diff --git a/analysis/analysis1.ipynb b/analysis/analysis1.ipynb index 8dce16d..491a0d9 100644 --- a/analysis/analysis1.ipynb +++ b/analysis/analysis1.ipynb @@ -36,7 +36,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -53,7 +53,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -79,7 +79,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -92,56 +92,134 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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statecountypartyvotestotal
0ALAutaugaDemocrat636323932
1ALAutaugaRepublican1737923932
2ALAutaugaOther19023932
3ALBaldwinDemocrat1842485338
4ALBaldwinRepublican6601685338
\n", + "
" + ], + "text/plain": [ + " state county party votes total\n", + "0 AL Autauga Democrat 6363 23932\n", + "1 AL Autauga Republican 17379 23932\n", + "2 AL Autauga Other 190 23932\n", + "3 AL Baldwin Democrat 18424 85338\n", + "4 AL Baldwin Republican 66016 85338" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# We only want 2012--the latest election before the gb data was collected\n", - "pol = pol[pol[\"year\"] == 2012].reset_index()\n", + "pol = pol.query(\"`year` == 2012\") \\\n", + " .reset_index() \\\n", + " .drop([\n", + " \"year\", \"state\", \"county_fips\", \"office\",\n", + " \"candidate\", \"version\", \"mode\", \"index\",\n", + " ], axis=\"columns\") \\\n", + " .rename({\n", + " \"county_name\": \"county\",\n", + " \"state_po\": \"state\",\n", + " \"candidatevotes\": \"votes\",\n", + " \"totalvotes\": \"total\"\n", + " }, axis=\"columns\") \\\n", + " .apply(lambda x: x.str.capitalize() if x.name == \"county\" or x.name == \"party\" else x)\n", "\n", - "# Get rid of undesireable columns\n", - "pol = pol.drop([\n", - " \"year\", \"state\", \"county_fips\", \"office\",\n", - " \"candidate\", \"version\", \"mode\", \"index\",\n", - "], axis=\"columns\")\n", - "\n", - "# Change the column names to make them a little more friendly\n", - "pol.rename({\n", - " \"county_name\": \"county\",\n", - " \"state_po\": \"state\",\n", - " \"candidatevotes\": \"votes\",\n", - " \"totalvotes\": \"total\"\n", - "}, axis=\"columns\", inplace=True)\n", - "\n", - "# Make cells lowercase\n", - "pol[\"county\"] = pol[\"county\"].apply(lambda x: x.capitalize())\n", - "pol[\"party\"] = pol[\"party\"].apply(lambda x: x.capitalize())" + "pol.head()" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Let's add long/lat columns to gb\n", - "gb = gb.merge(cords, left_on=\"GEOID10\", right_on=\"ZIP\")\n", - "\n", - "# Get rid of unneeded columns\n", - "gb = gb.drop([\n", - " \"Mjoint_MF\", \"Mjoint_SS\", \"Mjoint_FF\", \"Mjoint_MM\",\n", - " \"Cns_TotHH\", \"Cns_UPSS\", \"Cns_UPFF\", \"Cns_UPMM\",\n", - " \"ParadeFlag\", \"FF_Tax\", \"FF_Cns\", \"MM_Tax\", \"MM_Cns\",\n", - " \"SS_Index_Weight\", \"Parade_Weight\", \"Bars_Weight\",\n", - " \"GEOID10\", \"ZIP\",\n", - "], axis=\"columns\")\n", - "\n", - "# There's a lot of info baked into some of these columns. Especially the composite indexes.\n", - "# We'll leave their names as is for easy reference even if they're a little ugly.\n", - "gb = gb.rename({\n", - " \"LAT\": \"lat\",\n", - " \"LNG\": \"long\",\n", - "}, axis=\"columns\")" + "gb = gb.merge(cords, left_on=\"GEOID10\", right_on=\"ZIP\") \\\n", + " .drop([\n", + " \"Mjoint_MF\", \"Mjoint_SS\", \"Mjoint_FF\", \"Mjoint_MM\",\n", + " \"Cns_TotHH\", \"Cns_UPSS\", \"Cns_UPFF\", \"Cns_UPMM\",\n", + " \"ParadeFlag\", \"FF_Tax\", \"FF_Cns\", \"MM_Tax\", \"MM_Cns\",\n", + " \"SS_Index_Weight\", \"Parade_Weight\", \"Bars_Weight\",\n", + " \"GEOID10\", \"ZIP\",\n", + " ], axis=\"columns\") \\\n", + " .rename({\n", + " \"LAT\": \"lat\",\n", + " \"LNG\": \"long\",\n", + " }, axis=\"columns\")" ] }, { @@ -153,7 +231,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -226,7 +304,7 @@ "4 Cedar IA 41.772360 -91.132610" ] }, - "execution_count": 11, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -237,10 +315,8 @@ " row[\"name\"] = f\"{row['name']} {row['STUSAB']}\"\n", " return row\n", "\n", - "counties = counties.apply(combine_name_state, axis=\"columns\")\n", - "\n", - "# We don't need this column anymore\n", - "counties = counties.drop([\"STUSAB\"], axis=\"columns\")\n", + "counties = counties.apply(combine_name_state, axis=\"columns\") \\\n", + " .drop([\"STUSAB\"], axis=\"columns\")\n", "\n", "counties.to_csv(\"../data/processed/us-county-boundaries.csv\")\n", "counties.head()" @@ -248,7 +324,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -272,74 +348,80 @@ " \n", " \n", " \n", + " county\n", " party\n", " votes\n", " total\n", - " percent\n", " lat\n", " long\n", + " percent\n", " \n", " \n", " \n", " \n", " 0\n", + " Autauga AL\n", " Democrat\n", " 6363\n", " 23932\n", - " 0.265878\n", " 32.532237\n", " -86.646439\n", + " 0.265878\n", " \n", " \n", " 1\n", + " Autauga AL\n", " Republican\n", " 17379\n", " 23932\n", - " 0.726183\n", " 32.532237\n", " -86.646439\n", + " 0.726183\n", " \n", " \n", " 2\n", + " Autauga AL\n", " Other\n", " 190\n", " 23932\n", - " 0.007939\n", " 32.532237\n", " -86.646439\n", + " 0.007939\n", " \n", " \n", " 3\n", + " Baldwin AL\n", " Democrat\n", " 18424\n", " 85338\n", - " 0.215894\n", " 30.659218\n", " -87.746067\n", + " 0.215894\n", " \n", " \n", " 4\n", + " Baldwin AL\n", " Republican\n", " 66016\n", " 85338\n", - " 0.773583\n", " 30.659218\n", " -87.746067\n", + " 0.773583\n", " \n", " \n", "\n", "" ], "text/plain": [ - " party votes total percent lat long\n", - "0 Democrat 6363 23932 0.265878 32.532237 -86.646439\n", - "1 Republican 17379 23932 0.726183 32.532237 -86.646439\n", - "2 Other 190 23932 0.007939 32.532237 -86.646439\n", - "3 Democrat 18424 85338 0.215894 30.659218 -87.746067\n", - "4 Republican 66016 85338 0.773583 30.659218 -87.746067" + " county party votes total lat long percent\n", + "0 Autauga AL Democrat 6363 23932 32.532237 -86.646439 0.265878\n", + "1 Autauga AL Republican 17379 23932 32.532237 -86.646439 0.726183\n", + "2 Autauga AL Other 190 23932 32.532237 -86.646439 0.007939\n", + "3 Baldwin AL Democrat 18424 85338 30.659218 -87.746067 0.215894\n", + "4 Baldwin AL Republican 66016 85338 30.659218 -87.746067 0.773583" ] }, - "execution_count": 12, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -350,16 +432,10 @@ " row[\"county\"] = f\"{row['county']} {row['state']}\"\n", " return row\n", "\n", - "pol = pol.apply(combine_name_state, axis=\"columns\")\n", - "\n", - "# Add a percent column which will be useful when graphing\n", - "pol[\"percent\"] = pol[\"votes\"] / pol[\"total\"]\n", - "\n", - "# Attach long/lat data to each row\n", - "pol = pol.merge(counties, left_on=\"county\", right_on=\"name\")\n", - "\n", - "# Now we can get rid of the state columns\n", - "pol = pol.drop([\"state\", \"name\", \"county\"], axis=\"columns\")\n", + "pol = pol.apply(combine_name_state, axis=\"columns\") \\\n", + " .merge(counties, left_on=\"county\", right_on=\"name\") \\\n", + " .drop([\"state\", \"name\"], axis=\"columns\") \\\n", + " .assign(percent=lambda x: x.votes/x.total)\n", "\n", "pol.to_csv(\"../data/processed/election-2012.csv\", index=False)\n", "pol.head()" @@ -367,7 +443,7 @@ }, { "cell_type": "code", - "execution_count": 87, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -520,7 +596,7 @@ "4 37.773134 -122.411167 " ] }, - "execution_count": 87, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -543,12 +619,12 @@ }, { "cell_type": "code", - "execution_count": 109, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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\n", 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" ] @@ -575,12 +651,12 @@ }, { "cell_type": "code", - "execution_count": 108, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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\n", 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" ] @@ -611,12 +687,12 @@ }, { "cell_type": "code", - "execution_count": 111, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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\n", 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" ] @@ -638,12 +714,12 @@ }, { "cell_type": "code", - "execution_count": 116, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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\n", 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" ] @@ -667,7 +743,7 @@ }, { "cell_type": "code", - "execution_count": 125, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -679,7 +755,7 @@ }, { "data": { - "image/png": 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", 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\n", 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" ] @@ -713,12 +789,12 @@ }, { "cell_type": "code", - "execution_count": 126, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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\n", 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" ] @@ -747,12 +823,12 @@ }, { "cell_type": "code", - "execution_count": 129, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -806,7 +882,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -820,7 +896,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.1" + "version": "3.10.9" }, "vscode": { "interpreter": { diff --git a/data/processed/election-2012.csv b/data/processed/election-2012.csv index 3c69799..1cab2bc 100644 --- a/data/processed/election-2012.csv +++ b/data/processed/election-2012.csv @@ -1,8653 +1,8653 @@ -party,votes,total,percent,lat,long -Democrat,6363,23932,0.2658783219120842,32.5322367,-86.6464395 -Republican,17379,23932,0.7261825171318737,32.5322367,-86.6464395 -Other,190,23932,0.00793916095604212,32.5322367,-86.6464395 -Democrat,18424,85338,0.21589444327263352,30.6592183,-87.7460666 -Republican,66016,85338,0.7735826946963837,30.6592183,-87.7460666 -Other,898,85338,0.01052286203098268,30.6592183,-87.7460666 -Democrat,5912,11509,0.5136849422191329,31.8702531,-85.4051035 -Republican,5550,11509,0.48223129724563385,31.8702531,-85.4051035 -Other,47,11509,0.004083760535233296,31.8702531,-85.4051035 -Democrat,2202,8420,0.261520190023753,33.0158929,-87.1271475 -Republican,6132,8420,0.7282660332541567,33.0158929,-87.1271475 -Other,86,8420,0.010213776722090262,33.0158929,-87.1271475 -Democrat,2970,24006,0.12371907023244189,33.9773575,-86.56644 -Republican,20757,24006,0.8646588352911772,33.9773575,-86.56644 -Other,279,24006,0.011622094476380905,33.9773575,-86.56644 -Democrat,4061,5322,0.7630590003757985,32.1017589,-85.7172613 -Republican,1251,5322,0.2350620067643743,32.1017589,-85.7172613 -Other,10,5322,0.0018789928598271326,32.1017589,-85.7172613 -Democrat,4374,9496,0.4606149957877001,31.751667,-86.6819689 -Republican,5087,9496,0.5356992417860151,31.751667,-86.6819689 -Other,35,9496,0.0036857624262847514,31.751667,-86.6819689 -Democrat,15511,46257,0.33532222150161056,33.7705162,-85.8279089 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-Republican,19884,37335,0.5325833668139816,35.3907852,-110.3210248 -Other,506,37335,0.013552966385429221,35.3907852,-110.3210248 -Democrat,201251,382250,0.5264905166775671,32.1280427,-111.7836574 -Republican,174779,382250,0.45723741007194246,32.1280427,-111.7836574 -Other,6220,382250,0.016272073250490515,32.1280427,-111.7836574 -Democrat,44306,108315,0.40904768499284494,32.9185209,-111.3663396 -Republican,62079,108315,0.5731339149702257,32.9185209,-111.3663396 -Other,1930,108315,0.017818400036929326,32.9185209,-111.3663396 -Democrat,33918,100283,0.33822282939281834,34.631071,-112.5772247 -Republican,64468,100283,0.642860704207094,34.631071,-112.5772247 -Other,1897,100283,0.01891646640008775,34.631071,-112.5772247 -Democrat,18059,41953,0.4304578933568517,32.7739424,-113.910905 -Republican,23352,41953,0.5566228875169833,32.7739424,-113.910905 -Other,542,41953,0.012919219126164994,32.7739424,-113.910905 -Democrat,2455,6494,0.37804126886356637,34.2895697,-91.3765466 -Republican,3897,6494,0.6000923929781337,34.2895697,-91.3765466 -Other,142,6494,0.02186633815829997,34.2895697,-91.3765466 -Democrat,2859,7921,0.3609392753440222,33.1908354,-91.7722672 -Republican,4867,7921,0.6144426208812018,33.1908354,-91.7722672 -Other,195,7921,0.024618103774775912,33.1908354,-91.7722672 -Democrat,5172,19339,0.2674388541289622,36.2802684,-92.3299488 -Republican,13688,19339,0.7077925435648172,36.2802684,-92.3299488 -Other,479,19339,0.02476860230622059,36.2802684,-92.3299488 -Democrat,22636,79257,0.28560253353016135,36.3378189,-94.2562984 -Republican,54646,79257,0.6894785318646933,36.3378189,-94.2562984 -Other,1975,79257,0.02491893460514529,36.3378189,-94.2562984 -Democrat,3772,15391,0.24507829250860894,36.3042991,-93.0792364 -Republican,11159,15391,0.7250341108439997,36.3042991,-93.0792364 -Other,460,15391,0.029887596647391334,36.3042991,-93.0792364 -Democrat,1449,3652,0.39676889375684554,33.4665491,-92.1691559 -Republican,2134,3652,0.5843373493975904,33.4665491,-92.1691559 -Other,69,3652,0.018893756845564075,33.4665491,-92.1691559 -Democrat,660,2174,0.30358785648574055,33.5604604,-92.513879 -Republican,1458,2174,0.6706531738730451,33.5604604,-92.513879 -Other,56,2174,0.025758969641214352,33.5604604,-92.513879 -Democrat,3696,10183,0.36295787096140625,36.3373704,-93.5409718 -Republican,6125,10183,0.6014926838849062,36.3373704,-93.5409718 -Other,362,10183,0.03554944515368752,36.3373704,-93.5409718 -Democrat,2649,4361,0.6074294886493924,33.2671393,-91.2971578 -Republican,1670,4361,0.382939692731025,33.2671393,-91.2971578 -Other,42,4361,0.009630818619582664,33.2671393,-91.2971578 -Democrat,3811,8409,0.45320489951242715,34.0533162,-93.1762085 -Republican,4343,8409,0.5164704483291711,34.0533162,-93.1762085 -Other,255,8409,0.030324652158401712,34.0533162,-93.1762085 -Democrat,1738,5110,0.3401174168297456,36.3673021,-90.4187041 -Republican,3225,5110,0.6311154598825832,36.3673021,-90.4187041 -Other,147,5110,0.028767123287671233,36.3673021,-90.4187041 -Democrat,2620,11647,0.22495063106379326,35.5663146,-92.0599504 -Republican,8693,11647,0.7463724564265476,35.5663146,-92.0599504 -Other,334,11647,0.02867691250965914,35.5663146,-92.0599504 -Democrat,845,3266,0.25872627066748316,33.8932006,-92.1887141 -Republican,2313,3266,0.7082057562767912,33.8932006,-92.1887141 -Other,108,3266,0.03306797305572566,33.8932006,-92.1887141 -Democrat,3557,9455,0.37620306716023266,33.2230377,-93.2328433 -Republican,5790,9455,0.612374405076679,33.2230377,-93.2328433 -Other,108,9455,0.011422527763088313,33.2230377,-93.2328433 -Democrat,3005,7730,0.388745148771022,35.265702,-92.6892479 -Republican,4514,7730,0.5839586028460544,35.265702,-92.6892479 -Other,211,7730,0.027296248382923674,35.265702,-92.6892479 -Democrat,10527,31700,0.3320820189274448,35.8277285,-90.6314213 -Republican,20350,31700,0.6419558359621451,35.8277285,-90.6314213 -Other,823,31700,0.025962145110410093,35.8277285,-90.6314213 -Democrat,4881,20591,0.23704531105822932,35.5830114,-94.2362187 -Republican,15145,20591,0.7355155164877859,35.5830114,-94.2362187 -Other,565,20591,0.02743917245398475,35.5830114,-94.2362187 -Democrat,9487,16716,0.5675400813591769,35.2118788,-90.3153317 -Republican,6998,16716,0.4186408231634362,35.2118788,-90.3153317 -Other,231,16716,0.013819095477386936,35.2118788,-90.3153317 -Democrat,2279,6681,0.3411165993114803,35.2856921,-90.7639835 -Republican,4269,6681,0.6389762011674899,35.2856921,-90.7639835 -Other,133,6681,0.019907199521029786,35.2856921,-90.7639835 -Democrat,1337,3084,0.4335278858625162,33.9678233,-92.6539989 -Republican,1665,3084,0.5398832684824902,33.9678233,-92.6539989 -Other,82,3084,0.026588845654993514,33.9678233,-92.6539989 -Democrat,2443,4420,0.5527149321266969,33.8287519,-91.2441034 -Republican,1896,4420,0.4289592760180995,33.8287519,-91.2441034 -Other,81,4420,0.01832579185520362,33.8287519,-91.2441034 -Democrat,2630,6633,0.3965023368008443,33.5872418,-91.7227781 -Republican,3887,6633,0.586009347203377,33.5872418,-91.7227781 -Other,116,6633,0.017488315995778683,33.5872418,-91.7227781 -Democrat,13621,41460,0.3285335262904004,35.1465478,-92.3369277 -Republican,26722,41460,0.644524843222383,35.1465478,-92.3369277 -Other,1117,41460,0.026941630487216595,35.1465478,-92.3369277 -Democrat,1726,6540,0.26391437308868504,35.5085579,-93.8876647 -Republican,4631,6540,0.7081039755351682,35.5085579,-93.8876647 -Other,183,6540,0.02798165137614679,35.5085579,-93.8876647 -Democrat,1452,4522,0.32109685979655017,36.3836192,-91.8196636 -Republican,2949,4522,0.6521450685537373,36.3836192,-91.8196636 -Other,121,4522,0.026758071649712518,36.3836192,-91.8196636 -Democrat,13804,40728,0.3389314476527205,34.5788523,-93.1469323 -Republican,26014,40728,0.6387252013356904,34.5788523,-93.1469323 -Other,910,40728,0.022343351011589078,34.5788523,-93.1469323 -Democrat,1468,6479,0.22657817564438956,34.2855683,-92.4229794 -Republican,4829,6479,0.7453310696095077,34.2855683,-92.4229794 -Other,182,6479,0.028090754746102793,34.2855683,-92.4229794 -Democrat,4000,13761,0.2906765496693554,36.1206072,-90.5663459 -Republican,9071,13761,0.6591817455126807,36.1206072,-90.5663459 -Other,690,13761,0.05014170481796381,36.1206072,-90.5663459 -Democrat,2468,6921,0.35659586764918366,33.735953,-93.6643553 -Republican,4284,6921,0.6189856957087126,33.735953,-93.6643553 -Other,169,6921,0.024418436642103743,33.735953,-93.6643553 -Democrat,1471,4462,0.3296727924697445,34.0830639,-93.9909315 -Republican,2892,4462,0.6481398476019722,34.0830639,-93.9909315 -Other,99,4462,0.02218735992828328,34.0830639,-93.9909315 -Democrat,3281,12397,0.26466080503347583,35.7374992,-91.5599423 -Republican,8728,12397,0.7040413003145922,35.7374992,-91.5599423 -Other,388,12397,0.03129789465193192,35.7374992,-91.5599423 -Democrat,1524,5278,0.2887457370215991,36.0948792,-91.9136252 -Republican,3575,5278,0.6773399014778325,36.0948792,-91.9136252 -Other,179,5278,0.033914361500568396,36.0948792,-91.9136252 -Democrat,2095,5347,0.3918084907424724,35.5964674,-91.2232051 -Republican,3072,5347,0.5745277725827567,35.5964674,-91.2232051 -Other,180,5347,0.0336637366747709,35.5964674,-91.2232051 -Democrat,17470,27383,0.6379870722711171,34.277239,-91.929673 -Republican,9520,27383,0.34766095752839354,34.277239,-91.929673 -Other,393,27383,0.014351970200489355,34.277239,-91.929673 -Democrat,2799,8098,0.3456408989874043,35.5733586,-93.4663223 -Republican,5064,8098,0.6253395900222277,35.5733586,-93.4663223 -Other,235,8098,0.02901951099036799,35.5733586,-93.4663223 -Democrat,1173,2929,0.400477978832366,33.2406294,-93.611514 -Republican,1713,2929,0.5848412427449642,33.2406294,-93.611514 -Other,43,2929,0.014680778422669852,33.2406294,-93.611514 -Democrat,1788,5540,0.3227436823104693,36.0410983,-91.1011529 -Republican,3536,5540,0.6382671480144404,36.0410983,-91.1011529 -Other,216,5540,0.03898916967509025,36.0410983,-91.1011529 -Democrat,2107,3424,0.6153621495327103,34.7795048,-90.7797172 -Republican,1280,3424,0.37383177570093457,34.7795048,-90.7797172 -Other,37,3424,0.01080607476635514,34.7795048,-90.7797172 -Democrat,1425,3726,0.3824476650563607,33.957675,-91.7276258 -Republican,2199,3726,0.5901771336553945,33.957675,-91.7276258 -Other,102,3726,0.027375201288244767,33.957675,-91.7276258 -Democrat,2009,7331,0.2740417405538126,35.2186538,-93.7209102 -Republican,5079,7331,0.6928113490656118,35.2186538,-93.7209102 -Other,243,7331,0.033146910380575635,35.2186538,-93.7209102 -Democrat,5625,24114,0.23326698183627767,34.7551137,-91.894132 -Republican,17880,24114,0.7414779795969146,34.7551137,-91.894132 -Other,609,24114,0.025255038566807664,34.7551137,-91.894132 -Democrat,2099,6568,0.3195797807551766,36.0125452,-93.7240531 -Republican,4263,6568,0.6490560292326432,36.0125452,-93.7240531 -Other,206,6568,0.03136419001218027,36.0125452,-93.7240531 -Democrat,2037,7051,0.2888951921713232,36.2666636,-92.6785765 -Republican,4774,7051,0.6770670826833073,36.2666636,-92.6785765 -Other,240,7051,0.03403772514536945,36.2666636,-92.6785765 -Democrat,4518,15329,0.2947354687194207,33.3055054,-93.9015018 -Republican,10622,15329,0.6929349598799661,33.3055054,-93.9015018 -Other,189,15329,0.012329571400613217,33.3055054,-93.9015018 -Democrat,6467,13375,0.4835140186915888,35.7669437,-90.0522072 -Republican,6603,13375,0.4936822429906542,35.7669437,-90.0522072 -Other,305,13375,0.02280373831775701,35.7669437,-90.0522072 -Democrat,1583,3230,0.49009287925696593,34.6795117,-91.2033099 -Republican,1585,3230,0.4907120743034056,34.6795117,-91.2033099 -Other,62,3230,0.019195046439628483,34.6795117,-91.2033099 -Democrat,920,3404,0.2702702702702703,34.5456557,-93.664153 -Republican,2369,3404,0.6959459459459459,34.5456557,-93.664153 -Other,115,3404,0.033783783783783786,34.5456557,-93.664153 -Democrat,1314,3384,0.3882978723404255,33.6666991,-93.3050716 -Republican,1996,3384,0.5898345153664303,33.6666991,-93.3050716 -Other,74,3384,0.02186761229314421,33.6666991,-93.3050716 -Democrat,993,3661,0.2712373668396613,35.9107423,-93.2158984 -Republican,2508,3661,0.6850587271237367,35.9107423,-93.2158984 -Other,160,3661,0.04370390603660202,35.9107423,-93.2158984 -Democrat,4633,10315,0.4491517207949588,33.5911684,-92.8784131 -Republican,5521,10315,0.5352399418322831,33.5911684,-92.8784131 -Other,161,10315,0.01560833737275812,33.5911684,-92.8784131 -Democrat,1187,3938,0.30142204164550535,34.9463629,-92.9268773 -Republican,2581,3938,0.6554088369730828,34.9463629,-92.9268773 -Other,170,3938,0.043169121381411886,34.9463629,-92.9268773 -Democrat,5202,7930,0.6559899117276167,34.4236874,-90.8555931 -Republican,2598,7930,0.32761664564943255,34.4236874,-90.8555931 -Other,130,7930,0.01639344262295082,34.4236874,-90.8555931 -Democrat,851,3788,0.22465681098204857,34.1581907,-93.6586589 -Republican,2847,3788,0.7515839493136219,34.1581907,-93.6586589 -Other,90,3788,0.02375923970432946,34.1581907,-93.6586589 -Democrat,2390,7560,0.31613756613756616,35.5688702,-90.6811037 -Republican,4974,7560,0.6579365079365079,35.5688702,-90.6811037 -Other,196,7560,0.025925925925925925,35.5688702,-90.6811037 -Democrat,1556,7726,0.20139787729743722,34.4909149,-94.2308841 -Republican,5955,7726,0.7707740098369144,34.4909149,-94.2308841 -Other,215,7726,0.02782811286564846,34.4909149,-94.2308841 -Democrat,5126,20439,0.25079504868144237,35.456557,-93.0268181 -Republican,14763,20439,0.7222956113312784,35.456557,-93.0268181 -Other,550,20439,0.02690933998727922,35.456557,-93.0268181 -Democrat,880,3141,0.2801655523718561,34.8311162,-91.5536205 -Republican,2153,3141,0.6854504934734161,34.8311162,-91.5536205 -Other,108,3141,0.034383954154727794,34.8311162,-91.5536205 -Democrat,87248,159381,0.5474178227015767,34.7703106,-92.312996 -Republican,68984,159381,0.4328244897446998,34.7703106,-92.312996 -Other,3149,159381,0.01975768755372347,34.7703106,-92.312996 -Democrat,2046,5956,0.3435191403626595,36.3412985,-91.0284409 -Republican,3701,5956,0.621390194761585,36.3412985,-91.0284409 -Other,209,5956,0.03509066487575554,36.3412985,-91.0284409 -Democrat,12869,47062,0.2734477922740215,34.6485246,-92.674463 -Republican,32963,47062,0.7004164718881476,34.6485246,-92.674463 -Other,1230,47062,0.026135735837830947,34.6485246,-92.674463 -Democrat,897,3640,0.24642857142857144,34.8588693,-94.0636413 -Republican,2631,3640,0.7228021978021978,34.8588693,-94.0636413 -Other,112,3640,0.03076923076923077,34.8588693,-94.0636413 -Democrat,814,3694,0.22035733622089876,35.8963868,-92.6958884 -Republican,2699,3694,0.7306442880346508,35.8963868,-92.6958884 -Other,181,3694,0.04899837574445046,35.8963868,-92.6958884 -Democrat,13092,43362,0.3019233430192334,35.1969808,-94.2749889 -Republican,29169,43362,0.6726857617268576,35.1969808,-94.2749889 -Other,1101,43362,0.025390895253908953,35.1969808,-94.2749889 -Democrat,1042,4330,0.24064665127020785,33.9948773,-94.2432792 -Republican,3136,4330,0.7242494226327945,33.9948773,-94.2432792 -Other,152,4330,0.03510392609699769,33.9948773,-94.2432792 -Democrat,2092,7283,0.2872442674721955,36.1733989,-91.4710689 -Republican,4921,7283,0.6756830976246052,36.1733989,-91.4710689 -Other,270,7283,0.03707263490319923,36.1733989,-91.4710689 -Democrat,1356,5354,0.25326858423608517,35.8570011,-92.1404819 -Republican,3776,5354,0.7052670900261486,35.8570011,-92.1404819 -Other,222,5354,0.04146432573776616,35.8570011,-92.1404819 -Democrat,6196,17177,0.3607149094719683,33.1682186,-92.5981447 -Republican,10699,17177,0.6228677883215928,33.1682186,-92.5981447 -Other,282,17177,0.016417302206438843,33.1682186,-92.5981447 -Democrat,28236,70460,0.4007380073800738,35.978001,-94.2172695 -Republican,39688,70460,0.5632699403917116,35.978001,-94.2172695 -Other,2536,70460,0.03599205222821459,35.978001,-94.2172695 -Democrat,5765,26514,0.21743229991702498,35.2551175,-91.7530339 -Republican,20011,26514,0.7547333484197027,35.2551175,-91.7530339 -Other,738,26514,0.027834351663272233,35.2551175,-91.7530339 -Democrat,1340,2685,0.49906890130353815,35.1927768,-91.2445353 -Republican,1227,2685,0.4569832402234637,35.1927768,-91.2445353 -Other,118,2685,0.04394785847299814,35.1927768,-91.2445353 -Democrat,1722,5974,0.2882490793438232,34.9977133,-93.4083032 -Republican,4042,5974,0.67659859390693,34.9977133,-93.4083032 -Other,210,5974,0.03515232674924674,34.9977133,-93.4083032 -Democrat,469684,595642,0.7885340523334486,37.6471385,-121.912488 -Republican,108182,595642,0.1816225182240339,37.6471385,-121.912488 -Other,17776,595642,0.029843429442517486,37.6471385,-121.912488 -Democrat,389,653,0.5957120980091883,38.6217831,-119.7983522 -Republican,236,653,0.3614088820826952,38.6217831,-119.7983522 -Other,28,653,0.042879019908116385,38.6217831,-119.7983522 -Democrat,6830,17649,0.3869907643492549,38.4435501,-120.6538563 -Republican,10281,17649,0.5825259221485637,38.4435501,-120.6538563 -Other,538,17649,0.030483313502181426,38.4435501,-120.6538563 -Democrat,42669,90752,0.4701714562764457,39.6659588,-121.6019188 -Republican,44479,90752,0.4901159203102962,39.6659588,-121.6019188 -Other,3604,90752,0.03971262341325811,39.6659588,-121.6019188 -Democrat,8670,21786,0.3979619939410631,38.1838996,-120.5614415 -Republican,12365,21786,0.5675663269989901,38.1838996,-120.5614415 -Other,751,21786,0.034471679059946754,38.1838996,-120.5614415 -Democrat,2314,6034,0.3834935366257872,39.1777385,-122.2375629 -Republican,3601,6034,0.5967848856479947,39.1777385,-122.2375629 -Other,119,6034,0.019721577726218097,39.1777385,-122.2375629 -Democrat,129129,258827,0.4989008101936815,36.7610058,-119.6550193 -Republican,124490,258827,0.48097764143617167,36.7610058,-119.6550193 -Other,5208,258827,0.020121548370146854,36.7610058,-119.6550193 -Democrat,3301,9211,0.35837585495603086,39.6025462,-122.4016998 -Republican,5632,9211,0.61144284008251,39.6025462,-122.4016998 -Other,278,9211,0.030181304961459127,39.6025462,-122.4016998 -Democrat,34457,57470,0.5995649904297895,40.7066554,-123.9261757 -Republican,18825,57470,0.3275622063685401,40.7066554,-123.9261757 -Other,4188,57470,0.07287280320167043,40.7066554,-123.9261757 -Democrat,25136,38565,0.6517827045248282,33.0408143,-115.3554001 -Republican,12777,38565,0.3313107740178919,33.0408143,-115.3554001 -Other,652,38565,0.016906521457279916,33.0408143,-115.3554001 -Democrat,3422,8036,0.4258337481333997,36.561977,-117.4039269 -Republican,4340,8036,0.5400696864111498,36.561977,-117.4039269 -Other,274,8036,0.03409656545545047,36.561977,-117.4039269 -Democrat,89495,221472,0.4040917136251987,35.3466288,-118.7295064 -Republican,126618,221472,0.571711096662332,35.3466288,-118.7295064 -Other,5359,221472,0.024197189712469296,35.3466288,-118.7295064 -Democrat,12979,31418,0.4131071360366669,36.072478,-119.8155301 -Republican,17671,31418,0.5624482780571647,36.072478,-119.8155301 -Other,768,31418,0.02444458590616844,36.072478,-119.8155301 -Democrat,13163,23391,0.5627378051387286,39.0948019,-122.7467569 -Republican,9200,23391,0.39331366764995085,39.0948019,-122.7467569 -Other,1028,23391,0.043948527211320594,39.0948019,-122.7467569 -Democrat,3053,10683,0.2857811476177104,40.7210862,-120.6299518 -Republican,7296,10683,0.6829542263409155,40.7210862,-120.6299518 -Other,334,10683,0.031264626041374144,40.7210862,-120.6299518 -Democrat,16018,39866,0.4017960166557969,37.2098213,-119.7498023 -Republican,22852,39866,0.5732202879646817,37.2098213,-119.7498023 -Other,996,39866,0.024983695379521397,37.2098213,-119.7498023 -Democrat,99896,134516,0.7426328466502126,38.0518169,-122.7459738 -Republican,30880,134516,0.229563769365726,38.0518169,-122.7459738 -Other,3740,134516,0.027803383984061375,38.0518169,-122.7459738 -Democrat,3498,9000,0.38866666666666666,37.5700295,-119.9128613 -Republican,5140,9000,0.5711111111111111,37.5700295,-119.9128613 -Other,362,9000,0.04022222222222222,37.5700295,-119.9128613 -Democrat,23193,35017,0.6623354370734215,39.4323876,-123.4428811 -Republican,9658,35017,0.27580889282348575,39.4323876,-123.4428811 -Other,2166,35017,0.061855670103092786,39.4323876,-123.4428811 -Democrat,33005,62057,0.5318497510353385,37.1948063,-120.7228019 -Republican,27581,62057,0.4444462349130638,37.1948063,-120.7228019 -Other,1471,62057,0.023704014051597725,37.1948063,-120.7228019 -Democrat,1111,3986,0.2787255393878575,41.5929185,-120.7183704 -Republican,2777,3986,0.6966884094330156,41.5929185,-120.7183704 -Other,98,3986,0.024586051179126944,41.5929185,-120.7183704 -Democrat,2733,5181,0.527504342790967,37.9158363,-118.8751668 -Republican,2285,5181,0.44103454931480407,37.9158363,-118.8751668 -Other,163,5181,0.031461107894228915,37.9158363,-118.8751668 -Democrat,82920,123518,0.6713191599604916,36.240107,-121.3155723 -Republican,37390,123518,0.30270891691899154,36.240107,-121.3155723 -Other,3208,123518,0.025971923120516847,36.240107,-121.3155723 -Democrat,35870,56968,0.6296517343069794,38.5070999,-122.3259045 -Republican,19526,56968,0.34275382670973176,38.5070999,-122.3259045 -Other,1572,56968,0.027594438983288862,38.5070999,-122.3259045 -Democrat,24663,51676,0.4772621719947364,39.2975082,-120.7713429 -Republican,24986,51676,0.48351265577831104,39.2975082,-120.7713429 -Other,2027,51676,0.03922517222695255,39.2975082,-120.7713429 -Democrat,512440,1122664,0.45645001532070145,33.6756872,-117.7772068 -Republican,582332,1122664,0.5187055076140323,33.6756872,-117.7772068 -Other,27892,1122664,0.02484447706526619,33.6756872,-117.7772068 -Democrat,66818,171322,0.39001412544798686,39.0620323,-120.7227181 -Republican,99921,171322,0.5832350778067031,39.0620323,-120.7227181 -Other,4583,171322,0.02675079674531,39.0620323,-120.7227181 -Democrat,4026,10047,0.40071663183039713,39.9922953,-120.8243709 -Republican,5721,10047,0.5694237085697224,39.9922953,-120.8243709 -Other,300,10047,0.029859659599880562,39.9922953,-120.8243709 -Democrat,329063,661907,0.49714385857831994,33.7298275,-116.0022389 -Republican,318127,661907,0.48062190005544586,33.7298275,-116.0022389 -Other,14717,661907,0.02223424136623423,33.7298275,-116.0022389 -Democrat,300503,516809,0.5814585272315305,38.4500161,-121.3404408 -Republican,202514,516809,0.39185463101455276,38.4500161,-121.3404408 -Other,13792,516809,0.026686841753916824,38.4500161,-121.3404408 -Democrat,25819,76335,0.3382327896770813,40.7605142,-122.0435556 -Republican,48067,76335,0.6296849413768258,40.7605142,-122.0435556 -Other,2449,76335,0.03208226894609288,40.7605142,-122.0435556 -Democrat,653,1795,0.3637883008356546,39.5769252,-120.5219926 -Republican,1056,1795,0.5883008356545961,39.5769252,-120.5219926 -Other,86,1795,0.0479108635097493,39.5769252,-120.5219926 -Democrat,8046,19910,0.40411853340030135,41.5879861,-122.5332868 -Republican,11077,19910,0.556353591160221,41.5879861,-122.5332868 -Other,787,19910,0.03952787543947765,41.5879861,-122.5332868 -Democrat,96783,152444,0.6348757576552702,38.2672255,-121.939594 -Republican,52092,152444,0.3417123665083572,38.2672255,-121.939594 -Other,3569,152444,0.023411875836372702,38.2672255,-121.939594 -Democrat,153942,216508,0.7110222255066787,38.5251824,-122.9261095 -Republican,54784,216508,0.2530345299018974,38.5251824,-122.9261095 -Other,7782,216508,0.035943244591423874,38.5251824,-122.9261095 -Democrat,77724,155369,0.5002542334699972,37.5623162,-121.0028311 -Republican,73459,155369,0.47280345500067583,37.5623162,-121.0028311 -Other,4186,155369,0.026942311529326957,37.5623162,-121.0028311 -Democrat,12192,31026,0.39296074260297814,39.0361898,-121.7039397 -Republican,18122,31026,0.5840907625862181,39.0361898,-121.7039397 -Other,712,31026,0.02294849481080384,39.0361898,-121.7039397 -Democrat,7934,22977,0.3453018235626931,40.1261573,-122.2322737 -Republican,14235,22977,0.6195325760543152,40.1261573,-122.2322737 -Other,808,22977,0.035165600382991685,40.1261573,-122.2322737 -Democrat,2674,5674,0.4712724709199859,40.6478033,-123.114476 -Republican,2716,5674,0.4786746563271061,40.6478033,-123.114476 -Other,284,5674,0.050052872752908,40.6478033,-123.114476 -Democrat,41752,101100,0.41297725024727994,36.2288339,-118.7810551 -Republican,56956,101100,0.5633630069238378,36.2288339,-118.7810551 -Other,2392,101100,0.023659742828882294,36.2288339,-118.7810551 -Democrat,9998,24687,0.4049904808198647,38.0214344,-119.9647335 -Republican,13880,24687,0.5622392352250172,38.0214344,-119.9647335 -Other,809,24687,0.03277028395511808,38.0214344,-119.9647335 -Democrat,170929,326974,0.5227602194669912,34.3587415,-119.1331432 -Republican,147958,326974,0.45250692715628765,34.3587415,-119.1331432 -Other,8087,326974,0.024732853376721084,34.3587415,-119.1331432 -Democrat,48715,74475,0.6541121181604566,38.6795955,-121.9024413 -Republican,23368,74475,0.31376972138301445,38.6795955,-121.9024413 -Other,2392,74475,0.03211816045652904,38.6795955,-121.9024413 -Democrat,7711,19700,0.3914213197969543,39.27013,-121.3442587 -Republican,11275,19700,0.5723350253807107,39.27013,-121.3442587 -Other,714,19700,0.03624365482233503,39.27013,-121.3442587 -Democrat,100649,176230,0.5711229643080066,39.8743252,-104.3318718 -Republican,70972,176230,0.4027237133291721,39.8743252,-104.3318718 -Other,4609,176230,0.026153322362821314,39.8743252,-104.3318718 -Democrat,3811,6715,0.5675353685778108,37.5684423,-105.7880414 -Republican,2705,6715,0.4028294862248697,37.5684423,-105.7880414 -Other,199,6715,0.029635145197319433,37.5684423,-105.7880414 -Democrat,153905,285516,0.5390415948668376,39.6445537,-104.3317065 -Republican,125588,285516,0.43986326510598356,39.6445537,-104.3317065 -Other,6023,285516,0.02109514002717886,39.6445537,-104.3317065 -Democrat,2679,6734,0.3978318978318978,37.2023952,-107.0508634 -Republican,3872,6734,0.574992574992575,37.2023952,-107.0508634 -Other,183,6734,0.027175527175527174,37.2023952,-107.0508634 -Democrat,467,2106,0.22174738841405509,37.3097802,-102.5437412 -Republican,1559,2106,0.7402659069325735,37.3097802,-102.5437412 -Other,80,2106,0.03798670465337132,37.3097802,-102.5437412 -Democrat,815,1942,0.4196704428424305,37.9318907,-103.0775841 -Republican,1075,1942,0.5535530381050463,37.9318907,-103.0775841 -Other,52,1942,0.026776519052523172,37.9318907,-103.0775841 -Democrat,125091,179499,0.6968896762656059,40.0949699,-105.3976911 -Republican,49981,179499,0.27844723368932417,40.0949699,-105.3976911 -Other,4427,179499,0.024663090045069887,40.0949699,-105.3976911 -Democrat,16966,32777,0.5176190621472374,39.9535933,-105.0507868 -Republican,15008,32777,0.4578820514385087,39.9535933,-105.0507868 -Other,803,32777,0.024498886414253896,39.9535933,-105.0507868 -Democrat,5086,10462,0.4861403173389409,38.7382234,-106.3166833 -Republican,5070,10462,0.4846109730453068,38.7382234,-106.3166833 -Other,306,10462,0.029248709615752246,38.7382234,-106.3166833 -Democrat,172,1093,0.15736505032021958,38.8356456,-102.6017914 -Republican,889,1093,0.8133577310155535,38.8356456,-102.6017914 -Other,32,1093,0.0292772186642269,38.8356456,-102.6017914 -Democrat,2213,4101,0.539624481833699,37.2134065,-106.1764473 -Republican,1835,4101,0.44745184101438673,37.2134065,-106.1764473 -Other,53,4101,0.012923677151914167,37.2134065,-106.1764473 -Democrat,1340,1837,0.7294501905280348,37.2775474,-105.4289399 -Republican,446,1837,0.24278715296679368,37.2775474,-105.4289399 -Other,51,1837,0.027762656505171474,37.2775474,-105.4289399 -Democrat,535,1502,0.3561917443408788,38.3061801,-103.7727363 -Republican,924,1502,0.6151797603195739,38.3061801,-103.7727363 -Other,43,1502,0.02862849533954727,38.3061801,-103.7727363 -Democrat,868,2715,0.3197053406998158,38.1019955,-105.3735123 -Republican,1788,2715,0.6585635359116022,38.1019955,-105.3735123 -Other,59,2715,0.021731123388581953,38.1019955,-105.3735123 -Democrat,4622,15925,0.29023547880690737,38.8615949,-107.8648924 -Republican,10915,15925,0.6854003139717425,38.8615949,-107.8648924 -Other,388,15925,0.02436420722135008,38.8615949,-107.8648924 -Democrat,222018,301694,0.7359045920701107,39.7618502,-104.8811054 -Republican,73111,301694,0.2423349486565858,39.7618502,-104.8811054 -Other,6565,301694,0.021760459273303414,39.7618502,-104.8811054 -Democrat,334,1245,0.26827309236947794,37.7117226,-108.5241156 -Republican,859,1245,0.6899598393574298,37.7117226,-108.5241156 -Other,52,1245,0.04176706827309237,37.7117226,-108.5241156 -Democrat,60991,167781,0.3635155351321067,39.325414,-104.9259871 -Republican,104204,167781,0.6210715158450599,39.325414,-104.9259871 -Other,2586,167781,0.015412949022833336,39.325414,-104.9259871 -Democrat,12792,22668,0.5643197458973002,39.6269919,-106.6951694 -Republican,9411,22668,0.4151667548967708,39.6269919,-106.6951694 -Other,465,22668,0.020513499205929063,39.6269919,-106.6951694 -Democrat,3603,14178,0.25412611087600506,39.3151572,-104.1140759 -Republican,10266,14178,0.7240795598815065,39.3151572,-104.1140759 -Other,309,14178,0.021794329242488364,39.3151572,-104.1140759 -Democrat,6704,20416,0.3283699059561129,38.4551696,-105.4249583 -Republican,13174,20416,0.6452782131661442,38.4551696,-105.4249583 -Other,538,20416,0.026351880877742945,38.4551696,-105.4249583 -Democrat,11305,24408,0.46316781383153066,39.5993517,-107.9097802 -Republican,12535,24408,0.5135611274991806,39.5993517,-107.9097802 -Other,568,24408,0.023271058669288757,39.5993517,-107.9097802 -Democrat,1892,3338,0.566806470940683,39.8611555,-105.5288778 -Republican,1346,3338,0.40323547034152185,39.8611555,-105.5288778 -Other,100,3338,0.029958058717795086,39.8611555,-105.5288778 -Democrat,3684,8187,0.44998167827042873,40.1130652,-106.1108366 -Republican,4253,8187,0.519482105777452,40.1130652,-106.1108366 -Other,250,8187,0.030536215952119212,40.1130652,-106.1108366 -Democrat,5044,8667,0.581977616245529,38.6704993,-107.0568798 -Republican,3341,8667,0.3854851736471674,38.6704993,-107.0568798 -Other,282,8667,0.032537210107303566,38.6704993,-107.0568798 -Democrat,229,600,0.38166666666666665,37.8211654,-107.3382613 -Republican,353,600,0.5883333333333334,37.8211654,-107.3382613 -Other,18,600,0.03,37.8211654,-107.3382613 -Democrat,1953,3714,0.5258481421647819,37.6878154,-104.9599278 -Republican,1646,3714,0.44318793753365643,37.6878154,-104.9599278 -Other,115,3714,0.03096392030156166,37.6878154,-104.9599278 -Democrat,216,848,0.25471698113207547,40.6634319,-106.3292476 -Republican,600,848,0.7075471698113207,40.6634319,-106.3292476 -Other,32,848,0.03773584905660377,40.6634319,-106.3292476 -Democrat,159296,311052,0.5121201599732521,39.5795106,-105.245462 -Republican,144197,311052,0.46357843704589585,39.5795106,-105.245462 -Other,7559,311052,0.024301402980852076,39.5795106,-105.245462 -Democrat,118,821,0.14372716199756394,38.387663,-102.7568494 -Republican,677,821,0.8246041412911084,38.387663,-102.7568494 -Other,26,821,0.031668696711327646,38.387663,-102.7568494 -Democrat,1839,3040,0.6049342105263158,39.2053405,-106.350079 -Republican,1098,3040,0.3611842105263158,39.2053405,-106.350079 -Other,103,3040,0.03388157894736842,39.2053405,-106.350079 -Democrat,92747,180180,0.5147463647463647,40.6580933,-105.4867638 -Republican,82376,180180,0.45718725718725717,40.6580933,-105.4867638 -Other,5057,180180,0.028066378066378066,40.6580933,-105.4867638 -Democrat,552,2287,0.24136423261915171,38.9937401,-103.5075545 -Republican,1687,2287,0.7376475732400525,38.9937401,-103.5075545 -Other,48,2287,0.020988194140795804,38.9937401,-103.5075545 -Democrat,2712,9124,0.29723805348531346,40.7280911,-103.0904639 -Republican,6179,9124,0.677224901359053,40.7280911,-103.0904639 -Other,233,9124,0.025537045155633493,40.7280911,-103.0904639 -Democrat,23846,72947,0.32689486887740415,39.019524,-108.4605707 -Republican,47472,72947,0.6507738495071764,39.019524,-108.4605707 -Other,1629,72947,0.022331281615419415,39.019524,-108.4605707 -Democrat,291,650,0.44769230769230767,37.5490672,-107.003236 -Republican,344,650,0.5292307692307693,37.5490672,-107.003236 -Other,15,650,0.023076923076923078,37.5490672,-107.003236 -Democrat,1330,6168,0.21562905317769132,40.6108644,-108.2171545 -Republican,4695,6168,0.7611867704280155,40.6108644,-108.2171545 -Other,143,6168,0.023184176394293127,40.6108644,-108.2171545 -Democrat,4542,12318,0.3687286897223575,37.3380247,-108.5957864 -Republican,7401,12318,0.600828056502679,37.3380247,-108.5957864 -Other,375,12318,0.03044325377496347,37.3380247,-108.5957864 -Democrat,6138,20130,0.30491803278688523,38.4075069,-108.2662815 -Republican,13552,20130,0.673224043715847,38.4075069,-108.2662815 -Other,440,20130,0.02185792349726776,38.4075069,-108.2662815 -Democrat,3912,10777,0.3629952676997309,40.263159,-103.8122102 -Republican,6602,10777,0.6126009093439733,40.263159,-103.8122102 -Other,263,10777,0.024403822956295815,40.263159,-103.8122102 -Democrat,3647,8192,0.4451904296875,37.8841698,-103.7212597 -Republican,4382,8192,0.534912109375,37.8841698,-103.7212597 -Other,163,8192,0.0198974609375,37.8841698,-103.7212597 -Democrat,1646,3202,0.514053716427233,38.1547313,-107.7884802 -Republican,1481,3202,0.4625234228607121,38.1547313,-107.7884802 -Other,75,3202,0.023422860712054967,38.1547313,-107.7884802 -Democrat,3862,9366,0.41234251548152895,39.1189141,-105.7176479 -Republican,5236,9366,0.5590433482810164,39.1189141,-105.7176479 -Other,268,9366,0.028614136237454624,39.1189141,-105.7176479 -Democrat,588,2265,0.2596026490066225,40.5947117,-102.3451047 -Republican,1637,2265,0.7227373068432671,40.5947117,-102.3451047 -Other,40,2265,0.017660044150110375,40.5947117,-102.3451047 -Democrat,6849,10075,0.6798014888337469,39.2175376,-106.9161587 -Republican,3024,10075,0.3001488833746898,39.2175376,-106.9161587 -Other,202,10075,0.020049627791563277,39.2175376,-106.9161587 -Democrat,1519,4863,0.3123586263623278,37.9581814,-102.3921613 -Republican,3230,4863,0.6641990540818424,37.9581814,-102.3921613 -Other,114,4863,0.023442319555829736,37.9581814,-102.3921613 -Democrat,42551,76194,0.5584560464078536,38.1706581,-104.4898924 -Republican,31894,76194,0.41858939024070135,38.1706581,-104.4898924 -Other,1749,76194,0.022954563351444995,38.1706581,-104.4898924 -Democrat,7547,13317,0.5667192310580461,40.4836638,-106.9877021 -Republican,5469,13317,0.4106780806487948,40.4836638,-106.9877021 -Other,301,13317,0.02260268829315912,40.4836638,-106.9877021 -Democrat,1864,2930,0.6361774744027304,38.0316514,-106.2346662 -Republican,964,2930,0.3290102389078498,38.0316514,-106.2346662 -Other,102,2930,0.0348122866894198,38.0316514,-106.2346662 -Democrat,419,1338,0.3131539611360239,40.8715679,-102.3553579 -Republican,881,1338,0.6584454409566517,40.8715679,-102.3553579 -Other,38,1338,0.028400597907324365,40.8715679,-102.3553579 -Democrat,9347,15312,0.6104362591431557,39.6210227,-106.1375545 -Republican,5571,15312,0.3638322884012539,39.6210227,-106.1375545 -Other,394,15312,0.025731452455590387,39.6210227,-106.1375545 -Democrat,4333,13407,0.32318937868277764,38.8699759,-105.1873651 -Republican,8702,13407,0.6490639218318789,38.8699759,-105.1873651 -Other,372,13407,0.027746699485343477,38.8699759,-105.1873651 -Democrat,468,2591,0.18062524121960633,39.9657899,-103.2097445 -Republican,2076,2591,0.8012350443844075,39.9657899,-103.2097445 -Other,47,2591,0.018139714395986106,39.9657899,-103.2097445 -Democrat,49050,115866,0.4233338511729066,40.555961,-104.383666 -Republican,63775,115866,0.5504203131203287,40.555961,-104.383666 -Other,3041,115866,0.02624583570676471,40.555961,-104.383666 -Democrat,987,4577,0.21564343456412496,40.0007703,-102.4216491 -Republican,3490,4577,0.762508193139611,40.0007703,-102.4216491 -Other,100,4577,0.021848372296263928,40.0007703,-102.4216491 -Democrat,217294,396130,0.5485421452553455,41.2274128,-73.3670614 -Republican,175168,396130,0.44219826824527303,41.2274128,-73.3670614 -Other,3668,396130,0.009259586499381516,41.2274128,-73.3670614 -Democrat,244639,392240,0.6236972261880481,41.8060534,-72.7329157 -Republican,143238,392240,0.36517948194982663,41.8060534,-72.7329157 -Other,4363,392240,0.01112329186212523,41.8060534,-72.7329157 -Democrat,43856,92427,0.47449338396788815,41.7918833,-73.2354042 -Republican,47201,92427,0.5106841074577775,41.7918833,-73.2354042 -Other,1370,92427,0.01482250857433434,41.7918833,-73.2354042 -Democrat,47855,83538,0.5728530728530729,41.4330028,-72.5227802 -Republican,34591,83538,0.41407503172209054,41.4330028,-72.5227802 -Other,1092,83538,0.013071895424836602,41.4330028,-72.5227802 -Democrat,39366,70928,0.5550135348522446,41.8580807,-72.3409779 -Republican,30450,70928,0.42930859463117527,41.8580807,-72.3409779 -Other,1112,70928,0.015677870516580195,41.8580807,-72.3409779 -Democrat,25957,46494,0.558287090807416,41.8249987,-71.9907017 -Republican,19768,46494,0.4251731406202951,41.8249987,-71.9907017 -Other,769,46494,0.016539768572288897,41.8249987,-71.9907017 -Democrat,35527,68696,0.5171625713287528,39.0970884,-75.5029819 -Republican,32135,68696,0.46778560614882964,39.0970884,-75.5029819 -Other,1034,68696,0.015051822522417609,39.0970884,-75.5029819 -Democrat,39975,93229,0.4287828894442716,38.6732275,-75.3370237 -Republican,52119,93229,0.5590427871155971,38.6732275,-75.3370237 -Other,1135,93229,0.01217432344013129,38.6732275,-75.3370237 -Democrat,69699,120418,0.5788088159577471,29.6757403,-82.357221 -Republican,48797,120418,0.4052301150990716,29.6757403,-82.357221 -Other,1922,120418,0.01596106894318125,29.6757403,-82.357221 -Democrat,2311,11368,0.2032899366643209,30.3244416,-82.3022838 -Republican,8975,11368,0.789496833216045,30.3244416,-82.3022838 -Other,82,11368,0.007213230119634061,30.3244416,-82.3022838 -Democrat,22051,79861,0.276117253728353,30.2382176,-85.6316798 -Republican,56876,79861,0.7121874256520705,30.2382176,-85.6316798 -Other,934,79861,0.011695320619576514,30.2382176,-85.6316798 -Democrat,3325,11635,0.28577567683712934,29.9523863,-82.1666793 -Republican,8219,11635,0.7064030941125913,29.9523863,-82.1666793 -Other,91,11635,0.00782122905027933,29.9523863,-82.1666793 -Democrat,122993,285559,0.43070959066252507,28.2983112,-80.7003334 -Republican,159300,285559,0.5578531932105099,28.2983112,-80.7003334 -Other,3266,285559,0.011437216126965006,28.2983112,-80.7003334 -Democrat,508312,756422,0.6719952619040694,26.1935353,-80.4766834 -Republican,244101,756422,0.32270478648162004,26.1935353,-80.4766834 -Other,4009,756422,0.00529995161431053,26.1935353,-80.4766834 -Democrat,1664,6152,0.270481144343303,30.3888013,-85.1979155 -Republican,4366,6152,0.7096879063719116,30.3888013,-85.1979155 -Other,122,6152,0.019830949284785435,30.3888013,-85.1979155 -Democrat,35906,84682,0.4240098249923242,26.8689745,-81.9412782 -Republican,47996,84682,0.5667792447037151,26.8689745,-81.9412782 -Other,780,84682,0.0092109303039607,26.8689745,-81.9412782 -Democrat,28460,73935,0.38493271116521266,28.8436402,-82.5248099 -Republican,44662,73935,0.6040711435720565,28.8436402,-82.5248099 -Other,813,73935,0.010996145262730777,28.8436402,-82.5248099 -Democrat,25759,96589,0.26668668274855317,29.9865835,-81.8650364 -Republican,70022,96589,0.7249479754423381,29.9865835,-81.8650364 -Other,808,96589,0.008365341809108699,29.9865835,-81.8650364 -Democrat,51698,149112,0.3467058318579323,26.118786,-81.4009553 -Republican,96520,149112,0.6472986748216106,26.118786,-81.4009553 -Other,894,149112,0.005995493320457106,26.118786,-81.4009553 -Democrat,8462,27163,0.31152670912638514,30.2216509,-82.6233712 -Republican,18429,27163,0.6784596694032323,30.2216509,-82.6233712 -Other,272,27163,0.010013621470382506,30.2216509,-82.6233712 -Democrat,1798,6941,0.2590404840801037,29.5808994,-83.1956656 -Republican,5052,6941,0.7278490131105028,29.5808994,-83.1956656 -Other,91,6941,0.01311050280939346,29.5808994,-83.1956656 -Democrat,196737,411848,0.4776932266272994,30.3352449,-81.6481132 -Republican,211615,411848,0.5138182047745771,30.3352449,-81.6481132 -Other,3496,411848,0.00848856859812358,30.3352449,-81.6481132 -Democrat,58185,148502,0.391812904876702,30.6116382,-87.3388996 -Republican,88711,148502,0.5973724259605931,30.6116382,-87.3388996 -Other,1606,148502,0.01081466916270488,30.6116382,-87.3388996 -Democrat,23207,50595,0.45868168791382546,29.4748909,-81.2862532 -Republican,26969,50595,0.5330368613499358,29.4748909,-81.2862532 -Other,419,50595,0.008281450736238758,29.4748909,-81.2862532 -Democrat,1845,5474,0.3370478626233102,29.8101756,-84.7991742 -Republican,3570,5474,0.6521739130434783,29.8101756,-84.7991742 -Other,59,5474,0.010778224333211546,29.8101756,-84.7991742 -Democrat,15770,22499,0.7009200408907063,30.5786866,-84.6126072 -Republican,6630,22499,0.29467976354504644,30.5786866,-84.6126072 -Other,99,22499,0.0044001955642473,30.5786866,-84.6126072 -Democrat,1885,7909,0.2383360728284233,29.7234556,-82.7958011 -Republican,5917,7909,0.748135036034897,29.7234556,-82.7958011 -Other,107,7909,0.013528891136679731,29.7234556,-82.7958011 -Democrat,1603,3989,0.40185510152920534,26.9548102,-81.1908197 -Republican,2344,3989,0.5876159438455754,26.9548102,-81.1908197 -Other,42,3989,0.010528954625219354,26.9548102,-81.1908197 -Democrat,2014,7108,0.28334271243669107,29.9072571,-85.2565366 -Republican,4995,7108,0.7027293190770962,29.9072571,-85.2565366 -Other,99,7108,0.013927968486212718,29.9072571,-85.2565366 -Democrat,2228,5407,0.41205844275938597,30.4911868,-82.9510714 -Republican,3138,5407,0.5803587941557241,30.4911868,-82.9510714 -Other,41,5407,0.007582763084889957,30.4911868,-82.9510714 -Democrat,2463,7226,0.3408524771657902,27.4928458,-81.8215798 -Republican,4696,7226,0.6498754497647384,27.4928458,-81.8215798 -Other,67,7226,0.009272073069471353,27.4928458,-81.8215798 -Democrat,4751,10185,0.4664702994599902,26.539967,-81.1521142 -Republican,5355,10185,0.5257731958762887,26.539967,-81.1521142 -Other,79,10185,0.007756504663721159,26.539967,-81.1521142 -Democrat,37830,83667,0.45214959302950986,28.5730426,-82.4662272 -Republican,44938,83667,0.5371054298588451,28.5730426,-82.4662272 -Other,899,83667,0.010744977111644974,28.5730426,-82.4662272 -Democrat,16148,42444,0.3804542455941947,27.3410799,-81.3423534 -Republican,25915,42444,0.6105692206201112,27.3410799,-81.3423534 -Other,381,42444,0.008976533785694091,27.3410799,-81.3423534 -Democrat,286467,542102,0.528437452730298,27.9066072,-82.3497186 -Republican,250186,542102,0.4615109333667834,27.9066072,-82.3497186 -Other,5449,542102,0.010051613902918638,27.9066072,-82.3497186 -Democrat,1264,8274,0.15276770606719844,30.8620072,-85.8159385 -Republican,6919,8274,0.8362339859801788,30.8620072,-85.8159385 -Other,91,8274,0.010998307952622674,30.8620072,-85.8159385 -Democrat,7342,20941,0.35060407812425387,30.7892485,-85.2088141 -Republican,13418,20941,0.6407525906117186,30.7892485,-85.2088141 -Other,181,20941,0.008643331264027505,30.7892485,-85.2088141 -Democrat,3945,7808,0.5052510245901639,30.4245577,-83.8908594 -Republican,3808,7808,0.48770491803278687,30.4245577,-83.8908594 -Other,55,7808,0.00704405737704918,30.4245577,-83.8908594 -Democrat,687,3399,0.20211827007943514,29.9900661,-83.1785097 -Republican,2668,3399,0.7849367461017946,29.9900661,-83.1785097 -Other,44,3399,0.012944983818770227,29.9900661,-83.1785097 -Democrat,61799,150811,0.40977780135401265,28.7641128,-81.7122822 -Republican,87643,150811,0.5811446114673333,28.7641128,-81.7122822 -Other,1369,150811,0.009077587178654077,28.7641128,-81.7122822 -Democrat,110157,266166,0.41386578300759674,26.5590348,-81.8919943 -Republican,154163,266166,0.5791986955508968,26.5590348,-81.8919943 -Other,1846,266166,0.006935521441506429,26.5590348,-81.8919943 -Democrat,90881,148353,0.6125996777955283,30.4593104,-84.2778004 -Republican,55805,148353,0.3761636097685925,30.4593104,-84.2778004 -Other,1667,148353,0.011236712435879289,30.4593104,-84.2778004 -Democrat,6119,18399,0.33257242241426166,29.2844566,-82.783462 -Republican,12054,18399,0.655144301320724,29.2844566,-82.783462 -Other,226,18399,0.012283276265014404,29.2844566,-82.783462 -Democrat,942,3284,0.2868453105968331,30.2598494,-84.8685805 -Republican,2301,3284,0.7006699147381242,30.2598494,-84.8685805 -Other,41,3284,0.012484774665042631,30.2598494,-84.8685805 -Democrat,4176,8715,0.47917383820998277,30.4472325,-83.4704159 -Republican,4474,8715,0.5133677567412507,30.4472325,-83.4704159 -Other,65,8715,0.007458405048766495,30.4472325,-83.4704159 -Democrat,66503,153491,0.4332697031096286,27.4816825,-82.3687669 -Republican,85627,153491,0.5578633274915141,27.4816825,-82.3687669 -Other,1361,153491,0.008866969398857262,27.4816825,-82.3687669 -Democrat,66831,161385,0.41410911794776467,29.2028047,-82.0431004 -Republican,93043,161385,0.5765281779595377,29.2028047,-82.0431004 -Other,1511,161385,0.009362704092697587,29.2028047,-82.0431004 -Democrat,30107,78873,0.38171490877740166,27.0836036,-80.3982011 -Republican,48183,78873,0.6108934616408657,27.0836036,-80.3982011 -Other,583,78873,0.007391629581732659,27.0836036,-80.3982011 -Democrat,19404,39057,0.496812351179046,24.7688833,-80.9532703 -Republican,19234,39057,0.492459738331157,24.7688833,-80.9532703 -Other,419,39057,0.010727910489796964,24.7688833,-80.9532703 -Democrat,10251,40528,0.25293624161073824,30.6059629,-81.7650867 -Republican,29929,40528,0.7384771022502961,30.6059629,-81.7650867 -Other,348,40528,0.008586656138965653,30.6059629,-81.7650867 -Democrat,23421,94798,0.24706217430747485,30.665851,-86.5941872 -Republican,70168,94798,0.7401843920757822,30.665851,-86.5941872 -Other,1209,94798,0.012753433616742969,30.665851,-86.5941872 -Democrat,4856,12324,0.3940279130152548,27.3855924,-80.8873884 -Republican,7328,12324,0.5946121389159363,27.3855924,-80.8873884 -Other,140,12324,0.011359948068808828,27.3855924,-80.8873884 -Democrat,273665,466359,0.5868118766872731,28.5143906,-81.3232839 -Republican,188589,466359,0.404385891555647,28.5143906,-81.3232839 -Other,4105,466359,0.008802231757079846,28.5143906,-81.3232839 -Democrat,67239,108698,0.6185854385545272,28.0590267,-81.1393116 -Republican,40592,108698,0.37343833373199137,28.0590267,-81.1393116 -Other,867,108698,0.00797622771348139,28.0590267,-81.1393116 -Democrat,98263,213573,0.4600909290968428,28.3077107,-82.4648324 -Republican,112427,213573,0.5264101735706292,28.3077107,-82.4648324 -Other,2883,213573,0.013498897332527989,28.3077107,-82.4648324 -Democrat,239104,457702,0.5224010382301147,27.9031078,-82.7395188 -Republican,213258,457702,0.465931981944584,27.9031078,-82.7395188 -Other,5340,457702,0.011666979825301179,27.9031078,-82.7395188 -Democrat,114622,248683,0.4609161060466538,27.9536488,-81.6935337 -Republican,131577,248683,0.5290952739029205,27.9536488,-81.6935337 -Other,2484,248683,0.009988620050425643,27.9536488,-81.6935337 -Democrat,11667,31324,0.37246200996041373,29.5938964,-81.7320389 -Republican,19326,31324,0.6169710126420636,29.5938964,-81.7320389 -Other,331,31324,0.010566977397522666,29.5938964,-81.7320389 -Democrat,95119,207480,0.4584490071332177,27.1843855,-82.3658351 -Republican,110504,207480,0.5326007326007326,27.1843855,-82.3658351 -Other,1857,207480,0.00895026026604974,27.1843855,-82.3658351 -Democrat,96445,208620,0.4622998753714888,28.6900918,-81.1319894 -Republican,109943,208620,0.5270012462851117,28.6900918,-81.1319894 -Other,2232,208620,0.010698878343399483,28.6900918,-81.1319894 -Democrat,19524,60479,0.3228227979959986,28.7141008,-82.0743472 -Republican,40646,60479,0.6720679905421717,28.7141008,-82.0743472 -Other,309,60479,0.005109211461829726,28.7141008,-82.0743472 -Democrat,4751,17629,0.2694991207669181,30.1892438,-82.9927542 -Republican,12672,17629,0.7188155879516706,30.1892438,-82.9927542 -Other,206,17629,0.011685291281411311,30.1892438,-82.9927542 -Democrat,2764,9120,0.3030701754385965,30.0099084,-83.6094825 -Republican,6249,9120,0.6851973684210526,30.0099084,-83.6094825 -Other,107,9120,0.011732456140350877,30.0099084,-83.6094825 -Democrat,1339,5393,0.2482848136473206,30.0542796,-82.366918 -Republican,3980,5393,0.7379936955312442,30.0542796,-82.366918 -Other,74,5393,0.013721490821435194,30.0542796,-82.366918 -Democrat,114748,234536,0.489255380837057,29.057769,-81.161792 -Republican,117490,234536,0.5009465497834021,29.057769,-81.161792 -Other,2298,234536,0.009798069379540881,29.057769,-81.161792 -Democrat,5175,14660,0.3530013642564802,30.139432,-84.3748463 -Republican,9290,14660,0.6336971350613916,30.139432,-84.3748463 -Other,195,14660,0.01330150068212824,30.139432,-84.3748463 -Democrat,6671,28494,0.23411946374675371,30.6312106,-86.1766139 -Republican,21490,28494,0.7541938653751667,30.6312106,-86.1766139 -Other,333,28494,0.011686670878079595,30.6312106,-86.1766139 -Democrat,2820,10999,0.2563869442676607,30.6022166,-85.6627968 -Republican,8038,10999,0.7307937085189563,30.6022166,-85.6627968 -Other,141,10999,0.012819347213383035,30.6022166,-85.6627968 -Democrat,1758,7086,0.2480948348856901,31.739712,-82.2901025 -Republican,5233,7086,0.7384984476432402,31.739712,-82.2901025 -Other,95,7086,0.013406717471069715,31.739712,-82.2901025 -Democrat,930,2902,0.32046864231564437,31.2968056,-82.8781511 -Republican,1938,2902,0.667815299793246,31.2968056,-82.8781511 -Other,34,2902,0.01171605789110958,31.2968056,-82.8781511 -Democrat,791,3931,0.2012210633426609,31.5502095,-82.4514325 -Republican,3093,3931,0.7868226914271178,31.5502095,-82.4514325 -Other,47,3931,0.011956245230221318,31.5502095,-82.4514325 -Democrat,794,1589,0.49968533668974197,31.3195798,-84.4548812 -Republican,785,1589,0.49402139710509757,31.3195798,-84.4548812 -Other,10,1589,0.0062932662051604785,31.3195798,-84.4548812 -Democrat,8483,16238,0.5224165537627786,33.0594897,-83.2554566 -Republican,7589,16238,0.46736051237837173,33.0594897,-83.2554566 -Other,166,16238,0.010222933858849611,33.0594897,-83.2554566 -Democrat,780,6195,0.12590799031476999,34.3519216,-83.4984409 -Republican,5354,6195,0.8642453591606134,34.3519216,-83.4984409 -Other,61,6195,0.009846650524616626,34.3519216,-83.4984409 -Democrat,6028,25199,0.23921584189848805,33.9920094,-83.7123025 -Republican,18725,25199,0.7430850430572642,33.9920094,-83.7123025 -Other,446,25199,0.017699115044247787,33.9920094,-83.7123025 -Democrat,8396,35802,0.23451203843360707,34.2409175,-84.8381879 -Republican,26876,35802,0.7506843193117703,34.2409175,-84.8381879 -Other,530,35802,0.014803642254622646,34.2409175,-84.8381879 -Democrat,1273,6201,0.20528946944041285,31.2886522,-83.2278695 -Republican,4843,6201,0.781003064021932,31.2886522,-83.2278695 -Other,85,6201,0.013707466537655217,31.2886522,-83.2278695 -Democrat,38585,64718,0.5962019839920888,32.8088446,-83.6941941 -Republican,25623,64718,0.39591767359930774,32.8088446,-83.6941941 -Other,510,64718,0.00788034240860348,32.8088446,-83.6941941 -Democrat,1269,4907,0.25861014876706745,32.4354034,-83.3317174 -Republican,3587,4907,0.7309965355614428,32.4354034,-83.3317174 -Other,51,4907,0.010393315671489708,32.4354034,-83.3317174 -Democrat,939,6002,0.15644785071642786,31.1973339,-81.9829779 -Republican,4964,6002,0.8270576474508498,31.1973339,-81.9829779 -Other,99,6002,0.016494501832722427,31.1973339,-81.9829779 -Democrat,3138,6742,0.465440522100267,30.8229337,-83.5819054 -Republican,3554,6742,0.5271432809255414,30.8229337,-83.5819054 -Other,50,6742,0.007416196974191634,30.8229337,-83.5819054 -Democrat,3707,13453,0.27555192150449714,32.0179692,-81.4385431 -Republican,9560,13453,0.7106221660596149,32.0179692,-81.4385431 -Other,186,13453,0.013825912435887907,32.0179692,-81.4385431 -Democrat,9593,24085,0.39829769566119994,32.3917111,-81.744021 -Republican,14174,24085,0.5884990658085946,32.3917111,-81.744021 -Other,318,24085,0.013203238530205523,32.3917111,-81.744021 -Democrat,5405,9779,0.5527150015338992,33.0601805,-82.0001638 -Republican,4301,9779,0.4398200224971879,33.0601805,-82.0001638 -Other,73,9779,0.007464975968912977,33.0601805,-82.0001638 -Democrat,2968,9381,0.3163841807909605,33.2903551,-83.9582206 -Republican,6306,9381,0.6722097857371282,33.2903551,-83.9582206 -Other,107,9381,0.01140603347191131,33.2903551,-83.9582206 -Democrat,1298,2188,0.593235831809872,31.521279,-84.6262895 -Republican,883,2188,0.40356489945155394,31.521279,-84.6262895 -Other,7,2188,0.0031992687385740404,31.521279,-84.6262895 -Democrat,6377,17983,0.3546126897625535,30.913358,-81.6420193 -Republican,11343,17983,0.6307623866985487,30.913358,-81.6420193 -Other,263,17983,0.014624923538897848,30.913358,-81.6420193 -Democrat,1157,3528,0.32794784580498865,32.4039497,-82.0712656 -Republican,2344,3528,0.6643990929705216,32.4039497,-82.0712656 -Other,27,3528,0.007653061224489796,32.4039497,-82.0712656 -Democrat,12688,41549,0.30537437724132954,33.5822366,-85.0805272 -Republican,28280,41549,0.6806421333846784,33.5822366,-85.0805272 -Other,581,41549,0.013983489373992153,33.5822366,-85.0805272 -Democrat,5365,23678,0.2265816369625813,34.9002176,-85.1393857 -Republican,17858,23678,0.7542022130247487,34.9002176,-85.1393857 -Other,455,23678,0.019216150012669988,34.9002176,-85.1393857 -Democrat,1197,3764,0.31801275239107335,30.7799036,-82.1396442 -Republican,2527,3764,0.6713602550478215,30.7799036,-82.1396442 -Other,40,3764,0.010626992561105207,30.7799036,-82.1396442 -Democrat,60246,108628,0.5546083882608536,31.9804037,-81.085184 -Republican,47204,108628,0.43454726221600326,31.9804037,-81.085184 -Other,1178,108628,0.010844349523143204,31.9804037,-81.085184 -Democrat,729,1490,0.489261744966443,32.3474454,-84.7880206 -Republican,735,1490,0.49328859060402686,32.3474454,-84.7880206 -Other,26,1490,0.0174496644295302,32.3474454,-84.7880206 -Democrat,2232,7822,0.285349015597034,34.4741785,-85.3452894 -Republican,5452,7822,0.6970084377397086,34.4741785,-85.3452894 -Other,138,7822,0.01764254666325748,34.4741785,-85.3452894 -Democrat,19841,98220,0.20200570148645897,34.2443166,-84.4750574 -Republican,76514,98220,0.7790063123600082,34.2443166,-84.4750574 -Other,1865,98220,0.018987986153532886,34.2443166,-84.4750574 -Democrat,25431,40368,0.6299791914387634,33.9521852,-83.3671522 -Republican,13815,40368,0.3422265160523187,33.9521852,-83.3671522 -Other,1122,40368,0.027794292508917955,33.9521852,-83.3671522 -Democrat,862,1402,0.6148359486447932,31.6198309,-84.9925826 -Republican,537,1402,0.3830242510699001,31.6198309,-84.9925826 -Other,3,1402,0.0021398002853067048,31.6198309,-84.9925826 -Democrat,81479,96067,0.8481476469547296,33.5426863,-84.3555727 -Republican,14164,96067,0.1474387666940781,33.5426863,-84.3555727 -Other,424,96067,0.004413586351192397,33.5426863,-84.3555727 -Democrat,852,2472,0.3446601941747573,30.9176531,-82.7026143 -Republican,1598,2472,0.6464401294498382,30.9176531,-82.7026143 -Other,22,2472,0.00889967637540453,30.9176531,-82.7026143 -Democrat,133124,310116,0.42927162739104074,33.9399298,-84.5741123 -Republican,171722,310116,0.5537347315198183,33.9399298,-84.5741123 -Other,5270,310116,0.016993641089140837,33.9399298,-84.5741123 -Democrat,5057,14454,0.3498685484986855,31.5492452,-82.8449401 -Republican,9248,14454,0.6398228863982288,31.5492452,-82.8449401 -Other,149,14454,0.010308565103085652,31.5492452,-82.8449401 -Democrat,3973,13328,0.29809423769507803,31.1897075,-83.769773 -Republican,9243,13328,0.6935024009603842,31.1897075,-83.769773 -Other,112,13328,0.008403361344537815,31.1897075,-83.769773 -Democrat,16451,58923,0.27919488145545884,33.5476313,-82.2522957 -Republican,41765,58923,0.7088064083634574,33.5476313,-82.2522957 -Other,707,58923,0.011998710181083788,33.5476313,-82.2522957 -Democrat,2042,6031,0.3385839827557619,31.1525157,-83.4294448 -Republican,3935,6031,0.6524622782291494,31.1525157,-83.4294448 -Other,54,6031,0.008953739015088709,31.1525157,-83.4294448 -Democrat,15168,55555,0.2730267302673027,33.3528965,-84.7621381 -Republican,39653,55555,0.7137611376113762,33.3528965,-84.7621381 -Other,734,55555,0.013212132121321213,33.3528965,-84.7621381 -Democrat,1706,5133,0.33235924410676015,32.7094283,-83.9791874 -Republican,3368,5133,0.6561465030196766,32.7094283,-83.9791874 -Other,59,5133,0.011494252873563218,32.7094283,-83.9791874 -Democrat,3167,7396,0.42820443482963766,31.9151485,-83.7535309 -Republican,4182,7396,0.565440778799351,31.9151485,-83.7535309 -Other,47,7396,0.006354786371011357,31.9151485,-83.7535309 -Democrat,1411,6020,0.23438538205980067,34.8524237,-85.5062006 -Republican,4471,6020,0.7426910299003322,34.8524237,-85.5062006 -Other,138,6020,0.02292358803986711,34.8524237,-85.5062006 -Democrat,1241,10244,0.12114408434205388,34.4426077,-84.1732611 -Republican,8847,10244,0.863627489262007,34.4426077,-84.1732611 -Other,156,10244,0.015228426395939087,34.4426077,-84.1732611 -Democrat,4591,10485,0.437863614687649,30.8806431,-84.5838902 -Republican,5824,10485,0.5554601812112542,30.8806431,-84.5838902 -Other,70,10485,0.006676204101096805,30.8806431,-84.5838902 -Democrat,2442,7733,0.3157894736842105,32.164369,-83.1678658 -Republican,5214,7733,0.6742532005689901,32.164369,-83.1678658 -Other,77,7733,0.00995732574679943,32.164369,-83.1678658 -Democrat,2285,4298,0.5316426244765007,32.1519954,-83.807167 -Republican,1985,4298,0.4618427175430433,32.1519954,-83.807167 -Other,28,4298,0.006514657980456026,32.1519954,-83.807167 -Democrat,26295,37919,0.6934518315356417,31.5325876,-84.20904 -Republican,11449,37919,0.30193306785516494,31.5325876,-84.20904 -Other,175,37919,0.0046151006091932805,31.5325876,-84.20904 -Democrat,28441,55267,0.5146108889572439,33.7012421,-84.7673139 -Republican,26241,55267,0.47480413266506233,33.7012421,-84.7673139 -Other,585,55267,0.010584978377693741,33.7012421,-84.7673139 -Democrat,2765,5353,0.5165327853540072,31.3241906,-84.9067225 -Republican,2557,5353,0.4776760694937418,31.3241906,-84.9067225 -Other,31,5353,0.005791145152251074,31.3241906,-84.9067225 -Democrat,173,1102,0.1569872958257713,30.7140081,-82.8973758 -Republican,917,1102,0.8321234119782214,30.7140081,-82.8973758 -Other,12,1102,0.010889292196007259,30.7140081,-82.8973758 -Democrat,4947,20816,0.23765372790161415,32.3616802,-81.343372 -Republican,15596,20816,0.7492313604919293,32.3616802,-81.343372 -Other,273,20816,0.013114911606456572,32.3616802,-81.343372 -Democrat,3181,8143,0.3906422694338696,34.116413,-82.8419087 -Republican,4859,8143,0.5967088296696549,34.116413,-82.8419087 -Other,103,8143,0.0126489008964755,34.116413,-82.8419087 -Democrat,2927,8083,0.362118025485587,32.5910995,-82.2997628 -Republican,5100,8083,0.6309538537671656,32.5910995,-82.2997628 -Other,56,8083,0.0069281207472473095,32.5910995,-82.2997628 -Democrat,1268,3563,0.3558798765085602,32.1530834,-81.890153 -Republican,2268,3563,0.6365422396856582,32.1530834,-81.890153 -Other,27,3563,0.007577883805781645,32.1530834,-81.890153 -Democrat,2028,10017,0.20245582509733454,34.8665427,-84.3173308 -Republican,7857,10017,0.784366576819407,34.8665427,-84.3173308 -Other,132,10017,0.013177598083258461,34.8665427,-84.3173308 -Democrat,19736,58568,0.3369758229750034,33.4127172,-84.4939407 -Republican,38075,58568,0.6500990301871329,33.4127172,-84.4939407 -Other,757,58568,0.01292514683786368,33.4127172,-84.4939407 -Democrat,9640,32829,0.2936428158031009,34.2636918,-85.2136851 -Republican,22733,32829,0.6924670261049681,34.2636918,-85.2136851 -Other,456,32829,0.013890158091930914,34.2636918,-85.2136851 -Democrat,14571,81731,0.17827996720950434,34.225143,-84.1274075 -Republican,65908,81731,0.8064014878075638,34.225143,-84.1274075 -Other,1252,81731,0.015318544982931812,34.225143,-84.1274075 -Democrat,1499,7762,0.19312032981190416,34.3752657,-83.2275325 -Republican,6114,7762,0.7876835867044576,34.3752657,-83.2275325 -Other,149,7762,0.019196083483638236,34.3752657,-83.2275325 -Democrat,255470,397413,0.6428325193186937,33.7900338,-84.4681816 -Republican,137124,397413,0.3450415562651448,33.7900338,-84.4681816 -Other,4819,397413,0.012125924416161525,33.7900338,-84.4681816 -Democrat,1958,11018,0.17770920312216373,34.6905055,-84.4546244 -Republican,8926,11018,0.8101288800145217,34.6905055,-84.4546244 -Other,134,11018,0.012161916863314576,34.6905055,-84.4546244 -Democrat,176,1333,0.13203300825206302,33.2274908,-82.6069126 -Republican,1135,1333,0.8514628657164292,33.2274908,-82.6069126 -Other,22,1333,0.016504126031507877,33.2274908,-82.6069126 -Democrat,11950,33133,0.3606676123502249,31.2127098,-81.4964503 -Republican,20893,33133,0.6305797845048743,31.2127098,-81.4964503 -Other,290,33133,0.008752603144900855,31.2127098,-81.4964503 -Democrat,3440,16897,0.20358643546191632,34.5096669,-84.8738622 -Republican,13197,16897,0.781026217671776,34.5096669,-84.8738622 -Other,260,16897,0.015387346866307628,34.5096669,-84.8738622 -Democrat,3419,9396,0.36387824606215413,30.8759076,-84.2450803 -Republican,5924,9396,0.6304810557684121,30.8759076,-84.2450803 -Other,53,9396,0.005640698169433802,30.8759076,-84.2450803 -Democrat,3201,8323,0.3845969001561937,33.5767403,-83.1666127 -Republican,5071,8323,0.6092755016220113,33.5767403,-83.1666127 -Other,51,8323,0.006127598221795026,33.5767403,-83.1666127 -Democrat,132509,296728,0.4465672265509153,33.9591457,-84.023087 -Republican,159855,296728,0.5387257016526921,33.9591457,-84.023087 -Other,4364,296728,0.014707071796392655,33.9591457,-84.023087 -Democrat,2301,14641,0.15716139607950277,34.6343924,-83.5258749 -Republican,12166,14641,0.830954169797145,34.6343924,-83.5258749 -Other,174,14641,0.01188443412335223,34.6343924,-83.5258749 -Democrat,12999,61364,0.21183430024118374,34.3175689,-83.8184997 -Republican,47481,61364,0.7737598592008343,34.3175689,-83.8184997 -Other,884,61364,0.014405840557981879,34.3175689,-83.8184997 -Democrat,3308,4088,0.8091976516634051,33.2692195,-83.0004653 -Republican,769,4088,0.18811154598825833,33.2692195,-83.0004653 -Other,11,4088,0.0026908023483365948,33.2692195,-83.0004653 -Democrat,1789,10376,0.1724171164225135,33.7951646,-85.2200629 -Republican,8446,10376,0.813993831919815,33.7951646,-85.2200629 -Other,141,10376,0.01358905165767155,33.7951646,-85.2200629 -Democrat,4145,15488,0.26762654958677684,32.7315494,-84.912432 -Republican,11197,15488,0.7229467975206612,32.7315494,-84.912432 -Other,146,15488,0.009426652892561983,32.7315494,-84.912432 -Democrat,2870,9511,0.3017558616338976,34.3487328,-82.96329 -Republican,6517,9511,0.6852066028808748,34.3487328,-82.96329 -Other,124,9511,0.013037535485227632,34.3487328,-82.96329 -Democrat,948,4172,0.22722914669223393,33.2913469,-85.1378862 -Republican,3160,4172,0.7574304889741131,33.2913469,-85.1378862 -Other,64,4172,0.015340364333652923,33.2913469,-85.1378862 -Democrat,43761,91378,0.478900829521329,33.4529466,-84.1540207 -Republican,46774,91378,0.5118737551708289,33.4529466,-84.1540207 -Other,843,91378,0.00922541530784215,33.4529466,-84.1540207 -Democrat,22702,58056,0.3910362408708833,32.4582875,-83.6625217 -Republican,34662,58056,0.597044233154196,32.4582875,-83.6625217 -Other,692,58056,0.011919525974920766,32.4582875,-83.6625217 -Democrat,1141,3709,0.30763008897276894,31.6043062,-83.2770374 -Republican,2538,3709,0.6842814774871934,31.6043062,-83.2770374 -Other,30,3709,0.008088433540037746,31.6043062,-83.2770374 -Democrat,4238,23704,0.17878839014512318,34.1309052,-83.5625568 -Republican,19135,23704,0.8072477219034762,34.1309052,-83.5625568 -Other,331,23704,0.013963887951400607,34.1309052,-83.5625568 -Democrat,1845,6031,0.3059194163488642,33.3169807,-83.6891515 -Republican,4136,6031,0.6857900845630907,33.3169807,-83.6891515 -Other,50,6031,0.0082904990880451,33.3169807,-83.6891515 -Democrat,4261,7298,0.5838585913949027,33.0581756,-82.4200036 -Republican,2999,7298,0.410934502603453,33.0581756,-82.4200036 -Other,38,7298,0.005206906001644286,33.0581756,-82.4200036 -Democrat,1488,3390,0.4389380530973451,32.7945631,-81.9715244 -Republican,1887,3390,0.5566371681415929,32.7945631,-81.9715244 -Other,15,3390,0.004424778761061947,32.7945631,-81.9715244 -Democrat,1305,3772,0.34597030752916225,32.6945842,-82.6639696 -Republican,2440,3772,0.6468716861081655,32.6945842,-82.6639696 -Other,27,3772,0.0071580063626723225,32.6945842,-82.6639696 -Democrat,4274,12105,0.3530772408095828,33.0216636,-83.5621958 -Republican,7744,12105,0.6397356464270962,33.0216636,-83.5621958 -Other,87,12105,0.007187112763320942,33.0216636,-83.5621958 -Democrat,2602,7592,0.34272918861959956,33.0744405,-84.1466893 -Republican,4899,7592,0.6452845100105374,33.0744405,-84.1466893 -Other,91,7592,0.011986301369863013,33.0744405,-84.1466893 -Democrat,1114,2972,0.37483176312247646,31.0381973,-83.0631635 -Republican,1820,2972,0.6123822341857336,31.0381973,-83.0631635 -Other,38,2972,0.01278600269179004,31.0381973,-83.0631635 -Democrat,7513,19604,0.3832381146704754,32.3932197,-82.9263171 -Republican,11950,19604,0.609569475617221,32.3932197,-82.9263171 -Other,141,19604,0.007192409712303611,32.3932197,-82.9263171 -Democrat,3196,13628,0.23451717053125917,31.8184185,-84.1466814 -Republican,10314,13628,0.7568241855004403,31.8184185,-84.1466814 -Other,118,13628,0.008658643968300558,31.8184185,-84.1466814 -Democrat,10457,16170,0.6466914038342609,31.8074582,-81.4578709 -Republican,5565,16170,0.34415584415584416,31.8074582,-81.4578709 -Other,148,16170,0.009152752009894866,31.8074582,-81.4578709 -Democrat,1586,4426,0.35833709896068683,33.7921507,-82.4482992 -Republican,2807,4426,0.6342069588793493,33.7921507,-82.4482992 -Other,33,4426,0.00745594215996385,33.7921507,-82.4482992 -Democrat,1442,3802,0.37927406628090476,31.7495633,-81.7428697 -Republican,2306,3802,0.6065228826933193,31.7495633,-81.7428697 -Other,54,3802,0.014203051025775907,31.7495633,-81.7428697 -Democrat,17470,39137,0.446380662799908,30.833145,-83.2689952 -Republican,21327,39137,0.5449319058691264,30.833145,-83.2689952 -Other,340,39137,0.008687431330965582,30.833145,-83.2689952 -Democrat,2055,10905,0.18844566712517194,34.5681403,-83.9989251 -Republican,8647,10905,0.7929390187987162,34.5681403,-83.9989251 -Other,203,10905,0.018615314076111875,34.5681403,-83.9989251 -Democrat,3211,4781,0.671616816565572,32.3626859,-84.0512306 -Republican,1545,4781,0.32315415185107715,32.3626859,-84.0512306 -Other,25,4781,0.005229031583350764,32.3626859,-84.0512306 -Democrat,2494,11104,0.22460374639769454,34.1285257,-83.2037373 -Republican,8443,11104,0.760356628242075,34.1285257,-83.2037373 -Other,167,11104,0.015039625360230548,34.1285257,-83.2037373 -Democrat,1412,3170,0.44542586750788643,32.3593118,-84.5287354 -Republican,1733,3170,0.5466876971608833,32.3593118,-84.5287354 -Other,25,3170,0.007886435331230283,32.3593118,-84.5287354 -Democrat,4331,9264,0.46750863557858374,33.0292666,-84.6670579 -Republican,4856,9264,0.5241796200345423,33.0292666,-84.6670579 -Other,77,9264,0.008311744386873921,33.0292666,-84.6670579 -Democrat,852,2775,0.307027027027027,31.1629309,-84.7303983 -Republican,1905,2775,0.6864864864864865,31.1629309,-84.7303983 -Other,18,2775,0.006486486486486486,31.1629309,-84.7303983 -Democrat,4081,8275,0.49317220543806645,31.228997,-84.192038 -Republican,4155,8275,0.5021148036253776,31.228997,-84.192038 -Other,39,8275,0.004712990936555891,31.228997,-84.192038 -Democrat,3785,12277,0.30830007330781134,33.0174352,-83.9229376 -Republican,8361,12277,0.681029567483913,33.0174352,-83.9229376 -Other,131,12277,0.010670359208275637,33.0174352,-83.9229376 -Democrat,1135,3832,0.2961899791231733,32.1721081,-82.5333487 -Republican,2662,3832,0.6946764091858038,32.1721081,-82.5333487 -Other,35,3832,0.009133611691022964,32.1721081,-82.5333487 -Democrat,2753,9027,0.3049739669879251,33.5986956,-83.4994346 -Republican,6186,9027,0.6852775008308408,33.5986956,-83.4994346 -Other,88,9027,0.009748532181234075,33.5986956,-83.4994346 -Democrat,2542,11217,0.22662030846037265,34.7970974,-84.7379899 -Republican,8443,11217,0.7526967995007577,34.7970974,-84.7379899 -Other,232,11217,0.020682892038869572,34.7970974,-84.7379899 -Democrat,42573,70603,0.602991374304208,32.510197,-84.874946 -Republican,27510,70603,0.38964349956800703,32.510197,-84.874946 -Other,520,70603,0.0073651261277849385,32.510197,-84.874946 -Democrat,21851,43234,0.5054124069019753,33.5440407,-83.8551837 -Republican,20982,43234,0.485312485543785,33.5440407,-83.8551837 -Other,401,43234,0.00927510755423972,33.5440407,-83.8551837 -Democrat,4421,17817,0.24813380479317507,33.8341247,-83.4377284 -Republican,13098,17817,0.7351405960599428,33.8341247,-83.4377284 -Other,298,17817,0.01672559914688219,33.8341247,-83.4377284 -Democrat,1914,6273,0.305117168818747,33.8668062,-83.0740805 -Republican,4251,6273,0.6776661884265901,33.8668062,-83.0740805 -Other,108,6273,0.01721664275466284,33.8668062,-83.0740805 -Democrat,15825,57399,0.27570166727643336,33.9210299,-84.8671693 -Republican,40846,57399,0.7116151849335355,33.9210299,-84.8671693 -Other,728,57399,0.012683147790031185,33.9210299,-84.8671693 -Democrat,6148,11516,0.5338659256686349,32.5713241,-83.8319779 -Republican,5287,11516,0.4591003820771101,32.5713241,-83.8319779 -Other,81,11516,0.00703369225425495,32.5713241,-83.8319779 -Democrat,1975,12680,0.1557570977917981,34.4567464,-84.4903508 -Republican,10547,12680,0.831782334384858,34.4567464,-84.4903508 -Other,158,12680,0.012460567823343848,34.4567464,-84.4903508 -Democrat,1124,6846,0.16418346479696172,31.353998,-82.2103703 -Republican,5667,6846,0.8277826468010517,31.353998,-82.2103703 -Other,55,6846,0.008033888401986562,31.353998,-82.2103703 -Democrat,1356,8109,0.16722160562338143,33.0812241,-84.3898475 -Republican,6668,8109,0.8222962140831175,33.0812241,-84.3898475 -Other,85,8109,0.010482180293501049,33.0812241,-84.3898475 -Democrat,3615,13608,0.265652557319224,33.9960153,-85.1883384 -Republican,9811,13608,0.7209729570840682,33.9960153,-85.1883384 -Other,182,13608,0.013374485596707819,33.9960153,-85.1883384 -Democrat,1219,3682,0.33107007061379684,32.2388026,-83.4818454 -Republican,2444,3682,0.6637696903856599,32.2388026,-83.4818454 -Other,19,3682,0.005160239000543183,32.2388026,-83.4818454 -Democrat,2926,9222,0.31728475384949034,33.3210605,-83.3717898 -Republican,6215,9222,0.6739319019735416,33.3210605,-83.3717898 -Other,81,9222,0.00878334417696812,33.3210605,-83.3717898 -Democrat,612,1128,0.5425531914893617,31.8629381,-85.0047978 -Republican,510,1128,0.4521276595744681,31.8629381,-85.0047978 -Other,6,1128,0.005319148936170213,31.8629381,-85.0047978 -Democrat,1559,7463,0.2088972263164947,34.8839345,-83.4048701 -Republican,5754,7463,0.7710036178480504,34.8839345,-83.4048701 -Other,150,7463,0.02009915583545491,34.8839345,-83.4048701 -Democrat,1770,3058,0.578809679529104,31.762651,-84.7523108 -Republican,1271,3058,0.4156311314584696,31.762651,-84.7523108 -Other,17,3058,0.005559189012426423,31.762651,-84.7523108 -Democrat,52560,79020,0.6651480637813212,33.3614863,-82.0749982 -Republican,25845,79020,0.32706909643128323,33.3614863,-82.0749982 -Other,615,79020,0.007782839787395596,33.3614863,-82.0749982 -Democrat,22023,38085,0.5782591571484836,33.6520811,-84.0263696 -Republican,15716,38085,0.41265590127346724,33.6520811,-84.0263696 -Other,346,38085,0.0090849415780491,33.6520811,-84.0263696 -Democrat,448,1748,0.2562929061784897,32.2634439,-84.3227083 -Republican,1286,1748,0.7356979405034325,32.2634439,-84.3227083 -Other,14,1748,0.008009153318077803,32.2634439,-84.3227083 -Democrat,2774,6100,0.4547540983606557,32.7447512,-81.6175849 -Republican,3287,6100,0.5388524590163934,32.7447512,-81.6175849 -Other,39,6100,0.0063934426229508194,32.7447512,-81.6175849 -Democrat,1478,3769,0.3921464579464049,30.9339599,-84.8676853 -Republican,2245,3769,0.5956487131865216,30.9339599,-84.8676853 -Other,46,3769,0.012204828867073494,30.9339599,-84.8676853 -Democrat,9898,25088,0.39453125,33.2623481,-84.2849046 -Republican,14911,25088,0.5943478954081632,33.2623481,-84.2849046 -Other,279,25088,0.011120854591836735,33.2623481,-84.2849046 -Democrat,2131,9498,0.22436302379448306,34.5529139,-83.2902156 -Republican,7221,9498,0.7602653190145294,34.5529139,-83.2902156 -Other,146,9498,0.015371657190987577,34.5529139,-83.2902156 -Democrat,1323,2076,0.6372832369942196,32.073225,-84.8349117 -Republican,745,2076,0.3588631984585742,32.073225,-84.8349117 -Other,8,2076,0.0038535645472061657,32.073225,-84.8349117 -Democrat,6375,11831,0.5388386442397093,32.0422659,-84.2042935 -Republican,5378,11831,0.4545685064660637,32.0422659,-84.2042935 -Other,78,11831,0.00659284929422703,32.0422659,-84.2042935 -Democrat,2265,3491,0.648811228874248,32.7046026,-84.5300288 -Republican,1202,3491,0.34431395015754795,32.7046026,-84.5300288 -Other,24,3491,0.006874820968203953,32.7046026,-84.5300288 -Democrat,636,963,0.660436137071651,33.559319,-82.8752721 -Republican,323,963,0.3354101765316719,33.559319,-82.8752721 -Other,4,963,0.004153686396677051,33.559319,-82.8752721 -Democrat,1897,6667,0.28453577321133944,32.0437683,-82.0592081 -Republican,4706,6667,0.7058647067646617,32.0437683,-82.0592081 -Other,64,6667,0.0095995200239988,32.0437683,-82.0592081 -Democrat,1572,3538,0.44431882419446017,32.5546668,-84.2514261 -Republican,1948,3538,0.5505935556811759,32.5546668,-84.2514261 -Other,18,3538,0.005087620124364048,32.5546668,-84.2514261 -Democrat,1805,4336,0.41628228782287824,31.9136406,-82.9310634 -Republican,2480,4336,0.5719557195571956,31.9136406,-82.9310634 -Other,51,4336,0.0117619926199262,31.9136406,-82.9310634 -Democrat,2544,4398,0.5784447476125512,31.7771909,-84.4394464 -Republican,1834,4398,0.41700773078672126,31.7771909,-84.4394464 -Other,20,4398,0.004547521600727604,31.7771909,-84.4394464 -Democrat,7653,18953,0.4037883184720097,30.8646195,-83.9198155 -Republican,11156,18953,0.5886139397456867,30.8646195,-83.9198155 -Other,144,18953,0.007597741782303593,30.8646195,-83.9198155 -Democrat,4660,13927,0.33460185251669416,31.4570027,-83.5259307 -Republican,9185,13927,0.6595103037265743,31.4570027,-83.5259307 -Other,82,13927,0.005887843756731528,31.4570027,-83.5259307 -Democrat,2746,9344,0.2938784246575342,32.1178118,-82.3306257 -Republican,6524,9344,0.6982020547945206,32.1178118,-82.3306257 -Other,74,9344,0.007919520547945206,32.1178118,-82.3306257 -Democrat,1273,6211,0.20495894380937046,34.9025294,-83.7322645 -Republican,4876,6211,0.7850587667042345,34.9025294,-83.7322645 -Other,62,6211,0.009982289486395105,34.9025294,-83.7322645 -Democrat,1074,2750,0.39054545454545453,32.4095857,-82.5708819 -Republican,1652,2750,0.6007272727272728,32.4095857,-82.5708819 -Other,24,2750,0.008727272727272728,32.4095857,-82.5708819 -Democrat,10547,25986,0.4058723928269068,33.034482,-85.02836 -Republican,15179,25986,0.5841222196567383,33.034482,-85.02836 -Other,260,25986,0.01000538751635496,33.034482,-85.02836 -Democrat,1510,3559,0.42427648215790953,31.7248005,-83.6203195 -Republican,2028,3559,0.5698229839842652,31.7248005,-83.6203195 -Other,21,3559,0.005900533857825232,31.7248005,-83.6203195 -Democrat,2270,4202,0.5402189433603046,32.6658469,-83.4258792 -Republican,1907,4202,0.4538315088053308,32.6658469,-83.4258792 -Other,25,4202,0.005949547834364588,32.6658469,-83.4258792 -Democrat,2139,11079,0.19306796642296237,34.833333,-83.9892568 -Republican,8773,11079,0.7918584709811355,34.833333,-83.9892568 -Other,167,11079,0.015073562595902158,34.833333,-83.9892568 -Democrat,3959,11263,0.3515049276391725,32.8818367,-84.2922831 -Republican,7230,11263,0.6419248867974785,32.8818367,-84.2922831 -Other,74,11263,0.0065701855633490186,32.8818367,-84.2922831 -Democrat,5274,21896,0.2408659115820241,34.735802,-85.3054565 -Republican,16247,21896,0.7420076726342711,34.735802,-85.3054565 -Other,375,21896,0.017126415783704788,34.735802,-85.3054565 -Democrat,8148,37612,0.21663298947144527,33.7838866,-83.731829 -Republican,29036,37612,0.7719876635116453,33.7838866,-83.731829 -Other,428,37612,0.011379347016909498,33.7838866,-83.731829 -Democrat,3900,11939,0.3266605243320211,31.050881,-82.4215072 -Republican,7941,11939,0.6651310830052768,31.050881,-82.4215072 -Other,98,11939,0.008208392662702069,31.050881,-82.4215072 -Democrat,1529,2526,0.605304829770388,33.4191691,-82.6880123 -Republican,990,2526,0.3919239904988123,33.4191691,-82.6880123 -Other,7,2526,0.0027711797307996833,33.4191691,-82.6880123 -Democrat,4714,8808,0.5351952770208901,32.9718435,-82.7981123 -Republican,4035,8808,0.45810626702997276,32.9718435,-82.7981123 -Other,59,8808,0.006698455949137148,32.9718435,-82.7981123 -Democrat,2596,10269,0.2527996883825105,31.5478449,-81.9123763 -Republican,7557,10269,0.735904177621969,31.5478449,-81.9123763 -Other,116,10269,0.0112961339955205,31.5478449,-81.9123763 -Democrat,582,1187,0.4903117101937658,32.0466911,-84.5538279 -Republican,601,1187,0.506318449873631,32.0466911,-84.5538279 -Other,4,1187,0.003369839932603201,32.0466911,-84.5538279 -Democrat,772,2160,0.3574074074074074,32.105258,-82.7338492 -Republican,1366,2160,0.6324074074074074,32.105258,-82.7338492 -Other,22,2160,0.010185185185185186,32.105258,-82.7338492 -Democrat,1671,10488,0.15932494279176201,34.643776,-83.7434165 -Republican,8651,10488,0.8248474446987033,34.643776,-83.7434165 -Other,166,10488,0.015827612509534707,34.643776,-83.7434165 -Democrat,7210,26876,0.2682690876618544,34.8017261,-84.968541 -Republican,19305,26876,0.7182988539961304,34.8017261,-84.968541 -Other,361,26876,0.01343205834201518,34.8017261,-84.968541 -Democrat,1060,3129,0.3387663790348354,31.9627199,-83.4382586 -Republican,2053,3129,0.6561201661872803,31.9627199,-83.4382586 -Other,16,3129,0.005113454777884308,31.9627199,-83.4382586 -Democrat,2087,4761,0.4383532871245537,33.7790312,-82.7479211 -Republican,2635,4761,0.5534551564797312,33.7790312,-82.7479211 -Other,39,4761,0.008191556395715185,33.7790312,-82.7479211 -Democrat,2181,4450,0.4901123595505618,32.8042663,-83.1755122 -Republican,2246,4450,0.5047191011235955,32.8042663,-83.1755122 -Other,23,4450,0.005168539325842696,32.8042663,-83.1755122 -Democrat,2487,8419,0.2954032545432949,31.5517733,-83.8499598 -Republican,5869,8419,0.6971136714574178,31.5517733,-83.8499598 -Other,63,8419,0.007483073999287326,31.5517733,-83.8499598 -Democrat,47224,63454,0.74422416238535,19.5977643,-155.5024434 -Republican,14753,63454,0.2324991332303716,19.5977643,-155.5024434 -Other,1477,63454,0.023276704384278375,19.5977643,-155.5024434 -Democrat,204349,296742,0.6886419852936221,21.5800225,-158.1234063 -Republican,88461,296742,0.29810744687304125,21.5800225,-158.1234063 -Other,3932,296742,0.013250567833336703,21.5800225,-158.1234063 -Democrat,18641,25372,0.73470755163172,22.0120383,-159.7059653 -Republican,6121,25372,0.24125019706763362,22.0120383,-159.7059653 -Other,610,25372,0.024042251300646383,22.0120383,-159.7059653 -Democrat,36052,48653,0.7410026103220767,20.8559308,-156.6015502 -Republican,11602,48653,0.23846422625531827,20.8559308,-156.6015502 -Other,999,48653,0.02053316342260498,20.8559308,-156.6015502 -Democrat,77137,180546,0.427242918702159,43.4514767,-116.244376 -Republican,97554,180546,0.5403276727260643,43.4514767,-116.244376 -Other,5855,180546,0.03242940857177672,43.4514767,-116.244376 -Democrat,577,2060,0.28009708737864075,44.877004,-116.4616241 -Republican,1413,2060,0.6859223300970874,44.877004,-116.4616241 -Other,70,2060,0.03398058252427184,44.877004,-116.4616241 -Democrat,13214,35260,0.374758933635848,42.6929211,-112.2289819 -Republican,21010,35260,0.5958593306863301,42.6929211,-112.2289819 -Other,1036,35260,0.029381735677821895,42.6929211,-112.2289819 -Democrat,1164,3884,0.2996910401647786,47.2184513,-116.6335414 -Republican,2596,3884,0.6683831101956745,47.2184513,-116.6335414 -Other,124,3884,0.03192584963954686,47.2184513,-116.6335414 -Democrat,3822,17603,0.21712208146338693,43.2163568,-112.3992058 -Republican,13440,17603,0.7635062205305914,43.2163568,-112.3992058 -Other,341,17603,0.0193716980060217,43.2163568,-112.3992058 -Democrat,5992,10194,0.587796743182264,43.394192,-113.9553713 -Republican,3939,10194,0.3864037669217187,43.394192,-113.9553713 -Other,263,10194,0.025799489896017266,43.394192,-113.9553713 -Democrat,1053,3445,0.30566037735849055,43.9872749,-115.7151105 -Republican,2284,3445,0.6629898403483309,43.9872749,-115.7151105 -Other,108,3445,0.03134978229317852,43.9872749,-115.7151105 -Democrat,6500,18536,0.3506689684937419,48.316796,-116.6123638 -Republican,11367,18536,0.6132391022874406,48.316796,-116.6123638 -Other,669,18536,0.03609192921881744,48.316796,-116.6123638 -Democrat,9903,43213,0.22916714877467428,43.3951708,-111.6218783 -Republican,32276,43213,0.7469048665910721,43.3951708,-111.6218783 -Other,1034,43213,0.02392798463425358,43.3951708,-111.6218783 -Democrat,1225,4544,0.2695862676056338,48.7731313,-116.5246676 -Republican,3138,4544,0.690580985915493,48.7731313,-116.5246676 -Other,181,4544,0.03983274647887324,48.7731313,-116.5246676 -Democrat,258,1286,0.2006220839813375,43.685101,-113.1776308 -Republican,1001,1286,0.7783825816485226,43.685101,-113.1776308 -Other,27,1286,0.020995334370139968,43.685101,-113.1776308 -Democrat,159,578,0.2750865051903114,43.5025515,-114.7721349 -Republican,402,578,0.6955017301038062,43.5025515,-114.7721349 -Other,17,578,0.029411764705882353,43.5025515,-114.7721349 -Democrat,19866,66090,0.3005901044030867,43.6257956,-116.709058 -Republican,44369,66090,0.671342109244969,43.6257956,-116.709058 -Other,1855,66090,0.028067786351944318,43.6257956,-116.709058 -Democrat,386,3052,0.12647444298820446,42.7860724,-111.5442734 -Republican,2608,3052,0.854521625163827,42.7860724,-111.5442734 -Other,58,3052,0.019003931847968544,42.7860724,-111.5442734 -Democrat,1098,8396,0.1307765602667937,42.282313,-113.6263276 -Republican,7154,8396,0.8520724154359218,42.282313,-113.6263276 -Other,144,8396,0.01715102429728442,42.282313,-113.6263276 -Democrat,66,328,0.20121951219512196,44.290218,-112.3546128 -Republican,235,328,0.7164634146341463,44.290218,-112.3546128 -Other,27,328,0.08231707317073171,44.290218,-112.3546128 -Democrat,1032,3696,0.2792207792207792,46.67257,-115.6535003 -Republican,2541,3696,0.6875,46.67257,-115.6535003 -Other,123,3696,0.033279220779220776,46.67257,-115.6535003 -Democrat,530,2352,0.22534013605442177,44.273351,-114.2522675 -Republican,1744,2352,0.7414965986394558,44.273351,-114.2522675 -Other,78,2352,0.03316326530612245,44.273351,-114.2522675 -Democrat,2513,8001,0.31408573928258965,43.3946984,-115.471205 -Republican,5227,8001,0.6532933383327084,43.3946984,-115.471205 -Other,261,8001,0.03262092238470191,43.3946984,-115.471205 -Democrat,325,5600,0.05803571428571429,42.1736093,-111.8229653 -Republican,5195,5600,0.9276785714285715,42.1736093,-111.8229653 -Other,80,5600,0.014285714285714285,42.1736093,-111.8229653 -Democrat,810,5802,0.13960703205791106,44.2180909,-111.484429 -Republican,4907,5802,0.8457428472940366,44.2180909,-111.484429 -Other,85,5802,0.014650120648052396,44.2180909,-111.484429 -Democrat,1957,7490,0.26128170894526037,44.0614727,-116.3987839 -Republican,5311,7490,0.7090787716955941,44.0614727,-116.3987839 -Other,222,7490,0.02963951935914553,44.0614727,-116.3987839 -Democrat,1287,5118,0.2514654161781946,42.9731849,-114.8214203 -Republican,3696,5118,0.7221570926143025,42.9731849,-114.8214203 -Other,135,5118,0.02637749120750293,42.9731849,-114.8214203 -Democrat,1708,7837,0.21794053847135383,45.849644,-115.4673371 -Republican,5921,7837,0.7555186933775679,45.849644,-115.4673371 -Other,208,7837,0.02654076815107822,45.849644,-115.4673371 -Democrat,1303,11381,0.11448906071522713,43.7969649,-112.3185879 -Republican,9895,11381,0.8694315086547755,43.7969649,-112.3185879 -Other,183,11381,0.016079430629997365,43.7969649,-112.3185879 -Democrat,1699,6681,0.25430324801676396,42.6913953,-114.2620858 -Republican,4804,6681,0.7190540338272714,42.6913953,-114.2620858 -Other,178,6681,0.026642718155964674,42.6913953,-114.2620858 -Democrat,18851,59828,0.31508658153373004,47.6759658,-116.6959222 -Republican,39381,59828,0.6582369459116133,47.6759658,-116.6959222 -Other,1596,59828,0.02667647255465668,47.6759658,-116.6959222 -Democrat,8306,16759,0.49561429679575153,46.8189202,-116.7309737 -Republican,7589,16759,0.45283131451757264,46.8189202,-116.7309737 -Other,864,16759,0.05155438868667581,46.8189202,-116.7309737 -Democrat,960,4110,0.23357664233576642,44.9285059,-113.8870422 -Republican,3029,4110,0.7369829683698297,44.9285059,-113.8870422 -Other,121,4110,0.029440389294403894,44.9285059,-113.8870422 -Democrat,396,1614,0.24535315985130113,46.2363277,-116.42376 -Republican,1173,1614,0.7267657992565055,46.2363277,-116.42376 -Other,45,1614,0.027881040892193308,46.2363277,-116.42376 -Democrat,469,1662,0.2821901323706378,42.9861805,-114.1538989 -Republican,1141,1662,0.6865222623345367,42.9861805,-114.1538989 -Other,52,1662,0.031287605294825514,42.9861805,-114.1538989 -Democrat,832,14412,0.057729669719678044,43.788614,-111.6569925 -Republican,13445,14412,0.9329031362753262,43.788614,-111.6569925 -Other,135,14412,0.009367194004995838,43.788614,-111.6569925 -Democrat,1390,6973,0.19934031263444715,42.8572114,-113.6398404 -Republican,5442,6973,0.7804388355083896,42.8572114,-113.6398404 -Other,141,6973,0.020220851857163345,42.8572114,-113.6398404 -Democrat,217,2089,0.1038774533269507,42.1838954,-112.5204486 -Republican,1838,2089,0.8798468166586884,42.1838954,-112.5204486 -Other,34,2089,0.016275730014360938,42.1838954,-112.5204486 -Democrat,833,3724,0.2236842105263158,42.5728508,-116.1896903 -Republican,2794,3724,0.7502685284640171,42.5728508,-116.1896903 -Other,97,3724,0.026047261009667026,42.5728508,-116.1896903 -Democrat,2271,8495,0.2673337257210124,44.00243,-116.7502379 -Republican,6004,8495,0.7067686874632136,44.00243,-116.7502379 -Other,220,8495,0.025897586815773983,44.00243,-116.7502379 -Democrat,982,2903,0.33827075439200827,42.694126,-112.844407 -Republican,1870,2903,0.644161212538753,42.694126,-112.844407 -Other,51,2903,0.01756803306923872,42.694126,-112.844407 -Democrat,2277,5148,0.4423076923076923,47.3476935,-115.8850916 -Republican,2699,5148,0.5242812742812742,47.3476935,-115.8850916 -Other,172,5148,0.03341103341103341,47.3476935,-115.8850916 -Democrat,1926,4523,0.4258235684280345,43.7609939,-111.2117653 -Republican,2458,4523,0.5434446164050409,43.7609939,-111.2117653 -Other,139,4523,0.03073181516692461,43.7609939,-111.2117653 -Democrat,2095,4919,0.42589957308396015,44.8559596,-115.6180612 -Republican,2664,4919,0.5415734905468591,44.8559596,-115.6180612 -Other,160,4919,0.03252693636918073,44.8559596,-115.6180612 -Democrat,1104,4330,0.25496535796766745,44.4482229,-116.7977917 -Republican,3128,4330,0.7224018475750578,44.4482229,-116.7977917 -Other,98,4330,0.022632794457274827,44.4482229,-116.7977917 -Democrat,9648,30607,0.31522200803737704,39.9860525,-91.1949607 -Republican,20416,30607,0.6670369523311661,39.9860525,-91.1949607 -Other,543,30607,0.017741039631456856,39.9860525,-91.1949607 -Democrat,1965,3501,0.5612682090831191,37.1836583,-89.3495158 -Republican,1487,3501,0.42473578977435017,37.1836583,-89.3495158 -Other,49,3501,0.013996001142530705,37.1836583,-89.3495158 -Democrat,3020,7336,0.4116684841875682,38.885924,-89.4365916 -Republican,4095,7336,0.558206106870229,38.885924,-89.4365916 -Other,221,7336,0.030125408942202836,38.885924,-89.4365916 -Democrat,9883,21365,0.46257898432014977,42.3189831,-88.8242951 -Republican,11096,21365,0.5193540837818863,42.3189831,-88.8242951 -Other,386,21365,0.018066931897963958,42.3189831,-88.8242951 -Democrat,787,2364,0.3329103214890017,39.9620694,-90.7503095 -Republican,1513,2364,0.6400169204737732,39.9620694,-90.7503095 -Other,64,2364,0.02707275803722504,39.9620694,-90.7503095 -Democrat,8134,16631,0.4890866454212014,41.4013043,-89.5283772 -Republican,8164,16631,0.4908905056821598,41.4013043,-89.5283772 -Other,333,16631,0.020022848896638808,41.4013043,-89.5283772 -Democrat,1080,2576,0.4192546583850932,39.1642619,-90.6662949 -Republican,1440,2576,0.5590062111801242,39.1642619,-90.6662949 -Other,56,2576,0.021739130434782608,39.1642619,-90.6662949 -Democrat,3665,7386,0.49620904413755756,42.0709,-89.9241894 -Republican,3555,7386,0.4813160032493907,42.0709,-89.9241894 -Other,166,7386,0.02247495261305172,42.0709,-89.9241894 -Democrat,2053,4862,0.42225421637186344,39.9692024,-90.2457045 -Republican,2707,4862,0.5567667626491156,39.9692024,-90.2457045 -Other,102,4862,0.02097902097902098,39.9692024,-90.2457045 -Democrat,40831,78359,0.5210760729463112,40.1389845,-88.1969749 -Republican,35312,78359,0.45064383159560484,40.1389845,-88.1969749 -Other,2216,78359,0.028280095458083947,40.1389845,-88.1969749 -Democrat,5494,14701,0.3737160737364805,39.5455242,-89.2795927 -Republican,8885,14701,0.6043806543772533,39.5455242,-89.2795927 -Other,322,14701,0.02190327188626624,39.5455242,-89.2795927 -Democrat,2591,7860,0.3296437659033079,39.3323343,-87.7916832 -Republican,5144,7860,0.6544529262086514,39.3323343,-87.7916832 -Other,125,7860,0.015903307888040712,39.3323343,-87.7916832 -Democrat,1584,5908,0.26811103588354773,38.7468187,-88.4823254 -Republican,4190,5908,0.7092078537576167,38.7468187,-88.4823254 -Other,134,5908,0.022681110358835476,38.7468187,-88.4823254 -Democrat,5596,16450,0.3401823708206687,38.6062953,-89.4262278 -Republican,10524,16450,0.6397568389057751,38.6062953,-89.4262278 -Other,330,16450,0.02006079027355623,38.6062953,-89.4262278 -Democrat,9262,21358,0.43365483659518683,39.5136797,-88.220782 -Republican,11631,21358,0.5445734619346381,39.5136797,-88.220782 -Other,465,21358,0.02177170147017511,39.5136797,-88.220782 -Democrat,1488537,2011597,0.7399777390799449,41.8942937,-87.6454546 -Republican,495542,2011597,0.24634258253516983,41.8942937,-87.6454546 -Other,27518,2011597,0.013679678384885242,41.8942937,-87.6454546 -Democrat,2858,8609,0.3319781623881984,39.0027865,-87.7606193 -Republican,5585,8609,0.6487396910210245,39.0027865,-87.7606193 -Other,166,8609,0.019282146590777094,39.0027865,-87.7606193 -Democrat,1641,5295,0.30991501416430595,39.273121,-88.2406193 -Republican,3509,5295,0.6627006610009443,39.273121,-88.2406193 -Other,145,5295,0.027384324834749764,39.273121,-88.2406193 -Democrat,2430,7897,0.30771178928707105,39.766078,-88.2228656 -Republican,5334,7897,0.6754463720400152,39.766078,-88.2228656 -Other,133,7897,0.016841838672913764,39.766078,-88.2228656 -Democrat,2565,7819,0.32804706484205143,39.679037,-87.7471102 -Republican,5132,7819,0.6563499168691649,39.679037,-87.7471102 -Other,122,7819,0.015603018288783733,39.679037,-87.7471102 -Democrat,754,3228,0.23358116480793062,38.4170954,-88.0479408 -Republican,2405,3228,0.7450433705080545,38.4170954,-88.0479408 -Other,69,3228,0.02137546468401487,38.4170954,-88.0479408 -Democrat,3861,16613,0.23240835490278697,39.0479445,-88.5928488 -Republican,12501,16613,0.7524829952446879,39.0479445,-88.5928488 -Other,251,16613,0.01510864985252513,39.0479445,-88.5928488 -Democrat,2853,8971,0.31802474640508305,39.0011246,-89.0179232 -Republican,5951,8971,0.6633597146360495,39.0011246,-89.0179232 -Other,167,8971,0.018615538958867462,39.0011246,-89.0179232 -Democrat,1656,6006,0.2757242757242757,40.5965386,-88.2245882 -Republican,4229,6006,0.7041292041292041,40.5965386,-88.2245882 -Other,121,6006,0.020146520146520148,40.5965386,-88.2245882 -Democrat,7254,17914,0.40493468795355586,37.9918516,-88.9263215 -Republican,10267,17914,0.5731271631126493,37.9918516,-88.9263215 -Other,393,17914,0.021938148933794796,37.9918516,-88.9263215 -Democrat,8328,15356,0.5423287314404793,40.4652401,-90.2022689 -Republican,6632,15356,0.4318833029434749,40.4652401,-90.2022689 -Other,396,15356,0.025787965616045846,40.4652401,-90.2022689 -Democrat,1029,2573,0.39992226972405753,37.7686768,-88.2279642 -Republican,1492,2573,0.5798678585308978,37.7686768,-88.2279642 -Other,52,2573,0.020209871745044693,37.7686768,-88.2279642 -Democrat,2023,5622,0.3598363571682675,39.3554391,-90.3876823 -Republican,3451,5622,0.6138384916399857,39.3554391,-90.3876823 -Other,148,5622,0.02632515119174671,39.3554391,-90.3876823 -Democrat,9451,21244,0.4448785539446432,41.2924096,-88.4010545 -Republican,11343,21244,0.5339389945396347,41.2924096,-88.4010545 -Other,450,21244,0.021182451515722085,41.2924096,-88.4010545 -Democrat,1269,3941,0.3219994925145902,38.0852273,-88.5390093 -Republican,2566,3941,0.6511037807663029,38.0852273,-88.5390093 -Other,106,3941,0.026896726719106825,38.0852273,-88.5390093 -Democrat,3650,9111,0.40061464164197125,40.401318,-91.1688008 -Republican,5271,9111,0.578531445505433,40.401318,-91.1688008 -Other,190,9111,0.020853912852595764,40.401318,-91.1688008 -Democrat,742,2330,0.3184549356223176,37.5178517,-88.2661478 -Republican,1535,2330,0.6587982832618026,37.5178517,-88.2661478 -Other,53,2330,0.022746781115879827,37.5178517,-88.2661478 -Democrat,1978,3568,0.554372197309417,40.814471,-90.9412464 -Republican,1541,3568,0.4318946188340807,40.814471,-90.9412464 -Other,49,3568,0.013733183856502242,40.814471,-90.9412464 -Democrat,12332,24322,0.5070306718197517,41.3500209,-90.1308378 -Republican,11583,24322,0.47623550694844174,41.3500209,-90.1308378 -Other,407,24322,0.016733821231806594,41.3500209,-90.1308378 -Democrat,3413,12784,0.26697434292866085,40.7488665,-87.833601 -Republican,9120,12784,0.7133917396745932,40.7488665,-87.833601 -Other,251,12784,0.019633917396745932,40.7488665,-87.833601 -Democrat,13319,24012,0.5546809928369149,37.7860959,-89.3812119 -Republican,9864,24012,0.4107946026986507,37.7860959,-89.3812119 -Other,829,24012,0.03452440446443445,37.7860959,-89.3812119 -Democrat,1436,5043,0.2847511401943288,39.0048737,-88.1507629 -Republican,3514,5043,0.6968074558794368,39.0048737,-88.1507629 -Other,93,5043,0.018441403926234383,39.0048737,-88.1507629 -Democrat,6089,16320,0.37310049019607844,38.3007796,-88.92421 -Republican,9811,16320,0.6011642156862745,38.3007796,-88.92421 -Other,420,16320,0.025735294117647058,38.3007796,-88.92421 -Democrat,3667,9959,0.36820965960437796,39.0801945,-90.361385 -Republican,6039,9959,0.6063861833517421,39.0801945,-90.361385 -Other,253,9959,0.025404157043879907,39.0801945,-90.361385 -Democrat,1572,5672,0.2771509167842031,37.4607092,-88.8821305 -Republican,3963,5672,0.6986953455571228,37.4607092,-88.8821305 -Other,137,5672,0.02415373765867419,37.4607092,-88.8821305 -Democrat,90332,181642,0.497307891346715,41.9395938,-88.4280395 -Republican,88335,181642,0.48631373801213373,41.9395938,-88.4280395 -Other,2975,181642,0.016378370641151274,41.9395938,-88.4280395 -Democrat,21595,45509,0.4745215232151882,41.1395105,-87.8611165 -Republican,23136,45509,0.5083829572172537,41.1395105,-87.8611165 -Other,778,45509,0.017095519567558067,41.1395105,-87.8611165 -Democrat,22471,47295,0.47512422031927265,41.5881403,-88.4306257 -Republican,24047,47295,0.5084469817105403,41.5881403,-88.4306257 -Other,777,47295,0.016428797970187124,41.5881403,-88.4306257 -Democrat,13451,23278,0.5778417389810121,40.9309446,-90.2137921 -Republican,9408,23278,0.40415843285505626,40.9309446,-90.2137921 -Other,419,23278,0.01799982816393161,40.9309446,-90.2137921 -Democrat,153757,287493,0.5348199782255568,42.326441,-87.435976 -Republican,129764,287493,0.4513640332112434,42.326441,-87.435976 -Other,3972,287493,0.013815988563199799,42.326441,-87.435976 -Democrat,2011,5989,0.3357822674903991,38.7189542,-87.7302207 -Republican,3857,5989,0.6440140257138086,38.7189542,-87.7302207 -Other,121,5989,0.020203706795792285,38.7189542,-87.7302207 -Democrat,6937,15301,0.45336906084569634,41.7474465,-89.2993616 -Republican,8059,15301,0.5266976014639566,41.7474465,-89.2993616 -Other,305,15301,0.019933337690347035,41.7474465,-89.2993616 -Democrat,5020,15039,0.3337987898131525,40.8943761,-88.5528518 -Republican,9753,15039,0.6485138639537203,40.8943761,-88.5528518 -Other,266,15039,0.0176873462331272,40.8943761,-88.5528518 -Democrat,3978,12053,0.3300423131170663,40.1292768,-89.3653086 -Republican,7844,12053,0.6507923338587903,40.1292768,-89.3653086 -Other,231,12053,0.019165353024143367,40.1292768,-89.3653086 -Democrat,22780,48899,0.46585819750915153,39.8602372,-88.9615288 -Republican,25309,48899,0.5175770465653694,39.8602372,-88.9615288 -Other,810,48899,0.016564755925479048,39.8602372,-88.9615288 -Democrat,9464,21010,0.4504521656354117,39.2659138,-89.9263301 -Republican,10946,21010,0.5209900047596383,39.2659138,-89.9263301 -Other,600,21010,0.028557829604950024,39.2659138,-89.9263301 -Democrat,58922,122473,0.48110195716606924,38.8271195,-89.9002267 -Republican,60608,122473,0.49486825667698187,38.8271195,-89.9002267 -Other,2943,122473,0.02402978615694888,38.8271195,-89.9002267 -Democrat,6225,15764,0.3948870844963207,38.6482361,-88.9203624 -Republican,9248,15764,0.5866531337224055,38.6482361,-88.9203624 -Other,291,15764,0.018459781781273787,38.6482361,-88.9203624 -Democrat,2455,5850,0.41965811965811967,41.0311192,-89.3423714 -Republican,3290,5850,0.5623931623931624,41.0311192,-89.3423714 -Other,105,5850,0.017948717948717947,41.0311192,-89.3423714 -Democrat,2867,6272,0.4571109693877551,40.2369926,-89.9135746 -Republican,3265,6272,0.5205676020408163,40.2369926,-89.9135746 -Other,140,6272,0.022321428571428572,40.2369926,-89.9135746 -Democrat,2092,6495,0.3220939183987683,37.216119,-88.7056578 -Republican,4278,6495,0.6586605080831409,37.216119,-88.7056578 -Other,125,6495,0.01924557351809084,37.216119,-88.7056578 -Democrat,2100,6151,0.3414079011542839,40.0225693,-89.7941326 -Republican,3948,6151,0.6418468541700536,40.0225693,-89.7941326 -Other,103,6151,0.016745244675662494,40.0225693,-89.7941326 -Democrat,4507,8534,0.528122802906023,41.2056046,-90.7417698 -Republican,3876,8534,0.4541832669322709,41.2056046,-90.7417698 -Other,151,8534,0.017693930161706117,41.2056046,-90.7417698 -Democrat,6215,17432,0.3565282239559431,38.2779831,-90.1790777 -Republican,10888,17432,0.6245984396512162,38.2779831,-90.1790777 -Other,329,17432,0.018873336392840754,38.2779831,-90.1790777 -Democrat,5058,12133,0.4168795846039726,39.2280681,-89.4781407 -Republican,6776,12133,0.5584768812330009,39.2280681,-89.4781407 -Other,299,12133,0.024643534163026455,39.2280681,-89.4781407 -Democrat,5806,14096,0.41188989784335983,39.7176678,-90.2050054 -Republican,7972,14096,0.565550510783201,39.7176678,-90.2050054 -Other,318,14096,0.022559591373439273,39.7176678,-90.2050054 -Democrat,2144,6057,0.3539706125144461,39.6368956,-88.6257259 -Republican,3784,6057,0.6247317153706455,39.6368956,-88.6257259 -Other,129,6057,0.02129767211490837,39.6368956,-88.6257259 -Democrat,9514,23367,0.4071553900800274,42.041884,-89.3201764 -Republican,13422,23367,0.574399794582103,42.041884,-89.3201764 -Other,431,23367,0.018444815337869645,42.041884,-89.3201764 -Democrat,40209,78411,0.5127979492673221,40.7859722,-89.7669933 -Republican,36774,78411,0.4689903202356812,40.7859722,-89.7669933 -Other,1428,78411,0.018211730496996596,40.7859722,-89.7669933 -Democrat,3819,9549,0.39993716619541314,38.0843809,-89.3685249 -Republican,5507,9549,0.576709603099801,38.0843809,-89.3685249 -Other,223,9549,0.02335323070478584,38.0843809,-89.3685249 -Democrat,3090,8707,0.35488687263121627,40.0090327,-88.5923546 -Republican,5413,8707,0.6216837027678879,40.0090327,-88.5923546 -Other,204,8707,0.02342942460089583,40.0090327,-88.5923546 -Democrat,2278,7286,0.31265440570958003,39.6251059,-90.8890344 -Republican,4860,7286,0.6670326653856712,39.6251059,-90.8890344 -Other,148,7286,0.020312928904748832,39.6251059,-90.8890344 -Democrat,650,2222,0.2925292529252925,37.4171687,-88.5423737 -Republican,1512,2222,0.6804680468046804,37.4171687,-88.5423737 -Other,60,2222,0.027002700270027002,37.4171687,-88.5423737 -Democrat,1389,3003,0.46253746253746253,37.2156152,-89.1277549 -Republican,1564,3003,0.5208125208125208,37.2156152,-89.1277549 -Other,50,3003,0.016650016650016652,37.2156152,-89.1277549 -Democrat,1559,3135,0.49728867623604467,41.1989613,-89.2983474 -Republican,1502,3135,0.4791068580542265,41.1989613,-89.2983474 -Other,74,3135,0.023604465709728868,41.1989613,-89.2983474 -Democrat,5759,14392,0.40015286270150086,38.0565149,-89.8212096 -Republican,8290,14392,0.5760144524735964,38.0565149,-89.8212096 -Other,343,14392,0.023832684824902722,38.0565149,-89.8212096 -Democrat,2362,7282,0.32436143916506455,38.7121872,-88.0854523 -Republican,4756,7282,0.653117275473771,38.7121872,-88.0854523 -Other,164,7282,0.022521285361164517,38.7121872,-88.0854523 -Democrat,3701,10720,0.34524253731343285,37.7515083,-88.5450236 -Republican,6806,10720,0.6348880597014925,37.7515083,-88.5450236 -Other,213,10720,0.019869402985074627,37.7515083,-88.5450236 -Democrat,42107,94297,0.4465359449399239,39.7568675,-89.6624251 -Republican,50225,94297,0.5326256402642714,39.7568675,-89.6624251 -Other,1965,94297,0.020838414795804745,39.7568675,-89.6624251 -Democrat,1727,3890,0.44395886889460157,40.1569048,-90.6134641 -Republican,2069,3890,0.5318766066838047,40.1569048,-90.6134641 -Other,94,3890,0.02416452442159383,40.1569048,-90.6134641 -Democrat,910,2555,0.3561643835616438,39.6370016,-90.4777707 -Republican,1587,2555,0.6211350293542074,39.6370016,-90.4777707 -Other,58,2555,0.022700587084148727,39.6370016,-90.4777707 -Democrat,3342,10395,0.3215007215007215,39.3849258,-88.7988615 -Republican,6843,10395,0.6582972582972583,39.3849258,-88.7988615 -Other,210,10395,0.020202020202020204,39.3849258,-88.7988615 -Democrat,1095,2662,0.4113448534936138,41.0969077,-89.7974111 -Republican,1528,2662,0.5740045078888054,41.0969077,-89.7974111 -Other,39,2662,0.014650638617580767,41.0969077,-89.7974111 -Democrat,10165,21055,0.4827831868914747,42.3497262,-89.6659942 -Republican,10512,21055,0.4992638328188079,42.3497262,-89.6659942 -Other,378,21055,0.017952980289717407,42.3497262,-89.6659942 -Democrat,24438,61048,0.40030795439654043,40.5080743,-89.5162598 -Republican,35335,61048,0.5788068405189359,40.5080743,-89.5162598 -Other,1275,61048,0.020885205084523652,40.5080743,-89.5162598 -Democrat,3137,8282,0.37877324317797634,37.4856521,-89.2446391 -Republican,4957,8282,0.598526925863318,37.4856521,-89.2446391 -Other,188,8282,0.022699830958705626,37.4856521,-89.2446391 -Democrat,12878,30314,0.42482021508214024,40.1867542,-87.7267779 -Republican,16892,30314,0.5572342811902091,40.1867542,-87.7267779 -Other,544,30314,0.01794550372765059,40.1867542,-87.7267779 -Democrat,1590,5134,0.30970003895597975,38.4458209,-87.8391674 -Republican,3478,5134,0.6774444877288663,38.4458209,-87.8391674 -Other,66,5134,0.012855473315153876,38.4458209,-87.8391674 -Democrat,4044,7793,0.5189272423970229,40.8504412,-90.6202228 -Republican,3618,7793,0.46426279994867187,40.8504412,-90.6202228 -Other,131,7793,0.016809957654305145,40.8504412,-90.6202228 -Democrat,2450,7405,0.33085752869682644,38.3531405,-89.4171873 -Republican,4792,7405,0.6471303173531398,38.3531405,-89.4171873 -Other,163,7405,0.02201215395003376,38.3531405,-89.4171873 -Democrat,1514,7680,0.19713541666666667,38.4318573,-88.4324302 -Republican,5988,7680,0.7796875,38.4318573,-88.4324302 -Other,178,7680,0.023177083333333334,38.4318573,-88.4324302 -Democrat,2188,7064,0.30973952434881086,38.0873259,-88.1786227 -Republican,4731,7064,0.6697338618346546,38.0873259,-88.1786227 -Other,145,7064,0.02052661381653454,38.0873259,-88.1786227 -Democrat,14833,25654,0.57819443361659,41.7506733,-89.9110045 -Republican,10334,25654,0.40282217198097764,41.7506733,-89.9110045 -Other,487,25654,0.01898339440243237,41.7506733,-89.9110045 -Democrat,144229,277387,0.5199558739234355,41.4484742,-87.9784564 -Republican,128969,277387,0.4649424810823867,41.4484742,-87.9784564 -Other,4189,277387,0.015101644994177809,41.4484742,-87.9784564 -Democrat,10647,29143,0.365336444429194,37.7303533,-88.9300182 -Republican,17909,29143,0.6145214974436399,37.7303533,-88.9300182 -Other,587,29143,0.020142058127166042,37.7303533,-88.9300182 -Democrat,61732,118984,0.5188260606468097,42.3373957,-89.1612053 -Republican,55138,118984,0.4634068446177637,42.3373957,-89.1612053 -Other,2114,118984,0.017767094735426613,42.3373957,-89.1612053 -Democrat,5572,18874,0.2952209388576878,40.789787,-89.2105871 -Republican,12961,18874,0.6867118787750345,40.789787,-89.2105871 -Other,341,18874,0.018067182367277737,40.789787,-89.2105871 -Democrat,3806,13011,0.29252171239720237,40.7457327,-84.9361303 -Republican,8937,13011,0.6868803320267466,40.7457327,-84.9361303 -Other,268,13011,0.020597955576051034,40.7457327,-84.9361303 -Democrat,60036,146939,0.40857770911738883,41.0919086,-85.0717907 -Republican,84613,146939,0.5758375924703448,41.0919086,-85.0717907 -Other,2290,146939,0.015584698412266314,41.0919086,-85.0717907 -Democrat,10625,29326,0.3623064857123372,39.205843,-85.8979988 -Republican,18083,29326,0.6166200641069358,39.205843,-85.8979988 -Other,618,29326,0.021073450180727,39.205843,-85.8979988 -Democrat,1159,3578,0.32392397987702626,40.6009394,-87.3147862 -Republican,2329,3578,0.6509223029625489,40.6009394,-87.3147862 -Other,90,3578,0.02515371716042482,40.6009394,-87.3147862 -Democrat,1927,4743,0.4062829432848408,40.4726717,-85.3237297 -Republican,2711,4743,0.5715791693021295,40.4726717,-85.3237297 -Other,105,4743,0.022137887413029727,40.4726717,-85.3237297 -Democrat,8328,27737,0.30024876518729493,40.0508916,-86.4690137 -Republican,18808,27737,0.678083426470058,40.0508916,-86.4690137 -Other,601,27737,0.021667808342647005,40.0508916,-86.4690137 -Democrat,3060,7604,0.40241977906365073,39.1951133,-86.2301205 -Republican,4332,7604,0.569700157811678,39.1951133,-86.2301205 -Other,212,7604,0.027880063124671225,39.1951133,-86.2301205 -Democrat,2635,7810,0.3373879641485275,40.5849801,-86.5651412 -Republican,4999,7810,0.6400768245838668,40.5849801,-86.5651412 -Other,176,7810,0.022535211267605635,40.5849801,-86.5651412 -Democrat,5371,14161,0.37928112421439164,40.7537986,-86.3551685 -Republican,8443,14161,0.5962149565708637,40.7537986,-86.3551685 -Other,347,14161,0.02450391921474472,40.7537986,-86.3551685 -Democrat,20807,47146,0.4413311839816739,38.4762174,-85.7111221 -Republican,25450,47146,0.5398124973486617,38.4762174,-85.7111221 -Other,889,47146,0.018856318669664446,38.4762174,-85.7111221 -Democrat,3460,10784,0.32084569732937684,39.3939279,-87.1158582 -Republican,7096,10784,0.6580118694362018,39.3939279,-87.1158582 -Other,228,10784,0.021142433234421366,39.3939279,-87.1158582 -Democrat,3308,9883,0.3347161792977841,40.305944,-86.4775665 -Republican,6338,9883,0.641303248001619,40.305944,-86.4775665 -Other,237,9883,0.023980572700596985,40.305944,-86.4775665 -Democrat,2041,4590,0.44466230936819173,38.2894327,-86.4408711 -Republican,2421,4590,0.5274509803921569,38.2894327,-86.4408711 -Other,128,4590,0.027886710239651415,38.2894327,-86.4408711 -Democrat,2437,10250,0.2377560975609756,38.6960898,-87.076943 -Republican,7638,10250,0.7451707317073171,38.6960898,-87.076943 -Other,175,10250,0.01707317073170732,38.6960898,-87.076943 -Democrat,6528,22356,0.29200214707461086,39.14832,-84.9734976 -Republican,15394,22356,0.6885847199856862,39.14832,-84.9734976 -Other,434,22356,0.01941313293970299,39.14832,-84.9734976 -Democrat,2941,10308,0.2853123787349631,39.3059799,-85.499831 -Republican,7119,10308,0.690628637951106,39.3059799,-85.499831 -Other,248,10308,0.02405898331393093,39.3059799,-85.499831 -Democrat,22654,44968,0.5037804661092332,40.2275433,-85.3992617 -Republican,21251,44968,0.47258050169009075,40.2275433,-85.3992617 -Other,1063,44968,0.023639032200676036,40.2275433,-85.3992617 -Democrat,6522,18542,0.3517419911552152,38.3733441,-86.8733845 -Republican,11654,18542,0.6285190378599935,38.3733441,-86.8733845 -Other,366,18542,0.019738970984791285,38.3733441,-86.8733845 -Democrat,24399,67852,0.35959146377409656,41.6006928,-85.8639864 -Republican,42378,67852,0.6245652302069209,41.6006928,-85.8639864 -Other,1075,67852,0.01584330601898249,41.6006928,-85.8639864 -Democrat,3555,8837,0.4022858436120855,39.6396552,-85.1850315 -Republican,5045,8837,0.5708951001471088,39.6396552,-85.1850315 -Other,237,8837,0.026819056240805703,39.6396552,-85.1850315 -Democrat,14812,35305,0.41954397394136805,38.3180811,-85.9118469 -Republican,19878,35305,0.5630363971108908,38.3180811,-85.9118469 -Other,615,35305,0.017419628947741114,38.3180811,-85.9118469 -Democrat,2237,7111,0.3145830403600056,40.1212366,-87.2348725 -Republican,4664,7111,0.6558852482070032,40.1212366,-87.2348725 -Other,210,7111,0.02953171143299114,40.1212366,-87.2348725 -Democrat,2909,10560,0.27547348484848483,39.409762,-85.0669641 -Republican,7424,10560,0.703030303030303,39.409762,-85.0669641 -Other,227,10560,0.02149621212121212,39.409762,-85.0669641 -Democrat,2621,8126,0.3225449175486094,41.0503837,-86.265006 -Republican,5317,8126,0.6543194683731233,41.0503837,-86.265006 -Other,188,8126,0.02313561407826729,41.0503837,-86.265006 -Democrat,4928,14721,0.33475986685687115,38.3173981,-87.5805231 -Republican,9487,14721,0.6444535018001495,38.3173981,-87.5805231 -Other,306,14721,0.020786631342979416,38.3173981,-87.5805231 -Democrat,9589,25285,0.37923670160174017,40.5157575,-85.6549455 -Republican,15151,25285,0.5992090172038759,40.5157575,-85.6549455 -Other,545,25285,0.02155428119438402,40.5157575,-85.6549455 -Democrat,4350,13111,0.33178247273281974,39.0471466,-87.0047712 -Republican,8457,13111,0.6450308900922889,39.0471466,-87.0047712 -Other,304,13111,0.023186637174891313,39.0471466,-87.0047712 -Democrat,43796,136863,0.31999883094773607,40.053507,-86.0217126 -Republican,90747,136863,0.6630499112250937,40.053507,-86.0217126 -Other,2320,136863,0.016951257827170236,40.053507,-86.0217126 -Democrat,9319,32843,0.2837438723624517,39.8225286,-85.7731503 -Republican,22796,32843,0.6940900648540024,39.8225286,-85.7731503 -Other,728,32843,0.02216606278354596,39.8225286,-85.7731503 -Democrat,6607,17671,0.3738894233489899,38.1864535,-86.1037661 -Republican,10640,17671,0.6021164619998868,38.1864535,-86.1037661 -Other,424,17671,0.02399411465112331,38.1864535,-86.1037661 -Democrat,21112,66644,0.316787707820659,39.7689632,-86.5099075 -Republican,44312,66644,0.6649060680631415,39.7689632,-86.5099075 -Other,1220,66644,0.018306224116199508,39.7689632,-86.5099075 -Democrat,7613,19007,0.4005366443941706,39.9295911,-85.3973629 -Republican,10838,19007,0.5702109749039828,39.9295911,-85.3973629 -Other,556,19007,0.029252380701846686,39.9295911,-85.3973629 -Democrat,15135,36290,0.41705704050702674,40.4835368,-86.1141178 -Republican,20327,36290,0.5601267566822816,40.4835368,-86.1141178 -Other,828,36290,0.02281620281069165,40.4835368,-86.1141178 -Democrat,4596,15765,0.29153187440532824,40.8263938,-85.4785975 -Republican,10862,15765,0.6889946083095465,40.8263938,-85.4785975 -Other,307,15765,0.019473517285125277,40.8263938,-85.4785975 -Democrat,5838,16712,0.3493298228817616,38.9119571,-86.0425161 -Republican,10419,16712,0.6234442316898038,38.9119571,-86.0425161 -Other,455,16712,0.027225945428434657,38.9119571,-86.0425161 -Democrat,4672,12896,0.36228287841191065,41.0176883,-87.1188137 -Republican,7955,12896,0.6168579404466501,41.0176883,-87.1188137 -Other,269,12896,0.020859181141439205,41.0176883,-87.1188137 -Democrat,3063,7901,0.3876724465257562,40.434956,-85.0023313 -Republican,4645,7901,0.5879002657891406,40.434956,-85.0023313 -Other,193,7901,0.02442728768510315,40.434956,-85.0023313 -Democrat,5728,13126,0.43638579917720555,38.7836039,-85.44009 -Republican,7096,13126,0.5406064299862867,38.7836039,-85.44009 -Other,302,13126,0.023007770836507693,38.7836039,-85.44009 -Democrat,3821,10250,0.37278048780487805,38.9962289,-85.628103 -Republican,6120,10250,0.5970731707317073,38.9962289,-85.628103 -Other,309,10250,0.030146341463414633,38.9962289,-85.628103 -Democrat,17260,57964,0.2977710302946657,39.496092,-86.0942641 -Republican,39513,57964,0.6816817334897523,39.496092,-86.0942641 -Other,1191,57964,0.020547236215582087,39.496092,-86.0942641 -Democrat,5228,15145,0.34519643446682075,38.688391,-87.4203544 -Republican,9612,15145,0.634664905909541,38.688391,-87.4203544 -Other,305,15145,0.020138659623638165,38.688391,-87.4203544 -Democrat,6862,30060,0.22827677977378577,41.2442928,-85.8615754 -Republican,22558,30060,0.7504324683965402,41.2442928,-85.8615754 -Other,640,30060,0.021290751829673986,41.2442928,-85.8615754 -Democrat,130897,201758,0.6487822044231207,41.472247,-87.3743368 -Republican,68431,201758,0.3391736634978539,41.472247,-87.3743368 -Other,2430,201758,0.012044132079025367,41.472247,-87.3743368 -Democrat,5779,17822,0.32426214790708113,38.8398148,-86.4878198 -Republican,11622,17822,0.6521153630344518,38.8398148,-86.4878198 -Other,421,17822,0.023622489058467065,38.8398148,-86.4878198 -Democrat,24407,52370,0.46604926484628606,40.166203,-85.7224543 -Republican,26769,52370,0.5111514225701738,40.166203,-85.7224543 -Other,1194,52370,0.022799312583540194,40.166203,-85.7224543 -Democrat,216336,359009,0.6025921355732029,39.7829759,-86.1357939 -Republican,136509,359009,0.3802383784250534,39.7829759,-86.1357939 -Other,6164,359009,0.01716948600174369,39.7829759,-86.1357939 -Democrat,6137,17765,0.34545454545454546,41.3250032,-86.2690363 -Republican,11260,17765,0.6338305657191106,41.3250032,-86.2690363 -Other,368,17765,0.020714888826343935,41.3250032,-86.2690363 -Democrat,1351,4743,0.28484081804764916,38.705322,-86.8018468 -Republican,3262,4743,0.6877503689647902,38.705322,-86.8018468 -Other,130,4743,0.027408812987560614,38.705322,-86.8018468 -Democrat,4222,12781,0.3303340896643455,40.7728833,-86.0442575 -Republican,8174,12781,0.6395430717471247,40.7728833,-86.0442575 -Other,385,12781,0.03012283858852985,40.7728833,-86.0442575 -Democrat,33436,57223,0.5843105045174143,39.1607286,-86.52331 -Republican,22481,57223,0.3928665047271202,39.1607286,-86.52331 -Other,1306,57223,0.02282299075546546,39.1607286,-86.52331 -Democrat,4271,14440,0.29577562326869805,40.0402962,-86.8927145 -Republican,9824,14440,0.6803324099722992,40.0402962,-86.8927145 -Other,345,14440,0.02389196675900277,40.0402962,-86.8927145 -Democrat,7969,28266,0.2819288190759216,39.4826458,-86.4474573 -Republican,19591,28266,0.6930941767494516,39.4826458,-86.4474573 -Other,706,28266,0.02497700417462676,39.4826458,-86.4474573 -Democrat,2212,5654,0.3912274495932083,40.9623985,-87.4021716 -Republican,3291,5654,0.5820657941280509,40.9623985,-87.4021716 -Other,151,5654,0.026706756278740716,40.9623985,-87.4021716 -Democrat,5229,16244,0.3219034720512189,41.4046794,-85.4172708 -Republican,10680,16244,0.6574735286875154,41.4046794,-85.4172708 -Other,335,16244,0.0206229992612657,41.4046794,-85.4172708 -Democrat,994,2819,0.3526073075558709,38.940527,-84.9642994 -Republican,1759,2819,0.6239801347995744,38.940527,-84.9642994 -Other,66,2819,0.023412557644554806,38.940527,-84.9642994 -Democrat,2939,7776,0.37795781893004116,38.5473812,-86.489257 -Republican,4617,7776,0.59375,38.5473812,-86.489257 -Other,220,7776,0.028292181069958847,38.5473812,-86.489257 -Democrat,2823,8113,0.3479600640946629,39.3173394,-86.8388453 -Republican,5062,8113,0.62393689140885,39.3173394,-86.8388453 -Other,228,8113,0.02810304449648712,39.3173394,-86.8388453 -Democrat,2110,6515,0.32386799693016116,39.7742496,-87.1969502 -Republican,4234,6515,0.6498848810437452,39.7742496,-87.1969502 -Other,171,6515,0.02624712202609363,39.7742496,-87.1969502 -Democrat,4316,7875,0.548063492063492,38.0814361,-86.6265397 -Republican,3403,7875,0.43212698412698414,38.0814361,-86.6265397 -Other,156,7875,0.019809523809523808,38.0814361,-86.6265397 -Democrat,2125,5926,0.35858926763415455,38.3979613,-87.2325472 -Republican,3627,5926,0.6120485993925076,38.3979613,-87.2325472 -Other,174,5926,0.029362132973337833,38.3979613,-87.2325472 -Democrat,37252,73039,0.5100288886759129,41.5099144,-87.0713128 -Republican,34406,73039,0.47106340448253675,41.5099144,-87.0713128 -Other,1381,73039,0.018907706841550406,41.5099144,-87.0713128 -Democrat,4533,12226,0.3707672174055292,38.0276138,-87.8686526 -Republican,7430,12226,0.6077212497955178,38.0276138,-87.8686526 -Other,263,12226,0.02151153279895305,38.0276138,-87.8686526 -Democrat,1899,5399,0.3517318021855899,41.0452718,-86.6925383 -Republican,3366,5399,0.6234487868123727,41.0452718,-86.6925383 -Other,134,5399,0.024819411002037415,41.0452718,-86.6925383 -Democrat,4507,13829,0.325909320992118,39.6655479,-86.8533729 -Republican,9005,13829,0.6511678357075711,39.6655479,-86.8533729 -Other,317,13829,0.02292284330031094,39.6655479,-86.8533729 -Democrat,3769,10189,0.36990872509569145,40.1640793,-85.0057896 -Republican,6218,10189,0.610265973108254,40.1640793,-85.0057896 -Other,202,10189,0.01982530179605457,40.1640793,-85.0057896 -Democrat,3241,10983,0.29509241555130655,39.1002257,-85.2604937 -Republican,7484,10983,0.6814167349540199,39.1002257,-85.2604937 -Other,258,10983,0.023490849494673588,39.1002257,-85.2604937 -Democrat,2221,7026,0.316111585539425,39.6223785,-85.4664463 -Republican,4633,7026,0.6594079134642755,39.6223785,-85.4664463 -Other,172,7026,0.02448050099629946,39.6223785,-85.4664463 -Democrat,3998,8720,0.45848623853211007,38.6794309,-85.7518981 -Republican,4539,8720,0.5205275229357799,38.6794309,-85.7518981 -Other,183,8720,0.020986238532110093,38.6794309,-85.7518981 -Democrat,5359,16760,0.31974940334128876,39.5241345,-85.7921742 -Republican,10978,16760,0.6550119331742243,39.5241345,-85.7921742 -Other,423,16760,0.025238663484486872,39.5241345,-85.7921742 -Democrat,4026,9728,0.41385690789473684,38.0096966,-87.0103746 -Republican,5515,9728,0.5669202302631579,38.0096966,-87.0103746 -Other,187,9728,0.019222861842105265,38.0096966,-87.0103746 -Democrat,3809,8754,0.4351153758281928,41.2844785,-86.6446359 -Republican,4738,8754,0.5412382910669409,41.2844785,-86.6446359 -Other,207,8754,0.023646333104866347,41.2844785,-86.6446359 -Democrat,4853,13695,0.3543629061701351,41.643467,-85.0024051 -Republican,8547,13695,0.6240963855421687,41.643467,-85.0024051 -Other,295,13695,0.02154070828769624,41.643467,-85.0024051 -Democrat,3191,8290,0.38492159227985523,39.0892251,-87.4158429 -Republican,4902,8290,0.5913148371531967,39.0892251,-87.4158429 -Other,197,8290,0.02376357056694813,39.0892251,-87.4158429 -Democrat,1437,3397,0.4230203120400353,38.8258545,-85.029681 -Republican,1872,3397,0.5510744774801295,38.8258545,-85.029681 -Other,88,3397,0.02590521047983515,38.8258545,-85.029681 -Democrat,26711,56896,0.46947061304836896,40.3891334,-86.8935538 -Republican,28757,56896,0.5054309617547806,40.3891334,-86.8935538 -Other,1428,56896,0.025098425196850394,40.3891334,-86.8935538 -Democrat,2432,7365,0.3302104548540394,40.3102294,-86.0562066 -Republican,4773,7365,0.6480651731160896,40.3102294,-86.0562066 -Other,160,7365,0.02172437202987101,40.3102294,-86.0562066 -Democrat,1018,3100,0.32838709677419353,39.6231109,-84.9251523 -Republican,2022,3100,0.652258064516129,39.6231109,-84.9251523 -Other,60,3100,0.01935483870967742,39.6231109,-84.9251523 -Democrat,31725,72404,0.4381663996464284,38.0200703,-87.5861659 -Republican,39389,72404,0.5440169051433622,38.0200703,-87.5861659 -Other,1290,72404,0.01781669521020938,38.0200703,-87.5861659 -Democrat,2979,6581,0.45266676796839384,39.8540452,-87.4620713 -Republican,3426,6581,0.5205895760522717,39.8540452,-87.4620713 -Other,176,6581,0.02674365597933445,39.8540452,-87.4620713 -Democrat,19712,39877,0.49432003410487246,39.4291426,-87.3903754 -Republican,19369,39877,0.48571858464779194,39.4291426,-87.3903754 -Other,796,39877,0.01996138124733556,39.4291426,-87.3903754 -Democrat,3973,12874,0.30860649370824916,40.8437475,-85.7951915 -Republican,8644,12874,0.6714307907410284,40.8437475,-85.7951915 -Other,257,12874,0.019962715550722387,40.8437475,-85.7951915 -Democrat,1324,3800,0.34842105263157896,40.3526584,-87.3758466 -Republican,2377,3800,0.6255263157894737,40.3526584,-87.3758466 -Other,99,3800,0.02605263157894737,40.3526584,-87.3758466 -Democrat,8793,24630,0.35700365408038975,38.0977282,-87.2720486 -Republican,15351,24630,0.62326431181486,38.0977282,-87.2720486 -Other,486,24630,0.019732034104750305,38.0977282,-87.2720486 -Democrat,3909,10737,0.36406817546800785,38.6006126,-86.1047512 -Republican,6533,10737,0.6084567383812983,38.6006126,-86.1047512 -Other,295,10737,0.027475086150693863,38.6006126,-86.1047512 -Democrat,10591,25477,0.41570828590493386,39.8630908,-85.0067351 -Republican,14321,25477,0.5621148486870511,39.8630908,-85.0067351 -Other,565,25477,0.022176865408015074,39.8630908,-85.0067351 -Democrat,3436,12935,0.2656358716660224,40.7352727,-85.2129742 -Republican,9256,12935,0.7155778894472362,40.7352727,-85.2129742 -Other,243,12935,0.0187862388867414,40.7352727,-85.2129742 -Democrat,3637,9903,0.3672624457235181,40.7509496,-86.8642934 -Republican,5970,9903,0.6028476219327477,40.7509496,-86.8642934 -Other,296,9903,0.029889932343734223,40.7509496,-86.8642934 -Democrat,4420,15011,0.2944507361268403,41.1364261,-85.5018918 -Republican,10258,15011,0.6833655319432417,41.1364261,-85.5018918 -Other,333,15011,0.02218373192991806,41.1364261,-85.5018918 -Democrat,1790,3996,0.44794794794794796,41.3285283,-94.4781643 -Republican,2114,3996,0.529029029029029,41.3285283,-94.4781643 -Other,92,3996,0.023023023023023025,41.3285283,-94.4781643 -Democrat,1028,2185,0.47048054919908466,41.0216555,-94.6969059 -Republican,1108,2185,0.5070938215102975,41.0216555,-94.6969059 -Other,49,2185,0.022425629290617848,41.0216555,-94.6969059 -Democrat,3553,6934,0.5124026535910009,43.2749637,-91.382751 -Republican,3264,6934,0.47072396884914913,43.2749637,-91.382751 -Other,117,6934,0.016873377559850015,43.2749637,-91.382751 -Democrat,2951,6245,0.47253803042433945,40.7442964,-92.873061 -Republican,3161,6245,0.5061649319455565,40.7442964,-92.873061 -Other,133,6245,0.021297037630104085,40.7442964,-92.873061 -Democrat,1611,3457,0.4660109921897599,41.679178,-94.9043119 -Republican,1802,3457,0.5212612091408736,41.679178,-94.9043119 -Other,44,3457,0.012727798669366503,41.679178,-94.9043119 -Democrat,6862,14023,0.4893389431648007,42.0925474,-92.05763 -Republican,6940,14023,0.4949012336875134,42.0925474,-92.05763 -Other,221,14023,0.015759823147685946,42.0925474,-92.05763 -Democrat,7512,14388,0.5221017514595496,42.038642,-93.938358 -Republican,6556,14388,0.45565749235474007,42.038642,-93.938358 -Other,320,14388,0.022240756185710316,42.038642,-93.938358 -Democrat,6763,13346,0.5067435935860932,42.7808946,-92.3273559 -Republican,6405,13346,0.4799190768769669,42.7808946,-92.3273559 -Other,178,13346,0.013337329536939908,42.7808946,-92.3273559 -Democrat,5911,10535,0.5610821072615092,42.4703284,-91.8386658 -Republican,4450,10535,0.4224015187470337,42.4703284,-91.8386658 -Other,174,10535,0.01651637399145705,42.4703284,-91.8386658 -Democrat,3329,7545,0.4412193505632869,42.734757,-92.780153 -Republican,4106,7545,0.5442014579191518,42.734757,-92.780153 -Other,110,7545,0.0145791915175613,42.734757,-92.780153 -Democrat,2238,5230,0.42791586998087955,42.3861699,-94.6436829 -Republican,2891,5230,0.552772466539197,42.3861699,-94.6436829 -Other,101,5230,0.019311663479923517,42.3861699,-94.6436829 -Democrat,4947,10674,0.4634626194491287,42.039492,-94.8676471 -Republican,5601,10674,0.5247329960652052,42.039492,-94.8676471 -Other,126,10674,0.011804384485666104,42.039492,-94.8676471 -Democrat,2858,7205,0.39666897987508676,41.3338235,-94.9333023 -Republican,4217,7205,0.5852879944482998,41.3338235,-94.9333023 -Other,130,7205,0.018043025676613464,41.3338235,-94.9333023 -Democrat,4972,9649,0.5152865581925589,41.77236,-91.1326105 -Republican,4529,9649,0.4693750647735517,41.77236,-91.1326105 -Other,148,9649,0.015338377033889522,41.77236,-91.1326105 -Democrat,2634,6415,0.4106001558846454,42.7427375,-95.6332616 -Republican,3662,6415,0.5708495713172252,42.7427375,-95.6332616 -Other,119,6415,0.018550272798129385,42.7427375,-95.6332616 -Democrat,3554,6484,0.5481184454040715,43.0597409,-92.3172101 -Republican,2836,6484,0.43738433066008636,43.0597409,-92.3172101 -Other,94,6484,0.014497223935842072,43.0597409,-92.3172101 -Democrat,2189,4430,0.49413092550790066,41.0291908,-93.7840961 -Republican,2124,4430,0.47945823927765235,41.0291908,-93.7840961 -Other,117,4430,0.026410835214446954,41.0291908,-93.7840961 -Democrat,3385,8502,0.398141613737944,43.0812244,-95.1498753 -Republican,4951,8502,0.5823335685721007,43.0812244,-95.1498753 -Other,166,8502,0.019524817689955305,43.0812244,-95.1498753 -Democrat,4806,9138,0.525935653315824,42.8409849,-91.3235764 -Republican,4164,9138,0.4556795797767564,42.8409849,-91.3235764 -Other,168,9138,0.018384766907419567,42.8409849,-91.3235764 -Democrat,15141,25000,0.60564,41.8980732,-90.5342431 -Republican,9432,25000,0.37728,41.8980732,-90.5342431 -Other,427,25000,0.01708,41.8980732,-90.5342431 -Democrat,3066,6752,0.4540876777251185,42.0431192,-95.3890903 -Republican,3595,6752,0.5324348341232228,42.0431192,-95.3890903 -Other,91,6752,0.013477488151658768,42.0431192,-95.3890903 -Democrat,16576,38116,0.43488298877111975,41.6853205,-94.0407065 -Republican,20988,38116,0.5506349039773324,41.6853205,-94.0407065 -Other,552,38116,0.014482107251547907,41.6853205,-94.0407065 -Democrat,1520,3773,0.4028624436787702,40.7480892,-92.4103453 -Republican,2138,3773,0.5666578319639544,40.7480892,-92.4103453 -Other,115,3773,0.03047972435727538,40.7480892,-92.4103453 -Democrat,1791,3833,0.46725802243673364,40.7363787,-93.7845799 -Republican,1947,3833,0.507957213670754,40.7363787,-93.7845799 -Other,95,3833,0.02478476389251239,40.7363787,-93.7845799 -Democrat,4616,9378,0.49221582426956706,42.4729373,-91.3667667 -Republican,4636,9378,0.49434847515461716,42.4729373,-91.3667667 -Other,126,9378,0.013435700575815739,42.4729373,-91.3667667 -Democrat,4095,10159,0.40309085539915346,43.3896107,-95.1960572 -Republican,5912,10159,0.581947042031696,43.3896107,-95.1960572 -Other,152,10159,0.014962102569150508,43.3896107,-95.1960572 -Democrat,28768,50894,0.565253271505482,42.4634808,-90.8787708 -Republican,21280,50894,0.41812394388336543,42.4634808,-90.8787708 -Other,846,50894,0.016622784611152592,42.4634808,-90.8787708 -Democrat,2099,4687,0.44783443567313846,43.3779844,-94.6693702 -Republican,2507,4687,0.5348837209302325,43.3779844,-94.6693702 -Other,81,4687,0.017281843396628974,43.3779844,-94.6693702 -Democrat,5732,10366,0.5529616052479259,42.8641219,-91.8403761 -Republican,4492,10366,0.4333397646150878,42.8641219,-91.8403761 -Other,142,10366,0.0136986301369863,42.8641219,-91.8403761 -Democrat,4680,8257,0.5667918130071454,43.052741,-92.7873669 -Republican,3472,8257,0.4204917040087199,43.052741,-92.7873669 -Other,105,8257,0.012716482984134674,43.052741,-92.7873669 -Democrat,2266,5186,0.43694562283069804,42.7365451,-93.2714152 -Republican,2823,5186,0.5443501735441574,42.7365451,-93.2714152 -Other,97,5186,0.01870420362514462,42.7365451,-93.2714152 -Democrat,1637,3668,0.4462922573609597,40.7425902,-95.5991816 -Republican,1972,3668,0.5376226826608506,40.7425902,-95.5991816 -Other,59,3668,0.01608505997818975,40.7425902,-95.5991816 -Democrat,2375,4846,0.49009492364836976,42.042494,-94.3887028 -Republican,2380,4846,0.49112670243499795,42.042494,-94.3887028 -Other,91,4846,0.018778373916632275,42.042494,-94.3887028 -Democrat,2635,6962,0.3784831944843436,42.4033387,-92.7902437 -Republican,4215,6962,0.6054294742889974,42.4033387,-92.7902437 -Other,112,6962,0.016087331226659007,42.4033387,-92.7902437 -Democrat,2569,5888,0.43631114130434784,41.6835728,-94.5012723 -Republican,3171,5888,0.5385529891304348,41.6835728,-94.5012723 -Other,148,5888,0.025135869565217392,41.6835728,-94.5012723 -Democrat,3782,7927,0.4771035700769522,42.3907681,-93.709198 -Republican,3991,7927,0.5034691560489466,42.3907681,-93.709198 -Other,154,7927,0.019427273874101172,42.3907681,-93.709198 -Democrat,2521,5925,0.42548523206751054,43.0754105,-93.7436965 -Republican,3317,5925,0.559831223628692,43.0754105,-93.7436965 -Other,87,5925,0.014683544303797468,43.0754105,-93.7436965 -Democrat,4075,8898,0.4579680827152169,42.3902079,-93.241669 -Republican,4670,8898,0.5248370420319173,42.3902079,-93.241669 -Other,153,8898,0.017194875252865813,42.3902079,-93.241669 -Democrat,3136,7322,0.42829827915869984,41.6885844,-95.8271491 -Republican,4065,7322,0.55517618137121,41.6885844,-95.8271491 -Other,121,7322,0.01652553947009014,41.6885844,-95.8271491 -Democrat,4460,9697,0.4599360626998041,40.9848025,-91.5472594 -Republican,5035,9697,0.5192327523976488,40.9848025,-91.5472594 -Other,202,9697,0.02083118490254718,40.9848025,-91.5472594 -Democrat,2768,4645,0.5959095801937567,43.3653125,-92.3219084 -Republican,1795,4645,0.38643702906350913,43.3653125,-92.3219084 -Other,82,4645,0.017653390742734122,43.3653125,-92.3219084 -Democrat,1972,5158,0.38231872818922064,42.7822212,-94.2027754 -Republican,3099,5158,0.600814269096549,42.7822212,-94.2027754 -Other,87,5158,0.016867002714230323,42.7822212,-94.2027754 -Democrat,1321,3663,0.36063336063336066,42.3918601,-95.5074206 -Republican,2286,3663,0.6240786240786241,42.3918601,-95.5074206 -Other,56,3663,0.015288015288015287,42.3918601,-95.5074206 -Democrat,4144,8866,0.46740356417775775,41.6839184,-92.0591226 -Republican,4569,8866,0.515339499210467,41.6839184,-92.0591226 -Other,153,8866,0.017256936611775322,41.6839184,-92.0591226 -Democrat,5907,10242,0.5767428236672525,42.1642256,-90.5745819 -Republican,4177,10242,0.40783050185510644,42.1642256,-90.5745819 -Other,158,10242,0.015426674477641086,42.1642256,-90.5745819 -Democrat,10257,19515,0.5255956956187549,41.6855513,-93.0541468 -Republican,8877,19515,0.454880860876249,41.6855513,-93.0541468 -Other,381,19515,0.019523443504996157,41.6855513,-93.0541468 -Democrat,4798,8530,0.5624853458382181,41.0058877,-91.9666345 -Republican,3436,8530,0.40281359906213365,41.0058877,-91.9666345 -Other,296,8530,0.0347010550996483,41.0058877,-91.9666345 -Democrat,50666,75977,0.6668597075430722,41.670668,-91.5905285 -Republican,23698,75977,0.3119101833449597,41.670668,-91.5905285 -Other,1613,75977,0.021230109111968095,41.670668,-91.5905285 -Democrat,5534,10449,0.5296200593358216,42.1251175,-91.1169141 -Republican,4721,10449,0.45181357067661976,42.1251175,-91.1169141 -Other,194,10449,0.018566369987558617,42.1251175,-91.1169141 -Democrat,2303,5266,0.43733383972654766,41.3311823,-92.1677213 -Republican,2843,5266,0.5398784656285606,41.3311823,-92.1677213 -Other,120,5266,0.02278769464489176,41.3311823,-92.1677213 -Democrat,3850,8923,0.43146923680376553,43.2124777,-94.213983 -Republican,4937,8923,0.553289252493556,43.2124777,-94.213983 -Other,136,8923,0.01524151070267847,43.2124777,-94.213983 -Democrat,10714,18911,0.5665485696155677,40.6475875,-91.4771574 -Republican,7785,18911,0.411665168420496,40.6475875,-91.4771574 -Other,412,18911,0.021786261963936335,40.6475875,-91.4771574 -Democrat,68581,118453,0.5789722505972833,42.0779506,-91.5976735 -Republican,47622,118453,0.4020328737980465,42.0779506,-91.5976735 -Other,2250,118453,0.018994875604670208,42.0779506,-91.5976735 -Democrat,2452,4968,0.49355877616747185,41.2182111,-91.2569936 -Republican,2420,4968,0.48711755233494364,41.2182111,-91.2569936 -Other,96,4968,0.01932367149758454,41.2182111,-91.2569936 -Democrat,1987,4323,0.45963451306962755,41.033344,-93.3314666 -Republican,2254,4323,0.5213971778857275,41.033344,-93.3314666 -Other,82,4323,0.018968309044644922,41.033344,-93.3314666 -Democrat,1423,6509,0.21862037179290214,43.3835796,-96.2072011 -Republican,4978,6509,0.7647872176985712,43.3835796,-96.2072011 -Other,108,6509,0.016592410508526657,43.3835796,-96.2072011 -Democrat,3630,8458,0.4291794750532041,41.3306216,-94.0151842 -Republican,4638,8458,0.5483565854812013,41.3306216,-94.0151842 -Other,190,8458,0.022463939465594704,41.3306216,-94.0151842 -Democrat,4213,10883,0.38711752274189104,41.3307969,-92.6363663 -Republican,6448,10883,0.5924836901589635,41.3307969,-92.6363663 -Other,222,10883,0.020398787099145457,41.3307969,-92.6363663 -Democrat,7507,17687,0.42443602646011197,41.3314552,-93.093849 -Republican,9828,17687,0.5556623508791768,41.3314552,-93.093849 -Other,352,17687,0.019901622660711257,41.3314552,-93.093849 -Democrat,10257,19064,0.538029794376836,42.041691,-92.9814523 -Republican,8472,19064,0.4443978178766261,42.041691,-92.9814523 -Other,335,19064,0.017572387746537976,42.041691,-92.9814523 -Democrat,2848,7212,0.3948973932334997,41.0337028,-95.619101 -Republican,4216,7212,0.5845812534664449,41.0337028,-95.619101 -Other,148,7212,0.020521353300055462,41.0337028,-95.619101 -Democrat,2831,5586,0.5068027210884354,43.3485643,-92.7844663 -Republican,2643,5586,0.4731471535982814,43.3485643,-92.7844663 -Other,112,5586,0.020050125313283207,43.3485643,-92.7844663 -Democrat,2101,4742,0.44306199915647404,42.0494317,-95.9565661 -Republican,2557,4742,0.5392239561366512,42.0494317,-95.9565661 -Other,84,4742,0.017714044706874738,42.0494317,-95.9565661 -Democrat,1731,3830,0.45195822454308093,41.0288473,-92.8696415 -Republican,2026,3830,0.528981723237598,41.0288473,-92.8696415 -Other,73,3830,0.01906005221932115,41.0288473,-92.8696415 -Democrat,1922,5025,0.3824875621890547,41.0217348,-95.1577896 -Republican,3001,5025,0.5972139303482588,41.0217348,-95.1577896 -Other,102,5025,0.020298507462686566,41.0217348,-95.1577896 -Democrat,11323,19865,0.5699974830103196,41.483776,-91.1186992 -Republican,8168,19865,0.41117543418071983,41.483776,-91.1186992 -Other,374,19865,0.018827082808960484,41.483776,-91.1186992 -Democrat,912,3194,0.2855353788353162,43.3785421,-95.6337878 -Republican,2230,3194,0.6981840951784596,43.3785421,-95.6337878 -Other,52,3194,0.01628052598622417,43.3785421,-95.6337878 -Democrat,2613,7079,0.36911993219381267,40.7390902,-95.1442898 -Republican,4348,7079,0.6142110467580166,40.7390902,-95.1442898 -Other,118,7079,0.016669021048170647,40.7390902,-95.1442898 -Democrat,4164,12950,0.32154440154440156,42.7375854,-96.2158638 -Republican,8597,12950,0.6638610038610039,42.7375854,-96.2158638 -Other,189,12950,0.014594594594594595,42.7375854,-96.2158638 -Democrat,1523,4032,0.3777281746031746,42.7340333,-94.6782789 -Republican,2396,4032,0.5942460317460317,42.7340333,-94.6782789 -Other,113,4032,0.028025793650793652,42.7340333,-94.6782789 -Democrat,128465,228882,0.561271747013745,41.6848158,-93.568971 -Republican,96096,228882,0.4198495294518573,41.6848158,-93.568971 -Other,4321,228882,0.018878723534397637,41.6848158,-93.568971 -Democrat,19644,42301,0.4643861847237654,41.3401835,-95.5449053 -Republican,21860,42301,0.5167726531287676,41.3401835,-95.5449053 -Other,797,42301,0.018841162147466964,41.3401835,-95.5449053 -Democrat,5357,9975,0.5370426065162908,41.6845262,-92.5228819 -Republican,4424,9975,0.4435087719298246,41.6845262,-92.5228819 -Other,194,9975,0.01944862155388471,41.6845262,-92.5228819 -Democrat,1186,2599,0.4563293574451712,40.7353342,-94.2442514 -Republican,1368,2599,0.5263562908811081,40.7353342,-94.2442514 -Other,45,2599,0.01731435167372066,40.7353342,-94.2442514 -Democrat,2122,5291,0.40105840105840107,42.3875259,-95.1052244 -Republican,3094,5291,0.5847665847665847,42.3875259,-95.1052244 -Other,75,5291,0.014175014175014175,42.3875259,-95.1052244 -Democrat,50652,90263,0.5611601652947498,41.6420791,-90.6222889 -Republican,38251,90263,0.42377275295525296,41.6420791,-90.6222889 -Other,1360,90263,0.01506708174999723,41.6420791,-90.6222889 -Democrat,2469,6483,0.38084220268394264,41.6790143,-95.3089173 -Republican,3911,6483,0.6032700910072497,41.6790143,-95.3089173 -Other,103,6483,0.01588770630880765,41.6790143,-95.3089173 -Democrat,2700,17308,0.1559972267159695,43.082646,-96.1780098 -Republican,14407,17308,0.8323896464062861,43.082646,-96.1780098 -Other,201,17308,0.011613126877744396,43.082646,-96.1780098 -Democrat,26192,47150,0.5555037115588547,42.0375379,-93.4660934 -Republican,19668,47150,0.4171367974549311,42.0375379,-93.4660934 -Other,1290,47150,0.02735949098621421,42.0375379,-93.4660934 -Democrat,4768,9017,0.5287789730509038,42.074848,-92.5294115 -Republican,4098,9017,0.4544748807807475,42.074848,-92.5294115 -Other,151,9017,0.016746146168348675,42.074848,-92.5294115 -Democrat,1262,2995,0.4213689482470785,40.7379489,-94.6971082 -Republican,1683,2995,0.5619365609348915,40.7379489,-94.6971082 -Other,50,2995,0.01669449081803005,40.7379489,-94.6971082 -Democrat,3043,5957,0.5108275977841196,41.0285502,-94.2450907 -Republican,2813,5957,0.4722175591740809,41.0285502,-94.2450907 -Other,101,5957,0.016954843041799565,41.0285502,-94.2450907 -Democrat,8663,15770,0.5493341788205454,41.0312751,-92.4094658 -Republican,6789,15770,0.4305009511731135,41.0312751,-92.4094658 -Other,318,15770,0.020164870006341155,41.0312751,-92.4094658 -Democrat,12551,26072,0.4813976679963179,41.3324459,-93.5687512 -Republican,13052,26072,0.5006136851795029,41.3324459,-93.5687512 -Other,469,26072,0.017988646824179198,41.3324459,-93.5687512 -Democrat,5115,11004,0.4648309705561614,41.3294012,-91.7250523 -Republican,5562,11004,0.5054525627044711,41.3294012,-91.7250523 -Other,327,11004,0.0297164667393675,41.3294012,-91.7250523 -Democrat,1251,2900,0.43137931034482757,40.7399827,-93.3326126 -Republican,1583,2900,0.5458620689655173,40.7399827,-93.3326126 -Other,66,2900,0.022758620689655173,40.7399827,-93.3326126 -Democrat,9537,18292,0.5213754646840149,42.4335786,-94.1758309 -Republican,8469,18292,0.46298928493330416,42.4335786,-94.1758309 -Other,286,18292,0.015635250382680953,42.4335786,-94.1758309 -Democrat,2903,5918,0.490537343697195,43.3781243,-93.7434883 -Republican,2906,5918,0.4910442717134167,43.3781243,-93.7434883 -Other,109,5918,0.01841838458938831,43.3781243,-93.7434883 -Democrat,6256,11084,0.5644171779141104,43.2929889,-91.850788 -Republican,4622,11084,0.4169974738361602,43.2929889,-91.850788 -Other,206,11084,0.01858534824972934,43.2929889,-91.850788 -Democrat,22302,45019,0.4953908349807859,42.3932198,-96.0532956 -Republican,21841,45019,0.48515071414291744,42.3932198,-96.0532956 -Other,876,45019,0.019458450876296676,42.3932198,-96.0532956 -Democrat,2350,4172,0.5632790028763183,43.373491,-93.2485332 -Republican,1744,4172,0.41802492809204217,43.373491,-93.2485332 -Other,78,4172,0.018696069031639503,43.373491,-93.2485332 -Democrat,2836,6278,0.45173622172666456,42.7330073,-93.7347352 -Republican,3349,6278,0.5334501433577572,42.7330073,-93.7347352 -Other,93,6278,0.01481363491557821,42.7330073,-93.7347352 -Democrat,1869,5310,0.3519774011299435,37.8842285,-95.3009448 -Republican,3316,5310,0.624482109227872,37.8842285,-95.3009448 -Other,125,5310,0.023540489642184557,37.8842285,-95.3009448 -Democrat,944,3315,0.28476621417797887,38.2151139,-95.2920464 -Republican,2276,3315,0.6865761689291101,38.2151139,-95.2920464 -Other,95,3315,0.02865761689291101,38.2151139,-95.2920464 -Democrat,2567,6674,0.38462691039856156,39.5325441,-95.3133975 -Republican,3917,6674,0.5869044051543303,39.5325441,-95.3133975 -Other,190,6674,0.02846868444710818,39.5325441,-95.3133975 -Democrat,482,2314,0.20829732065687123,37.2229059,-98.685052 -Republican,1772,2314,0.7657735522904062,37.2229059,-98.685052 -Other,60,2314,0.02592912705272256,37.2229059,-98.685052 -Democrat,2297,10341,0.22212551977565032,38.4812394,-98.7678374 -Republican,7874,10341,0.7614350643071269,38.4812394,-98.7678374 -Other,170,10341,0.016439415917222706,38.4812394,-98.7678374 -Democrat,1996,6254,0.31915574032619126,37.8560997,-94.8509284 -Republican,4102,6254,0.6559002238567317,37.8560997,-94.8509284 -Other,156,6254,0.02494403581707707,37.8560997,-94.8509284 -Democrat,1076,3993,0.26947157525669924,39.8259308,-95.5699047 -Republican,2829,3993,0.7084898572501879,39.8259308,-95.5699047 -Other,88,3993,0.02203856749311295,39.8259308,-95.5699047 -Democrat,7282,26085,0.27916427065363236,37.7736487,-96.8388402 -Republican,18157,26085,0.6960705386237301,37.7736487,-96.8388402 -Other,646,26085,0.024765190722637533,37.7736487,-96.8388402 -Democrat,358,1271,0.2816679779701023,38.2994749,-96.5940289 -Republican,875,1271,0.6884343036978757,38.2994749,-96.5940289 -Other,38,1271,0.02989771833202203,38.2994749,-96.5940289 -Democrat,280,1630,0.17177914110429449,37.1542592,-96.2453962 -Republican,1304,1630,0.8,37.1542592,-96.2453962 -Other,46,1630,0.02822085889570552,37.1542592,-96.2453962 -Democrat,2930,8571,0.34185042585462605,37.1693922,-94.8456975 -Republican,5456,8571,0.6365651615914129,37.1693922,-94.8456975 -Other,185,8571,0.02158441255396103,37.1693922,-94.8456975 -Democrat,233,1426,0.16339410939691446,39.7899166,-101.7273254 -Republican,1159,1426,0.8127629733520336,39.7899166,-101.7273254 -Other,34,1426,0.023842917251051893,39.7899166,-101.7273254 -Democrat,174,1017,0.1710914454277286,37.2338311,-99.8138686 -Republican,805,1017,0.7915437561455261,37.2338311,-99.8138686 -Other,38,1017,0.03736479842674533,37.2338311,-99.8138686 -Democrat,834,3686,0.22626153011394465,39.3449643,-97.1688527 -Republican,2788,3686,0.7563754747693977,39.3449643,-97.1688527 -Other,64,3686,0.017362995116657624,39.3449643,-97.1688527 -Democrat,974,4058,0.24001971414489898,39.4873286,-97.6413898 -Republican,2954,4058,0.7279448003942829,39.4873286,-97.6413898 -Other,130,4058,0.032035485460818136,39.4873286,-97.6413898 -Democrat,898,3906,0.22990271377368152,38.2364502,-95.7291373 -Republican,2903,3906,0.743215565796211,38.2364502,-95.7291373 -Other,105,3906,0.026881720430107527,38.2364502,-95.7291373 -Democrat,143,928,0.1540948275862069,37.1814417,-99.2512929 -Republican,767,928,0.8265086206896551,37.1814417,-99.2512929 -Other,18,928,0.01939655172413793,37.1814417,-99.2512929 -Democrat,4319,12710,0.3398111723052714,37.2345068,-96.8372468 -Republican,8081,12710,0.6357985837922895,37.2345068,-96.8372468 -Other,310,12710,0.024390243902439025,37.2345068,-96.8372468 -Democrat,6826,14945,0.4567413850786216,37.5058215,-94.8538967 -Republican,7708,14945,0.5157577785212446,37.5058215,-94.8538967 -Other,411,14945,0.027500836400133823,37.5058215,-94.8538967 -Democrat,266,1532,0.17362924281984335,39.783542,-100.4597084 -Republican,1218,1532,0.7950391644908616,39.783542,-100.4597084 -Other,48,1532,0.031331592689295036,39.783542,-100.4597084 -Democrat,2020,8042,0.2511812981845312,38.8677353,-97.1579434 -Republican,5832,8042,0.7251927381248445,38.8677353,-97.1579434 -Other,190,8042,0.023625963690624224,38.8677353,-97.1579434 -Democrat,902,3403,0.26506024096385544,39.7885021,-95.1472253 -Republican,2414,3403,0.7093740816926242,39.7885021,-95.1472253 -Other,87,3403,0.025565677343520422,39.7885021,-95.1472253 -Democrat,29267,48145,0.6078928237615536,38.8964168,-95.2909475 -Republican,17401,48145,0.3614290165126181,38.8964168,-95.2909475 -Other,1477,48145,0.030678159725828227,38.8964168,-95.2909475 -Democrat,298,1385,0.21516245487364621,37.8835945,-99.3047457 -Republican,1059,1385,0.7646209386281588,37.8835945,-99.3047457 -Other,28,1385,0.020216606498194945,37.8835945,-99.3047457 -Democrat,281,1369,0.20525931336742148,37.4560259,-96.2446421 -Republican,1049,1369,0.7662527392257122,37.4560259,-96.2446421 -Other,39,1369,0.028487947406866325,37.4560259,-96.2446421 -Democrat,3057,11714,0.2609697797507256,38.9145967,-99.3173133 -Republican,8399,11714,0.7170052928120199,38.9145967,-99.3173133 -Other,258,11714,0.022024927437254566,38.9145967,-99.3173133 -Democrat,702,2712,0.2588495575221239,38.7008451,-98.2053552 -Republican,1930,2712,0.7116519174041298,38.7008451,-98.2053552 -Other,80,2712,0.029498525073746312,38.7008451,-98.2053552 -Democrat,2682,9084,0.2952443857331572,38.0498075,-100.7399674 -Republican,6219,9084,0.6846103038309115,38.0498075,-100.7399674 -Other,183,9084,0.020145310435931308,38.0498075,-100.7399674 -Democrat,2600,8362,0.31093039942597467,37.6884159,-99.8847484 -Republican,5602,8362,0.6699354221478115,37.6884159,-99.8847484 -Other,160,8362,0.019134178426213823,37.6884159,-99.8847484 -Democrat,3694,10990,0.3361237488626024,38.5580187,-95.2789618 -Republican,6984,10990,0.6354868061874431,38.5580187,-95.2789618 -Other,312,10990,0.028389444949954504,38.5580187,-95.2789618 -Democrat,3332,7845,0.4247291268323773,39.0021387,-96.7680996 -Republican,4372,7845,0.5572976418100701,39.0021387,-96.7680996 -Other,141,7845,0.01797323135755258,39.0021387,-96.7680996 -Democrat,176,1383,0.1272595806218366,38.9172385,-100.4873598 -Republican,1168,1383,0.8445408532176428,38.9172385,-100.4873598 -Other,39,1383,0.028199566160520606,38.9172385,-100.4873598 -Democrat,256,1340,0.191044776119403,39.3549716,-99.8798939 -Republican,1056,1340,0.7880597014925373,39.3549716,-99.8798939 -Other,28,1340,0.020895522388059702,39.3549716,-99.8798939 -Democrat,456,2306,0.19774501300954034,37.547537,-101.2993622 -Republican,1811,2306,0.7853425845620121,37.547537,-101.2993622 -Other,39,2306,0.016912402428447527,37.547537,-101.2993622 -Democrat,324,1958,0.16547497446373852,37.7445134,-100.4517163 -Republican,1603,1958,0.8186925434116445,37.7445134,-100.4517163 -Other,31,1958,0.015832482124616958,37.7445134,-100.4517163 -Democrat,113,670,0.16865671641791044,38.4804041,-101.8059697 -Republican,543,670,0.8104477611940298,38.4804041,-101.8059697 -Other,14,670,0.020895522388059702,38.4804041,-101.8059697 -Democrat,478,2123,0.2251530852567122,37.8793472,-96.2417321 -Republican,1590,2123,0.7489401789919925,37.8793472,-96.2417321 -Other,55,2123,0.025906735751295335,37.8793472,-96.2417321 -Democrat,163,877,0.18586088939566706,37.9952438,-101.7936887 -Republican,693,877,0.790193842645382,37.9952438,-101.7936887 -Other,21,877,0.02394526795895097,37.9952438,-101.7936887 -Democrat,550,2389,0.23022185014650481,37.188184,-98.0665901 -Republican,1759,2389,0.7362913352867309,37.188184,-98.0665901 -Other,80,2389,0.033486814566764334,37.188184,-98.0665901 -Democrat,5373,14294,0.37589198265006296,38.0501436,-97.4367065 -Republican,8588,14294,0.6008115293129984,38.0501436,-97.4367065 -Other,333,14294,0.023296488036938574,38.0501436,-97.4367065 -Democrat,215,1396,0.15401146131805157,37.554979,-100.8799515 -Republican,1159,1396,0.8302292263610315,37.554979,-100.8799515 -Other,22,1396,0.015759312320916905,37.554979,-100.8799515 -Democrat,179,1060,0.16886792452830188,38.0874927,-99.8984067 -Republican,868,1060,0.8188679245283019,38.0874927,-99.8984067 -Other,13,1060,0.012264150943396227,38.0874927,-99.8984067 -Democrat,1901,5561,0.3418449919079302,39.4111453,-95.794485 -Republican,3527,5561,0.6342384463226038,39.4111453,-95.794485 -Other,133,5561,0.023916561769465924,39.4111453,-95.794485 -Democrat,2977,8013,0.3715212779233745,39.239644,-95.375314 -Republican,4827,8013,0.6023961063272183,39.239644,-95.375314 -Other,209,8013,0.026082615749407213,39.239644,-95.375314 -Democrat,229,1497,0.15297261189044756,39.7770021,-98.2226184 -Republican,1235,1497,0.8249832999331997,39.7770021,-98.2226184 -Other,33,1497,0.022044088176352707,39.7770021,-98.2226184 -Democrat,110526,274365,0.40284292821606255,38.8839065,-94.8223295 -Republican,158401,274365,0.5773367594263117,38.8839065,-94.8223295 -Other,5438,274365,0.01982031235762579,38.8839065,-94.8223295 -Democrat,268,1386,0.19336219336219337,37.9944614,-101.3081363 -Republican,1097,1386,0.7914862914862915,37.9944614,-101.3081363 -Other,21,1386,0.015151515151515152,37.9944614,-101.3081363 -Democrat,733,3231,0.22686474775611265,37.5529509,-98.1445285 -Republican,2397,3231,0.7418755803156918,37.5529509,-98.1445285 -Other,101,3231,0.031259671928195606,37.5529509,-98.1445285 -Democrat,163,1144,0.14248251748251747,37.5612311,-99.2865389 -Republican,976,1144,0.8531468531468531,37.5612311,-99.2865389 -Other,5,1144,0.004370629370629371,37.5612311,-99.2865389 -Democrat,3117,8037,0.3878312803284808,37.1914676,-95.2974732 -Republican,4742,8037,0.5900211521712082,37.1914676,-95.2974732 -Other,178,8037,0.02214756750031106,37.1914676,-95.2974732 -Democrat,172,928,0.1853448275862069,38.4812863,-100.4661853 -Republican,739,928,0.7963362068965517,38.4812863,-100.4661853 -Other,17,928,0.018318965517241378,38.4812863,-100.4661853 -Democrat,11357,29085,0.3904761904761905,39.1895108,-95.038977 -Republican,17059,29085,0.5865222623345367,39.1895108,-95.038977 -Other,669,29085,0.02300154718927282,39.1895108,-95.038977 -Democrat,289,1483,0.19487525286581253,39.0472801,-98.2142837 -Republican,1165,1483,0.7855697909642616,39.0472801,-98.2142837 -Other,29,1483,0.019554956169925825,39.0472801,-98.2142837 -Democrat,1170,4467,0.2619207521826729,38.2165494,-94.8449321 -Republican,3177,4467,0.7112155809267965,38.2165494,-94.8449321 -Other,120,4467,0.026863666890530557,38.2165494,-94.8449321 -Democrat,197,1350,0.14592592592592593,38.9132702,-101.1574016 -Republican,1126,1350,0.8340740740740741,38.9132702,-101.1574016 -Other,27,1350,0.02,38.9132702,-101.1574016 -Democrat,5111,11875,0.4304,38.4554034,-96.1616407 -Republican,6470,11875,0.5448421052631579,38.4554034,-96.1616407 -Other,294,11875,0.024757894736842104,38.4554034,-96.1616407 -Democrat,1385,5409,0.25605472360880016,38.3596474,-97.1027707 -Republican,3889,5409,0.7189868737289702,38.3596474,-97.1027707 -Other,135,5409,0.024958402662229616,38.3596474,-97.1027707 -Democrat,1469,4773,0.30777288916823803,39.7827091,-96.5212426 -Republican,3195,4773,0.6693903205531112,39.7827091,-96.5212426 -Other,109,4773,0.022836790278650744,39.7827091,-96.5212426 -Democrat,258,1709,0.15096547688706846,37.2438862,-100.3600936 -Republican,1428,1709,0.8355763604447045,37.2438862,-100.3600936 -Other,23,1709,0.013458162668227034,37.2438862,-100.3600936 -Democrat,4712,14856,0.31717824448034465,38.5667718,-94.8329626 -Republican,9858,14856,0.6635702746365105,38.5667718,-94.8329626 -Other,286,14856,0.019251480883144857,38.5667718,-94.8329626 -Democrat,584,2965,0.196964586846543,39.3930256,-98.2073621 -Republican,2327,2965,0.784822934232715,39.3930256,-98.2073621 -Other,54,2965,0.01821247892074199,39.3930256,-98.2073621 -Democrat,3501,12417,0.2819521623580575,37.1895369,-95.7424028 -Republican,8630,12417,0.6950148989288878,37.1895369,-95.7424028 -Other,286,12417,0.023032938713054684,37.1895369,-95.7424028 -Democrat,718,2562,0.28024980483996875,38.688204,-96.6514482 -Republican,1773,2562,0.6920374707259953,38.688204,-96.6514482 -Other,71,2562,0.02771272443403591,38.688204,-96.6514482 -Democrat,189,1278,0.14788732394366197,37.1852495,-101.8095163 -Republican,1072,1278,0.838810641627543,37.1852495,-101.8095163 -Other,17,1278,0.013302034428794992,37.1852495,-101.8095163 -Democrat,1000,5026,0.19896538002387584,39.7910427,-96.0053805 -Republican,3930,5026,0.781933943493832,39.7910427,-96.0053805 -Other,96,5026,0.01910067648229208,39.7910427,-96.0053805 -Democrat,2050,6480,0.31635802469135804,37.5642832,-95.3156822 -Republican,4272,6480,0.6592592592592592,37.5642832,-95.3156822 -Other,158,6480,0.024382716049382715,37.5642832,-95.3156822 -Democrat,218,1444,0.15096952908587258,38.4804369,-99.9087452 -Republican,1209,1444,0.8372576177285319,38.4804369,-99.9087452 -Other,17,1444,0.011772853185595568,38.4804369,-99.9087452 -Democrat,398,2325,0.17118279569892472,39.7838666,-99.8992352 -Republican,1878,2325,0.807741935483871,39.7838666,-99.8992352 -Other,49,2325,0.021075268817204302,39.7838666,-99.8992352 -Democrat,2268,6906,0.32841007819287577,38.6502149,-95.7082554 -Republican,4427,6906,0.6410367796119316,38.6502149,-95.7082554 -Other,211,6906,0.030553142195192586,38.6502149,-95.7082554 -Democrat,324,1838,0.176278563656148,39.3482608,-98.7679416 -Republican,1479,1838,0.8046789989118607,39.3482608,-98.7679416 -Other,35,1838,0.019042437431991296,39.3482608,-98.7679416 -Democrat,558,2933,0.1902488919195363,39.1379632,-97.6548025 -Republican,2295,2933,0.7824752812819639,39.1379632,-97.6548025 -Other,80,2933,0.02727582679849983,39.1379632,-97.6548025 -Democrat,718,2608,0.2753067484662577,38.1814768,-99.2347717 -Republican,1836,2608,0.7039877300613497,38.1814768,-99.2347717 -Other,54,2608,0.020705521472392636,38.1814768,-99.2347717 -Democrat,382,2565,0.14892787524366471,39.7845058,-99.3421498 -Republican,2135,2565,0.8323586744639376,39.7845058,-99.3421498 -Other,48,2565,0.01871345029239766,39.7845058,-99.3421498 -Democrat,2335,9479,0.24633400147694903,39.3821868,-96.3371126 -Republican,6804,9479,0.7177972359953582,39.3821868,-96.3371126 -Other,340,9479,0.0358687625276928,39.3821868,-96.3371126 -Democrat,980,3801,0.2578268876611418,37.6475943,-98.7401199 -Republican,2771,3801,0.7290186792949224,37.6475943,-98.7401199 -Other,50,3801,0.013154433043935806,37.6475943,-98.7401199 -Democrat,190,1444,0.13157894736842105,39.7861975,-101.0767378 -Republican,1223,1444,0.8469529085872576,39.7861975,-101.0767378 -Other,31,1444,0.02146814404432133,39.7861975,-101.0767378 -Democrat,8085,24422,0.3310539677340103,37.9481849,-98.0783463 -Republican,15718,24422,0.6436000327573499,37.9481849,-98.0783463 -Other,619,24422,0.02534599950863975,37.9481849,-98.0783463 -Democrat,477,2686,0.17758749069247953,39.8289061,-97.650883 -Republican,2134,2686,0.7944899478778853,39.8289061,-97.650883 -Other,75,2686,0.027922561429635145,39.8289061,-97.650883 -Democrat,911,3681,0.24748709589785384,38.3471776,-98.2014154 -Republican,2676,3681,0.7269763651181744,38.3471776,-98.2014154 -Other,94,3681,0.025536538983971745,38.3471776,-98.2014154 -Democrat,8977,21101,0.42543007440405667,39.2912114,-96.7274889 -Republican,11507,21101,0.5453296052319795,39.2912114,-96.7274889 -Other,617,21101,0.029240320363963793,39.2912114,-96.7274889 -Democrat,361,2460,0.1467479674796748,39.3460064,-99.3244921 -Republican,2038,2460,0.8284552845528456,39.3460064,-99.3244921 -Other,61,2460,0.024796747967479674,39.3460064,-99.3244921 -Democrat,367,1570,0.2337579617834395,38.5235962,-99.3091835 -Republican,1166,1570,0.7426751592356687,38.5235962,-99.3091835 -Other,37,1570,0.02356687898089172,38.5235962,-99.3091835 -Democrat,593,3200,0.1853125,38.9160397,-98.7709489 -Republican,2553,3200,0.7978125,38.9160397,-98.7709489 -Other,54,3200,0.016875,38.9160397,-98.7709489 -Democrat,7040,21496,0.3275027912169706,38.7918043,-97.6514783 -Republican,13840,21496,0.6438407145515445,38.7918043,-97.6514783 -Other,616,21496,0.028656494231484926,38.7918043,-97.6514783 -Democrat,277,2052,0.13499025341130605,38.4818768,-100.9063604 -Republican,1728,2052,0.8421052631578947,38.4818768,-100.9063604 -Other,47,2052,0.02290448343079922,38.4818768,-100.9063604 -Democrat,71977,182895,0.39354274310396675,37.681045,-97.4610535 -Republican,106506,182895,0.582334126137948,37.681045,-97.4610535 -Other,4412,182895,0.02412313075808524,37.681045,-97.4610535 -Democrat,1490,5176,0.28786707882534773,37.1809599,-100.8552566 -Republican,3617,5176,0.6988021638330757,37.1809599,-100.8552566 -Other,69,5176,0.013330757341576507,37.1809599,-100.8552566 -Democrat,36975,76508,0.48328279395618756,39.0418053,-95.755664 -Republican,37782,76508,0.4938307105139332,39.0418053,-95.755664 -Other,1751,76508,0.022886495529879227,39.0418053,-95.755664 -Democrat,168,1342,0.12518628912071536,39.3505465,-100.4412278 -Republican,1154,1342,0.8599105812220567,39.3505465,-100.4412278 -Other,20,1342,0.014903129657228018,39.3505465,-100.4412278 -Democrat,577,2623,0.21997712542889822,39.3513521,-101.719859 -Republican,1976,2623,0.7533358749523447,39.3513521,-101.719859 -Other,70,2623,0.02668699961875715,39.3513521,-101.719859 -Democrat,358,2023,0.17696490360850223,39.7846603,-98.7854295 -Republican,1624,2023,0.8027681660899654,39.7846603,-98.7854295 -Other,41,2023,0.020266930301532378,39.7846603,-98.7854295 -Democrat,404,1839,0.21968461120174007,38.0356303,-98.7198888 -Republican,1385,1839,0.7531266992930941,38.0356303,-98.7198888 -Other,50,1839,0.027188689505165852,38.0356303,-98.7198888 -Democrat,143,759,0.18840579710144928,37.5659319,-101.7893829 -Republican,605,759,0.7971014492753623,37.5659319,-101.7893829 -Other,11,759,0.014492753623188406,37.5659319,-101.7893829 -Democrat,252,2034,0.12389380530973451,37.2017002,-101.3172684 -Republican,1749,2034,0.859882005899705,37.2017002,-101.3172684 -Other,33,2034,0.016224188790560472,37.2017002,-101.3172684 -Democrat,2658,9141,0.29077781424351823,37.2366617,-97.4933519 -Republican,6260,9141,0.6848266054042227,37.2366617,-97.4933519 -Other,223,9141,0.024395580352259052,37.2366617,-97.4933519 -Democrat,598,3474,0.17213586643638457,39.3577126,-101.0833859 -Republican,2788,3474,0.8025331030512378,39.3577126,-101.0833859 -Other,88,3474,0.025331030512377662,39.3577126,-101.0833859 -Democrat,291,1579,0.18429385687143762,38.9213022,-99.865423 -Republican,1261,1579,0.798606713109563,38.9213022,-99.865423 -Other,27,1579,0.017099430018999367,38.9213022,-99.865423 -Democrat,918,3267,0.2809917355371901,38.9551537,-96.2012619 -Republican,2256,3267,0.6905417814508723,38.9551537,-96.2012619 -Other,93,3267,0.028466483011937556,38.9551537,-96.2012619 -Democrat,68,798,0.08521303258145363,38.9266259,-101.7711031 -Republican,719,798,0.9010025062656641,38.9266259,-101.7711031 -Other,11,798,0.013784461152882205,38.9266259,-101.7711031 -Democrat,524,2889,0.18137763932156456,39.7767142,-97.0956108 -Republican,2316,2889,0.8016614745586709,39.7767142,-97.0956108 -Other,49,2889,0.016960886119764623,39.7767142,-97.0956108 -Democrat,157,987,0.1590678824721378,38.4819222,-101.3474341 -Republican,821,987,0.8318135764944276,38.4819222,-101.3474341 -Other,9,987,0.00911854103343465,38.4819222,-101.3474341 -Democrat,818,3717,0.2200699488835082,37.5585146,-95.7451749 -Republican,2825,3717,0.7600215227333872,37.5585146,-95.7451749 -Other,74,3717,0.019908528383104654,37.5585146,-95.7451749 -Democrat,380,1447,0.2626123013130615,37.8881929,-95.7584691 -Republican,1035,1447,0.7152729785763648,37.8881929,-95.7584691 -Other,32,1447,0.0221147201105736,37.8881929,-95.7584691 -Democrat,34302,50738,0.6760613346998305,39.1153842,-94.7630866 -Republican,15496,50738,0.3054121171508534,39.1153842,-94.7630866 -Other,940,50738,0.018526548149316095,39.1153842,-94.7630866 -Democrat,1660,7600,0.21842105263157896,37.1055589,-85.2813796 -Republican,5841,7600,0.7685526315789474,37.1055589,-85.2813796 -Other,99,7600,0.013026315789473684,37.1055589,-85.2813796 -Democrat,1808,7100,0.25464788732394367,36.7507703,-86.192458 -Republican,5184,7100,0.7301408450704225,36.7507703,-86.192458 -Other,108,7100,0.015211267605633802,36.7507703,-86.192458 -Democrat,3315,10320,0.32122093023255816,38.0053963,-84.9864171 -Republican,6822,10320,0.661046511627907,38.0053963,-84.9864171 -Other,183,10320,0.017732558139534883,38.0053963,-84.9864171 -Democrat,1189,3895,0.30526315789473685,37.0513234,-89.0103673 -Republican,2647,3895,0.679589216944801,37.0513234,-89.0103673 -Other,59,3895,0.015147625160462131,37.0513234,-89.0103673 -Democrat,5400,16568,0.32592950265572185,36.9628048,-85.9321078 -Republican,10922,16568,0.6592225977788508,36.9628048,-85.9321078 -Other,246,16568,0.01484789956542733,36.9628048,-85.9321078 -Democrat,1770,4122,0.4294032023289665,38.1522485,-83.7376405 -Republican,2275,4122,0.5519165453663271,38.1522485,-83.7376405 -Other,77,4122,0.018680252304706452,38.1522485,-83.7376405 -Democrat,2224,9482,0.23454967306475427,36.7289281,-83.680718 -Republican,7127,9482,0.7516346762286438,36.7289281,-83.680718 -Other,131,9482,0.013815650706601982,36.7289281,-83.680718 -Democrat,15629,52511,0.2976328769210261,38.9589002,-84.7363707 -Republican,35922,52511,0.6840852392831978,38.9589002,-84.7363707 -Other,960,52511,0.018281883795776124,38.9589002,-84.7363707 -Democrat,3075,7923,0.38811056418023476,38.2025623,-84.2098602 -Republican,4692,7923,0.5921999242711095,38.2025623,-84.2098602 -Other,156,7923,0.01968951154865581,38.2025623,-84.2098602 -Democrat,7776,19049,0.40821040474565595,38.3600037,-82.6814063 -Republican,10884,19049,0.5713685757782561,38.3600037,-82.6814063 -Other,389,19049,0.020421019476087984,38.3600037,-82.6814063 -Democrat,4471,12373,0.36135132950779925,37.6181043,-84.8683523 -Republican,7703,12373,0.6225652630728199,37.6181043,-84.8683523 -Other,199,12373,0.01608340741938091,37.6181043,-84.8683523 -Democrat,1147,3232,0.35488861386138615,38.6803649,-84.1152351 -Republican,2029,3232,0.6277846534653465,38.6803649,-84.1152351 -Other,56,3232,0.017326732673267328,38.6803649,-84.1152351 -Democrat,1562,5008,0.31190095846645366,37.5178069,-83.3171582 -Republican,3318,5008,0.6625399361022364,37.5178069,-83.3171582 -Other,128,5008,0.025559105431309903,37.5178069,-83.3171582 -Democrat,2825,7969,0.35449868239427784,37.777988,-86.4329188 -Republican,5025,7969,0.6305684527544234,37.777988,-86.4329188 -Other,119,7969,0.014932864851298782,37.777988,-86.4329188 -Democrat,9971,31779,0.31376065955505206,37.9699446,-85.7026357 -Republican,21306,31779,0.6704427452091003,37.9699446,-85.7026357 -Other,502,31779,0.01579659523584757,37.9699446,-85.7026357 -Democrat,1293,5060,0.2555335968379447,37.2070133,-86.6824707 -Republican,3716,5060,0.7343873517786561,37.2070133,-86.6824707 -Other,51,5060,0.01007905138339921,37.2070133,-86.6824707 -Democrat,1852,5860,0.31604095563139933,37.1486421,-87.8705095 -Republican,3904,5860,0.6662116040955631,37.1486421,-87.8705095 -Other,104,5860,0.017747440273037544,37.1486421,-87.8705095 -Democrat,5317,15072,0.35277335456475584,36.6209783,-88.2740857 -Republican,9440,15072,0.6263269639065817,36.6209783,-88.2740857 -Other,315,15072,0.02089968152866242,36.6209783,-88.2740857 -Democrat,15080,40177,0.37533912437464223,38.9469811,-84.3795832 -Republican,24240,40177,0.6033302635836424,38.9469811,-84.3795832 -Other,857,40177,0.021330612041715408,38.9469811,-84.3795832 -Democrat,750,2619,0.286368843069874,36.85718,-88.976614 -Republican,1835,2619,0.7006491027109584,36.85718,-88.976614 -Other,34,2619,0.012982054219167621,36.85718,-88.976614 -Democrat,1629,3680,0.44266304347826085,38.6683939,-85.1240238 -Republican,1999,3680,0.5432065217391304,38.6683939,-85.1240238 -Other,52,3680,0.014130434782608696,38.6683939,-85.1240238 -Democrat,3383,8908,0.3797709923664122,38.3095486,-83.0487958 -Republican,5279,8908,0.5926133812303548,38.3095486,-83.0487958 -Other,246,8908,0.02761562640323305,38.3095486,-83.0487958 -Democrat,1086,6091,0.1782958463306518,37.3219623,-84.9282195 -Republican,4904,6091,0.8051223116072894,37.3219623,-84.9282195 -Other,101,6091,0.016581842062058774,37.3219623,-84.9282195 -Democrat,8252,21955,0.3758597130494193,36.8920592,-87.4929864 -Republican,13475,21955,0.6137554087907082,36.8920592,-87.4929864 -Other,228,21955,0.010384878159872466,36.8920592,-87.4929864 -Democrat,5228,15416,0.3391281785158277,37.9703141,-84.1451152 -Republican,9931,15416,0.6442008303061754,37.9703141,-84.1451152 -Other,257,15416,0.016670991177996888,37.9703141,-84.1451152 -Democrat,1111,7383,0.15048083434918055,37.1642731,-83.7154733 -Republican,6176,7383,0.8365163212786131,37.1642731,-83.7154733 -Other,96,7383,0.01300284437220642,37.1642731,-83.7154733 -Democrat,752,4393,0.17118142499430913,36.7272577,-85.1360977 -Republican,3569,4393,0.8124288641019805,36.7272577,-85.1360977 -Other,72,4393,0.01638971090371045,36.7272577,-85.1360977 -Democrat,960,3854,0.24909185262065386,37.3581494,-88.1050103 -Republican,2839,3854,0.7366372599896212,37.3581494,-88.1050103 -Other,55,3854,0.014270887389724962,37.3581494,-88.1050103 -Democrat,599,2854,0.20988086895585142,36.7823717,-85.3884841 -Republican,2216,2854,0.7764540995094604,36.7823717,-85.3884841 -Other,39,2854,0.013665031534688158,36.7823717,-85.3884841 -Democrat,16208,42087,0.38510704017867753,37.731671,-87.087139 -Republican,25092,42087,0.5961935989735547,37.731671,-87.087139 -Other,787,42087,0.01869936084776772,37.731671,-87.087139 -Democrat,1374,4668,0.2943444730077121,37.2275136,-86.2180153 -Republican,3232,4668,0.6923736075407027,37.2275136,-86.2180153 -Other,62,4668,0.013281919451585262,37.2275136,-86.2180153 -Democrat,1186,2399,0.4943726552730304,38.1168826,-83.096116 -Republican,1126,2399,0.46936223426427676,38.1168826,-83.096116 -Other,87,2399,0.03626511046269279,38.1168826,-83.096116 -Democrat,1356,5184,0.26157407407407407,37.6924493,-83.9639825 -Republican,3749,5184,0.7231867283950617,37.6924493,-83.9639825 -Other,79,5184,0.015239197530864198,37.6924493,-83.9639825 -Democrat,62080,125866,0.493222951392751,38.0406751,-84.4582743 -Republican,60795,125866,0.4830136812165319,38.0406751,-84.4582743 -Other,2991,125866,0.023763367390717112,38.0406751,-84.4582743 -Democrat,1911,5782,0.3305084745762712,38.3678475,-83.6992045 -Republican,3780,5782,0.6537530266343826,38.3678475,-83.6992045 -Other,91,5782,0.015738498789346248,38.3678475,-83.6992045 -Democrat,4733,14890,0.3178643384822028,37.552456,-82.7397239 -Republican,9784,14890,0.6570852921423774,37.552456,-82.7397239 -Other,373,14890,0.025050369375419743,37.552456,-82.7397239 -Democrat,11535,23337,0.49427947036894204,38.234919,-84.8687863 -Republican,11345,23337,0.4861378926168745,38.234919,-84.8687863 -Other,457,23337,0.019582637014183484,38.234919,-84.8687863 -Democrat,1022,2481,0.41193067311567916,36.5525115,-89.1876586 -Republican,1425,2481,0.5743651753325272,36.5525115,-89.1876586 -Other,34,2481,0.013704151551793631,36.5525115,-89.1876586 -Democrat,1238,3061,0.40444299248611565,38.7601027,-84.8621525 -Republican,1758,3061,0.5743221169552434,38.7601027,-84.8621525 -Other,65,3061,0.021234890558640966,38.7601027,-84.8621525 -Democrat,1661,7077,0.23470397060901513,37.6301619,-84.5458557 -Republican,5310,7077,0.7503179313268334,37.6301619,-84.5458557 -Other,106,7077,0.014978098064151476,37.6301619,-84.5458557 -Democrat,2810,8608,0.32644052044609667,38.649167,-84.6259245 -Republican,5664,8608,0.6579925650557621,38.649167,-84.6259245 -Other,134,8608,0.015566914498141264,38.649167,-84.6259245 -Democrat,4547,15503,0.29329807134103075,36.7233435,-88.6498974 -Republican,10699,15503,0.6901244920337999,36.7233435,-88.6498974 -Other,257,15503,0.016577436625169324,36.7233435,-88.6498974 -Democrat,2744,9271,0.29597670154244415,37.4585771,-86.3440113 -Republican,6404,9271,0.6907561212382699,37.4585771,-86.3440113 -Other,123,9271,0.013267177219285945,37.4585771,-86.3440113 -Democrat,1165,4856,0.23990939044481055,37.2753816,-85.5784829 -Republican,3634,4856,0.7483525535420099,37.2753816,-85.5784829 -Other,57,4856,0.011738056013179572,37.2753816,-85.5784829 -Democrat,6027,15168,0.3973496835443038,38.5635616,-82.9338199 -Republican,8855,15168,0.5837948312236287,38.5635616,-82.9338199 -Other,286,15168,0.01885548523206751,38.5635616,-82.9338199 -Democrat,1833,4134,0.44339622641509435,37.8433252,-86.7927612 -Republican,2212,4134,0.5350749879051766,37.8433252,-86.7927612 -Other,89,4134,0.021528785679729077,37.8433252,-86.7927612 -Democrat,15214,39218,0.3879341118873986,37.6958356,-85.9631827 -Republican,23357,39218,0.5955683614666735,37.6958356,-85.9631827 -Other,647,39218,0.01649752664592789,37.6958356,-85.9631827 -Democrat,1830,10657,0.1717181195458384,36.8592233,-83.2214968 -Republican,8652,10657,0.8118607488036033,36.8592233,-83.2214968 -Other,175,10657,0.016421131650558318,36.8592233,-83.2214968 -Democrat,2471,7163,0.3449671925171018,38.4445776,-84.3341313 -Republican,4556,7163,0.6360463492949882,38.4445776,-84.3341313 -Other,136,7163,0.018986458187910095,38.4445776,-84.3341313 -Democrat,2283,6622,0.3447598912715192,37.3090972,-85.8821233 -Republican,4257,6622,0.6428571428571429,37.3090972,-85.8821233 -Other,82,6622,0.012382965871337965,37.3090972,-85.8821233 -Democrat,8091,18622,0.4344860917194716,37.7925421,-87.5725767 -Republican,10296,18622,0.5528944259478037,37.7925421,-87.5725767 -Other,235,18622,0.012619482332724734,37.7925421,-87.5725767 -Democrat,2530,6590,0.38391502276176026,38.4513829,-85.1196472 -Republican,3940,6590,0.5978755690440061,38.4513829,-85.1196472 -Other,120,6590,0.018209408194233688,38.4513829,-85.1196472 -Democrat,686,2139,0.32071061243571763,36.675896,-88.9720844 -Republican,1431,2139,0.6690042075736325,36.675896,-88.9720844 -Other,22,2139,0.010285179990649837,36.675896,-88.9720844 -Democrat,5789,19767,0.2928618404411393,37.3110702,-87.5421956 -Republican,13681,19767,0.6921131178226336,37.3110702,-87.5421956 -Other,297,19767,0.015025041736227046,37.3110702,-87.5421956 -Democrat,612,5061,0.12092471843509188,37.4034585,-84.0205757 -Republican,4365,5061,0.8624777711914642,37.4034585,-84.0205757 -Other,84,5061,0.016597510373443983,37.4034585,-84.0205757 -Democrat,186181,339579,0.5482700638143112,38.1895321,-85.6576243 -Republican,148423,339579,0.4370794424861372,38.1895321,-85.6576243 -Other,4975,339579,0.014650493699551504,38.1895321,-85.6576243 -Democrat,6001,20633,0.290844763243348,37.8732908,-84.5839603 -Republican,14233,20633,0.6898172829932632,37.8732908,-84.5839603 -Other,399,20633,0.019337953763388746,37.8732908,-84.5839603 -Democrat,1723,9035,0.1907028223574986,37.8477561,-82.8301215 -Republican,7095,9035,0.7852794687327062,37.8477561,-82.8301215 -Other,217,9035,0.02401770890979524,37.8477561,-82.8301215 -Democrat,24920,67704,0.3680727874276261,38.9305031,-84.5334381 -Republican,41389,67704,0.6113228169679783,38.9305031,-84.5334381 -Other,1395,67704,0.020604395604395604,38.9305031,-84.5334381 -Democrat,1420,5693,0.24942912348498156,37.3543684,-82.9525461 -Republican,4130,5693,0.725452309854207,37.3543684,-82.9525461 -Other,143,5693,0.025118566660811522,37.3543684,-82.9525461 -Democrat,2484,11100,0.22378378378378377,36.8885003,-83.8555508 -Republican,8467,11100,0.7627927927927928,36.8885003,-83.8555508 -Other,149,11100,0.013423423423423423,36.8885003,-83.8555508 -Democrat,1733,5764,0.3006592643997224,37.5444624,-85.6968413 -Republican,3911,5764,0.6785218598195697,37.5444624,-85.6968413 -Other,120,5764,0.020818875780707843,37.5444624,-85.6968413 -Democrat,3905,22408,0.17426811852909674,37.1132678,-84.119395 -Republican,18151,22408,0.8100232059978579,37.1132678,-84.119395 -Other,352,22408,0.01570867547304534,37.1132678,-84.119395 -Democrat,1520,5592,0.2718168812589413,38.0744531,-82.7382903 -Republican,3995,5592,0.7144134477825465,38.0744531,-82.7382903 -Other,77,5592,0.01376967095851216,38.0744531,-82.7382903 -Democrat,595,2623,0.22683949675943577,37.608116,-83.7192475 -Republican,1977,2623,0.7537171178040412,37.608116,-83.7192475 -Other,51,2623,0.019443385436523065,37.608116,-83.7192475 -Democrat,433,4950,0.08747474747474747,37.0878462,-83.3886172 -Republican,4439,4950,0.8967676767676768,37.0878462,-83.3886172 -Other,78,4950,0.01575757575757576,37.0878462,-83.3886172 -Democrat,1702,8758,0.1943366065311715,37.1185357,-82.8612507 -Republican,6811,8758,0.7776889700844942,37.1185357,-82.8612507 -Other,245,8758,0.027974423384334323,37.1185357,-82.8612507 -Democrat,1342,4769,0.2814007129377228,38.5350468,-83.3701427 -Republican,3326,4769,0.6974208429440134,38.5350468,-83.3701427 -Other,101,4769,0.021178444118263785,38.5350468,-83.3701427 -Democrat,2582,9152,0.2821241258741259,37.4571737,-84.6583354 -Republican,6416,9152,0.701048951048951,37.4571737,-84.6583354 -Other,154,9152,0.016826923076923076,37.4571737,-84.6583354 -Democrat,1346,4511,0.298381733540235,37.2095174,-88.3634261 -Republican,3089,4511,0.6847705608512525,37.2095174,-88.3634261 -Other,76,4511,0.016847705608512526,37.2095174,-88.3634261 -Democrat,3469,10510,0.3300666032350143,36.859607,-86.8812881 -Republican,6899,10510,0.6564224548049477,36.859607,-86.8812881 -Other,142,10510,0.01351094196003806,36.859607,-86.8812881 -Democrat,1373,3839,0.35764522010940347,37.0239759,-88.0833909 -Republican,2412,3839,0.6282886168272988,37.0239759,-88.0833909 -Other,54,3839,0.014066163063297733,37.0239759,-88.0833909 -Democrat,11512,33322,0.3454774623371946,37.7255107,-84.2783618 -Republican,21128,33322,0.634055578896825,37.7255107,-84.2783618 -Other,682,33322,0.020466958765980432,37.7255107,-84.2783618 -Democrat,1433,4906,0.2920913167549939,37.698983,-83.069721 -Republican,3391,4906,0.6911944557684468,37.698983,-83.069721 -Other,82,4906,0.016714227476559314,37.698983,-83.069721 -Democrat,3418,7318,0.4670675047827275,37.552604,-85.2689592 -Republican,3800,7318,0.5192675594424706,37.552604,-85.2689592 -Other,100,7318,0.013664935774801858,37.552604,-85.2689592 -Democrat,5022,15719,0.3194859723901011,36.882017,-88.3327524 -Republican,10402,15719,0.6617469304663146,36.882017,-88.3327524 -Other,295,15719,0.018767097143584197,36.882017,-88.3327524 -Democrat,574,3824,0.15010460251046026,37.796774,-82.5066231 -Republican,3180,3824,0.8315899581589958,37.796774,-82.5066231 -Other,70,3824,0.018305439330543932,37.796774,-82.5066231 -Democrat,2592,6881,0.37668943467519256,38.5941366,-83.8281251 -Republican,4197,6881,0.609940415637262,38.5941366,-83.8281251 -Other,92,6881,0.013370149687545414,38.5941366,-83.8281251 -Democrat,4122,10916,0.3776108464639062,37.9674757,-86.2008628 -Republican,6606,10916,0.6051667277390985,37.9674757,-86.2008628 -Other,188,10916,0.017222425796995237,37.9674757,-86.2008628 -Democrat,1048,2598,0.403387220939184,37.9355008,-83.5893651 -Republican,1484,2598,0.5712086220169361,37.9355008,-83.5893651 -Other,66,2598,0.025404157043879907,37.9355008,-83.5893651 -Democrat,2966,9939,0.29842036422175267,37.8120852,-84.8796946 -Republican,6820,9939,0.6861857329711238,37.8120852,-84.8796946 -Other,153,9939,0.015393902807123452,37.8120852,-84.8796946 -Democrat,1425,4184,0.3405831739961759,36.9924298,-85.6334564 -Republican,2676,4184,0.6395793499043977,36.9924298,-85.6334564 -Other,83,4184,0.019837476099426387,36.9924298,-85.6334564 -Democrat,936,4746,0.1972187104930468,36.714077,-85.713508 -Republican,3762,4746,0.7926675094816688,36.714077,-85.713508 -Other,48,4746,0.010113780025284451,36.714077,-85.713508 -Democrat,3701,10248,0.36114363778298203,38.0381086,-83.9124157 -Republican,6398,10248,0.6243169398907104,38.0381086,-83.9124157 -Other,149,10248,0.014539422326307573,38.0381086,-83.9124157 -Democrat,1369,4472,0.30612701252236135,37.9229402,-83.2589444 -Republican,3021,4472,0.6755366726296959,37.9229402,-83.2589444 -Other,82,4472,0.018336314847942754,37.9229402,-83.2589444 -Democrat,4771,12739,0.37451919302928016,37.2138159,-87.1340919 -Republican,7762,12739,0.6093099929350813,37.2138159,-87.1340919 -Other,206,12739,0.01617081403563859,37.2138159,-87.1340919 -Democrat,7611,18533,0.41067285382830626,37.8031198,-85.4659312 -Republican,10673,18533,0.575891652727567,37.8031198,-85.4659312 -Other,249,18533,0.013435493444126693,37.8031198,-85.4659312 -Democrat,948,2581,0.3672994963192561,38.338031,-84.0262231 -Republican,1583,2581,0.6133281673769857,38.338031,-84.0262231 -Other,50,2581,0.019372336303758234,38.338031,-84.0262231 -Democrat,2987,9646,0.30966203607713044,37.4778588,-86.844871 -Republican,6470,9646,0.6707443499896331,37.4778588,-86.844871 -Other,189,9646,0.019593613933236574,37.4778588,-86.844871 -Democrat,9240,29884,0.3091955561504484,38.4001274,-85.4561516 -Republican,20179,29884,0.6752442778744479,38.4001274,-85.4561516 -Other,465,29884,0.015560165975103735,38.4001274,-85.4561516 -Democrat,1501,4557,0.3293833662497257,38.4993945,-84.8415902 -Republican,2971,4557,0.651964011411016,38.4993945,-84.8415902 -Other,85,4557,0.018652622339258285,38.4993945,-84.8415902 -Democrat,283,1580,0.17911392405063292,37.4236223,-83.691637 -Republican,1279,1580,0.8094936708860759,37.4236223,-83.691637 -Other,18,1580,0.01139240506329114,37.4236223,-83.691637 -Democrat,1859,5534,0.3359233827249729,38.6962842,-84.3519435 -Republican,3556,5534,0.6425731839537405,38.6962842,-84.3519435 -Other,119,5534,0.021503433321286593,38.6962842,-84.3519435 -Democrat,2047,10241,0.19988282394297432,37.2412822,-83.2177723 -Republican,8040,10241,0.7850795820720633,37.2412822,-83.2177723 -Other,154,10241,0.015037593984962405,37.2412822,-83.2177723 -Democrat,5646,23636,0.23887290573701134,37.4860314,-82.410912 -Republican,17590,23636,0.7442037569808766,37.4860314,-82.410912 -Other,400,23636,0.016923337282112032,37.4860314,-82.410912 -Democrat,1620,4481,0.3615264449899576,37.8099073,-83.8313543 -Republican,2766,4481,0.6172729301495202,37.8099073,-83.8313543 -Other,95,4481,0.021200624860522203,37.8099073,-83.8313543 -Democrat,4976,26003,0.19136253509210477,37.1073741,-84.5769534 -Republican,20714,26003,0.7966003922624313,37.1073741,-84.5769534 -Other,313,26003,0.012037072645463985,37.1073741,-84.5769534 -Democrat,340,935,0.36363636363636365,38.5134727,-84.06423 -Republican,579,935,0.6192513368983957,38.5134727,-84.06423 -Other,16,935,0.017112299465240642,38.5134727,-84.06423 -Democrat,1097,6216,0.17648005148005147,37.3610502,-84.3143684 -Republican,5028,6216,0.8088803088803089,37.3610502,-84.3143684 -Other,91,6216,0.01463963963963964,37.3610502,-84.3143684 -Democrat,3438,7665,0.44853228962818004,38.2042659,-83.4280787 -Republican,4035,7665,0.5264187866927593,38.2042659,-83.4280787 -Other,192,7665,0.025048923679060666,38.2042659,-83.4280787 -Democrat,1445,7909,0.1827032494626375,36.9905867,-85.0549503 -Republican,6346,7909,0.8023770388165381,36.9905867,-85.0549503 -Other,118,7909,0.014919711720824378,36.9905867,-85.0549503 -Democrat,7532,20573,0.3661109220823409,38.2857099,-84.5783405 -Republican,12679,20573,0.6162931998250134,38.2857099,-84.5783405 -Other,362,20573,0.0175958780926457,38.2857099,-84.5783405 -Democrat,6634,18663,0.355462680169319,38.2390111,-85.2282471 -Republican,11790,18663,0.6317312329207523,38.2390111,-85.2282471 -Other,239,18663,0.012806086909928736,38.2390111,-85.2282471 -Democrat,2650,7093,0.37360778232059777,36.7409366,-86.5817934 -Republican,4355,7093,0.6139856196249823,36.7409366,-86.5817934 -Other,88,7093,0.01240659805441985,36.7409366,-86.5817934 -Democrat,2549,8431,0.30233661487368046,38.0254107,-85.3171741 -Republican,5726,8431,0.6791602419641798,38.0254107,-85.3171741 -Other,156,8431,0.01850314316213972,38.0254107,-85.3171741 -Democrat,3285,10950,0.3,37.3662101,-85.3280585 -Republican,7551,10950,0.6895890410958904,37.3662101,-85.3280585 -Other,114,10950,0.010410958904109589,37.3662101,-85.3280585 -Democrat,1403,4718,0.2973717676981772,36.8403384,-87.1836416 -Republican,3247,4718,0.6882153454853751,36.8403384,-87.1836416 -Other,68,4718,0.014412886816447647,36.8403384,-87.1836416 -Democrat,2115,6742,0.31370513200830613,36.8076808,-87.8586515 -Republican,4520,6742,0.6704242064669238,36.8076808,-87.8586515 -Other,107,6742,0.015870661524770097,36.8076808,-87.8586515 -Democrat,1355,3543,0.38244425627998874,38.6200401,-85.3512075 -Republican,2133,3543,0.6020321761219306,38.6200401,-85.3512075 -Other,55,3543,0.015523567598080722,38.6200401,-85.3512075 -Democrat,1942,5979,0.32480347884261584,37.6580293,-87.9516496 -Republican,3955,5979,0.6614818531527011,37.6580293,-87.9516496 -Other,82,5979,0.013714668004683057,37.6580293,-87.9516496 -Democrat,16805,43903,0.3827756645331754,36.995634,-86.4235786 -Republican,26384,43903,0.6009612099400952,36.995634,-86.4235786 -Other,714,43903,0.016263125526729382,36.995634,-86.4235786 -Democrat,1669,5219,0.3197930638053267,37.7542085,-85.1754162 -Republican,3495,5219,0.6696685188733473,37.7542085,-85.1754162 -Other,55,5219,0.010538417321325924,37.7542085,-85.1754162 -Democrat,1855,7210,0.25728155339805825,36.8007715,-84.8265896 -Republican,5289,7210,0.7335644937586685,36.8007715,-84.8265896 -Other,66,7210,0.009153952843273232,36.8007715,-84.8265896 -Democrat,1765,5470,0.3226691042047532,37.5194599,-87.6847902 -Republican,3607,5470,0.6594149908592322,37.5194599,-87.6847902 -Other,98,5470,0.017915904936014627,37.5194599,-87.6847902 -Democrat,2683,13072,0.20524785801713585,36.7580237,-84.1446485 -Republican,10232,13072,0.7827417380660955,36.7580237,-84.1446485 -Other,157,13072,0.012010403916768666,36.7580237,-84.1446485 -Democrat,976,2559,0.38139898397811645,37.7438929,-83.4951095 -Republican,1542,2559,0.6025791324736225,37.7438929,-83.4951095 -Other,41,2559,0.016021883548261038,37.7438929,-83.4951095 -Democrat,4883,12332,0.39596172559195586,38.0431027,-84.7488546 -Republican,7219,12332,0.5853876094712942,38.0431027,-84.7488546 -Other,230,12332,0.018650664936749918,38.0431027,-84.7488546 -Democrat,6560,26835,0.24445686603316563,30.291497,-92.4110366 -Republican,19931,26835,0.7427240544065586,30.291497,-92.4110366 -Other,344,26835,0.012819079560275759,30.291497,-92.4110366 -Democrat,2617,9307,0.2811862039325239,30.6527435,-92.8196052 -Republican,6495,9307,0.6978618244332223,30.6527435,-92.8196052 -Other,195,9307,0.020951971634253788,30.6527435,-92.8196052 -Democrat,16349,51073,0.3201104301685822,30.2064437,-90.9125023 -Republican,33856,51073,0.6628942885673448,30.2064437,-90.9125023 -Other,868,51073,0.016995281264072994,30.2064437,-90.9125023 -Democrat,4754,10992,0.43249636098981076,29.8988529,-91.0524649 -Republican,6083,10992,0.5534024745269287,29.8988529,-91.0524649 -Other,155,10992,0.014101164483260552,29.8988529,-91.0524649 -Democrat,6077,17032,0.35679896665100985,31.088503,-91.9832748 -Republican,10670,17032,0.6264678252700798,31.088503,-91.9832748 -Other,285,17032,0.016733208078910287,31.088503,-91.9832748 -Democrat,2828,14225,0.19880492091388402,30.6450184,-93.3402526 -Republican,11112,14225,0.7811599297012303,30.6450184,-93.3402526 -Other,285,14225,0.020035149384885764,30.6450184,-93.3402526 -Democrat,3490,7203,0.484520338747744,32.3409517,-93.0411511 -Republican,3641,7203,0.5054838261835346,32.3409517,-93.0411511 -Other,72,7203,0.009995835068721367,32.3409517,-93.0411511 -Democrat,12956,48562,0.2667929656933405,32.6984813,-93.6265609 -Republican,34988,48562,0.7204810345537663,32.6984813,-93.6265609 -Other,618,48562,0.012725999752893208,32.6984813,-93.6265609 -Democrat,58042,111765,0.519321791258444,32.5771951,-93.8824228 -Republican,52459,111765,0.46936876481903994,32.5771951,-93.8824228 -Other,1264,111765,0.011309443922515993,32.5771951,-93.8824228 -Democrat,28359,81726,0.3470009544086337,30.2295588,-93.3580154 -Republican,51850,81726,0.6344370212661821,30.2295588,-93.3580154 -Other,1517,81726,0.01856202432518415,30.2295588,-93.3580154 -Democrat,1016,4716,0.2154368108566582,32.1012195,-92.1142311 -Republican,3640,4716,0.7718405428329093,32.1012195,-92.1142311 -Other,60,4716,0.01272264631043257,32.1012195,-92.1142311 -Democrat,408,3744,0.10897435897435898,29.871812,-93.1649478 -Republican,3260,3744,0.8707264957264957,29.871812,-93.1649478 -Other,76,3744,0.0202991452991453,29.871812,-93.1649478 -Democrat,1408,4193,0.33579775816837587,31.666517,-91.846703 -Republican,2744,4193,0.654424040066778,31.666517,-91.846703 -Other,41,4193,0.009778201764846173,31.666517,-91.846703 -Democrat,3014,6732,0.4477124183006536,32.8271597,-92.9897278 -Republican,3649,6732,0.542038027332145,32.8271597,-92.9897278 -Other,69,6732,0.010249554367201427,32.8271597,-92.9897278 -Democrat,3833,9380,0.40863539445629,31.4698053,-91.626315 -Republican,5450,9380,0.5810234541577826,31.4698053,-91.626315 -Other,97,9380,0.010341151385927505,31.4698053,-91.626315 -Democrat,5330,15770,0.3379835129993659,30.7206932,-92.4040858 -Republican,10181,15770,0.6455928979074191,30.7206932,-92.4040858 -Other,259,15770,0.016423589093214966,30.7206932,-92.4040858 -Democrat,2921,9336,0.31287489288774634,32.1390764,-91.6723711 -Republican,6294,9336,0.6741645244215938,32.1390764,-91.6723711 -Other,121,9336,0.012960582690659812,32.1390764,-91.6723711 -Democrat,1422,8667,0.1640706126687435,31.5977873,-92.5617156 -Republican,7082,8667,0.8171224183685243,31.5977873,-92.5617156 -Other,163,8667,0.018806968962732203,31.5977873,-92.5617156 -Democrat,12132,33397,0.3632661616312842,30.0071265,-91.9767838 -Republican,20892,33397,0.6255651705242986,30.0071265,-91.9767838 -Other,373,33397,0.011168667844417163,30.0071265,-91.9767838 -Democrat,9548,17014,0.561184906547549,30.2706285,-91.3658481 -Republican,7271,17014,0.4273539438109792,30.2706285,-91.3658481 -Other,195,17014,0.011461149641471729,30.2706285,-91.3658481 -Democrat,2305,7529,0.306149555053792,32.3042901,-92.5616997 -Republican,5132,7529,0.6816310266967724,32.3042901,-92.5616997 -Other,92,7529,0.012219418249435517,32.3042901,-92.5616997 -Democrat,70384,176343,0.3991312385521399,29.522281,-90.081001 -Republican,102536,176343,0.5814577272701497,29.522281,-90.081001 -Other,3423,176343,0.019411034177710486,29.522281,-90.081001 -Democrat,31768,98642,0.3220534863445591,30.2065065,-92.06417 -Republican,64992,98642,0.6588674195575921,30.2065065,-92.06417 -Other,1882,98642,0.019079094097848786,30.2065065,-92.06417 -Democrat,9623,39075,0.24626999360204735,29.4919925,-90.394849 -Republican,28592,39075,0.7317210492642354,29.4919925,-90.394849 -Other,860,39075,0.02200895713371721,29.4919925,-90.394849 -Democrat,7956,18993,0.4188911704312115,32.6018231,-92.6623026 -Republican,10739,18993,0.5654188385194545,32.6018231,-92.6623026 -Other,298,18993,0.015689991049333964,32.6018231,-92.6623026 -Democrat,7451,54062,0.1378232399837224,30.4404194,-90.7274738 -Republican,45513,54062,0.8418667455883985,30.4404194,-90.7274738 -Other,1098,54062,0.0203100144278791,30.4404194,-90.7274738 -Democrat,3154,5187,0.608058608058608,32.3468782,-91.2319321 -Republican,2000,5187,0.385579332947754,32.3468782,-91.2319321 -Other,33,5187,0.006362058993637941,32.3468782,-91.2319321 -Democrat,5888,12614,0.4667829395909307,32.8200082,-91.8003988 -Republican,6591,12614,0.522514666243856,32.8200082,-91.8003988 -Other,135,12614,0.010702394165213255,32.8200082,-91.8003988 -Democrat,7942,17258,0.4601923745509329,31.7325509,-93.0826114 -Republican,9077,17258,0.5259589755475721,31.7325509,-93.0826114 -Other,239,17258,0.01384864990149496,31.7325509,-93.0826114 -Democrat,126722,157813,0.8029883469676136,30.0534195,-89.9345018 -Republican,28003,157813,0.1774441902758328,30.0534195,-89.9345018 -Other,3088,157813,0.019567462756553643,30.0534195,-89.9345018 -Democrat,26645,68474,0.38912579957356075,32.480932,-92.1515814 -Republican,40948,68474,0.5980080030376493,32.480932,-92.1515814 -Other,881,68474,0.012866197388789906,32.480932,-92.1515814 -Democrat,3599,10239,0.35149916984080476,29.282447,-89.5760676 -Republican,6471,10239,0.6319953120421916,29.282447,-89.5760676 -Other,169,10239,0.016505518117003612,29.282447,-89.5760676 -Democrat,20045,58019,0.34549027042865266,31.1932037,-92.5359531 -Republican,37193,58019,0.641048622003137,31.1932037,-92.5359531 -Other,781,58019,0.013461107568210414,31.1932037,-92.5359531 -Democrat,3387,9329,0.36306142137420944,32.413158,-91.7483534 -Republican,5846,9329,0.6266480866116411,32.413158,-91.7483534 -Other,96,9329,0.010290492014149426,32.413158,-91.7483534 -Democrat,2194,10053,0.21824331045459067,31.5604024,-93.5595793 -Republican,7738,10053,0.7697204814483238,31.5604024,-93.5595793 -Other,121,10053,0.012036208097085447,31.5604024,-93.5595793 -Democrat,17722,50099,0.3537395956007106,30.6215313,-90.4066303 -Republican,31590,50099,0.6305515080141321,30.6215313,-90.4066303 -Other,787,50099,0.01570889638515739,30.6215313,-90.4066303 -Democrat,1564,2812,0.5561877667140825,32.0014894,-91.342576 -Republican,1230,2812,0.43741109530583216,32.0014894,-91.342576 -Other,18,2812,0.006401137980085348,32.0014894,-91.342576 -Democrat,12074,42341,0.2851609551026192,29.3341299,-90.8436739 -Republican,29503,42341,0.6967950686096219,29.3341299,-90.8436739 -Other,764,42341,0.01804397628775891,29.3341299,-90.8436739 -Democrat,3075,10766,0.28562140070592607,32.8293486,-92.3756501 -Republican,7561,10766,0.7023035482073193,32.8293486,-92.3756501 -Other,130,10766,0.012075051086754598,32.8293486,-92.3756501 -Democrat,5720,24987,0.22891903789970786,29.7897222,-92.2915678 -Republican,18910,24987,0.7567935326369712,29.7897222,-92.2915678 -Other,357,24987,0.014287429463320928,29.7897222,-92.2915678 -Democrat,3173,15610,0.20326713645099295,31.1105625,-93.1815202 -Republican,12150,15610,0.7783472133247918,31.1105625,-93.1815202 -Other,287,15610,0.018385650224215247,31.1105625,-93.1815202 -Democrat,6466,18581,0.3479898821376675,30.8521435,-90.0462534 -Republican,11798,18581,0.6349496797804208,30.8521435,-90.0462534 -Other,317,18581,0.01706043808191163,30.8521435,-90.0462534 -Democrat,6802,18416,0.3693527367506516,32.7321522,-93.3398245 -Republican,11400,18416,0.6190269331016507,32.7321522,-93.3398245 -Other,214,18416,0.011620330147697654,32.7321522,-93.3398245 -Democrat,1919,6534,0.29369452096724824,31.9411871,-92.6412694 -Republican,4541,6534,0.6949801040710132,31.9411871,-92.6412694 -Other,74,6534,0.011325374961738598,31.9411871,-92.6412694 -Democrat,28989,52862,0.5483901479323522,44.1676811,-70.2074347 -Republican,22232,52862,0.4205667587302788,44.1676811,-70.2074347 -Other,1641,52862,0.031043093337368998,44.1676811,-70.2074347 -Democrat,17777,33860,0.5250147666863556,46.7091929,-68.6124095 -Republican,15196,33860,0.44878913171884227,46.7091929,-68.6124095 -Other,887,33860,0.026196101594802127,46.7091929,-68.6124095 -Democrat,101950,163786,0.6224585739928932,43.8083479,-70.3303753 -Republican,57821,163786,0.3530277313079262,43.8083479,-70.3303753 -Other,4015,163786,0.02451369469918064,43.8083479,-70.3303753 -Democrat,9367,16282,0.5752978749539369,44.9767238,-70.4149354 -Republican,6369,16282,0.3911681611595627,44.9767238,-70.4149354 -Other,546,16282,0.03353396388650043,44.9767238,-70.4149354 -Democrat,17569,30799,0.5704405987207377,44.5649063,-68.3707034 -Republican,12324,30799,0.40014286178122666,44.5649063,-68.3707034 -Other,906,30799,0.02941653949803565,44.5649063,-68.3707034 -Democrat,35068,63497,0.5522780603808054,44.4170119,-69.7657639 -Republican,26519,63497,0.41764177835173316,44.4170119,-69.7657639 -Other,1910,63497,0.030080161267461453,44.4170119,-69.7657639 -Democrat,13223,22067,0.5992205555807314,44.0420446,-69.0385145 -Republican,8248,22067,0.37377078896089183,44.0420446,-69.0385145 -Other,596,22067,0.027008655458376763,44.0420446,-69.0385145 -Democrat,11315,20757,0.5451173098231922,43.9947814,-69.5136244 -Republican,8899,20757,0.4287228404875464,43.9947814,-69.5136244 -Other,543,20757,0.026159849689261452,43.9947814,-69.5136244 -Democrat,16330,29420,0.5550645819170632,44.4944998,-70.7344211 -Republican,11996,29420,0.4077498300475867,44.4944998,-70.7344211 -Other,1094,29420,0.0371855880353501,44.4944998,-70.7344211 -Democrat,38811,77306,0.5020438258349934,45.4092843,-68.666616 -Republican,36547,77306,0.47275761260445504,45.4092843,-68.666616 -Other,1948,77306,0.025198561560551575,45.4092843,-68.666616 -Democrat,4149,8955,0.46331658291457284,45.9156393,-69.1022311 -Republican,4530,8955,0.5058626465661642,45.9156393,-69.1022311 -Other,276,8955,0.03082077051926298,45.9156393,-69.1022311 -Democrat,11821,20794,0.5684812926805809,43.9168446,-69.844227 -Republican,8429,20794,0.40535731460998364,43.9168446,-69.844227 -Other,544,20794,0.026161392709435415,43.9168446,-69.844227 -Democrat,12216,24787,0.4928389881792875,45.5036458,-69.9561096 -Republican,11800,24787,0.47605599709525154,45.5036458,-69.9561096 -Other,771,24787,0.031105014725460928,45.5036458,-69.9561096 -Democrat,11296,21061,0.5363468021461469,44.5058342,-69.1389521 -Republican,9058,21061,0.4300840415934666,44.5058342,-69.1389521 -Other,707,21061,0.03356915626038649,44.5058342,-69.1389521 -Democrat,7803,15836,0.4927380651679717,44.9670088,-67.6093542 -Republican,7550,15836,0.4767618085375095,44.9670088,-67.6093542 -Other,483,15836,0.030500126294518818,44.9670088,-67.6093542 -Democrat,61551,108057,0.5696160359810101,43.4260188,-70.6684248 -Republican,43900,108057,0.40626706275391694,43.4260188,-70.6684248 -Other,2606,108057,0.024116901265073064,43.4260188,-70.6684248 -Democrat,9805,29850,0.32847571189279734,39.6123134,-78.7031037 -Republican,19230,29850,0.6442211055276382,39.6123134,-78.7031037 -Other,815,29850,0.02730318257956449,39.6123134,-78.7031037 -Democrat,220322,384782,0.5725891543783234,39.3000324,-76.6104761 -Democrat,220322,384782,0.5725891543783234,39.4431666,-76.6165693 -Republican,154908,384782,0.40258639957170556,39.3000324,-76.6104761 -Republican,154908,384782,0.40258639957170556,39.4431666,-76.6165693 -Other,9552,384782,0.024824446049971152,39.3000324,-76.6104761 -Other,9552,384782,0.024824446049971152,39.4431666,-76.6165693 -Democrat,20529,45518,0.451008392284371,38.5227191,-76.5297621 -Republican,23952,45518,0.5262094116613208,38.5227191,-76.5297621 -Other,1037,45518,0.022782196054308188,38.5227191,-76.5297621 -Democrat,4970,13357,0.37208954106461034,38.8715306,-75.831662 -Republican,8098,13357,0.6062738638915924,38.8715306,-75.831662 -Other,289,13357,0.02163659504379726,38.8715306,-75.831662 -Democrat,27939,87536,0.31917154085176386,39.5633308,-77.0153276 -Republican,56761,87536,0.6484303600804241,39.5633308,-77.0153276 -Other,2836,87536,0.0323980990678121,39.5633308,-77.0153276 -Democrat,16557,42480,0.38975988700564973,39.5623537,-75.9415852 -Republican,24806,42480,0.5839453860640301,39.5623537,-75.9415852 -Other,1117,42480,0.02629472693032015,39.5623537,-75.9415852 -Democrat,48774,75222,0.6484007338278696,38.4728532,-77.0154272 -Republican,25178,75222,0.3347159075802292,38.4728532,-77.0154272 -Other,1270,75222,0.016883358591901307,38.4728532,-77.0154272 -Democrat,7257,15444,0.4698912198912199,38.4291957,-76.0474333 -Republican,7976,15444,0.5164465164465164,38.4291957,-76.0474333 -Other,211,15444,0.013662263662263661,38.4291957,-76.0474333 -Democrat,55146,117115,0.4708705118900226,39.4702139,-77.3976277 -Republican,58798,117115,0.5020535371216326,39.4702139,-77.3976277 -Other,3171,117115,0.02707595098834479,39.4702139,-77.3976277 -Democrat,3124,13157,0.23744014592992324,39.5472985,-79.2746192 -Republican,9743,13157,0.7405183552481569,39.5472985,-79.2746192 -Other,290,13157,0.02204149882191989,39.5472985,-79.2746192 -Democrat,49729,125954,0.3948187433507471,39.5374292,-76.2997894 -Republican,72911,125954,0.5788700636740397,39.5374292,-76.2997894 -Other,3314,125954,0.026311192975213175,39.5374292,-76.2997894 -Democrat,91393,153108,0.5969185150351386,39.2522639,-76.9244057 -Republican,57758,153108,0.3772369830446482,39.2522639,-76.9244057 -Other,3957,153108,0.025844501920213182,39.2522639,-76.9244057 -Democrat,4842,9904,0.4888933764135703,39.2412793,-76.1259867 -Republican,4870,9904,0.4917205169628433,39.2412793,-76.1259867 -Other,192,9904,0.01938610662358643,39.2412793,-76.1259867 -Democrat,323400,455992,0.7092229688240145,39.1373815,-77.2030633 -Republican,123353,455992,0.2705157108019439,39.1373815,-77.2030633 -Other,9239,455992,0.02026132037404165,39.1373815,-77.2030633 -Democrat,5240,10399,0.5038946052505049,38.0744501,-75.8533228 -Republican,5042,10399,0.4848543129147033,38.0744501,-75.8533228 -Other,117,10399,0.011251081834791806,38.0744501,-75.8533228 -Democrat,8808,20459,0.4305195757368395,38.7483486,-76.1784757 -Republican,11339,20459,0.5542304120435994,38.7483486,-76.1784757 -Other,312,20459,0.015250012219561073,38.7483486,-76.1784757 -Democrat,25042,62755,0.3990439008843917,39.6036207,-77.8146709 -Republican,36074,62755,0.5748386582742411,39.6036207,-77.8146709 -Other,1639,62755,0.02611744084136722,39.6036207,-77.8146709 -Democrat,19635,42259,0.46463475236044394,38.3673699,-75.6320828 -Republican,21764,42259,0.5150145531129463,38.3673699,-75.6320828 -Other,860,42259,0.020350694526609717,38.3673699,-75.6320828 -Democrat,11014,27420,0.40167760758570387,38.2221332,-75.3099315 -Republican,15951,27420,0.5817286652078775,38.2221332,-75.3099315 -Other,455,27420,0.016593727206418673,38.2221332,-75.3099315 -Democrat,70822,133115,0.5320362092927168,41.7990145,-70.2118803 -Republican,60446,133115,0.45408857003342973,41.7990145,-70.2118803 -Other,1847,133115,0.013875220673853435,41.7990145,-70.2118803 -Democrat,48843,64486,0.7574202152405173,42.371493,-73.2179276 -Republican,14252,64486,0.2210092113016779,42.371493,-73.2179276 -Other,1391,64486,0.021570573457804793,42.371493,-73.2179276 -Democrat,142962,241509,0.5919530949157175,41.748588,-71.088894 -Republican,93752,241509,0.3881925725335288,41.748588,-71.088894 -Other,4795,241509,0.019854332550753803,41.748588,-71.088894 -Democrat,7978,10968,0.7273887673231219,41.3809696,-70.7014995 -Republican,2792,10968,0.25455871626549964,41.3809696,-70.7014995 -Other,198,10968,0.018052516411378557,41.3809696,-70.7014995 -Democrat,210302,366357,0.5740357083391336,42.6427082,-70.8649085 -Republican,150480,366357,0.41074689442265333,42.6427082,-70.8649085 -Other,5575,366357,0.015217397238213,42.6427082,-70.8649085 -Democrat,27072,37758,0.7169871285555379,42.5845038,-72.5917921 -Republican,9344,37758,0.2474707346787436,42.5845038,-72.5917921 -Other,1342,37758,0.035542136765718525,42.5845038,-72.5917921 -Democrat,123619,200399,0.616864355610557,42.1361975,-72.6356476 -Republican,73392,200399,0.3662293724020579,42.1361975,-72.6356476 -Other,3388,200399,0.016906271987385167,42.1361975,-72.6356476 -Democrat,57359,81621,0.7027480672866052,42.3394593,-72.6636936 -Republican,21480,81621,0.26316756717021356,42.3394593,-72.6636936 -Other,2782,81621,0.03408436554318129,42.3394593,-72.6636936 -Democrat,471804,754170,0.6255936990333745,42.4817182,-71.3949161 -Republican,267321,754170,0.3544572178686503,42.4817182,-71.3949161 -Other,15045,754170,0.01994908309797526,42.4817182,-71.3949161 -Democrat,3830,6120,0.6258169934640523,41.3058778,-70.1419099 -Republican,2187,6120,0.3573529411764706,41.3058778,-70.1419099 -Other,103,6120,0.016830065359477123,41.3058778,-70.1419099 -Democrat,202714,356523,0.5685860379274268,42.1717393,-71.1811115 -Republican,148393,356523,0.4162227962852327,42.1717393,-71.1811115 -Other,5416,356523,0.015191165787340508,42.1717393,-71.1811115 -Democrat,131845,256531,0.5139534793065945,41.9871959,-70.7419417 -Republican,121086,256531,0.47201312901754566,41.9871959,-70.7419417 -Other,3600,256531,0.014033391675859838,41.9871959,-70.7419417 -Democrat,223896,289098,0.7744640225805782,42.3385513,-71.018253 -Republican,59999,289098,0.2075386201218964,42.3385513,-71.018253 -Other,5203,289098,0.017997357297525406,42.3385513,-71.018253 -Democrat,198244,369112,0.5370835952231301,42.3116934,-71.940282 -Republican,163390,369112,0.44265697132577647,42.3116934,-71.940282 -Other,7478,369112,0.020259433451093434,42.3116934,-71.940282 -Democrat,2472,6104,0.40498034076015726,44.6825347,-82.8340784 -Republican,3571,6104,0.5850262123197904,44.6825347,-82.8340784 -Other,61,6104,0.009993446920052424,44.6825347,-82.8340784 -Democrat,2212,4618,0.47899523603291466,47.0800765,-86.5641076 -Republican,2330,4618,0.5045474231268947,47.0800765,-86.5641076 -Other,76,4618,0.01645734084019056,47.0800765,-86.5641076 -Democrat,20806,52619,0.39540850263212907,42.5957875,-86.6347446 -Republican,31123,52619,0.5914783633288356,42.5957875,-86.6347446 -Other,690,52619,0.013113134039035329,42.5957875,-86.6347446 -Democrat,6549,14014,0.46731839588982443,44.894954,-83.4265739 -Republican,7298,14014,0.520764949336378,44.894954,-83.4265739 -Other,167,14014,0.01191665477379763,44.894954,-83.4265739 -Democrat,5107,13195,0.3870405456612353,45.0054553,-85.175639 -Republican,7917,13195,0.6,45.0054553,-85.175639 -Other,171,13195,0.012959454338764683,45.0054553,-85.175639 -Democrat,3669,7841,0.46792500956510646,44.0368327,-83.7406755 -Republican,4057,7841,0.5174084938145644,44.0368327,-83.7406755 -Other,115,7841,0.01466649662032904,44.0368327,-83.7406755 -Democrat,1574,3490,0.4510028653295129,46.6958592,-88.3618101 -Republican,1866,3490,0.5346704871060172,46.6958592,-88.3618101 -Other,50,3490,0.014326647564469915,46.6958592,-88.3618101 -Democrat,11491,28512,0.4030232884399551,42.5828109,-85.3145503 -Republican,16655,28512,0.5841400112233446,42.5828109,-85.3145503 -Other,366,28512,0.012836700336700337,42.5828109,-85.3145503 -Democrat,27877,53381,0.5222270096101609,43.6997112,-83.9787007 -Republican,24911,53381,0.4666641688990465,43.6997112,-83.9787007 -Other,593,53381,0.011108821490792604,43.6997112,-83.9787007 -Democrat,4685,9901,0.4731845268154732,44.6486211,-86.4943263 -Republican,5075,9901,0.5125744874255126,44.6486211,-86.4943263 -Other,141,9901,0.014240985759014241,44.6486211,-86.4943263 -Democrat,33465,72497,0.46160530780584025,41.7913818,-86.7425435 -Republican,38209,72497,0.5270424983102749,41.7913818,-86.7425435 -Other,823,72497,0.01135219388388485,41.7913818,-86.7425435 -Democrat,6913,17147,0.4031609027818277,41.9184551,-85.0668852 -Republican,10035,17147,0.585233568554266,41.9184551,-85.0668852 -Other,199,17147,0.011605528663906222,41.9184551,-85.0668852 -Democrat,29267,58327,0.5017744783719376,42.2429896,-85.0123853 -Republican,28333,58327,0.4857613112280762,42.2429896,-85.0123853 -Other,727,58327,0.012464210399986284,42.2429896,-85.0123853 -Democrat,9591,22490,0.4264562027567808,41.9172431,-86.000142 -Republican,12659,22490,0.5628723877278791,41.9172431,-86.000142 -Other,240,22490,0.01067140951534015,41.9172431,-86.000142 -Democrat,5939,14090,0.42150461320085164,45.5131638,-85.450392 -Republican,8000,14090,0.5677785663591199,45.5131638,-85.450392 -Other,151,14090,0.010716820440028389,45.5131638,-85.450392 -Democrat,5831,13311,0.438058748403576,45.4760217,-84.4954307 -Republican,7286,13311,0.547366839456089,45.4760217,-84.4954307 -Other,194,13311,0.014574412140335061,45.4760217,-84.4954307 -Democrat,7100,15564,0.45618093035209456,46.3218192,-84.5206297 -Republican,8278,15564,0.5318684142893858,46.3218192,-84.5206297 -Other,186,15564,0.011950655358519661,46.3218192,-84.5206297 -Democrat,6338,13504,0.4693424170616114,43.9911368,-84.8383253 -Republican,6988,13504,0.5174763033175356,43.9911368,-84.8383253 -Other,178,13504,0.013181279620853081,43.9911368,-84.8383253 -Democrat,18191,39235,0.46364215623805277,42.950455,-84.5916949 -Republican,20650,39235,0.5263157894736842,42.950455,-84.5916949 -Other,394,39235,0.01004205428826303,42.950455,-84.5916949 -Democrat,2994,6814,0.4393894922218961,44.6801748,-84.6113432 -Republican,3744,6814,0.5494570002935134,44.6801748,-84.6113432 -Other,76,6814,0.011153507484590548,44.6801748,-84.6113432 -Democrat,8330,18050,0.4614958448753463,45.8052288,-86.9019375 -Republican,9534,18050,0.5281994459833795,45.8052288,-86.9019375 -Other,186,18050,0.010304709141274238,45.8052288,-86.9019375 -Democrat,4952,12810,0.3865729898516784,46.0128246,-87.8661227 -Republican,7688,12810,0.6001561280249805,46.0128246,-87.8661227 -Other,170,12810,0.01327088212334114,46.0128246,-87.8661227 -Democrat,27913,54788,0.5094728772723954,42.5895301,-84.8464499 -Republican,26197,54788,0.4781521501058626,42.5895301,-84.8464499 -Other,678,54788,0.012374972621741987,42.5895301,-84.8464499 -Democrat,7225,17709,0.4079846405782371,45.5900944,-84.9868217 -Republican,10253,17709,0.5789711446157321,45.5900944,-84.9868217 -Other,231,17709,0.013044214806030833,45.5900944,-84.9868217 -Democrat,128978,202933,0.6355693751139538,43.0210768,-83.7063718 -Republican,71808,202933,0.3538507783357069,43.0210768,-83.7063718 -Other,2147,202933,0.010579846550339275,43.0210768,-83.7063718 -Democrat,5760,12583,0.4577604704760391,43.9897504,-84.3898162 -Republican,6661,12583,0.5293650162918223,43.9897504,-84.3898162 -Other,162,12583,0.012874513232138599,43.9897504,-84.3898162 -Democrat,4058,7576,0.5356388595564942,46.461513,-89.806863 -Republican,3444,7576,0.4545934530095037,46.461513,-89.806863 -Other,74,7576,0.009767687434002113,46.461513,-89.806863 -Democrat,7610,16035,0.47458684128468975,43.2923259,-84.60469 -Republican,8241,16035,0.5139382600561272,43.2923259,-84.60469 -Other,184,16035,0.011474898659183037,43.2923259,-84.60469 -Democrat,7106,19100,0.37204188481675393,41.9274606,-84.6374794 -Republican,11727,19100,0.6139790575916231,41.9274606,-84.6374794 -Other,267,19100,0.013979057591623037,41.9274606,-84.6374794 -Democrat,6801,15282,0.44503337259521003,46.998427,-88.6519034 -Republican,8196,15282,0.536317235963879,46.998427,-88.6519034 -Other,285,15282,0.018649391440910875,46.998427,-88.6519034 -Democrat,6518,15484,0.4209506587445105,43.907616,-82.8570449 -Republican,8806,15484,0.5687160940325497,43.907616,-82.8570449 -Other,160,15484,0.01033324722293981,43.907616,-82.8570449 -Democrat,80847,127910,0.6320616058165898,42.6035338,-84.3738107 -Republican,45306,127910,0.3542021734031741,42.6035338,-84.3738107 -Other,1757,127910,0.013736220780236104,42.6035338,-84.3738107 -Democrat,11018,25761,0.4277007880128877,42.9446503,-85.073766 -Republican,14315,25761,0.555684950118396,42.9446503,-85.073766 -Other,428,25761,0.016614261868716278,42.9446503,-85.073766 -Democrat,6242,13344,0.4677757793764988,44.3294821,-82.8494444 -Republican,6909,13344,0.5177607913669064,44.3294821,-82.8494444 -Other,193,13344,0.014463429256594725,44.3294821,-82.8494444 -Democrat,2687,5988,0.4487307949231797,46.1702542,-88.5405261 -Republican,3224,5988,0.5384101536406145,46.1702542,-88.5405261 -Other,77,5988,0.012859051436205745,46.1702542,-88.5405261 -Democrat,13038,24119,0.5405696753596749,43.6452331,-84.8394245 -Republican,10800,24119,0.44777975869646336,43.6452331,-84.8394245 -Other,281,24119,0.011650565943861687,43.6452331,-84.8394245 -Democrat,32301,69446,0.4651239812228206,42.2484738,-84.4208679 -Republican,36298,69446,0.5226794919793797,42.2484738,-84.4208679 -Other,847,69446,0.01219652679779973,42.2484738,-84.4208679 -Democrat,69051,123178,0.5605789994966633,42.2462657,-85.5328544 -Republican,52662,123178,0.4275276429232493,42.2462657,-85.5328544 -Other,1465,123178,0.011893357580087353,42.2462657,-85.5328544 -Democrat,3272,8299,0.3942643692011086,44.6788808,-85.0889915 -Republican,4901,8299,0.5905530786841788,44.6788808,-85.0889915 -Other,126,8299,0.015182552114712616,44.6788808,-85.0889915 -Democrat,133408,292985,0.4553407171015581,43.0324971,-85.547446 -Republican,155925,292985,0.5321944809461235,43.0324971,-85.547446 -Other,3652,292985,0.012464801952318378,43.0324971,-85.547446 -Democrat,582,1392,0.41810344827586204,47.6819737,-88.1487965 -Republican,774,1392,0.5560344827586207,47.6819737,-88.1487965 -Other,36,1392,0.02586206896551724,47.6819737,-88.1487965 -Democrat,2752,5287,0.5205220351806318,43.9951867,-85.8113997 -Republican,2487,5287,0.47039909211272934,43.9951867,-85.8113997 -Other,48,5287,0.009078872706638926,43.9951867,-85.8113997 -Democrat,18796,43115,0.435950365302099,43.0886327,-83.2243247 -Republican,23734,43115,0.5504812710193668,43.0886327,-83.2243247 -Other,585,43115,0.013568363678534152,43.0886327,-83.2243247 -Democrat,6576,14176,0.463882618510158,45.1461816,-86.051574 -Republican,7483,14176,0.5278639954853274,45.1461816,-86.051574 -Other,117,14176,0.008253386004514673,45.1461816,-86.051574 -Democrat,21776,44724,0.486897415258027,41.8960225,-84.0743563 -Republican,22351,44724,0.49975404704409265,41.8960225,-84.0743563 -Other,597,44724,0.013348537697880332,41.8960225,-84.0743563 -Democrat,37216,98337,0.37845368477785574,42.6025316,-83.9117183 -Republican,60083,98337,0.6109907766151093,42.6025316,-83.9117183 -Other,1038,98337,0.010555538607034991,42.6025316,-83.9117183 -Democrat,991,2596,0.3817411402157165,46.9406018,-85.5823683 -Republican,1580,2596,0.6086286594761171,46.9406018,-85.5823683 -Other,25,2596,0.00963020030816641,46.9406018,-85.5823683 -Democrat,2652,6099,0.43482538121003445,46.1678678,-85.3037625 -Republican,3397,6099,0.5569765535333662,46.1678678,-85.3037625 -Other,50,6099,0.008198065256599442,46.1678678,-85.3037625 -Democrat,208016,404086,0.5147815069069456,42.6715526,-82.9114562 -Republican,191913,404086,0.47493107902773174,42.6715526,-82.9114562 -Other,4157,404086,0.010287414065322728,42.6715526,-82.9114562 -Democrat,6473,12402,0.5219319464602483,44.3503855,-86.6029668 -Republican,5737,12402,0.46258667956781163,44.3503855,-86.6029668 -Other,192,12402,0.015481373971940009,44.3503855,-86.6029668 -Democrat,18115,32194,0.5626824874200161,46.6565964,-87.5840278 -Republican,13606,32194,0.42262533391315155,46.6565964,-87.5840278 -Other,473,32194,0.014692178666832329,46.6565964,-87.5840278 -Democrat,6856,14604,0.46946042180224595,43.9966363,-86.7508138 -Republican,7580,14604,0.5190358805806629,43.9966363,-86.7508138 -Other,168,14604,0.011503697617091208,43.9966363,-86.7508138 -Democrat,7515,16913,0.4443327617808786,43.6352949,-85.3327509 -Republican,9176,16913,0.5425412404659138,43.6352949,-85.3327509 -Other,222,16913,0.013125997753207592,43.6352949,-85.3327509 -Democrat,5242,10923,0.47990478806188774,45.5362068,-87.5018115 -Republican,5564,10923,0.5093838689004853,45.5362068,-87.5018115 -Other,117,10923,0.010711343037627026,45.5362068,-87.5018115 -Democrat,17450,41754,0.4179240312305408,43.6482031,-84.3794144 -Republican,23919,41754,0.572855295301049,43.6482031,-84.3794144 -Other,385,41754,0.009220673468410212,43.6482031,-84.3794144 -Democrat,2274,7027,0.32360893695744986,44.325424,-85.0854708 -Republican,4665,7027,0.6638679379536075,44.325424,-85.0854708 -Other,88,7027,0.01252312508894265,44.325424,-85.0854708 -Democrat,36310,72853,0.49840088946234196,41.916097,-83.4871059 -Republican,35593,72853,0.48855915336362266,41.916097,-83.4871059 -Other,950,72853,0.013039957174035386,41.916097,-83.4871059 -Democrat,11430,25431,0.4494514568833314,43.3127822,-85.1494679 -Republican,13621,25431,0.5356061499744407,43.3127822,-85.1494679 -Other,380,25431,0.01494239314222799,43.3127822,-85.1494679 -Democrat,2049,5051,0.4056622450999802,45.0241337,-84.1301067 -Republican,2928,5051,0.5796871906553158,45.0241337,-84.1301067 -Other,74,5051,0.014650564244704019,45.0241337,-84.1301067 -Democrat,44436,76163,0.5834329004897391,43.2892579,-86.751892 -Republican,30884,76163,0.40549873298058114,43.2892579,-86.751892 -Other,843,76163,0.011068366529679765,43.2892579,-86.751892 -Democrat,8728,21478,0.40636930812924854,43.5627117,-85.7913723 -Republican,12457,21478,0.5799888257752118,43.5627117,-85.7913723 -Other,293,21478,0.013641866095539622,43.5627117,-85.7913723 -Democrat,349002,651607,0.5356019809486393,42.6604518,-83.3842103 -Republican,296514,651607,0.455050360109698,42.6604518,-83.3842103 -Other,6091,651607,0.009347658941662689,42.6604518,-83.3842103 -Democrat,5063,11450,0.4421834061135371,43.6472546,-86.8075751 -Republican,6239,11450,0.5448908296943231,43.6472546,-86.8075751 -Other,148,11450,0.012925764192139737,43.6472546,-86.8075751 -Democrat,4791,10361,0.4624071035614323,44.3332801,-84.1280728 -Republican,5437,10361,0.5247562976546666,44.3332801,-84.1280728 -Other,133,10361,0.012836598783901167,44.3332801,-84.1280728 -Democrat,1586,3539,0.44814919468776493,47.2166022,-89.5004631 -Republican,1906,3539,0.5385702175755863,47.2166022,-89.5004631 -Other,47,3539,0.013280587736648771,47.2166022,-89.5004631 -Democrat,3981,10278,0.38733216579100993,43.9975523,-85.3222825 -Republican,6141,10278,0.5974897840046701,43.9975523,-85.3222825 -Other,156,10278,0.015178050204319907,43.9975523,-85.3222825 -Democrat,1657,4042,0.4099455714992578,44.6872574,-84.1269054 -Republican,2308,4042,0.5710044532409698,44.6872574,-84.1269054 -Other,77,4042,0.01904997525977239,44.6872574,-84.1269054 -Democrat,4681,11832,0.3956220419202164,45.0217871,-84.5766031 -Republican,7011,11832,0.5925456389452333,45.0217871,-84.5766031 -Other,140,11832,0.011832319134550372,45.0217871,-84.5766031 -Democrat,42737,132312,0.3230016929681359,42.9424607,-86.6549462 -Republican,88166,132312,0.6663492351411815,42.9424607,-86.6549462 -Other,1409,132312,0.01064907189068263,42.9424607,-86.6549462 -Democrat,6198,13032,0.47559852670349906,44.3395168,-84.6112715 -Republican,6701,13032,0.5141958256599141,44.3395168,-84.6112715 -Other,133,13032,0.010205647636586863,44.3395168,-84.6112715 -Democrat,54381,98062,0.5545573208786279,43.3282667,-84.05541 -Republican,42720,98062,0.4356427566233607,43.3282667,-84.05541 -Other,961,98062,0.009799922498011463,43.3282667,-84.05541 -Democrat,7212,18369,0.3926179977135391,43.4491547,-82.6428148 -Republican,10963,18369,0.5968207305786923,43.4491547,-82.6428148 -Other,194,18369,0.010561271707768523,43.4491547,-82.6428148 -Democrat,1865,4048,0.46072134387351776,46.0211217,-86.197029 -Republican,2142,4048,0.5291501976284585,46.0211217,-86.197029 -Other,41,4048,0.010128458498023716,46.0211217,-86.197029 -Democrat,17197,33679,0.5106149232459396,42.9515446,-84.1463518 -Republican,15962,33679,0.47394518839633004,42.9515446,-84.1463518 -Other,520,33679,0.015439888357730337,42.9515446,-84.1463518 -Democrat,11425,26003,0.4393723801099873,43.4879024,-83.436618 -Republican,14240,26003,0.5476291197169557,43.4879024,-83.436618 -Other,338,26003,0.012998500173056956,43.4879024,-83.436618 -Democrat,120890,179592,0.6731368880573745,42.2522168,-83.8434233 -Republican,56412,179592,0.31411198717092076,42.2522168,-83.8434233 -Other,2290,179592,0.012751124771704753,42.2522168,-83.8434233 -Democrat,595846,815825,0.7303600649649128,42.2846636,-83.2619533 -Republican,213814,815825,0.2620831673459382,42.2846636,-83.2619533 -Other,6165,815825,0.007556767689149021,42.2846636,-83.2619533 -Democrat,6184,14853,0.41634686595300613,44.3313751,-85.5700462 -Republican,8450,14853,0.5689086379855921,44.3313751,-85.5700462 -Other,219,14853,0.014744496061401737,44.3313751,-85.5700462 -Democrat,4412,9142,0.48260774447604465,46.6024464,-93.41976 -Republican,4533,9142,0.4958433603150295,46.6024464,-93.41976 -Other,197,9142,0.021548895208925837,46.6024464,-93.41976 -Democrat,88614,186465,0.47523127664709197,45.2741098,-93.2427232 -Republican,93430,186465,0.5010591800069718,45.2741098,-93.2427232 -Other,4421,186465,0.023709543345936234,45.2741098,-93.2427232 -Democrat,6829,16382,0.416859968257844,46.9376289,-95.7417568 -Republican,9204,16382,0.5618361616408253,46.9376289,-95.7417568 -Other,349,16382,0.021303870101330728,46.9376289,-95.7417568 -Democrat,11818,22051,0.5359394131785407,47.8795077,-95.00505 -Republican,9637,22051,0.4370323341345064,47.8795077,-95.00505 -Other,596,22051,0.027028252686952973,47.8795077,-95.00505 -Democrat,8173,19619,0.4165859625872878,45.7012249,-94.0014397 -Republican,10849,19619,0.5529843519037667,45.7012249,-94.0014397 -Other,597,19619,0.03042968550894541,45.7012249,-94.0014397 -Democrat,5630,13929,0.404192691506928,44.2465415,-94.7336472 -Republican,7938,13929,0.5698901572259315,44.2465415,-94.7336472 -Other,361,13929,0.025917151267140497,44.2465415,-94.7336472 -Democrat,11389,18436,0.6177587329138642,46.6038184,-92.6710435 -Republican,6586,18436,0.35723584291603383,46.6038184,-92.6710435 -Other,461,18436,0.025005424170101976,46.6038184,-92.6710435 -Democrat,20745,52899,0.3921624227301083,44.8213196,-93.8000913 -Republican,31155,52899,0.5889525321839733,44.8213196,-93.8000913 -Other,999,52899,0.01888504508591845,44.8213196,-93.8000913 -Democrat,6858,16141,0.4248807384920389,46.9517447,-94.3337048 -Republican,8957,16141,0.5549222476922124,46.9517447,-94.3337048 -Other,326,16141,0.020197013815748715,46.9517447,-94.3337048 -Democrat,3083,6201,0.4971778745363651,45.0286254,-95.5641082 -Republican,2967,6201,0.4784712143202709,45.0286254,-95.5641082 -Other,151,6201,0.024350911143363973,45.0286254,-95.5641082 -Democrat,12524,29441,0.42539315919975546,45.5054439,-92.9038486 -Republican,16227,29441,0.5511701368839373,45.5054439,-92.9038486 -Other,690,29441,0.02343670391630719,45.5054439,-92.9038486 -Democrat,15208,28886,0.5264834175725265,46.8983772,-96.4949007 -Republican,12920,28886,0.44727549678044726,46.8983772,-96.4949007 -Other,758,28886,0.026241085647026242,46.8983772,-96.4949007 -Democrat,1753,4197,0.4176792947343341,47.5758729,-95.371117 -Republican,2359,4197,0.5620681439123183,47.5758729,-95.371117 -Other,85,4197,0.020252561353347628,47.5758729,-95.371117 -Democrat,1993,3322,0.5999397953040337,47.538569,-90.2901889 -Republican,1221,3322,0.3675496688741722,47.538569,-90.2901889 -Other,108,3322,0.0325105358217941,47.538569,-90.2901889 -Democrat,2433,5862,0.4150460593654043,44.0106386,-95.1831523 -Republican,3316,5862,0.5656772432616854,44.0106386,-95.1831523 -Other,113,5862,0.01927669737291027,44.0106386,-95.1831523 -Democrat,116255,230821,0.5036586792362914,44.670893,-93.0624813 -Republican,109516,230821,0.47446289549044496,44.670893,-93.0624813 -Other,5050,230821,0.021878425273263696,44.670893,-93.0624813 -Democrat,4487,10327,0.4344921080662341,44.0207056,-92.8693529 -Republican,5522,10327,0.5347148252154547,44.0207056,-92.8693529 -Other,318,10327,0.030793066718311224,44.0207056,-92.8693529 -Democrat,8653,20953,0.4129718894669021,45.9368293,-95.462156 -Republican,11884,20953,0.5671741516727915,45.9368293,-95.462156 -Other,416,20953,0.0198539588603064,45.9368293,-95.462156 -Democrat,3407,7713,0.44172176844288863,43.6765219,-93.9472338 -Republican,4104,7713,0.5320886814469078,43.6765219,-93.9472338 -Other,202,7713,0.026189550110203554,43.6765219,-93.9472338 -Democrat,5713,10892,0.5245134043334557,43.6791869,-92.0939369 -Republican,4913,10892,0.45106500183621007,43.6791869,-92.0939369 -Other,266,10892,0.02442159383033419,43.6791869,-92.0939369 -Democrat,9326,16706,0.5582425475876931,43.6742019,-93.3502887 -Republican,6969,16706,0.41715551298934517,43.6742019,-93.3502887 -Other,411,16706,0.02460193942296181,43.6742019,-93.3502887 -Democrat,12212,25801,0.47331498779117087,44.4061779,-92.7160003 -Republican,12986,25801,0.5033138250455409,44.4061779,-92.7160003 -Other,603,25801,0.023371187163288246,44.4061779,-92.7160003 -Democrat,1647,3487,0.47232578147404647,45.9307426,-96.0106987 -Republican,1748,3487,0.5012905075996559,45.9307426,-96.0106987 -Other,92,3487,0.02638371092629768,45.9307426,-96.0106987 -Democrat,423982,680065,0.6234433473270937,45.0061209,-93.4752279 -Republican,240073,680065,0.35301478535140024,45.0061209,-93.4752279 -Other,16010,680065,0.02354186732150603,45.0061209,-93.4752279 -Democrat,5281,10446,0.5055523645414512,43.6669899,-91.5015556 -Republican,4951,10446,0.4739613249090561,43.6669899,-91.5015556 -Other,214,10446,0.02048631054949263,43.6669899,-91.5015556 -Democrat,4676,11520,0.4059027777777778,47.0955506,-94.9132898 -Republican,6622,11520,0.5748263888888889,47.0955506,-94.9132898 -Other,222,11520,0.019270833333333334,47.0955506,-94.9132898 -Democrat,8024,20217,0.396893703318989,45.5624313,-93.2963388 -Republican,11675,20217,0.5774842953949646,45.5624313,-93.2963388 -Other,518,20217,0.025622001286046397,45.5624313,-93.2963388 -Democrat,12852,23919,0.5373134328358209,47.4908166,-93.6111022 -Republican,10501,23919,0.43902337054224677,47.4908166,-93.6111022 -Other,566,23919,0.023663196621932354,47.4908166,-93.6111022 -Democrat,2268,5430,0.4176795580110497,43.671111,-95.1497314 -Republican,3044,5430,0.5605893186003683,43.671111,-95.1497314 -Other,118,5430,0.021731123388581953,43.671111,-95.1497314 -Democrat,3593,8150,0.44085889570552145,45.9477598,-93.2977883 -Republican,4328,8150,0.531042944785276,45.9477598,-93.2977883 -Other,229,8150,0.028098159509202456,45.9477598,-93.2977883 -Democrat,9805,21465,0.4567901234567901,45.1527137,-95.0049812 -Republican,11240,21465,0.5236431399953413,45.1527137,-95.0049812 -Other,420,21465,0.019566736547868623,45.1527137,-95.0049812 -Democrat,1241,2420,0.5128099173553718,48.7760403,-96.7803493 -Republican,1095,2420,0.4524793388429752,48.7760403,-96.7803493 -Other,84,2420,0.03471074380165289,48.7760403,-96.7803493 -Democrat,3451,6458,0.534375967791886,48.2453743,-93.7828956 -Republican,2841,6458,0.43991947971508205,48.2453743,-93.7828956 -Other,166,6458,0.0257045524930319,48.2453743,-93.7828956 -Democrat,4043,6820,0.5928152492668621,47.5171114,-91.4117038 -Republican,2610,6820,0.38269794721407624,47.5171114,-91.4117038 -Other,167,6820,0.024486803519061583,47.5171114,-91.4117038 -Democrat,1429,3120,0.4580128205128205,44.4082382,-96.2720323 -Republican,1595,3120,0.5112179487179487,44.4082382,-96.2720323 -Other,96,3120,0.03076923076923077,44.4082382,-96.2720323 -Democrat,5465,12388,0.4411527284468841,44.4091953,-95.8472678 -Republican,6594,12388,0.5322893122376493,44.4091953,-95.8472678 -Other,329,12388,0.02655795931546658,44.4091953,-95.8472678 -Democrat,1276,2182,0.5847846012832264,47.3283866,-95.8110885 -Republican,871,2182,0.39917506874427133,47.3283866,-95.8110885 -Other,35,2182,0.016040329972502293,47.3283866,-95.8110885 -Democrat,1998,4698,0.42528735632183906,48.3627284,-96.357761 -Republican,2569,4698,0.5468284376330353,48.3627284,-96.357761 -Other,131,4698,0.027884206045125585,48.3627284,-96.357761 -Democrat,4054,10968,0.36962071480671044,43.6771181,-94.5372525 -Republican,6657,10968,0.6069474835886215,43.6771181,-94.5372525 -Other,257,10968,0.023431801604668127,43.6771181,-94.5372525 -Democrat,4969,12214,0.40682822990011464,45.1231555,-94.527346 -Republican,6913,12214,0.565989847715736,45.1231555,-94.527346 -Other,332,12214,0.027181922384149338,45.1231555,-94.527346 -Democrat,6153,16714,0.36813449802560727,46.0204839,-94.2666194 -Republican,10159,16714,0.6078138087830561,46.0204839,-94.2666194 -Other,402,16714,0.024051693191336605,46.0204839,-94.2666194 -Democrat,11129,18539,0.6003020659150979,43.6662486,-92.7595136 -Republican,6938,18539,0.3742380926695075,43.6662486,-92.7595136 -Other,472,18539,0.025459841415394573,43.6662486,-92.7595136 -Democrat,2160,4767,0.45311516677155445,44.0155943,-95.7615809 -Republican,2504,4767,0.525277952590728,44.0155943,-95.7615809 -Other,103,4767,0.02160688063771764,44.0155943,-95.7615809 -Democrat,9652,18357,0.5257939750503895,44.3588204,-94.2456844 -Republican,8214,18357,0.4474587350874326,44.3588204,-94.2456844 -Other,491,18357,0.026747289862177916,44.3588204,-94.2456844 -Democrat,3793,8520,0.44518779342723,43.6776863,-95.7631323 -Republican,4581,8520,0.5376760563380282,43.6776863,-95.7631323 -Other,146,8520,0.017136150234741784,43.6776863,-95.7631323 -Democrat,1730,3207,0.5394449641409417,47.3294529,-96.4637757 -Republican,1384,3207,0.43155597131275336,47.3294529,-96.4637757 -Other,93,3207,0.028999064546304958,47.3294529,-96.4637757 -Democrat,39338,78316,0.5022983809183309,43.9994987,-92.4100985 -Republican,36832,78316,0.4702998110220134,43.9994987,-92.4100985 -Other,2146,78316,0.027401808059655752,43.9994987,-92.4100985 -Democrat,3024,6517,0.4640171858216971,48.069247,-96.0377254 -Republican,3305,6517,0.507135184901028,48.069247,-96.0377254 -Other,188,6517,0.02884762927727482,48.069247,-96.0377254 -Democrat,6750,13965,0.4833512352309345,46.1009402,-92.7630936 -Republican,6845,13965,0.49015395631936987,46.1009402,-92.7630936 -Other,370,13965,0.026494808449695668,46.1009402,-92.7630936 -Democrat,1725,4646,0.3712871287128713,44.0153614,-96.2570147 -Republican,2826,4646,0.6082651743435213,44.0153614,-96.2570147 -Other,95,4646,0.020447696943607405,44.0153614,-96.2570147 -Democrat,6773,14693,0.4609678077996325,47.7742536,-96.4000265 -Republican,7615,14693,0.5182740080310352,47.7742536,-96.4000265 -Other,305,14693,0.020758184169332335,47.7742536,-96.4000265 -Democrat,2981,6246,0.4772654498879283,45.5896228,-95.4467052 -Republican,3142,6246,0.5030419468459815,45.5896228,-95.4467052 -Other,123,6246,0.0196926032660903,45.5896228,-95.4467052 -Democrat,184938,278822,0.6632833850987369,45.0152037,-93.0999648 -Republican,86800,278822,0.3113097244837208,45.0152037,-93.0999648 -Other,7084,278822,0.025406890417542374,45.0152037,-93.0999648 -Democrat,3008,7790,0.38613607188703464,44.4035357,-95.2542415 -Republican,4570,7790,0.5866495507060334,44.4035357,-95.2542415 -Other,212,7790,0.027214377406931965,44.4035357,-95.2542415 -Democrat,3394,7710,0.44020752269779506,44.7236969,-94.9556169 -Republican,4149,7710,0.5381322957198443,44.7236969,-94.9556169 -Other,167,7710,0.02166018158236057,44.7236969,-94.9556169 -Democrat,17054,32267,0.528527597855394,44.3507339,-93.2985052 -Republican,14384,32267,0.44578051879629343,44.3507339,-93.2985052 -Other,829,32267,0.025691883348312516,44.3507339,-93.2985052 -Democrat,1946,4846,0.40156830375567476,43.6695866,-96.2632376 -Republican,2810,4846,0.5798596780850186,43.6695866,-96.2632376 -Other,90,4846,0.018572018159306643,43.6695866,-96.2632376 -Democrat,2772,7352,0.37704026115342765,48.7610683,-95.8215042 -Republican,4409,7352,0.5997007616974973,48.7610683,-95.8215042 -Other,171,7352,0.023258977149075082,48.7610683,-95.8215042 -Democrat,29712,71647,0.4146998478652281,44.651805,-93.5337311 -Republican,40323,71647,0.5628009546805868,44.651805,-93.5337311 -Other,1612,71647,0.0224991974541851,44.651805,-93.5337311 -Democrat,17597,46509,0.37835687716355976,45.4531762,-93.76913 -Republican,27848,46509,0.5987658302694102,45.4531762,-93.76913 -Other,1064,46509,0.022877292567030038,45.4531762,-93.76913 -Democrat,2916,7815,0.3731285988483685,44.5757343,-94.2301232 -Republican,4693,7815,0.600511836212412,44.5757343,-94.2301232 -Other,206,7815,0.02635956493921945,44.5757343,-94.2301232 -Democrat,33551,78477,0.42752653643742755,45.5552345,-94.6104822 -Republican,43015,78477,0.5481223798055481,45.5552345,-94.6104822 -Other,1911,78477,0.024351083757024352,45.5552345,-94.6104822 -Democrat,8706,19124,0.45523948964651745,44.0152607,-93.2204527 -Republican,9903,19124,0.5178309976992261,44.0152607,-93.2204527 -Other,515,19124,0.026929512654256433,44.0152607,-93.2204527 -Democrat,2742,5652,0.4851380042462845,45.5934609,-95.9923146 -Republican,2766,5652,0.4893842887473461,45.5934609,-95.9923146 -Other,144,5652,0.025477707006369428,45.5934609,-95.9923146 -Democrat,2751,5119,0.5374096503223286,45.2758101,-95.6901243 -Republican,2248,5119,0.43914827114670835,45.2758101,-95.6901243 -Other,120,5119,0.023442078530963077,45.2758101,-95.6901243 -Democrat,4819,11803,0.40828602897568417,46.0665694,-94.9005758 -Republican,6719,11803,0.5692620520206727,46.0665694,-94.9005758 -Other,265,11803,0.022451919003643142,46.0665694,-94.9005758 -Democrat,943,1847,0.5105576610720086,45.7699352,-96.4748315 -Republican,861,1847,0.466161342717921,45.7699352,-96.4748315 -Other,43,1847,0.023280996210070383,45.7699352,-96.4748315 -Democrat,5415,11763,0.4603417495536853,44.289693,-92.2333405 -Republican,6049,11763,0.5142395647368868,44.289693,-92.2333405 -Other,299,11763,0.025418685709427867,44.289693,-92.2333405 -Democrat,2492,6791,0.36695626564570755,46.5869861,-94.9886078 -Republican,4143,6791,0.6100721543218967,46.5869861,-94.9886078 -Other,156,6791,0.022971580032395817,46.5869861,-94.9886078 -Democrat,4370,9747,0.44834307992202727,44.0184598,-93.5898443 -Republican,5116,9747,0.5248794500872063,44.0184598,-93.5898443 -Other,261,9747,0.02677746999076639,44.0184598,-93.5898443 -Democrat,70203,142133,0.49392470432622965,45.037929,-92.890117 -Republican,69137,142133,0.48642468673707023,45.037929,-92.890117 -Other,2793,142133,0.019650608936700134,45.037929,-92.890117 -Democrat,2494,5144,0.4848367029548989,43.9781089,-94.613798 -Republican,2517,5144,0.4893079315707621,43.9781089,-94.613798 -Other,133,5144,0.025855365474339035,43.9781089,-94.613798 -Democrat,1258,3222,0.3904407200496586,46.3623354,-96.476657 -Republican,1884,3222,0.5847299813780261,46.3623354,-96.476657 -Other,80,3222,0.024829298572315334,46.3623354,-96.476657 -Democrat,14980,27232,0.5500881316098707,43.9822682,-91.7767076 -Republican,11480,27232,0.4215628672150411,43.9822682,-91.7767076 -Other,772,27232,0.02834900117508813,43.9822682,-91.7767076 -Democrat,25741,67816,0.37957119263890526,45.1750914,-93.9663965 -Republican,40466,67816,0.5967028429869058,45.1750914,-93.9663965 -Other,1609,67816,0.02372596437418898,45.1750914,-93.9663965 -Democrat,9061,15447,0.5865863921797113,31.4862243,-91.3517966 -Republican,6293,15447,0.40739302129863403,31.4862243,-91.3517966 -Other,93,15447,0.0060205865216546904,31.4862243,-91.3517966 -Democrat,3511,14830,0.23674983142279163,34.8865689,-88.5811091 -Republican,11111,14830,0.7492245448415374,34.8865689,-88.5811091 -Other,208,14830,0.014025623735670937,34.8865689,-88.5811091 -Democrat,3242,7706,0.4207111341811575,31.2039333,-90.7955421 -Republican,4414,7706,0.5728004152608357,31.2039333,-90.7955421 -Other,50,7706,0.006488450558006748,31.2039333,-90.7955421 -Democrat,3927,9092,0.43191816981962167,33.0904678,-89.5886219 -Republican,5126,9092,0.5637923449186097,33.0904678,-89.5886219 -Other,39,9092,0.004289485261768588,33.0904678,-89.5886219 -Democrat,2051,4116,0.49829931972789115,34.8105184,-89.2002848 -Republican,2041,4116,0.4958697764820214,34.8105184,-89.2002848 -Other,24,4116,0.0058309037900874635,34.8105184,-89.2002848 -Democrat,10582,15428,0.6858957739175525,33.7991391,-90.8841199 -Republican,4701,15428,0.304705729841846,33.7991391,-90.8841199 -Other,145,15428,0.009398496240601503,33.7991391,-90.8841199 -Democrat,2586,7068,0.36587436332767403,33.9366339,-89.3371142 -Republican,4412,7068,0.624221844934918,33.9366339,-89.3371142 -Other,70,7068,0.009903791737408036,33.9366339,-89.3371142 -Democrat,2007,5992,0.33494659546061417,33.4407948,-89.918887 -Republican,3960,5992,0.6608811748998665,33.4407948,-89.918887 -Other,25,5992,0.004172229639519359,33.4407948,-89.918887 -Democrat,4378,8503,0.5148771021992238,33.9332767,-88.9475579 -Republican,3994,8503,0.46971657062213334,33.9332767,-88.9475579 -Other,131,8503,0.015406327178642832,33.9332767,-88.9475579 -Democrat,1428,4273,0.3341914345892815,33.3459638,-89.2513319 -Republican,2812,4273,0.6580856541071847,33.3459638,-89.2513319 -Other,33,4273,0.007722911303533817,33.3459638,-89.2513319 -Democrat,4838,5484,0.8822027716994895,31.9728096,-90.9154239 -Republican,625,5484,0.11396790663749089,31.9728096,-90.9154239 -Other,21,5484,0.0038293216630196935,31.9728096,-90.9154239 -Democrat,3111,8253,0.3769538349691021,32.0453738,-88.6879756 -Republican,5049,8253,0.6117775354416576,32.0453738,-88.6879756 -Other,93,8253,0.011268629589240277,32.0453738,-88.6879756 -Democrat,6712,11072,0.6062138728323699,33.65967,-88.782468 -Republican,4291,11072,0.3875541907514451,33.65967,-88.782468 -Other,69,11072,0.0062319364161849715,33.65967,-88.782468 -Democrat,7792,10549,0.7386482131007679,34.2286699,-90.603165 -Republican,2712,10549,0.25708597971371694,34.2286699,-90.603165 -Other,45,10549,0.004265807185515215,34.2286699,-90.603165 -Democrat,7749,14123,0.548679459038448,31.8669151,-90.4487578 -Republican,6282,14123,0.4448063442611343,31.8669151,-90.4487578 -Other,92,14123,0.006514196700417758,31.8669151,-90.4487578 -Democrat,3878,9348,0.41484809584937954,31.633331,-89.5488968 -Republican,5405,9348,0.5781985451433461,31.633331,-89.5488968 -Other,65,9348,0.006953359007274283,31.633331,-89.5488968 -Democrat,13272,30236,0.4389469506548485,31.1885802,-89.2594467 -Republican,16574,30236,0.5481545177933589,31.1885802,-89.2594467 -Other,390,30236,0.012898531551792564,31.1885802,-89.2594467 -Democrat,1726,4493,0.3841531270865791,31.4777726,-90.8954573 -Republican,2735,4493,0.6087246828399733,31.4777726,-90.8954573 -Other,32,4493,0.007122190073447585,31.4777726,-90.8954573 -Democrat,1359,9856,0.13788555194805194,30.8554305,-88.6422679 -Republican,8376,9856,0.8498376623376623,30.8554305,-88.6422679 -Other,121,9856,0.012276785714285714,30.8554305,-88.6422679 -Democrat,1325,5922,0.223741979061128,31.2128455,-88.6348108 -Republican,4531,5922,0.765113137453563,31.2128455,-88.6348108 -Other,66,5922,0.011144883485309016,31.2128455,-88.6348108 -Democrat,5288,11335,0.46651962946625497,33.770031,-89.8027405 -Republican,5986,11335,0.5280988089986767,33.770031,-89.8027405 -Other,61,11335,0.005381561535068372,33.770031,-89.8027405 -Democrat,3917,17167,0.22817032678977106,30.3916415,-89.4827905 -Republican,12964,17167,0.7551698025281063,30.3916415,-89.4827905 -Other,286,17167,0.016659870682122678,30.3916415,-89.4827905 -Democrat,23119,63328,0.3650675846387064,30.4165357,-89.0833762 -Republican,39470,63328,0.6232630116220313,30.4165357,-89.0833762 -Other,739,63328,0.011669403739262254,30.4165357,-89.0833762 -Democrat,76112,106491,0.7147270661370444,32.2677879,-90.4660171 -Republican,29664,106491,0.278558751443784,32.2677879,-90.4660171 -Other,715,106491,0.006714182419171573,32.2677879,-90.4660171 -Democrat,7812,9288,0.8410852713178295,33.1259415,-90.0911968 -Republican,1435,9288,0.15450043066322136,33.1259415,-90.0911968 -Other,41,9288,0.004414298018949182,33.1259415,-90.0911968 -Democrat,3903,5212,0.748848810437452,33.1309962,-90.5234209 -Republican,1293,5212,0.2480813507290867,33.1309962,-90.5234209 -Other,16,5212,0.0030698388334612432,33.1309962,-90.5234209 -Democrat,479,787,0.6086404066073697,32.7555393,-91.0035351 -Republican,302,787,0.38373570520965694,32.7555393,-91.0035351 -Other,6,787,0.007623888182973317,32.7555393,-91.0035351 -Democrat,1706,9318,0.18308649924876583,34.2810747,-88.3631269 -Republican,7393,9318,0.7934106031337197,34.2810747,-88.3631269 -Other,219,9318,0.02350289761751449,34.2810747,-88.3631269 -Democrat,17299,53655,0.3224117044077905,30.4560045,-88.6251005 -Republican,35747,53655,0.6662380020501352,30.4560045,-88.6251005 -Other,609,53655,0.011350293542074364,30.4560045,-88.6251005 -Democrat,5097,9340,0.5457173447537473,32.0169894,-89.1194302 -Republican,4193,9340,0.44892933618843683,32.0169894,-89.1194302 -Other,50,9340,0.0053533190578158455,32.0169894,-89.1194302 -Democrat,3951,4433,0.8912700203022784,31.7336333,-91.0438779 -Republican,468,4433,0.10557184750733138,31.7336333,-91.0438779 -Other,14,4433,0.003158132190390255,31.7336333,-91.0438779 -Democrat,9211,30159,0.30541463576378525,31.6166011,-89.1685317 -Republican,20687,30159,0.6859312311416161,31.6166011,-89.1685317 -Other,261,30159,0.008654133094598627,31.6166011,-89.1685317 -Democrat,3239,5052,0.6411322248614411,32.7501361,-88.6256306 -Republican,1789,5052,0.35411718131433095,32.7501361,-88.6256306 -Other,24,5052,0.004750593824228029,32.7501361,-88.6256306 -Democrat,8091,19505,0.4148167136631633,34.353078,-89.4853847 -Republican,11075,19505,0.5678031274032299,34.353078,-89.4853847 -Other,339,19505,0.017380158933606768,34.353078,-89.4853847 -Democrat,5494,24889,0.220740085981759,31.1975865,-89.5063691 -Republican,19101,24889,0.7674474667523806,31.1975865,-89.5063691 -Other,294,24889,0.01181244726586042,31.1975865,-89.5063691 -Democrat,13814,32777,0.4214540684016231,32.4039981,-88.6604487 -Republican,18700,32777,0.5705220123867346,32.4039981,-88.6604487 -Other,263,32777,0.00802391921164231,32.4039981,-88.6604487 -Democrat,2468,6698,0.3684681994625261,31.5500087,-90.1075299 -Republican,4192,6698,0.6258584652134965,31.5500087,-90.1075299 -Other,38,6698,0.005673335323977307,31.5500087,-90.1075299 -Democrat,4079,8983,0.4540799287543137,32.7606302,-89.5222495 -Republican,4863,8983,0.5413558944673271,32.7606302,-89.5222495 -Other,41,8983,0.0045641767783591225,32.7606302,-89.5222495 -Democrat,12563,35306,0.3558318699371212,34.2923703,-88.6824388 -Republican,22415,35306,0.6348779244321079,34.2923703,-88.6824388 -Other,328,35306,0.009290205630770973,34.2923703,-88.6824388 -Democrat,9119,12773,0.7139278164879042,33.5497896,-90.2949343 -Republican,3587,12773,0.2808267439129414,33.5497896,-90.2949343 -Other,67,12773,0.005245439599154467,33.5497896,-90.2949343 -Democrat,5471,16414,0.33331302546606556,31.5352155,-90.4535663 -Republican,10839,16414,0.6603509199463873,31.5352155,-90.4535663 -Other,104,16414,0.0063360545875472156,31.5352155,-90.4535663 -Democrat,13388,27158,0.49296708152293983,33.4714237,-88.4397227 -Republican,13518,27158,0.4977538846748656,33.4714237,-88.4397227 -Other,252,27158,0.009279033802194565,33.4714237,-88.4397227 -Democrat,20722,49571,0.4180266688184624,32.6343703,-90.0341603 -Republican,28507,49571,0.5750741360876319,32.6343703,-90.0341603 -Other,342,49571,0.006899195093905711,32.6343703,-90.0341603 -Democrat,4393,12729,0.3451174483462959,31.2301672,-89.821712 -Republican,8237,12729,0.6471050357451489,31.2301672,-89.821712 -Other,99,12729,0.007777515908555267,31.2301672,-89.821712 -Democrat,9650,16240,0.5942118226600985,34.7661897,-89.504231 -Republican,6473,16240,0.39858374384236456,34.7661897,-89.504231 -Other,117,16240,0.007204433497536946,34.7661897,-89.504231 -Democrat,7056,16918,0.41707057571817,33.8900295,-88.4850379 -Republican,9723,16918,0.5747133230878354,33.8900295,-88.4850379 -Other,139,16918,0.008216101193994562,33.8900295,-88.4850379 -Democrat,2675,5645,0.4738706820194863,33.5007144,-89.6396251 -Republican,2947,5645,0.5220549158547387,33.5007144,-89.6396251 -Other,23,5645,0.004074402125775022,33.5007144,-89.6396251 -Democrat,3089,11015,0.2804357694053563,32.752518,-89.1192743 -Republican,7837,11015,0.711484339536995,32.752518,-89.1192743 -Other,89,11015,0.00807989105764866,32.752518,-89.1192743 -Democrat,3319,9777,0.33947018512836247,32.4019702,-89.1184115 -Republican,6394,9777,0.6539838396236064,32.4019702,-89.1184115 -Other,64,9777,0.006545975248031094,32.4019702,-89.1184115 -Democrat,4920,6264,0.7854406130268199,33.1065082,-88.5660044 -Republican,1325,6264,0.21152618135376755,33.1065082,-88.5660044 -Other,19,6264,0.003033205619412516,33.1065082,-88.5660044 -Democrat,9095,18117,0.5020146823425512,33.4223134,-88.8761514 -Republican,8761,18117,0.48357895898879505,33.4223134,-88.8761514 -Other,261,18117,0.014406358668653751,33.4223134,-88.8761514 -Democrat,9079,16826,0.5395815999049091,34.3652052,-89.9630654 -Republican,7629,16826,0.4534054439557827,34.3652052,-89.9630654 -Other,118,16826,0.007012956139308213,34.3652052,-89.9630654 -Democrat,1527,5722,0.2668647326109752,31.1693073,-88.9887554 -Republican,4137,5722,0.722998951415589,31.1693073,-88.9887554 -Other,58,5722,0.010136315973435861,31.1693073,-88.9887554 -Democrat,9650,17974,0.5368866139979971,31.1775159,-90.3977254 -Republican,8181,17974,0.45515744964949373,31.1775159,-90.3977254 -Other,143,17974,0.00795593635250918,31.1775159,-90.3977254 -Democrat,2804,12411,0.22592861171541376,34.2270808,-89.0372387 -Republican,9448,12411,0.7612601724276851,34.2270808,-89.0372387 -Other,159,12411,0.012811215856901136,34.2270808,-89.0372387 -Democrat,2817,10033,0.2807734476228446,34.6205664,-88.5221836 -Republican,7075,10033,0.7051729293332004,34.6205664,-88.5221836 -Other,141,10033,0.014053623043954949,34.6205664,-88.5221836 -Democrat,2837,3979,0.7129932143754713,34.2528327,-90.2901707 -Republican,1116,3979,0.2804724805227444,34.2528327,-90.2901707 -Other,26,3979,0.006534305101784368,34.2528327,-90.2901707 -Democrat,14988,64145,0.2336581183256684,32.2671233,-89.946063 -Republican,48444,64145,0.755226440096656,32.2671233,-89.946063 -Other,713,64145,0.01111544157767558,32.2671233,-89.946063 -Democrat,5031,11202,0.44911622924477773,32.4119595,-89.5334861 -Republican,6089,11202,0.5435636493483307,32.4119595,-89.5334861 -Other,82,11202,0.007320121406891627,32.4119595,-89.5334861 -Democrat,1782,2532,0.7037914691943128,32.8923946,-90.8276129 -Republican,737,2532,0.2910742496050553,32.8923946,-90.8276129 -Other,13,2532,0.005134281200631911,32.8923946,-90.8276129 -Democrat,4723,12249,0.385582496530329,31.9025047,-89.9177086 -Republican,7424,12249,0.6060902930851498,31.9025047,-89.9177086 -Other,102,12249,0.008327210384521186,31.9025047,-89.9177086 -Democrat,1979,8099,0.24435115446351402,32.019029,-89.4948763 -Republican,6049,8099,0.7468823311519941,32.019029,-89.4948763 -Other,71,8099,0.008766514384491912,32.019029,-89.4948763 -Democrat,2003,7532,0.2659320233669676,30.790184,-89.112297 -Republican,5420,7532,0.7195963887413701,30.790184,-89.112297 -Other,109,7532,0.014471587891662242,30.790184,-89.112297 -Democrat,8199,11228,0.7302280014250089,33.6055289,-90.5950901 -Republican,2929,11228,0.2608656929105807,33.6055289,-90.5950901 -Other,100,11228,0.008906305664410403,33.6055289,-90.5950901 -Democrat,3959,6503,0.6087959403352299,33.9545292,-90.1722434 -Republican,2499,6503,0.38428417653390745,33.9545292,-90.1722434 -Other,45,6503,0.006919883130862679,33.9545292,-90.1722434 -Democrat,4933,12406,0.39763017894567143,34.6495527,-89.9431054 -Republican,7332,12406,0.5910043527325488,34.6495527,-89.9431054 -Other,141,12406,0.011365468321779783,34.6495527,-89.9431054 -Democrat,2317,9164,0.2528371890004365,34.7636183,-88.9188185 -Republican,6717,9164,0.7329768659973811,34.7636183,-88.9188185 -Other,130,9164,0.014185945002182452,34.7636183,-88.9188185 -Democrat,1643,7936,0.20703125,34.7376972,-88.236064 -Republican,6133,7936,0.7728074596774194,34.7376972,-88.236064 -Other,160,7936,0.020161290322580645,34.7376972,-88.236064 -Democrat,3475,4382,0.7930168872660885,34.6522011,-90.3717697 -Republican,883,4382,0.20150616157005932,34.6522011,-90.3717697 -Other,24,4382,0.005476951163852123,34.6522011,-90.3717697 -Democrat,2742,11365,0.2412670479542455,34.4895325,-89.0023393 -Republican,8498,11365,0.7477342718873735,34.4895325,-89.0023393 -Other,125,11365,0.010998680158380994,34.4895325,-89.0023393 -Democrat,3422,7551,0.4531850086081314,31.164492,-90.1034306 -Republican,4051,7551,0.536485233743875,31.164492,-90.1034306 -Other,78,7551,0.010329757647993643,31.164492,-90.1034306 -Democrat,10786,21391,0.504230751250526,32.3560946,-90.8523838 -Republican,10457,21391,0.48885045112430464,32.3560946,-90.8523838 -Other,148,21391,0.006918797625169464,32.3560946,-90.8523838 -Democrat,13981,19715,0.709155465381689,33.273174,-90.9444459 -Republican,5651,19715,0.2866345422267309,33.273174,-90.9444459 -Other,83,19715,0.004209992391580015,33.273174,-90.9444459 -Democrat,4148,10332,0.40147115756871854,31.642503,-88.678214 -Republican,6111,10332,0.5914634146341463,31.642503,-88.678214 -Other,73,10332,0.007065427797135114,31.642503,-88.678214 -Democrat,1190,5234,0.2273595720290409,33.6120605,-89.2839612 -Republican,3992,5234,0.7627053878486817,33.6120605,-89.2839612 -Other,52,5234,0.009935040122277417,33.6120605,-89.2839612 -Democrat,3412,4853,0.7030702658149598,31.1610908,-91.3246169 -Republican,1415,4853,0.2915722233669895,31.1610908,-91.3246169 -Other,26,4853,0.00535751081805069,31.1610908,-91.3246169 -Democrat,4607,9829,0.4687150269610337,33.0787236,-89.0373913 -Republican,5168,9829,0.5257910265540747,33.0787236,-89.0373913 -Other,54,9829,0.005493946484891647,33.0787236,-89.0373913 -Democrat,3030,6354,0.4768649669499528,34.0306661,-89.7038072 -Republican,3276,6354,0.5155807365439093,34.0306661,-89.7038072 -Other,48,6354,0.007554296506137866,34.0306661,-89.7038072 -Democrat,6603,11620,0.5682444061962134,32.7656747,-90.3879282 -Republican,4941,11620,0.42521514629948365,32.7656747,-90.3879282 -Other,76,11620,0.006540447504302926,32.7656747,-90.3879282 -Democrat,4219,10126,0.41665020738692476,40.1906655,-92.6035922 -Republican,5651,10126,0.5580683389294885,40.1906655,-92.6035922 -Other,256,10126,0.025281453683586808,40.1906655,-92.6035922 -Democrat,2649,8306,0.31892607753431257,39.9888628,-94.8035511 -Republican,5457,8306,0.6569949434143992,39.9888628,-94.8035511 -Other,200,8306,0.024078979051288224,39.9888628,-94.8035511 -Democrat,756,2709,0.27906976744186046,40.431846,-95.4375546 -Republican,1902,2709,0.7021040974529347,40.431846,-95.4375546 -Other,51,2709,0.018826135105204873,40.431846,-95.4375546 -Democrat,3539,9952,0.35560691318327975,39.214481,-91.8434182 -Republican,6186,9952,0.6215836012861736,39.214481,-91.8434182 -Other,227,9952,0.022809485530546625,39.214481,-91.8434182 -Democrat,3667,13806,0.2656091554396639,36.6993756,-93.8343344 -Republican,9832,13806,0.7121541358829494,36.6993756,-93.8343344 -Other,307,13806,0.022236708677386644,36.6993756,-93.8343344 -Democrat,1230,5746,0.21406195614340412,37.5007989,-94.3440893 -Republican,4418,5746,0.7688827010093978,37.5007989,-94.3440893 -Other,98,5746,0.017055342847198052,37.5007989,-94.3440893 -Democrat,2557,7771,0.329043881096384,38.2572171,-94.3392459 -Republican,5020,7771,0.6459915068845709,38.2572171,-94.3392459 -Other,194,7771,0.02496461201904517,38.2572171,-94.3392459 -Democrat,2925,9157,0.3194277601834662,38.3010358,-93.2879421 -Republican,6069,9157,0.6627716501037457,38.3010358,-93.2879421 -Other,163,9157,0.017800589712788032,38.3010358,-93.2879421 -Democrat,1213,5456,0.2223240469208211,37.3184272,-90.0246452 -Republican,4095,5456,0.7505498533724341,37.3184272,-90.0246452 -Other,148,5456,0.027126099706744868,37.3184272,-90.0246452 -Democrat,39847,79422,0.5017123718868828,38.9898614,-92.3102022 -Republican,37404,79422,0.47095263277177607,38.9898614,-92.3102022 -Other,2171,79422,0.02733499534134119,38.9898614,-92.3102022 -Democrat,15594,35106,0.4441975730644334,39.6603695,-94.8081728 -Republican,18660,35106,0.5315330712698684,39.6603695,-94.8081728 -Other,852,35106,0.02426935566569817,39.6603695,-94.8081728 -Democrat,4363,16889,0.2583338267511398,36.7151802,-90.40313 -Republican,12248,16889,0.7252057552252946,36.7151802,-90.40313 -Other,278,16889,0.016460418023565633,36.7151802,-90.40313 -Democrat,1312,4167,0.3148548116150708,39.6589977,-93.9791785 -Republican,2721,4167,0.6529877609791217,39.6589977,-93.9791785 -Other,134,4167,0.032157427405807536,39.6589977,-93.9791785 -Democrat,6071,18232,0.3329859587538394,38.835547,-91.9234458 -Republican,11745,18232,0.6441970162351909,38.835547,-91.9234458 -Other,416,18232,0.022817025010969723,38.835547,-91.9234458 -Democrat,6458,21945,0.2942811574390522,38.0265275,-92.7653271 -Republican,15092,21945,0.6877192982456141,38.0265275,-92.7653271 -Other,395,21945,0.01799954431533379,38.0265275,-92.7653271 -Democrat,1154,4304,0.26812267657992567,39.4273754,-93.5002266 -Republican,3072,4304,0.7137546468401487,39.4273754,-93.5002266 -Other,78,4304,0.01812267657992565,39.4273754,-93.5002266 -Democrat,754,2799,0.2693819221150411,36.9448579,-90.9457051 -Republican,1978,2799,0.706680957484816,36.9448579,-90.9457051 -Other,67,2799,0.023937120400142908,36.9448579,-90.9457051 -Democrat,17044,48913,0.34845542084926295,38.6464737,-94.3545467 -Republican,30912,48913,0.6319792284259809,38.6464737,-94.3545467 -Other,957,48913,0.019565350724756198,38.6464737,-94.3545467 -Democrat,1537,6045,0.2542597187758478,37.7336549,-93.8500144 -Republican,4376,6045,0.723904052936311,37.7336549,-93.8500144 -Other,132,6045,0.02183622828784119,37.7336549,-93.8500144 -Democrat,1339,3821,0.35043182412980894,39.5179685,-92.9616205 -Republican,2402,3821,0.6286312483643025,39.5179685,-92.9616205 -Other,80,3821,0.02093692750588851,39.5179685,-92.9616205 -Democrat,9813,37964,0.25848171952375937,36.9697388,-93.1876139 -Republican,27473,37964,0.7236592561373933,36.9697388,-93.1876139 -Other,678,37964,0.01785902433884733,36.9697388,-93.1876139 -Democrat,1398,3225,0.43348837209302327,40.4072747,-91.729472 -Republican,1730,3225,0.5364341085271318,40.4072747,-91.729472 -Other,97,3225,0.03007751937984496,40.4072747,-91.729472 -Democrat,47310,105589,0.4480580363484833,39.3155512,-94.4215024 -Republican,56191,105589,0.5321671765051283,39.3155512,-94.4215024 -Other,2088,105589,0.019774787146388355,39.3155512,-94.4215024 -Democrat,3688,9861,0.37399858026569316,39.6087233,-94.3958028 -Republican,5931,9861,0.6014602981442044,39.6087233,-94.3958028 -Other,242,9861,0.024541121590102424,39.6087233,-94.3958028 -Democrat,12005,37062,0.3239166801575738,38.5032331,-92.2800271 -Republican,24490,37062,0.6607846311585991,38.5032331,-92.2800271 -Other,567,37062,0.0152986886838271,38.5032331,-92.2800271 -Democrat,2474,7511,0.3293835707628811,38.8453861,-92.8123231 -Republican,4887,7511,0.6506457196112369,38.8453861,-92.8123231 -Other,150,7511,0.01997070962588204,38.8453861,-92.8123231 -Democrat,2951,9579,0.30806973588057207,37.9665605,-91.3139328 -Republican,6434,9579,0.6716776281449003,37.9665605,-91.3139328 -Other,194,9579,0.020252635974527613,37.9665605,-91.3139328 -Democrat,939,3896,0.2410164271047228,37.4323495,-93.854878 -Republican,2895,3896,0.7430698151950719,37.4323495,-93.854878 -Other,62,3896,0.01591375770020534,37.4323495,-93.854878 -Democrat,2122,7279,0.291523560928699,37.6835825,-93.0338146 -Republican,4992,7279,0.6858084901772221,37.6835825,-93.0338146 -Other,165,7279,0.022667948894078856,37.6835825,-93.0338146 -Democrat,1125,3521,0.31951150241408693,39.9628387,-93.970053 -Republican,2290,3521,0.6503834138028969,39.9628387,-93.970053 -Other,106,3521,0.030105083783016188,39.9628387,-93.970053 -Democrat,1585,6643,0.23859701941893724,37.6030721,-91.4897172 -Republican,4883,6643,0.7350594610868584,37.6030721,-91.4897172 -Other,175,6643,0.026343519494204427,37.6030721,-91.4897172 -Democrat,1710,6557,0.2607899954247369,36.9465168,-92.5158918 -Republican,4649,6557,0.7090132682629251,36.9465168,-92.5158918 -Other,198,6557,0.03019673631233796,36.9465168,-92.5158918 -Democrat,3636,10651,0.34137639658248053,36.3069045,-90.065394 -Republican,6850,10651,0.6431321002722749,36.3069045,-90.065394 -Other,165,10651,0.015491503145244579,36.3069045,-90.065394 -Democrat,16347,46755,0.34963105550208534,38.4130031,-91.072832 -Republican,29396,46755,0.6287242006202545,38.4130031,-91.072832 -Other,1012,46755,0.021644743877660143,38.4130031,-91.072832 -Democrat,2099,7134,0.29422483880011213,38.4411826,-91.5057795 -Republican,4895,7134,0.6861508270255117,38.4411826,-91.5057795 -Other,140,7134,0.019624334174376225,38.4411826,-91.5057795 -Democrat,937,2999,0.3124374791597199,40.2081271,-94.4053211 -Republican,1988,2999,0.6628876292097365,40.2081271,-94.4053211 -Other,74,2999,0.024674891630543514,40.2081271,-94.4053211 -Democrat,46219,125848,0.36726050473587185,37.2581957,-93.3406409 -Republican,76900,125848,0.6110546055559087,37.2581957,-93.3406409 -Other,2729,125848,0.02168488970821944,37.2581957,-93.3406409 -Democrat,1212,4374,0.27709190672153633,40.1125409,-93.5650538 -Republican,3030,4374,0.6927297668038409,40.1125409,-93.5650538 -Other,132,4374,0.03017832647462277,40.1125409,-93.5650538 -Democrat,984,3695,0.26630581867388364,40.34562,-93.9925818 -Republican,2624,3695,0.710148849797023,40.34562,-93.9925818 -Other,87,3695,0.02354533152909337,40.34562,-93.9925818 -Democrat,3606,10123,0.3562185122987257,38.3864909,-93.7926278 -Republican,6229,10123,0.61533142349106,38.3864909,-93.7926278 -Other,288,10123,0.028450064210214364,38.3864909,-93.7926278 -Democrat,1733,4680,0.3702991452991453,37.9369099,-93.3229883 -Republican,2835,4680,0.6057692307692307,37.9369099,-93.3229883 -Other,112,4680,0.023931623931623933,37.9369099,-93.3229883 -Democrat,551,2310,0.23852813852813853,40.095724,-95.2190716 -Republican,1725,2310,0.7467532467532467,40.095724,-95.2190716 -Other,34,2310,0.01471861471861472,40.095724,-95.2190716 -Democrat,1723,4867,0.35401684816108486,39.143365,-92.6959255 -Republican,3017,4867,0.6198890486952948,39.143365,-92.6959255 -Other,127,4867,0.0260941031436203,39.143365,-92.6959255 -Democrat,4395,16346,0.26887311880582404,36.7743685,-91.8873677 -Republican,11544,16346,0.7062278233206901,36.7743685,-91.8873677 -Other,407,16346,0.02489905787348587,36.7743685,-91.8873677 -Democrat,1669,4031,0.41404118084842473,37.5943638,-90.9846823 -Republican,2252,4031,0.5586703051352022,37.5943638,-90.9846823 -Other,110,4031,0.027288514016373108,37.5943638,-90.9846823 -Democrat,78283,174764,0.4479355015907166,39.0053359,-94.3431655 -Republican,93199,174764,0.5332848870476757,39.0053359,-94.3431655 -Other,3282,174764,0.018779611361607655,39.0053359,-94.3431655 -Democrat,12809,45218,0.28327214825954267,37.2051967,-94.3372594 -Republican,31349,45218,0.6932858596134283,37.2051967,-94.3372594 -Other,1060,45218,0.02344199212702906,37.2051967,-94.3372594 -Democrat,41564,97611,0.4258126645562488,38.2576296,-90.5436807 -Republican,53978,97611,0.5529909538883937,38.2576296,-90.5436807 -Other,2069,97611,0.02119638155535749,38.2576296,-90.5436807 -Democrat,7667,21021,0.36473050758765047,38.741528,-93.8118634 -Republican,12763,21021,0.6071547500118929,38.741528,-93.8118634 -Other,591,21021,0.028114742400456687,38.741528,-93.8118634 -Democrat,698,1957,0.35666836995401124,40.1368559,-92.1468345 -Republican,1205,1957,0.6157383750638733,40.1368559,-92.1468345 -Other,54,1957,0.027593254982115484,40.1368559,-92.1468345 -Democrat,4093,15362,0.2664366618929827,37.6596977,-92.594843 -Republican,10934,15362,0.7117562817341492,37.6596977,-92.594843 -Other,335,15362,0.021807056372868117,37.6596977,-92.594843 -Democrat,5655,15795,0.35802469135802467,39.0687048,-93.8026388 -Republican,9803,15795,0.6206394428616651,39.0687048,-93.8026388 -Other,337,15795,0.021335865780310225,39.0687048,-93.8026388 -Democrat,4017,15755,0.25496667724531896,37.1065898,-93.8305507 -Republican,11421,15755,0.7249127261186925,37.1065898,-93.8305507 -Other,317,15755,0.020120596635988575,37.1065898,-93.8305507 -Democrat,1508,4279,0.3524187894367843,40.0845592,-91.7288031 -Republican,2677,4279,0.6256134610890395,40.0845592,-91.7288031 -Other,94,4279,0.02196774947417621,40.0845592,-91.7288031 -Democrat,7734,22652,0.3414268055800812,39.0622547,-90.9629165 -Republican,14332,22652,0.6327035140384955,39.0622547,-90.9629165 -Other,586,22652,0.025869680381423274,39.0622547,-90.9629165 -Democrat,2041,5550,0.36774774774774777,39.8644404,-93.108019 -Republican,3344,5550,0.6025225225225225,39.8644404,-93.108019 -Other,165,5550,0.02972972972972973,39.8644404,-93.108019 -Democrat,1906,6054,0.3148331681532871,39.778587,-93.5482013 -Republican,4006,6054,0.6617112652791542,39.778587,-93.5482013 -Other,142,6054,0.02345556656755864,39.778587,-93.5482013 -Democrat,2309,7160,0.3224860335195531,39.829795,-92.56434 -Republican,4701,7160,0.6565642458100559,39.829795,-92.56434 -Other,150,7160,0.02094972067039106,39.829795,-92.56434 -Democrat,1588,4930,0.32210953346855986,37.4744807,-90.3434128 -Republican,3227,4930,0.6545638945233265,37.4744807,-90.3434128 -Other,115,4930,0.02332657200811359,37.4744807,-90.3434128 -Democrat,1299,4538,0.2862494490965183,38.1626154,-91.923601 -Republican,3165,4538,0.6974438078448656,38.1626154,-91.923601 -Other,74,4538,0.01630674305861613,38.1626154,-91.923601 -Democrat,4031,12158,0.33155124198058894,39.8075383,-91.6353791 -Republican,7923,12158,0.6516696825135713,39.8075383,-91.6353791 -Other,204,12158,0.016779075505839777,39.8075383,-91.6353791 -Democrat,353,1655,0.21329305135951662,40.4214135,-93.5676313 -Republican,1255,1655,0.7583081570996979,40.4214135,-93.5676313 -Other,47,1655,0.0283987915407855,40.4214135,-93.5676313 -Democrat,2651,11019,0.24058444504946003,38.2166802,-92.4298762 -Republican,8099,11019,0.7350031763317906,38.2166802,-92.4298762 -Other,269,11019,0.024412378618749432,38.2166802,-92.4298762 -Democrat,1858,4920,0.3776422764227642,36.826264,-89.2959286 -Republican,2997,4920,0.6091463414634146,36.826264,-89.2959286 -Other,65,4920,0.013211382113821139,36.826264,-89.2959286 -Democrat,1608,6443,0.24957318019556107,38.6330371,-92.5836417 -Republican,4704,6443,0.7300946763929846,38.6330371,-92.5836417 -Other,131,6443,0.02033214341145429,38.6330371,-92.5836417 -Democrat,1398,4057,0.3445895982252896,39.4982695,-92.0064582 -Republican,2564,4057,0.6319940842987429,39.4982695,-92.0064582 -Other,95,4057,0.023416317475967462,39.4982695,-92.0064582 -Democrat,1740,5327,0.32663788248545145,38.9351835,-91.465427 -Republican,3490,5327,0.6551529941805895,38.9351835,-91.465427 -Other,97,5327,0.018209123333959076,38.9351835,-91.465427 -Democrat,2773,8688,0.3191758747697974,38.4208062,-92.8748346 -Republican,5733,8688,0.6598756906077348,38.4208062,-92.8748346 -Other,182,8688,0.02094843462246777,38.4208062,-92.8748346 -Democrat,6425,25083,0.2561495833831679,36.9083713,-94.335034 -Republican,18181,25083,0.7248335526053502,36.9083713,-94.335034 -Other,477,25083,0.01901686401148188,36.9083713,-94.335034 -Democrat,3172,8976,0.3533868092691622,40.3611359,-94.8831457 -Republican,5593,8976,0.6231060606060606,40.3611359,-94.8831457 -Other,211,8976,0.023507130124777183,40.3611359,-94.8831457 -Democrat,1419,4421,0.3209681067631758,36.6853104,-91.4018272 -Republican,2886,4421,0.6527934856367338,36.6853104,-91.4018272 -Other,116,4421,0.026238407600090476,36.6853104,-91.4018272 -Democrat,1473,6919,0.2128920364214482,38.4642535,-91.8595036 -Republican,5329,6919,0.7701980054921231,38.4642535,-91.8595036 -Other,117,6919,0.016909958086428676,38.4642535,-91.8595036 -Democrat,1261,4453,0.28317987873343814,36.6495904,-92.4585492 -Republican,3080,4453,0.6916685380642263,36.6495904,-92.4585492 -Other,112,4453,0.025151583202335504,36.6495904,-92.4585492 -Democrat,2671,6335,0.42162588792423045,36.2099162,-89.7859419 -Republican,3598,6335,0.5679558011049723,36.2099162,-89.7859419 -Other,66,6335,0.010418310970797158,36.2099162,-89.7859419 -Democrat,2184,7987,0.27344434706397897,37.7111296,-89.8021249 -Republican,5669,7987,0.7097783898835608,37.7111296,-89.8021249 -Other,134,7987,0.01677726305246025,37.7111296,-89.8021249 -Democrat,5904,17175,0.34375545851528383,38.7273667,-93.2852073 -Republican,10842,17175,0.6312663755458515,38.7273667,-93.2852073 -Other,429,17175,0.02497816593886463,38.7273667,-93.2852073 -Democrat,5798,18190,0.31874656404617924,37.8663263,-91.7903492 -Republican,11895,18190,0.6539307311709731,37.8663263,-91.7903492 -Other,497,18190,0.027322704782847717,37.8663263,-91.7903492 -Democrat,2582,7321,0.35268405955470566,39.3399592,-91.1716071 -Republican,4577,7321,0.6251878158721487,39.3399592,-91.1716071 -Other,162,7321,0.022128124573145745,39.3399592,-91.1716071 -Democrat,19175,45552,0.4209474885844749,39.3786957,-94.7614717 -Republican,25618,45552,0.5623902353354409,39.3786957,-94.7614717 -Other,759,45552,0.0166622760800843,39.3786957,-94.7614717 -Democrat,3580,13119,0.2728866529461087,37.6167611,-93.4008166 -Republican,9252,13119,0.7052366796249714,37.6167611,-93.4008166 -Other,287,13119,0.021876667428919888,37.6167611,-93.4008166 -Democrat,4199,13571,0.3094097708348685,37.8248346,-92.2070224 -Republican,9092,13571,0.6699579986736424,37.8248346,-92.2070224 -Other,280,13571,0.020632230491489205,37.8248346,-92.2070224 -Democrat,587,2309,0.25422260718925943,40.4786055,-93.0145314 -Republican,1673,2309,0.7245560848852317,40.4786055,-93.0145314 -Other,49,2309,0.02122130792550888,40.4786055,-93.0145314 -Democrat,1736,5036,0.34471803018268465,39.5534554,-91.5247867 -Republican,3231,5036,0.6415806195393169,39.5534554,-91.5247867 -Other,69,5036,0.013701350277998412,39.5534554,-91.5247867 -Democrat,3031,9944,0.30480691874497184,39.4392486,-92.4929595 -Republican,6667,9944,0.6704545454545454,39.4392486,-92.4929595 -Other,246,9944,0.024738535800482703,39.4392486,-92.4929595 -Democrat,4275,10367,0.4123661618597473,39.3084005,-93.9957462 -Republican,5815,10367,0.5609144400501591,39.3084005,-93.9957462 -Other,277,10367,0.026719398090093566,39.3084005,-93.9957462 -Democrat,1157,3202,0.3613366645846346,37.3664637,-90.9722821 -Republican,1931,3202,0.6030605871330419,37.3664637,-90.9722821 -Other,114,3202,0.03560274828232355,37.3664637,-90.9722821 -Democrat,1396,5263,0.26524795743872315,36.6501703,-90.874834 -Republican,3743,5263,0.7111913357400722,36.6501703,-90.874834 -Other,124,5263,0.023560706821204636,36.6501703,-90.874834 -Democrat,3790,9108,0.41611769872639437,39.1358403,-93.2041639 -Republican,5104,9108,0.5603864734299517,39.1358403,-93.2041639 -Other,214,9108,0.023495827843653932,39.1358403,-93.2041639 -Democrat,697,1939,0.3594636410520887,40.4693611,-92.5190156 -Republican,1174,1939,0.6054667354306343,40.4693611,-92.5190156 -Other,68,1939,0.035069623517276945,40.4693611,-92.5190156 -Democrat,643,1936,0.33212809917355374,40.4476855,-92.1428235 -Republican,1246,1936,0.643595041322314,40.4476855,-92.1428235 -Other,47,1936,0.02427685950413223,40.4476855,-92.1428235 -Democrat,5122,16999,0.3013118418730514,37.0477927,-89.5680975 -Republican,11623,16999,0.6837461027119243,37.0477927,-89.5680975 -Other,254,16999,0.014942055415024413,37.0477927,-89.5680975 -Democrat,1302,3692,0.35265438786565545,37.1524984,-91.3913284 -Republican,2262,3692,0.6126760563380281,37.1524984,-91.3913284 -Other,128,3692,0.03466955579631636,37.1524984,-91.3913284 -Democrat,966,3232,0.2988861386138614,39.7975309,-92.0887194 -Republican,2188,3232,0.676980198019802,39.7975309,-92.0887194 -Other,78,3232,0.024133663366336634,39.7975309,-92.0887194 -Democrat,3153,12866,0.2450645111145655,36.8515565,-89.9474812 -Republican,9496,12866,0.7380693300170993,36.8515565,-89.9474812 -Other,217,12866,0.016866158868335146,36.8515565,-89.9474812 -Democrat,3923,15984,0.24543293293293295,36.751004,-93.4737009 -Republican,11787,15984,0.737424924924925,36.751004,-93.4737009 -Other,274,15984,0.01714214214214214,36.751004,-93.4737009 -Democrat,908,2595,0.34990366088631986,40.209587,-93.1097826 -Republican,1610,2595,0.6204238921001927,40.209587,-93.1097826 -Other,77,2595,0.029672447013487476,40.209587,-93.1097826 -Democrat,5479,21659,0.2529664342767441,36.6498267,-93.0428188 -Republican,15746,21659,0.7269957061729535,36.6498267,-93.0428188 -Other,434,21659,0.020037859550302416,36.6498267,-93.0428188 -Democrat,2871,10764,0.26672240802675584,37.3142565,-91.9644783 -Republican,7618,10764,0.7077294685990339,37.3142565,-91.9644783 -Other,275,10764,0.025548123374210332,37.3142565,-91.9644783 -Democrat,2580,8521,0.30278136368970776,37.8501957,-94.3415972 -Republican,5758,8521,0.6757422837695106,37.8501957,-94.3415972 -Other,183,8521,0.021476352540781597,37.8501957,-94.3415972 -Democrat,5219,14676,0.3556146088852548,38.761902,-91.1593065 -Republican,9150,14676,0.6234668847097302,38.761902,-91.1593065 -Other,307,14676,0.02091850640501499,38.761902,-91.1593065 -Democrat,3417,8695,0.39298447383553764,37.9426107,-90.8970179 -Republican,5071,8695,0.5832087406555492,37.9426107,-90.8970179 -Other,207,8695,0.02380678550891317,37.9426107,-90.8970179 -Democrat,1813,5720,0.31695804195804195,37.1110737,-90.4539307 -Republican,3790,5720,0.6625874125874126,37.1110737,-90.4539307 -Other,117,5720,0.020454545454545454,37.1110737,-90.4539307 -Democrat,4409,15429,0.2857605807246095,37.2808043,-92.8760795 -Republican,10708,15429,0.6940177587659602,37.2808043,-92.8760795 -Other,312,15429,0.020221660509430292,37.2808043,-92.8760795 -Democrat,341,1048,0.32538167938931295,40.4804994,-94.4191982 -Republican,664,1048,0.6335877862595419,40.4804994,-94.4191982 -Other,43,1048,0.04103053435114504,40.4804994,-94.4191982 -Democrat,1953,7955,0.24550597108736644,37.2676331,-92.479989 -Republican,5830,7955,0.732872407291012,37.2676331,-92.479989 -Other,172,7955,0.021621621621621623,37.2676331,-92.479989 -Democrat,1371,4812,0.28491271820448877,45.1338633,-112.8928694 -Republican,3289,4812,0.6834995843724023,45.1338633,-112.8928694 -Other,152,4812,0.03158769742310889,45.1338633,-112.8928694 -Democrat,1616,2859,0.565232598810773,48.4282823,-108.9676475 -Republican,1178,2859,0.4120321790835957,48.4282823,-108.9676475 -Other,65,2859,0.02273522210563134,48.4282823,-108.9676475 -Democrat,764,3011,0.2537363002324809,46.3298486,-111.4978728 -Republican,2152,3011,0.7147127200265693,46.3298486,-111.4978728 -Other,95,3011,0.03155097974094985,46.3298486,-111.4978728 -Democrat,2146,5846,0.3670886075949367,45.2244683,-109.0285543 -Republican,3533,5846,0.6043448511802942,45.2244683,-109.0285543 -Other,167,5846,0.028566541224769072,45.2244683,-109.0285543 -Democrat,96,794,0.12090680100755667,45.5168247,-104.5153243 -Republican,678,794,0.853904282115869,45.5168247,-104.5153243 -Other,20,794,0.02518891687657431,45.5168247,-104.5153243 -Democrat,15232,34564,0.4406897349843768,47.3165751,-111.3502622 -Republican,18345,34564,0.5307545422983451,47.3165751,-111.3502622 -Other,987,34564,0.028555722717278093,47.3165751,-111.3502622 -Democrat,978,2821,0.3466855724920241,47.8868343,-110.4362004 -Republican,1758,2821,0.6231832683445586,47.8868343,-110.4362004 -Other,85,2821,0.03013115916341723,47.8868343,-110.4362004 -Democrat,1833,5365,0.34165890027958995,46.2614136,-105.5503521 -Republican,3373,5365,0.6287045666356011,46.2614136,-105.5503521 -Other,159,5365,0.029636533084808948,46.2614136,-105.5503521 -Democrat,237,1007,0.23535253227408143,48.794429,-105.5417385 -Republican,740,1007,0.7348560079443893,48.794429,-105.5417385 -Other,30,1007,0.029791459781529295,48.794429,-105.5417385 -Democrat,1219,4423,0.275604793126837,47.2661301,-104.8982713 -Republican,3029,4423,0.6848293013791544,47.2661301,-104.8982713 -Other,175,4423,0.03956590549400859,47.2661301,-104.8982713 -Democrat,237,1405,0.1686832740213523,46.3181841,-104.4057182 -Republican,1128,1405,0.802846975088968,46.3181841,-104.4057182 -Other,40,1405,0.028469750889679714,46.3181841,-104.4057182 -Democrat,1640,6071,0.2701367155328611,47.2252211,-109.2321376 -Republican,4257,6071,0.7012024378191402,47.2252211,-109.2321376 -Other,174,6071,0.028660846647998683,47.2252211,-109.2321376 -Democrat,13892,43476,0.3195326156960162,48.3146779,-114.0542951 -Republican,28309,43476,0.6511408593246849,48.3146779,-114.0542951 -Other,1275,43476,0.029326524979298923,48.3146779,-114.0542951 -Democrat,21961,47882,0.45864834384528635,45.5180536,-111.1639214 -Republican,24358,47882,0.5087089094022806,45.5180536,-111.1639214 -Other,1563,47882,0.03264274675243307,45.5180536,-111.1639214 -Democrat,66,700,0.09428571428571429,47.2671843,-106.9959912 -Republican,622,700,0.8885714285714286,47.2671843,-106.9959912 -Other,12,700,0.017142857142857144,47.2671843,-106.9959912 -Democrat,2924,4452,0.6567834681042228,48.7056706,-112.9905023 -Republican,1415,4452,0.31783468104222823,48.7056706,-112.9905023 -Other,113,4452,0.025381850853548965,48.7056706,-112.9905023 -Democrat,533,1705,0.3126099706744868,46.3959554,-113.4273564 -Republican,1107,1705,0.649266862170088,46.3959554,-113.4273564 -Other,65,1705,0.03812316715542522,46.3959554,-113.4273564 -Democrat,3403,6820,0.49897360703812316,48.6319595,-110.106321 -Republican,3164,6820,0.46392961876832844,48.6319595,-110.106321 -Other,253,6820,0.037096774193548385,48.6319595,-110.106321 -Democrat,2272,6520,0.34846625766871164,46.1242317,-112.0594284 -Republican,4055,6520,0.6219325153374233,46.1242317,-112.0594284 -Other,193,6520,0.02960122699386503,46.1242317,-112.0594284 -Democrat,5805,13304,0.4363349368610944,47.6429007,-114.0836866 -Republican,7135,13304,0.5363048707155743,47.6429007,-114.0836866 -Other,364,13304,0.02736019242333133,47.6429007,-114.0836866 -Democrat,257,988,0.2601214574898785,48.5596541,-111.0369242 -Republican,702,988,0.7105263157894737,48.5596541,-111.0369242 -Other,29,988,0.029352226720647773,48.5596541,-111.0369242 -Democrat,2552,8889,0.2870964112948588,48.5523847,-115.4631849 -Republican,6057,8889,0.6814039824502194,48.5523847,-115.4631849 -Other,280,8889,0.03149960625492181,48.5523847,-115.4631849 -Democrat,1289,4530,0.28454746136865344,45.3252895,-111.9137914 -Republican,3130,4530,0.6909492273730684,45.3252895,-111.9137914 -Other,111,4530,0.024503311258278145,45.3252895,-111.9137914 -Democrat,269,972,0.2767489711934156,46.5856996,-110.9217396 -Republican,670,972,0.6893004115226338,46.5856996,-110.9217396 -Other,33,972,0.033950617283950615,46.5856996,-110.9217396 -Democrat,700,2017,0.34705007436787305,47.1519417,-115.0656272 -Republican,1216,2017,0.6028755577590481,47.1519417,-115.0656272 -Other,101,2017,0.05007436787307883,47.1519417,-115.0656272 -Democrat,32824,57192,0.5739264232759826,47.0272632,-113.8926911 -Republican,22652,57192,0.39606938033291367,47.0272632,-113.8926911 -Other,1716,57192,0.03000419639110365,47.0272632,-113.8926911 -Democrat,492,2407,0.2044038221852929,46.5052807,-108.4397631 -Republican,1833,2407,0.7615288741171583,46.5052807,-108.4397631 -Other,82,2407,0.03406730369754882,46.5052807,-108.4397631 -Democrat,3783,8768,0.4314552919708029,45.4214291,-110.5327601 -Republican,4709,8768,0.537066605839416,45.4214291,-110.5327601 -Other,276,8768,0.031478102189781025,45.4214291,-110.5327601 -Democrat,49,298,0.1644295302013423,47.1419168,-108.2265753 -Republican,240,298,0.8053691275167785,47.1419168,-108.2265753 -Other,9,298,0.030201342281879196,47.1419168,-108.2265753 -Democrat,471,2228,0.2114003590664273,48.2501432,-107.9288973 -Republican,1688,2228,0.7576301615798923,48.2501432,-107.9288973 -Other,69,2228,0.03096947935368043,48.2501432,-107.9288973 -Democrat,975,2719,0.35858771607208534,48.2286037,-112.2207612 -Republican,1673,2719,0.6152997425524089,48.2286037,-112.2207612 -Other,71,2719,0.0261125413755057,48.2286037,-112.2207612 -Democrat,888,2776,0.31988472622478387,46.8442254,-112.9310998 -Republican,1806,2776,0.6505763688760807,46.8442254,-112.9310998 -Other,82,2776,0.029538904899135448,46.8442254,-112.9310998 -Democrat,167,703,0.2375533428165007,46.8123837,-105.5039937 -Republican,520,703,0.7396870554765291,46.8123837,-105.5039937 -Other,16,703,0.02275960170697013,46.8123837,-105.5039937 -Democrat,7285,22206,0.3280644870755652,46.0777441,-114.105795 -Republican,14307,22206,0.6442853282896515,46.0777441,-114.105795 -Other,614,22206,0.02765018463478339,46.0777441,-114.105795 -Democrat,1002,4645,0.21571582346609258,47.785633,-104.5634082 -Republican,3510,4645,0.7556512378902045,47.785633,-104.5634082 -Other,133,4645,0.028632938643702907,47.785633,-104.5634082 -Democrat,2086,3672,0.568082788671024,48.2827471,-104.9951698 -Republican,1514,3672,0.41230936819172115,48.2827471,-104.9951698 -Other,72,3672,0.0196078431372549,48.2827471,-104.9951698 -Democrat,1422,3523,0.4036332671019018,46.1732331,-106.6667462 -Republican,2004,3523,0.5688333806414987,46.1732331,-106.6667462 -Other,97,3523,0.02753335225659949,46.1732331,-106.6667462 -Democrat,1720,5901,0.29147602101338754,47.7564968,-115.1803062 -Republican,3980,5901,0.6744619556007456,47.7564968,-115.1803062 -Other,201,5901,0.0340620233858668,47.7564968,-115.1803062 -Democrat,665,1928,0.3449170124481328,48.7055228,-104.5339129 -Republican,1207,1928,0.6260373443983402,48.7055228,-104.5339129 -Other,56,1928,0.029045643153526972,48.7055228,-104.5339129 -Democrat,1248,4702,0.2654189706507869,45.6585447,-109.3815759 -Republican,3337,4702,0.7096980008507018,45.6585447,-109.3815759 -Other,117,4702,0.024883028498511272,45.6585447,-109.3815759 -Democrat,1082,3281,0.3297775068576653,47.8190352,-112.2817249 -Republican,2113,3281,0.6440109722645535,47.8190352,-112.2817249 -Other,86,3281,0.026211520877781166,47.8190352,-112.2817249 -Democrat,582,2102,0.2768791627021884,48.6451246,-111.7334723 -Republican,1440,2102,0.6850618458610847,48.6451246,-111.7334723 -Other,80,2102,0.038058991436726926,48.6451246,-111.7334723 -Democrat,114,455,0.25054945054945055,46.2294408,-107.2857723 -Republican,319,455,0.701098901098901,46.2294408,-107.2857723 -Other,22,455,0.04835164835164835,46.2294408,-107.2857723 -Democrat,1385,3859,0.35890126975900494,48.3498496,-106.6704238 -Republican,2337,3859,0.6055973050012957,48.3498496,-106.6704238 -Other,137,3859,0.0355014252396994,48.3498496,-106.6704238 -Democrat,272,992,0.27419354838709675,46.4970466,-109.8571467 -Republican,693,992,0.6985887096774194,46.4970466,-109.8571467 -Other,27,992,0.02721774193548387,46.4970466,-109.8571467 -Democrat,98,544,0.1801470588235294,46.9629657,-104.2745184 -Republican,421,544,0.7738970588235294,46.9629657,-104.2745184 -Other,25,544,0.04595588235294118,46.9629657,-104.2745184 -Democrat,26403,68807,0.3837254930457657,45.9369867,-108.2766564 -Republican,40500,68807,0.5886029037743253,45.9369867,-108.2766564 -Other,1904,68807,0.02767160317990902,45.9369867,-108.2766564 -Democrat,4062,12670,0.3205998421468035,40.5206322,-98.5000441 -Republican,8316,12670,0.656353591160221,40.5206322,-98.5000441 -Other,292,12670,0.023046566692975532,40.5206322,-98.5000441 -Democrat,571,3232,0.1766707920792079,42.1832253,-98.0580367 -Republican,2596,3232,0.8032178217821783,42.1832253,-98.0580367 -Other,65,3232,0.020111386138613862,42.1832253,-98.0580367 -Democrat,30,262,0.11450381679389313,41.5719297,-101.6959166 -Republican,227,262,0.8664122137404581,41.5719297,-101.6959166 -Other,5,262,0.019083969465648856,41.5719297,-101.6959166 -Democrat,55,411,0.13381995133819952,41.5397495,-103.7262626 -Republican,346,411,0.8418491484184915,41.5397495,-103.7262626 -Other,10,411,0.024330900243309004,41.5397495,-103.7262626 -Democrat,29,303,0.09570957095709572,41.931945,-99.9964074 -Republican,268,303,0.8844884488448845,41.931945,-99.9964074 -Other,6,303,0.019801980198019802,41.931945,-99.9964074 -Democrat,615,2806,0.21917320028510334,41.7039345,-98.0704764 -Republican,2138,2806,0.7619387027797576,41.7039345,-98.0704764 -Other,53,2806,0.018888096935138987,41.7039345,-98.0704764 -Democrat,188,1071,0.17553688141923435,42.8944477,-98.7730221 -Republican,873,1071,0.8151260504201681,42.8944477,-98.7730221 -Other,10,1071,0.009337068160597572,42.8944477,-98.7730221 -Democrat,224,1555,0.1440514469453376,42.3595618,-99.9239198 -Republican,1302,1555,0.8372990353697749,42.3595618,-99.9239198 -Other,29,1555,0.01864951768488746,42.3595618,-99.9239198 -Democrat,5365,19453,0.275792936822084,40.855226,-99.0749833 -Republican,13570,19453,0.6975787796226803,40.855226,-99.0749833 -Other,518,19453,0.026628283555235697,40.855226,-99.0749833 -Democrat,1291,3375,0.38251851851851854,41.8541794,-96.3377462 -Republican,2029,3375,0.6011851851851852,41.8541794,-96.3377462 -Other,55,3375,0.016296296296296295,41.8541794,-96.3377462 -Democrat,1045,3859,0.2707955428867582,41.2260724,-97.1320395 -Republican,2738,3859,0.7095102358123866,41.2260724,-97.1320395 -Other,76,3859,0.019694221300855144,41.2260724,-97.1320395 -Democrat,4367,12180,0.35853858784893267,40.9098778,-96.1406086 -Republican,7556,12180,0.6203612479474548,40.9098778,-96.1406086 -Other,257,12180,0.02110016420361248,40.9098778,-96.1406086 -Democrat,958,4334,0.22104291647438856,42.6045604,-97.2568696 -Republican,3278,4334,0.7563451776649747,42.6045604,-97.2568696 -Other,98,4334,0.022611905860636824,42.6045604,-97.2568696 -Democrat,254,1867,0.13604713444027852,40.5303903,-101.6941918 -Republican,1584,1867,0.8484199250133905,40.5303903,-101.6941918 -Other,29,1867,0.015532940546331012,40.5303903,-101.6941918 -Democrat,436,3064,0.1422976501305483,42.571323,-101.0476532 -Republican,2557,3064,0.8345300261096605,42.571323,-101.0476532 -Other,71,3064,0.023172323759791124,42.571323,-101.0476532 -Democrat,1084,4649,0.23316842331684234,41.2142358,-103.0119289 -Republican,3449,4649,0.7418799741879974,41.2142358,-103.0119289 -Other,116,4649,0.02495160249516025,41.2142358,-103.0119289 -Democrat,667,2947,0.22633186291143537,40.5236693,-98.0508585 -Republican,2232,2947,0.7573803868340685,40.5236693,-98.0508585 -Other,48,2947,0.016287750254496098,40.5236693,-98.0508585 -Democrat,969,3069,0.31573802541544477,41.57496,-97.0889449 -Republican,2051,3069,0.6682958618442489,41.57496,-97.0889449 -Other,49,3069,0.01596611274030629,41.57496,-97.0889449 -Democrat,1031,3976,0.2593058350100604,41.9158651,-96.7885168 -Republican,2876,3976,0.7233400402414487,41.9158651,-96.7885168 -Other,69,3976,0.017354124748490945,41.9158651,-96.7885168 -Democrat,1083,5498,0.19698072026191343,41.3938927,-99.7268662 -Republican,4296,5498,0.7813750454710804,41.3938927,-99.7268662 -Other,119,5498,0.021644234267006183,41.3938927,-99.7268662 -Democrat,2922,6136,0.4762059973924381,42.3916449,-96.5613555 -Republican,3094,6136,0.5042372881355932,42.3916449,-96.5613555 -Other,120,6136,0.01955671447196871,42.3916449,-96.5613555 -Democrat,1132,3728,0.30364806866952787,42.7112144,-103.1348721 -Republican,2478,3728,0.6646995708154506,42.7112144,-103.1348721 -Other,118,3728,0.03165236051502146,42.7112144,-103.1348721 -Democrat,2199,7859,0.27980659116935996,40.8673784,-99.8151537 -Republican,5460,7859,0.6947448784832676,40.8673784,-99.8151537 -Other,200,7859,0.02544853034737244,40.8673784,-99.8151537 -Democrat,215,1017,0.21140609636184857,41.1119026,-102.332609 -Republican,763,1017,0.7502458210422812,41.1119026,-102.332609 -Other,39,1017,0.038348082595870206,41.1119026,-102.332609 -Democrat,870,2686,0.3239017125837677,42.4852801,-96.8558616 -Republican,1745,2686,0.6496649292628444,42.4852801,-96.8558616 -Other,71,2686,0.02643335815338794,42.4852801,-96.8558616 -Democrat,5673,14950,0.3794648829431438,41.5770082,-96.6458526 -Republican,8995,14950,0.6016722408026756,41.5770082,-96.6458526 -Other,282,14950,0.0188628762541806,41.5770082,-96.6458526 -Democrat,106456,223927,0.4754049310712866,41.2970908,-96.1540664 -Republican,113220,223927,0.5056112036511899,41.2970908,-96.1540664 -Other,4251,223927,0.01898386527752348,41.2970908,-96.1540664 -Democrat,176,985,0.17868020304568527,40.180165,-101.6811327 -Republican,792,985,0.8040609137055837,40.180165,-101.6811327 -Other,17,985,0.017258883248730966,40.180165,-101.6811327 -Democrat,807,2879,0.2803056616880861,40.5250399,-97.5967053 -Republican,2007,2879,0.6971170545328239,40.5250399,-97.5967053 -Other,65,2879,0.022577283779089963,40.5250399,-97.5967053 -Democrat,384,1536,0.25,40.1832031,-98.96208 -Republican,1112,1536,0.7239583333333334,40.1832031,-98.96208 -Other,40,1536,0.026041666666666668,40.1832031,-98.96208 -Democrat,271,1305,0.20766283524904214,40.5309469,-100.4066834 -Republican,1007,1305,0.7716475095785441,40.5309469,-100.4066834 -Other,27,1305,0.020689655172413793,40.5309469,-100.4066834 -Democrat,423,2240,0.1888392857142857,40.191865,-99.9096631 -Republican,1782,2240,0.7955357142857142,40.191865,-99.9096631 -Other,35,2240,0.015625,40.191865,-99.9096631 -Democrat,3903,9661,0.40399544560604495,40.2552337,-96.6834528 -Republican,5513,9661,0.5706448607804575,40.2552337,-96.6834528 -Other,245,9661,0.025359693613497568,40.2552337,-96.6834528 -Democrat,242,1091,0.22181484876260313,41.6333638,-102.3029845 -Republican,829,1091,0.7598533455545371,41.6333638,-102.3029845 -Other,20,1091,0.01833180568285976,41.6333638,-102.3029845 -Democrat,149,940,0.15851063829787235,41.9068675,-98.951231 -Republican,769,940,0.8180851063829787,41.9068675,-98.951231 -Other,22,940,0.023404255319148935,41.9068675,-98.951231 -Democrat,230,978,0.23517382413087934,40.5090947,-99.8232058 -Republican,734,978,0.7505112474437627,40.5090947,-99.8232058 -Other,14,978,0.014314928425357873,40.5090947,-99.8232058 -Democrat,30,363,0.08264462809917356,41.9139574,-101.7559645 -Republican,322,363,0.8870523415977961,41.9139574,-101.7559645 -Other,11,363,0.030303030303030304,41.9139574,-101.7559645 -Democrat,340,1185,0.2869198312236287,41.5675715,-98.5305655 -Republican,820,1185,0.6919831223628692,41.5675715,-98.5305655 -Other,25,1185,0.02109704641350211,41.5675715,-98.5305655 -Democrat,7161,20229,0.3539967373572594,40.8660265,-98.5026645 -Republican,12646,20229,0.6251421226951407,40.8660265,-98.5026645 -Other,422,20229,0.020861139947599982,40.8660265,-98.5026645 -Democrat,1146,4871,0.23526996509956888,40.8728173,-98.0223294 -Republican,3600,4871,0.739067953192363,40.8728173,-98.0223294 -Other,125,4871,0.02566208170806816,40.8728173,-98.0223294 -Democrat,354,1778,0.19910011248593926,40.1787663,-99.4034177 -Republican,1395,1778,0.7845894263217098,40.1787663,-99.4034177 -Other,29,1778,0.016310461192350956,40.1787663,-99.4034177 -Democrat,51,539,0.09461966604823747,40.5372337,-101.0479627 -Republican,476,539,0.8831168831168831,40.5372337,-101.0479627 -Other,12,539,0.022263450834879406,40.5372337,-101.0479627 -Democrat,274,1495,0.18327759197324414,40.1768964,-101.044217 -Republican,1178,1495,0.7879598662207358,40.1768964,-101.044217 -Other,43,1495,0.028762541806020066,40.1768964,-101.044217 -Democrat,882,4939,0.17857865964770198,42.4592867,-98.7847662 -Republican,3922,4939,0.7940878720388743,42.4592867,-98.7847662 -Other,135,4939,0.02733346831342377,42.4592867,-98.7847662 -Democrat,59,395,0.14936708860759493,41.920317,-101.117324 -Republican,330,395,0.8354430379746836,41.920317,-101.117324 -Other,6,395,0.015189873417721518,41.920317,-101.117324 -Democrat,914,2870,0.3184668989547038,41.2168513,-98.5133417 -Republican,1890,2870,0.6585365853658537,41.2168513,-98.5133417 -Other,66,2870,0.022996515679442508,41.2168513,-98.5133417 -Democrat,1195,3446,0.3467788740568775,40.1757356,-97.1431027 -Republican,2166,3446,0.628554846198491,40.1757356,-97.1431027 -Other,85,3446,0.024666279744631456,40.1757356,-97.1431027 -Democrat,790,2063,0.3829374697043141,40.3950099,-96.2653668 -Republican,1225,2063,0.5937954435288415,40.3950099,-96.2653668 -Other,48,2063,0.0232670867668444,40.3950099,-96.2653668 -Democrat,773,3180,0.2430817610062893,40.5091198,-98.9476019 -Republican,2349,3180,0.7386792452830189,40.5091198,-98.9476019 -Other,58,3180,0.018238993710691823,40.5091198,-98.9476019 -Democrat,928,4058,0.22868408082799407,41.1942448,-101.6444493 -Republican,3044,4058,0.7501232134056185,41.1942448,-101.6444493 -Other,86,4058,0.021192705766387383,41.1942448,-101.6444493 -Democrat,395,1687,0.23414344991108477,41.1992736,-103.7031528 -Republican,1235,1687,0.7320687611144042,41.1992736,-103.7031528 -Other,57,1687,0.033787788974510964,41.1992736,-103.7031528 -Democrat,1059,4036,0.26238850346878095,42.6344045,-97.8913492 -Republican,2885,4036,0.714816650148662,42.6344045,-97.8913492 -Other,92,4036,0.022794846382556987,42.6344045,-97.8913492 -Democrat,62015,127355,0.48694593851831497,40.7835474,-96.6886584 -Republican,62434,127355,0.4902359546150524,40.7835474,-96.6886584 -Other,2906,127355,0.022818106866632642,40.7835474,-96.6886584 -Democrat,4450,15655,0.28425423187480037,41.0503221,-100.7444808 -Republican,10728,15655,0.6852762695624401,41.0503221,-100.7444808 -Other,477,15655,0.030469498562759503,41.0503221,-100.7444808 -Democrat,68,431,0.15777262180974477,41.5421555,-100.4436647 -Republican,356,431,0.8259860788863109,41.5421555,-100.4436647 -Other,7,431,0.016241299303944315,41.5421555,-100.4436647 -Democrat,62,358,0.17318435754189945,41.9031834,-99.5098521 -Republican,290,358,0.8100558659217877,41.9031834,-99.5098521 -Other,6,358,0.01675977653631285,41.9031834,-99.5098521 -Democrat,3485,13885,0.25099027727763773,41.9099293,-97.6068564 -Republican,10062,13885,0.7246669067338855,41.9099293,-97.6068564 -Other,338,13885,0.024342815988476773,41.9099293,-97.6068564 -Democrat,925,3489,0.26511894525652047,41.1697896,-98.0310573 -Republican,2490,3489,0.7136715391229579,41.1697896,-98.0310573 -Other,74,3489,0.02120951562052164,41.1697896,-98.0310573 -Democrat,455,2190,0.20776255707762556,41.7322039,-102.9905936 -Republican,1681,2190,0.7675799086757991,41.7322039,-102.9905936 -Other,54,2190,0.024657534246575342,41.7322039,-102.9905936 -Democrat,481,1621,0.29673041332510797,41.4023855,-97.9914083 -Republican,1106,1621,0.6822948797038865,41.4023855,-97.9914083 -Other,34,1621,0.020974706971005553,41.4023855,-97.9914083 -Democrat,1128,3214,0.3509645301804605,40.3873891,-95.8527214 -Republican,2012,3214,0.6260112009956441,40.3873891,-95.8527214 -Other,74,3214,0.023024268823895456,40.3873891,-95.8527214 -Democrat,568,2191,0.25924235508900045,40.1764918,-98.0468422 -Republican,1574,2191,0.7183934276586034,40.1764918,-98.0468422 -Other,49,2191,0.022364217252396165,40.1764918,-98.0468422 -Democrat,2561,6982,0.3668003437410484,40.6379916,-96.1310274 -Republican,4258,6982,0.6098539100544257,40.6379916,-96.1310274 -Other,163,6982,0.023345746204525925,40.6379916,-96.1310274 -Democrat,400,1341,0.29828486204325133,40.1378496,-96.2452254 -Republican,899,1341,0.6703952274422073,40.1378496,-96.2452254 -Other,42,1341,0.03131991051454139,40.1378496,-96.2452254 -Democrat,238,1394,0.17073170731707318,40.8576462,-101.6274676 -Republican,1135,1394,0.8142037302725968,40.8576462,-101.6274676 -Other,21,1394,0.015064562410329985,40.8576462,-101.6274676 -Democrat,880,4380,0.2009132420091324,40.5163647,-99.4065568 -Republican,3400,4380,0.776255707762557,40.5163647,-99.4065568 -Other,100,4380,0.0228310502283105,40.5163647,-99.4065568 -Democrat,637,3431,0.18566015738851646,42.2714129,-97.6109917 -Republican,2707,3431,0.7889828038472748,42.2714129,-97.6109917 -Other,87,3431,0.025357038764208684,42.2714129,-97.6109917 -Democrat,3148,13473,0.23365249016551623,41.5768655,-97.5134673 -Republican,10061,13473,0.7467527647888369,41.5768655,-97.5134673 -Other,264,13473,0.019594745045646848,41.5768655,-97.5134673 -Democrat,528,2457,0.2148962148962149,41.1879253,-97.5706627 -Republican,1890,2457,0.7692307692307693,41.1879253,-97.5706627 -Other,39,2457,0.015873015873015872,41.1879253,-97.5706627 -Democrat,1191,3739,0.3185343674779353,40.1237427,-95.7186026 -Republican,2443,3739,0.6533832575554961,40.1237427,-95.7186026 -Other,105,3739,0.0280823749665686,40.1237427,-95.7186026 -Democrat,103,789,0.13054499366286437,42.394749,-99.4208512 -Republican,672,789,0.8517110266159695,42.394749,-99.4208512 -Other,14,789,0.017743979721166033,42.394749,-99.4208512 -Democrat,2289,4958,0.4616780960064542,40.5168024,-97.131755 -Republican,2557,4958,0.5157321500605083,40.5168024,-97.131755 -Other,112,4958,0.022589753933037516,40.5168024,-97.131755 -Democrat,26671,71490,0.37307315708490696,41.1150635,-96.1091254 -Republican,43213,71490,0.6044621625402155,41.1150635,-96.1091254 -Other,1606,71490,0.022464680374877605,41.1150635,-96.1091254 -Democrat,3307,10312,0.3206943366951125,41.2233882,-96.6420968 -Republican,6770,10312,0.6565166795965865,41.2233882,-96.6420968 -Other,235,10312,0.022788983708301007,41.2233882,-96.6420968 -Democrat,2386,7573,0.3150666842730754,40.8719439,-97.140383 -Republican,5003,7573,0.66063647167569,40.8719439,-97.140383 -Other,184,7573,0.02429684405123465,40.8719439,-97.140383 -Democrat,390,2472,0.15776699029126215,42.5122888,-102.3682795 -Republican,2021,2472,0.8175566343042071,42.5122888,-102.3682795 -Other,61,2472,0.024676375404530743,42.5122888,-102.3682795 -Democrat,552,1530,0.3607843137254902,41.2187425,-98.9728492 -Republican,927,1530,0.6058823529411764,41.2187425,-98.9728492 -Other,51,1530,0.03333333333333333,41.2187425,-98.9728492 -Democrat,101,739,0.13667117726657646,42.4706681,-103.7321705 -Republican,624,739,0.8443843031123139,42.4706681,-103.7321705 -Other,14,739,0.018944519621109608,42.4706681,-103.7321705 -Democrat,614,2644,0.23222390317700453,41.9050454,-97.1771094 -Republican,1949,2644,0.7371406959152799,41.9050454,-97.1771094 -Other,81,2644,0.030635400907715583,41.9050454,-97.1771094 -Democrat,728,2659,0.2737871380218127,40.1738446,-97.5962626 -Republican,1874,2659,0.7047762316660399,40.1738446,-97.5962626 -Other,57,2659,0.021436630312147424,40.1738446,-97.5962626 -Democrat,42,408,0.10294117647058823,41.8557296,-100.5247028 -Republican,360,408,0.8823529411764706,41.8557296,-100.5247028 -Other,6,408,0.014705882352941176,41.8557296,-100.5247028 -Democrat,1247,2215,0.562979683972912,42.1540613,-96.5339428 -Republican,939,2215,0.4239277652370203,42.1540613,-96.5339428 -Other,29,2215,0.01309255079006772,42.1540613,-96.5339428 -Democrat,498,2195,0.22687927107061504,41.5640938,-98.9834841 -Republican,1657,2195,0.7548974943052392,41.5640938,-98.9834841 -Other,40,2195,0.018223234624145785,41.5640938,-98.9834841 -Democrat,3132,10246,0.3056802654694515,41.5339726,-96.2245771 -Republican,6899,10246,0.6733359359750146,41.5339726,-96.2245771 -Other,215,10246,0.020983798555533867,41.5339726,-96.2245771 -Democrat,1074,3682,0.29168929929386206,42.210746,-97.1262433 -Republican,2493,3682,0.6770776751765345,42.210746,-97.1262433 -Other,115,3682,0.031233025529603477,42.210746,-97.1262433 -Democrat,442,1742,0.2537313432835821,40.1806461,-98.4985897 -Republican,1258,1742,0.722158438576349,40.1806461,-98.4985897 -Other,42,1742,0.024110218140068886,40.1806461,-98.4985897 -Democrat,93,448,0.20758928571428573,41.9225747,-98.5208533 -Republican,345,448,0.7700892857142857,41.9225747,-98.5208533 -Other,10,448,0.022321428571428572,41.9225747,-98.5208533 -Democrat,1373,6355,0.21605035405192763,40.8730557,-97.5967418 -Republican,4874,6355,0.766955153422502,40.8730557,-97.5967418 -Other,108,6355,0.016994492525570417,40.8730557,-97.5967418 -Democrat,2961,10265,0.28845591816853383,39.5377097,-118.2641661 -Republican,7061,10265,0.6878714076960546,39.5377097,-118.2641661 -Other,243,10265,0.023672674135411593,39.5377097,-118.2641661 -Democrat,389936,691190,0.5641516804351915,36.2142575,-115.013812 -Republican,289053,691190,0.41819615445825314,36.2142575,-115.013812 -Other,12201,691190,0.017652165106555363,36.2142575,-115.013812 -Democrat,9297,26075,0.3565484180249281,38.9051292,-119.6090191 -Republican,16276,26075,0.6241994247363375,38.9051292,-119.6090191 -Other,502,26075,0.01925215723873442,38.9051292,-119.6090191 -Democrat,3511,15986,0.21962967596647065,41.1411327,-115.3514239 -Republican,12014,15986,0.75153259101714,41.1411327,-115.3514239 -Other,461,15986,0.028837733016389342,41.1411327,-115.3514239 -Democrat,92,435,0.21149425287356322,37.7789658,-117.6323824 -Republican,317,435,0.728735632183908,37.7789658,-117.6323824 -Other,26,435,0.059770114942528735,37.7789658,-117.6323824 -Democrat,107,808,0.13242574257425743,39.9777878,-116.2722082 -Republican,663,808,0.8205445544554455,39.9777878,-116.2722082 -Other,38,808,0.04702970297029703,39.9777878,-116.2722082 -Democrat,1737,5744,0.3024025069637883,41.4079136,-118.1275915 -Republican,3810,5744,0.6633008356545961,41.4079136,-118.1275915 -Other,197,5744,0.0342966573816156,41.4079136,-118.1275915 -Democrat,534,2165,0.24665127020785219,39.9002105,-117.0472398 -Republican,1580,2165,0.7297921478060047,39.9002105,-117.0472398 -Other,51,2165,0.023556581986143188,39.9002105,-117.0472398 -Democrat,400,2152,0.18587360594795538,37.634605,-114.8630367 -Republican,1691,2152,0.7857806691449815,37.634605,-114.8630367 -Other,61,2152,0.028345724907063198,37.634605,-114.8630367 -Democrat,7380,21465,0.3438155136268344,39.0222125,-119.1974246 -Republican,13520,21465,0.6298625669694852,39.0222125,-119.1974246 -Other,565,21465,0.02632191940368041,39.0222125,-119.1974246 -Democrat,863,2035,0.42407862407862407,38.516647,-118.4162794 -Republican,1080,2035,0.5307125307125307,38.516647,-118.4162794 -Other,92,2035,0.04520884520884521,38.516647,-118.4162794 -Democrat,6320,17522,0.360689419016094,37.9658636,-116.4590107 -Republican,10566,17522,0.6030133546398813,37.9658636,-116.4590107 -Other,636,17522,0.03629722634402466,37.9658636,-116.4590107 -Democrat,632,1884,0.3354564755838641,40.439639,-118.4094765 -Republican,1167,1884,0.6194267515923567,40.439639,-118.4094765 -Other,85,1884,0.04511677282377919,40.439639,-118.4094765 -Democrat,920,2314,0.3975799481417459,39.4383853,-119.5246462 -Republican,1321,2314,0.5708729472774416,39.4383853,-119.5246462 -Other,73,2314,0.031547104580812446,39.4383853,-119.5246462 -Democrat,95409,187855,0.5078864017460275,40.7313196,-119.6632695 -Republican,88453,187855,0.47085784248489526,40.7313196,-119.6632695 -Other,3993,187855,0.021255755769077213,40.7313196,-119.6632695 -Democrat,15890,33886,0.4689252198548073,43.5191091,-71.4253661 -Republican,17571,33886,0.518532727380039,43.5191091,-71.4253661 -Other,425,33886,0.01254205276515375,43.5191091,-71.4253661 -Democrat,13977,28592,0.48884303301622833,43.8677742,-71.2015596 -Republican,14207,28592,0.4968872411863458,43.8677742,-71.2015596 -Other,408,28592,0.014269725797425853,43.8677742,-71.2015596 -Democrat,25380,41363,0.6135918574571477,42.9254596,-72.2481828 -Republican,15156,41363,0.3664144283538428,42.9254596,-72.2481828 -Other,827,41363,0.0199937141890095,42.9254596,-72.2481828 -Democrat,9095,15702,0.5792255763596994,44.6525477,-71.2894309 -Republican,6342,15702,0.403897592663355,44.6525477,-71.2894309 -Other,265,15702,0.016876830976945614,44.6525477,-71.2894309 -Democrat,29826,49005,0.6086317722681359,43.9264391,-71.8424242 -Republican,18208,49005,0.3715539230690746,43.9264391,-71.8424242 -Other,971,49005,0.019814304662789512,43.9264391,-71.8424242 -Democrat,102303,205672,0.49740849507954416,42.9115317,-71.7230554 -Republican,99991,205672,0.4861672954996305,42.9115317,-71.7230554 -Other,3378,205672,0.01642420942082539,42.9115317,-71.7230554 -Democrat,44756,80498,0.5559889686700291,43.2995786,-71.6800412 -Republican,34524,80498,0.4288802206265994,43.2995786,-71.6800412 -Other,1218,80498,0.015130810703371512,43.2995786,-71.6800412 -Democrat,80142,170419,0.47026446581660497,42.9886636,-71.0990801 -Republican,87921,170419,0.5159107845956143,42.9886636,-71.0990801 -Other,2356,170419,0.013824749587780705,42.9886636,-71.0990801 -Democrat,36026,63960,0.5632582864290181,43.2932725,-71.0355891 -Republican,26729,63960,0.41790181363352097,43.2932725,-71.0355891 -Other,1205,63960,0.018839899937460915,43.2932725,-71.0355891 -Democrat,12166,21834,0.5572043601722085,43.3611883,-72.2220839 -Republican,9269,21834,0.42452138865988825,43.3611883,-72.2220839 -Other,399,21834,0.01827425116790327,43.3611883,-72.2220839 -Democrat,65600,113179,0.5796128257008809,39.4693555,-74.6337591 -Republican,46522,113179,0.41104798593378633,39.4693555,-74.6337591 -Other,1057,113179,0.009339188365332792,39.4693555,-74.6337591 -Democrat,212754,385407,0.5520242237426928,40.9596985,-74.0747272 -Republican,169070,385407,0.43867911065445103,40.9596985,-74.0747272 -Other,3583,385407,0.009296665602856202,40.9596985,-74.0747272 -Democrat,126377,215936,0.5852521117368109,39.8757858,-74.6630063 -Republican,87401,215936,0.40475418642560756,39.8757858,-74.6630063 -Other,2158,215936,0.009993701837581505,39.8757858,-74.6630063 -Democrat,153682,225428,0.681734300974147,39.8024071,-74.9612493 -Republican,69476,225428,0.30819596500878327,39.8024071,-74.9612493 -Other,2270,225428,0.010069734017069752,39.8024071,-74.9612493 -Democrat,34055,55292,0.6159118859871229,39.3284336,-75.1216277 -Republican,20658,55292,0.37361643637415903,39.3284336,-75.1216277 -Other,579,55292,0.010471677638718079,39.3284336,-75.1216277 -Democrat,236618,303019,0.7808685263960345,40.7874003,-74.2462919 -Republican,64406,303019,0.21254772803025554,40.7874003,-74.2462919 -Other,1995,303019,0.006583745573709899,40.7874003,-74.2462919 -Democrat,74013,135186,0.5474901247170565,39.7228745,-75.1456793 -Republican,59456,135186,0.43980885594662167,39.7228745,-75.1456793 -Other,1717,135186,0.012701019336321808,39.7228745,-75.1456793 -Democrat,153108,197504,0.7752146791963707,40.7313751,-74.0786014 -Republican,42369,197504,0.2145222375243033,40.7313751,-74.0786014 -Other,2027,197504,0.010263083279325989,40.7313751,-74.0786014 -Democrat,26876,66494,0.40418684392576776,40.5652832,-74.9119695 -Republican,38687,66494,0.5818118928023581,40.5652832,-74.9119695 -Other,931,66494,0.014001263271874153,40.5652832,-74.9119695 -Democrat,104377,153511,0.679931731276586,40.2825026,-74.703724 -Republican,47355,153511,0.3084795226400714,40.2825026,-74.703724 -Other,1779,153511,0.011588746083342562,40.2825026,-74.703724 -Democrat,190555,301315,0.6324112639596435,40.4396214,-74.4074303 -Republican,107310,301315,0.3561389243814613,40.4396214,-74.4074303 -Other,3450,301315,0.011449811658895177,40.4396214,-74.4074303 -Democrat,133145,283978,0.4688567424237089,40.2870481,-74.1524456 -Republican,147513,283978,0.5194522110867743,40.2870481,-74.1524456 -Other,3320,283978,0.011691046489516793,40.2870481,-74.1524456 -Democrat,100146,227392,0.44041127216436815,40.8588961,-74.5472917 -Republican,124947,227392,0.5494784337179848,40.8588961,-74.5472917 -Other,2299,227392,0.01011029411764706,40.8588961,-74.5472917 -Democrat,102300,251275,0.4071236692866381,39.865669,-74.2588636 -Republican,146474,251275,0.5829230922296289,39.865669,-74.2588636 -Other,2501,251275,0.009953238483732961,39.865669,-74.2588636 -Democrat,115926,181988,0.6369980438270655,41.0378896,-74.29828 -Republican,64523,181988,0.3545453546387674,41.0378896,-74.29828 -Other,1539,181988,0.008456601534167088,41.0378896,-74.29828 -Democrat,14719,29501,0.4989322395850988,39.5738282,-75.3573559 -Republican,14334,29501,0.4858818345140843,39.5738282,-75.3573559 -Other,448,29501,0.015185925900816922,39.5738282,-75.3573559 -Democrat,74592,142922,0.5219070541973944,40.5655273,-74.6199378 -Republican,66603,142922,0.466009431718,40.5655273,-74.6199378 -Other,1727,142922,0.012083514084605588,40.5655273,-74.6199378 -Democrat,26104,67933,0.3842609630076693,41.1374609,-74.6919141 -Republican,40625,67933,0.5980156919317563,41.1374609,-74.6919141 -Other,1204,67933,0.01772334506057439,41.1374609,-74.6919141 -Democrat,139752,209831,0.6660217031801783,40.6598707,-74.3086957 -Republican,68314,209831,0.32556676563520165,40.6598707,-74.3086957 -Other,1765,209831,0.008411531184620003,40.6598707,-74.3086957 -Democrat,18745,45270,0.4140711287828584,40.8534914,-75.0094978 -Republican,25744,45270,0.5686768279213608,40.8534914,-75.0094978 -Other,781,45270,0.01725204329578087,40.8534914,-75.0094978 -Democrat,150739,270969,0.5562961076728334,35.053628,-106.6690805 -Republican,106408,270969,0.3926943672523425,35.053628,-106.6690805 -Other,13822,270969,0.05100952507482406,35.053628,-106.6690805 -Democrat,560,2123,0.263777673104098,33.9016208,-108.3919284 -Republican,1494,2123,0.7037211493170042,33.9016208,-108.3919284 -Other,69,2123,0.03250117757889778,33.9016208,-108.3919284 -Democrat,6604,20292,0.32544845259215455,33.3616045,-104.4698374 -Republican,13088,20292,0.644983244628425,33.3616045,-104.4698374 -Other,600,20292,0.02956830277942046,33.3616045,-104.4698374 -Democrat,4961,8243,0.6018439888390149,34.9282721,-107.9926805 -Republican,2998,8243,0.36370253548465364,34.9282721,-107.9926805 -Other,284,8243,0.03445347567633143,34.9282721,-107.9926805 -Democrat,2828,5764,0.4906315058986815,36.6129638,-104.6401105 -Republican,2699,5764,0.4682512144344205,36.6129638,-104.6401105 -Other,237,5764,0.04111727966689799,36.6129638,-104.6401105 -Democrat,4022,13625,0.29519266055045873,34.5729841,-103.3460546 -Republican,9251,13625,0.6789724770642201,34.5729841,-103.3460546 -Other,352,13625,0.0258348623853211,34.5729841,-103.3460546 -Democrat,6142,19269,0.3187503243551819,32.4578347,-104.3064338 -Republican,12583,19269,0.6530178006123826,32.4578347,-104.3064338 -Other,544,19269,0.02823187503243552,32.4578347,-104.3064338 -Democrat,7090,12902,0.549527205084483,32.732087,-108.3815043 -Republican,5358,12902,0.4152844520229422,32.732087,-108.3815043 -Other,454,12902,0.035188342892574796,32.732087,-108.3815043 -Democrat,1488,2135,0.6969555035128806,34.8697822,-104.7849677 -Republican,557,2135,0.2608899297423888,34.8697822,-104.7849677 -Other,90,2135,0.04215456674473068,34.8697822,-104.7849677 -Democrat,260,601,0.43261231281198004,35.8585157,-103.8479245 -Republican,327,601,0.5440931780366056,35.8585157,-103.8479245 -Other,14,601,0.02329450915141431,35.8585157,-103.8479245 -Democrat,995,1935,0.5142118863049095,31.8980519,-108.7519293 -Republican,899,1935,0.46459948320413436,31.8980519,-108.7519293 -Other,41,1935,0.02118863049095607,31.8980519,-108.7519293 -Democrat,4080,17015,0.23978842198060535,32.7956865,-103.4132707 -Republican,12548,17015,0.7374669409344696,32.7956865,-103.4132707 -Other,387,17015,0.022744637084925065,32.7956865,-103.4132707 -Democrat,2942,9242,0.3183293659381086,33.7408411,-105.4498055 -Republican,5961,9242,0.6449902618480848,33.7408411,-105.4498055 -Other,339,9242,0.03668037221380654,33.7408411,-105.4498055 -Democrat,3583,7500,0.47773333333333334,32.1845231,-107.7471911 -Republican,3670,7500,0.48933333333333334,32.1845231,-107.7471911 -Other,247,7500,0.032933333333333335,32.1845231,-107.7471911 -Democrat,1955,2611,0.7487552661815396,35.9828413,-104.9218975 -Republican,595,2611,0.22788203753351208,35.9828413,-104.9218975 -Other,61,2611,0.023362696284948296,35.9828413,-104.9218975 -Democrat,6829,20012,0.34124525284829105,32.6155988,-105.7513079 -Republican,12451,20012,0.6221766939836099,32.6155988,-105.7513079 -Other,732,20012,0.03657805316809914,32.6155988,-105.7513079 -Democrat,1383,3707,0.3730779606150526,35.1070184,-103.5480713 -Republican,2202,3707,0.5940113299163744,35.1070184,-103.5480713 -Other,122,3707,0.03291070946857297,35.1070184,-103.5480713 -Democrat,1727,5969,0.28932819567766793,34.0212068,-103.4830039 -Republican,4043,5969,0.6773328865806668,34.0212068,-103.4830039 -Other,199,5969,0.033338917741665273,34.0212068,-103.4830039 -Democrat,27236,54079,0.5036335731060115,35.6850913,-106.8831191 -Republican,24387,54079,0.4509513859353908,35.6850913,-106.8831191 -Other,2456,54079,0.04541504095859761,35.6850913,-106.8831191 -Democrat,1964,5102,0.3849470795766366,33.1194684,-107.1881612 -Republican,2928,5102,0.5738925911407291,33.1194684,-107.1881612 -Other,210,5102,0.04116032928263426,33.1194684,-107.1881612 -Democrat,4058,7193,0.5641595996107327,33.9916579,-106.9391362 -Republican,2722,7193,0.37842346725983594,33.9916579,-106.9391362 -Other,413,7193,0.05741693312943139,33.9916579,-106.9391362 -Democrat,11978,15339,0.7808853249885912,36.5765287,-105.6379865 -Republican,2730,15339,0.1779777038920399,36.5765287,-105.6379865 -Other,631,15339,0.041136971119368926,36.5765287,-105.6379865 -Democrat,2428,6402,0.37925648234926584,34.5549784,-105.8905574 -Republican,3529,6402,0.5512339893783192,34.5549784,-105.8905574 -Other,445,6402,0.06950952827241487,34.5549784,-105.8905574 -Democrat,472,1759,0.26833428084138716,36.4880853,-103.4757229 -Republican,1236,1759,0.7026719727117681,36.4880853,-103.4757229 -Other,51,1759,0.028993746446844798,36.4880853,-103.4757229 -Democrat,13511,27728,0.4872691863819965,34.7168404,-106.8065821 -Republican,12825,27728,0.46252885170225044,34.7168404,-106.8065821 -Other,1392,27728,0.05020196191575303,34.7168404,-106.8065821 -Democrat,83978,135766,0.6185495632190681,42.5882401,-73.9740095 -Republican,40210,135766,0.29617135365260816,42.5882401,-73.9740095 -Other,11578,135766,0.08527908312832373,42.5882401,-73.9740095 -Democrat,5866,16953,0.34601545449183035,42.2478532,-78.0261531 -Republican,9377,16953,0.5531174423405887,42.2478532,-78.0261531 -Other,1710,16953,0.10086710316758096,42.2478532,-78.0261531 -Democrat,334600,370894,0.9021445480379839,40.8487111,-73.852939 -Republican,26680,370894,0.07193429928766709,40.8487111,-73.852939 -Other,9614,370894,0.025921152674349007,40.8487111,-73.852939 -Democrat,39971,81565,0.4900508796665236,42.1619773,-75.8302833 -Republican,34708,81565,0.4255256543860725,42.1619773,-75.8302833 -Other,6886,81565,0.08442346594740391,42.1619773,-75.8302833 -Democrat,12040,29767,0.4044747539221285,42.2390986,-78.662332 -Republican,14655,29767,0.4923237141801324,42.2390986,-78.662332 -Other,3072,29767,0.1032015318977391,42.2390986,-78.662332 -Democrat,16105,31169,0.516699284545542,43.0085456,-76.5745866 -Republican,11646,31169,0.37364047611408774,43.0085456,-76.5745866 -Other,3418,31169,0.10966023934037024,43.0085456,-76.5745866 -Democrat,22463,52852,0.4250170286838719,42.3042159,-79.4075949 -Republican,24266,52852,0.4591311587073337,42.3042159,-79.4075949 -Other,6123,52852,0.11585181260879437,42.3042159,-79.4075949 -Democrat,16205,35010,0.4628677520708369,42.1552804,-76.7471791 -Republican,16138,35010,0.4609540131391031,42.1552804,-76.7471791 -Other,2667,35010,0.07617823479005999,42.1552804,-76.7471791 -Democrat,8642,19314,0.44744744744744747,42.4780238,-75.6022407 -Republican,8922,19314,0.46194470332401366,42.4780238,-75.6022407 -Other,1750,19314,0.09060784922853889,42.4780238,-75.6022407 -Democrat,18072,30656,0.589509394572025,44.752712,-73.7056429 -Republican,9892,30656,0.32267745302713985,44.752712,-73.7056429 -Other,2692,30656,0.08781315240083508,44.752712,-73.7056429 -Democrat,15241,29129,0.5232242782107178,42.2477288,-73.6268057 -Republican,10600,29129,0.3638985203748841,42.2477288,-73.6268057 -Other,3288,29129,0.11287720141439803,42.2477288,-73.6268057 -Democrat,9965,19624,0.5077965756216878,42.594039,-76.0762398 -Republican,7859,19624,0.4004790052996331,42.594039,-76.0762398 -Other,1800,19624,0.09172441907867916,42.594039,-76.0762398 -Democrat,7881,18638,0.422845798905462,42.1939865,-74.9667281 -Republican,9086,18638,0.48749865865436204,42.1939865,-74.9667281 -Other,1671,18638,0.08965554244017598,42.1939865,-74.9667281 -Democrat,62063,123705,0.5017016288751465,41.7547699,-73.7400411 -Republican,48264,123705,0.39015399539226386,41.7547699,-73.7400411 -Other,13378,123705,0.10814437573258963,41.7547699,-73.7400411 -Democrat,227325,414195,0.5488356933328504,42.752759,-78.7781922 -Republican,149683,414195,0.3613829235022151,42.752759,-78.7781922 -Other,37187,414195,0.08978138316493439,42.752759,-78.7781922 -Democrat,9368,16717,0.5603876293593348,44.1096005,-73.7784307 -Republican,6076,16717,0.3634623437219597,44.1096005,-73.7784307 -Other,1273,16717,0.07615002691870551,44.1096005,-73.7784307 -Democrat,9532,15934,0.5982176477971632,44.5943758,-74.31067 -Republican,5231,15934,0.32829170327601354,44.5943758,-74.31067 -Other,1171,15934,0.07349064892682315,44.5943758,-74.31067 -Democrat,8331,19799,0.42077882721349563,43.1156093,-74.4236782 -Republican,9830,19799,0.49648972170311634,43.1156093,-74.4236782 -Other,1638,19799,0.08273145108338804,43.1156093,-74.4236782 -Democrat,9092,24746,0.3674129152186212,43.0009096,-78.1927784 -Republican,12814,24746,0.5178210619898166,43.0009096,-78.1927784 -Other,2840,24746,0.11476602279156227,43.0009096,-78.1927784 -Democrat,8384,20472,0.40953497459945293,42.2798211,-74.1420253 -Republican,9737,20472,0.4756252442360297,42.2798211,-74.1420253 -Other,2351,20472,0.11483978116451739,42.2798211,-74.1420253 -Democrat,1092,3122,0.34977578475336324,43.6578786,-74.5024556 -Republican,1771,3122,0.5672645739910314,43.6578786,-74.5024556 -Other,259,3122,0.08295964125560538,43.6578786,-74.5024556 -Democrat,10826,25040,0.4323482428115016,43.407489,-75.011683 -Republican,12166,25040,0.4858626198083067,43.407489,-75.011683 -Other,2048,25040,0.0817891373801917,43.407489,-75.011683 -Democrat,16231,35708,0.45454800044807886,43.996389,-76.0529678 -Republican,16435,35708,0.46026100593704494,43.996389,-76.0529678 -Other,3042,35708,0.08519099361487621,43.996389,-76.0529678 -Democrat,580225,730534,0.7942477694398892,40.6350451,-73.9506398 -Republican,112957,730534,0.15462250901395416,40.6350451,-73.9506398 -Other,37352,730534,0.051129721546156644,40.6350451,-73.9506398 -Democrat,4530,10522,0.4305265158715073,43.7826811,-75.4441402 -Republican,5129,10522,0.4874548564911614,43.7826811,-75.4441402 -Other,863,10522,0.08201862763733131,43.7826811,-75.4441402 -Democrat,11100,26770,0.41464325737766156,42.7274845,-77.7697795 -Republican,12641,26770,0.47220769518117295,42.7274845,-77.7697795 -Other,3029,26770,0.11314904744116548,42.7274845,-77.7697795 -Democrat,13231,28094,0.4709546522389122,42.9100255,-75.6635749 -Republican,12011,28094,0.42752900975297214,42.9100255,-75.6635749 -Other,2852,28094,0.10151633800811562,42.9100255,-75.6635749 -Democrat,185916,333813,0.556946553908925,43.4644839,-77.6646584 -Republican,114434,333813,0.3428086982831705,43.4644839,-77.6646584 -Other,33463,333813,0.10024474780790442,43.4644839,-77.6646584 -Democrat,8106,18186,0.4457274826789838,42.9008912,-74.4353575 -Republican,8046,18186,0.442428241504454,42.9008912,-74.4353575 -Other,2034,18186,0.11184427581656219,42.9008912,-74.4353575 -Democrat,294661,568151,0.5186314905720486,40.7296118,-73.5894144 -Republican,237862,568151,0.41865982810907665,40.7296118,-73.5894144 -Other,35628,568151,0.06270868131887473,40.7296118,-73.5894144 -Democrat,41837,89013,0.4700099985395392,43.4567309,-78.7921425 -Republican,38158,89013,0.42867895700628,43.4567309,-78.7921425 -Other,9018,89013,0.10131104445418085,43.4567309,-78.7921425 -Democrat,39031,86700,0.4501845444059977,43.2427273,-75.4342824 -Republican,40532,86700,0.4674971164936563,43.2427273,-75.4342824 -Other,7137,86700,0.08231833910034603,43.2427273,-75.4342824 -Democrat,117470,204717,0.5738165369754343,43.0065163,-76.1961336 -Republican,69357,204717,0.33879453098667917,43.0065163,-76.1961336 -Other,17890,204717,0.08738893203788645,43.0065163,-76.1961336 -Democrat,22065,47853,0.46109961757883516,42.8563575,-77.3034967 -Republican,20919,47853,0.4371512757820826,42.8563575,-77.3034967 -Other,4869,47853,0.1017491066390822,42.8563575,-77.3034967 -Democrat,70742,140628,0.5030434906277556,41.4024096,-74.3062522 -Republican,58003,140628,0.4124569786955656,41.4024096,-74.3062522 -Other,11883,140628,0.0844995306766789,41.4024096,-74.3062522 -Democrat,5505,14706,0.3743370053039576,43.5022867,-78.2297258 -Republican,7585,14706,0.5157758737930097,43.5022867,-78.2297258 -Other,1616,14706,0.10988712090303278,43.5022867,-78.2297258 -Democrat,22178,44591,0.49736493911327395,43.4614431,-76.2092618 -Republican,17610,44591,0.3949227422574062,43.4614431,-76.2092618 -Other,4803,44591,0.10771231862931982,43.4614431,-76.2092618 -Democrat,11530,24139,0.4776502754877998,42.6297762,-75.028841 -Republican,10451,24139,0.4329508264633995,42.6297762,-75.028841 -Other,2158,24139,0.08939889804880069,42.6297762,-75.028841 -Democrat,18539,44345,0.4180629157740444,41.4279067,-73.7438608 -Republican,20925,44345,0.471868305333183,41.4279067,-73.7438608 -Other,4881,44345,0.11006877889277258,41.4279067,-73.7438608 -Democrat,461391,595073,0.7753519316117519,40.6585662,-73.8380168 -Republican,108864,595073,0.18294226086547366,40.6585662,-73.8380168 -Other,24818,595073,0.041705807522774516,40.6585662,-73.8380168 -Democrat,35373,67990,0.5202676864244742,42.7104206,-73.5138454 -Republican,24903,67990,0.36627445212531257,42.7104206,-73.5138454 -Other,7714,67990,0.11345786145021326,42.7104206,-73.5138454 -Democrat,75557,154169,0.4900920418501774,40.5612628,-74.1398995 -Republican,66916,154169,0.4340431604278422,40.5612628,-74.1398995 -Other,11696,154169,0.07586479772198042,40.5612628,-74.1398995 -Democrat,63908,124442,0.5135565162887128,41.1546276,-74.0246616 -Republican,51976,124442,0.4176724899953392,41.1546276,-74.0246616 -Other,8558,124442,0.068770993715948,41.1546276,-74.0246616 -Democrat,50998,105510,0.48334754999526114,43.1061353,-73.8553872 -Republican,44915,105510,0.42569424699080655,43.1061353,-73.8553872 -Other,9597,105510,0.09095820301393233,43.1061353,-73.8553872 -Democrat,35330,64933,0.544099302357815,42.8175516,-74.0435592 -Republican,22952,64933,0.3534720404108851,42.8175516,-74.0435592 -Other,6651,64933,0.10242865723129996,42.8175516,-74.0435592 -Democrat,5119,13207,0.38759748618157036,42.591294,-74.4381718 -Republican,6497,13207,0.49193609449534337,42.591294,-74.4381718 -Other,1591,13207,0.12046641932308624,42.591294,-74.4381718 -Democrat,3444,8146,0.42278418855880184,42.4197755,-76.938603 -Republican,3798,8146,0.4662410999263442,42.4197755,-76.938603 -Other,904,8146,0.11097471151485391,42.4197755,-76.938603 -Democrat,6715,13266,0.506181215136439,42.7822943,-76.827088 -Republican,5244,13266,0.3952962460425147,42.7822943,-76.827088 -Other,1307,13266,0.09852253882104628,42.7822943,-76.827088 -Democrat,15015,38531,0.3896862266746256,42.2667252,-77.3855253 -Republican,20163,38531,0.5232929329630687,42.2667252,-77.3855253 -Other,3353,38531,0.08702084036230567,42.2667252,-77.3855253 -Democrat,287519,586258,0.4904308342061004,40.943554,-72.6922183 -Republican,243258,586258,0.41493335698617334,40.943554,-72.6922183 -Other,55481,586258,0.09463580880772629,40.943554,-72.6922183 -Democrat,14612,28415,0.5142354390286821,41.7199928,-74.7715769 -Republican,11347,28415,0.39933133908147106,41.7199928,-74.7715769 -Other,2456,28415,0.08643322188984691,41.7199928,-74.7715769 -Democrat,8544,21601,0.39553724364612747,42.1780565,-76.2974556 -Republican,11160,21601,0.5166427480209249,42.1780565,-76.2974556 -Other,1897,21601,0.08782000833294755,42.1780565,-76.2974556 -Democrat,24872,39670,0.6269725233173683,42.4530063,-76.4734835 -Republican,10191,39670,0.25689437862364506,42.4530063,-76.4734835 -Other,4607,39670,0.11613309805898664,42.4530063,-76.4734835 -Democrat,43837,78315,0.5597522824490838,41.9472124,-74.2654582 -Republican,25572,78315,0.32652748515610036,41.9472124,-74.2654582 -Other,8906,78315,0.11372023239481581,41.9472124,-74.2654582 -Democrat,14276,29578,0.4826560281290148,43.5551053,-73.8381388 -Republican,12925,29578,0.4369801879775509,43.5551053,-73.8381388 -Other,2377,29578,0.0803637838934343,43.5551053,-73.8381388 -Democrat,10993,23095,0.47599047412859924,43.3123766,-73.4394282 -Republican,9793,23095,0.42403117557912967,43.3123766,-73.4394282 -Other,2309,23095,0.09997835029227105,43.3123766,-73.4394282 -Democrat,15732,37547,0.41899485977574774,43.4587577,-77.0631637 -Republican,17248,37547,0.4593709217780382,43.4587577,-77.0631637 -Other,4567,37547,0.12163421844621408,43.4587577,-77.0631637 -Democrat,234778,388447,0.6044016300808089,41.1526862,-73.7457526 -Republican,131139,388447,0.33759817941701187,41.1526862,-73.7457526 -Other,22530,388447,0.05800019050217919,41.1526862,-73.7457526 -Democrat,5357,16335,0.32794612794612793,42.7013627,-78.2285667 -Republican,9248,16335,0.566146311600857,42.7013627,-78.2285667 -Other,1730,16335,0.105907560453015,42.7013627,-78.2285667 -Democrat,4259,9442,0.45106968862529123,42.638237,-77.1043238 -Republican,4269,9442,0.4521287862740945,42.638237,-77.1043238 -Other,914,9442,0.09680152510061428,42.638237,-77.1043238 -Democrat,28875,67776,0.42603576487252126,36.0439535,-79.4005733 -Republican,38170,67776,0.5631787063267233,36.0439535,-79.4005733 -Other,731,67776,0.01078552880075543,36.0439535,-79.4005733 -Democrat,4611,17196,0.2681437543614794,35.9209506,-81.1774668 -Republican,12253,17196,0.7125494301000233,35.9209506,-81.1774668 -Other,332,17196,0.019306815538497325,35.9209506,-81.1774668 -Democrat,1583,5067,0.31241365699625023,36.4893563,-81.1322987 -Republican,3390,5067,0.6690349319123742,36.4893563,-81.1322987 -Other,94,5067,0.018551411091375567,36.4893563,-81.1322987 -Democrat,7019,11256,0.6235785358919688,34.9749722,-80.1097633 -Republican,4166,11256,0.3701137171286425,34.9749722,-80.1097633 -Other,71,11256,0.00630774697938877,34.9749722,-80.1097633 -Democrat,4116,12610,0.32640761300555116,36.4434687,-81.4993343 -Republican,8242,12610,0.6536082474226804,36.4434687,-81.4993343 -Other,252,12610,0.019984139571768436,36.4434687,-81.4993343 -Democrat,1882,7759,0.24255703054517336,36.07209,-81.9202847 -Republican,5766,7759,0.743137002191004,36.07209,-81.9202847 -Other,111,7759,0.014305967263822657,36.07209,-81.9202847 -Democrat,9435,23620,0.3994496189669771,35.4823128,-76.8420144 -Republican,13977,23620,0.5917442845046571,35.4823128,-76.8420144 -Other,208,23620,0.008806096528365791,35.4823128,-76.8420144 -Democrat,6695,10123,0.6613652079423096,36.0590432,-76.9623641 -Republican,3387,10123,0.33458460930554185,36.0590432,-76.9623641 -Other,41,10123,0.004050182752148573,36.0590432,-76.9623641 -Democrat,8062,15957,0.5052328131854359,34.5919375,-78.5394885 -Republican,7748,15957,0.4855549288713417,34.5919375,-78.5394885 -Other,147,15957,0.00921225794322241,34.5919375,-78.5394885 -Democrat,22038,57362,0.38419162511767374,34.0387542,-78.2277653 -Republican,34743,57362,0.6056797182803947,34.0387542,-78.2277653 -Other,581,57362,0.010128656601931593,34.0387542,-78.2277653 -Democrat,70625,127696,0.5530713569728104,35.6093706,-82.5304234 -Republican,54701,127696,0.4283689387294825,35.6093706,-82.5304234 -Other,2370,127696,0.018559704297707053,35.6093706,-82.5304234 -Democrat,13701,36544,0.3749179071803853,35.746182,-81.7061795 -Republican,22267,36544,0.6093202714535902,35.746182,-81.7061795 -Other,576,36544,0.01576182136602452,35.746182,-81.7061795 -Democrat,32849,83566,0.39309049134815593,35.3883455,-80.5527284 -Republican,49557,83566,0.5930282650838858,35.3883455,-80.5527284 -Other,1160,83566,0.01388124356795826,35.3883455,-80.5527284 -Democrat,10898,34732,0.31377404122998964,35.966395,-81.5125411 -Republican,23229,34732,0.6688068639871012,35.966395,-81.5125411 -Other,605,34732,0.017419094782909133,35.966395,-81.5125411 -Democrat,1508,4704,0.320578231292517,36.3423438,-76.1624876 -Republican,3109,4704,0.6609268707482994,36.3423438,-76.1624876 -Other,87,4704,0.018494897959183673,36.3423438,-76.1624876 -Democrat,10301,35517,0.29003012641833487,34.8583428,-76.5358602 -Republican,24775,35517,0.6975532843427091,34.8583428,-76.5358602 -Other,441,35517,0.012416589238955993,34.8583428,-76.5358602 -Democrat,5348,11039,0.4844641724793913,36.3942984,-79.339609 -Republican,5594,11039,0.5067487997101187,36.3942984,-79.339609 -Other,97,11039,0.00878702781049008,36.3942984,-79.339609 -Democrat,24069,69601,0.34581399692533155,35.6618826,-81.2149057 -Republican,44538,69601,0.6399045990718524,35.6618826,-81.2149057 -Other,994,69601,0.014281404002816052,35.6618826,-81.2149057 -Democrat,18361,35434,0.5181746345318056,35.7049939,-79.2514542 -Republican,16665,35434,0.47031100073375853,35.7049939,-79.2514542 -Other,408,35434,0.011514364734435853,35.7049939,-79.2514542 -Democrat,3378,12867,0.26253205875495456,35.1371499,-84.0614491 -Republican,9278,12867,0.7210694023470895,35.1371499,-84.0614491 -Other,211,12867,0.016398538897956012,35.1371499,-84.0614491 -Democrat,3556,7505,0.47381745502998,36.128979,-76.6027521 -Republican,3891,7505,0.518454363757495,36.128979,-76.6027521 -Other,58,7505,0.0077281812125249835,36.128979,-76.6027521 -Democrat,1579,5642,0.27986529599432824,35.0529971,-83.7522638 -Republican,3973,5642,0.7041829138603333,35.0529971,-83.7522638 -Other,90,5642,0.015951790145338533,35.0529971,-83.7522638 -Democrat,17062,43340,0.39367789570835254,35.3346302,-81.5571145 -Republican,25793,43340,0.595131518227965,35.3346302,-81.5571145 -Other,485,43340,0.01119058606368251,35.3346302,-81.5571145 -Democrat,11050,24243,0.45580167471022565,34.2616017,-78.6393077 -Republican,12941,24243,0.533803572165161,34.2616017,-78.6393077 -Other,252,24243,0.01039475312461329,34.2616017,-78.6393077 -Democrat,18763,46170,0.40638943036603853,35.1168292,-77.0813197 -Republican,26928,46170,0.5832358674463938,35.1168292,-77.0813197 -Other,479,46170,0.010374702187567685,35.1168292,-77.0813197 -Democrat,75792,127641,0.5937903965026912,35.0501921,-78.8287187 -Republican,50666,127641,0.3969414216435158,35.0501921,-78.8287187 -Other,1183,127641,0.009268181853793061,35.0501921,-78.8287187 -Democrat,3562,11304,0.3151096956829441,36.3721739,-75.9412242 -Republican,7496,11304,0.6631280962491154,36.3721739,-75.9412242 -Other,246,11304,0.02176220806794055,36.3721739,-75.9412242 -Democrat,7393,17974,0.4113163458328697,35.6062688,-75.7675364 -Republican,10248,17974,0.5701568932903083,35.6062688,-75.7675364 -Other,333,17974,0.018526760876822077,35.6062688,-75.7675364 -Democrat,20624,70935,0.29074504828363995,35.7951312,-80.207107 -Republican,49383,70935,0.6961725523366462,35.7951312,-80.207107 -Other,928,70935,0.013082399379713823,35.7951312,-80.207107 -Democrat,5735,20670,0.27745524915336234,35.9293554,-80.5425524 -Republican,14687,20670,0.7105466860183841,35.9293554,-80.5425524 -Other,248,20670,0.011998064828253507,35.9293554,-80.5425524 -Democrat,9033,20592,0.4386655011655012,34.9344033,-77.9335434 -Republican,11416,20592,0.5543900543900544,34.9344033,-77.9335434 -Other,143,20592,0.006944444444444444,34.9344033,-77.9335434 -Democrat,111224,146735,0.7579922990424915,36.0338282,-78.8781246 -Republican,33769,146735,0.2301359593825604,36.0338282,-78.8781246 -Other,1742,146735,0.011871741574948035,36.0338282,-78.8781246 -Democrat,18310,26972,0.6788521429630728,35.9170773,-77.6027422 -Republican,8546,26972,0.31684710069701916,35.9170773,-77.6027422 -Other,116,26972,0.004300756339908052,35.9170773,-77.6027422 -Democrat,92323,174069,0.5303816302730526,36.1324661,-80.2569608 -Republican,79768,174069,0.45825505977514663,36.1324661,-80.2569608 -Other,1978,174069,0.011363309951800724,36.1324661,-80.2569608 -Democrat,13436,28389,0.47328190496318995,36.0882406,-78.2830903 -Republican,14603,28389,0.5143893761668252,36.0882406,-78.2830903 -Other,350,28389,0.012328718869984854,36.0882406,-78.2830903 -Democrat,33171,90483,0.36659925068797455,35.2933443,-81.1772556 -Republican,56138,90483,0.6204259363637369,35.2933443,-81.1772556 -Other,1174,90483,0.012974812948288629,35.2933443,-81.1772556 -Democrat,2786,5396,0.5163083765752409,36.4421353,-76.7023552 -Republican,2564,5396,0.47516679021497404,36.4421353,-76.7023552 -Other,46,5396,0.008524833209785025,36.4421353,-76.7023552 -Democrat,1119,3947,0.2835064606029896,35.3483644,-83.8309147 -Republican,2750,3947,0.6967316949581961,35.3483644,-83.8309147 -Other,78,3947,0.019761844438814288,35.3483644,-83.8309147 -Democrat,13598,26275,0.5175261655566128,36.299884,-78.6576338 -Republican,12405,26275,0.47212178877259753,36.299884,-78.6576338 -Other,272,26275,0.010352045670789725,36.299884,-78.6576338 -Democrat,3778,8236,0.4587178241864983,35.481959,-77.6816876 -Republican,4411,8236,0.5355755220981059,35.481959,-77.6816876 -Other,47,8236,0.005706653715395823,35.481959,-77.6816876 -Democrat,146365,253852,0.5765761152167405,36.079065,-79.7886652 -Republican,104789,253852,0.4127956447063643,36.079065,-79.7886652 -Other,2698,253852,0.0106282400768952,36.079065,-79.7886652 -Democrat,17176,26079,0.658614210667587,36.2514375,-77.6448423 -Republican,8763,26079,0.33601748533302656,36.2514375,-77.6448423 -Other,140,26079,0.0053683039993864794,36.2514375,-77.6448423 -Democrat,17331,43415,0.39919382701831163,35.3686348,-78.8716104 -Republican,25565,43415,0.5888517793389382,35.3686348,-78.8716104 -Other,519,43415,0.011954393642750201,35.3686348,-78.8716104 -Democrat,11833,27974,0.42299992850504037,35.5588823,-82.9813074 -Republican,15633,27974,0.5588403517552013,35.5588823,-82.9813074 -Other,508,27974,0.018159719739758346,35.5588823,-82.9813074 -Democrat,18642,52392,0.35581768208886855,35.3364146,-82.4797406 -Republican,32994,52392,0.6297526339899221,35.3364146,-82.4797406 -Other,756,52392,0.014429683921209345,35.3364146,-82.4797406 -Democrat,7843,10918,0.7183550100751054,36.3635174,-76.981616 -Republican,3007,10918,0.2754167429932222,36.3635174,-76.981616 -Other,68,10918,0.006228246931672467,36.3635174,-76.981616 -Democrat,10076,17089,0.5896190531921118,35.0172328,-79.2419635 -Republican,6819,17089,0.3990286148984727,35.0172328,-79.2419635 -Other,194,17089,0.011352331909415413,35.0172328,-79.2419635 -Democrat,1163,2383,0.48804028535459504,35.4081567,-76.1536867 -Republican,1193,2383,0.5006294586655476,35.4081567,-76.1536867 -Other,27,2383,0.011330255979857323,35.4081567,-76.1536867 -Democrat,26076,76365,0.34146533097623255,35.8062493,-80.8745203 -Republican,49299,76365,0.6455706148104499,35.8062493,-80.8745203 -Other,990,76365,0.01296405421331762,35.8062493,-80.8745203 -Democrat,8095,16701,0.48470151487934854,35.2810521,-83.1199622 -Republican,8254,16701,0.49422190288006707,35.2810521,-83.1199622 -Other,352,16701,0.021076582240584396,35.2810521,-83.1199622 -Democrat,27290,76691,0.35584358008110467,35.5134188,-78.3673482 -Republican,48427,76691,0.6314561030629409,35.5134188,-78.3673482 -Other,974,76691,0.012700316855954415,35.5134188,-78.3673482 -Democrat,2352,5230,0.4497131931166348,35.0322677,-77.3561946 -Republican,2837,5230,0.5424474187380497,35.0322677,-77.3561946 -Other,41,5230,0.007839388145315488,35.0322677,-77.3561946 -Democrat,10801,24239,0.4456041915920624,35.4763365,-79.1721174 -Republican,13158,24239,0.5428441767399645,35.4763365,-79.1721174 -Other,280,24239,0.011551631667973102,35.4763365,-79.1721174 -Democrat,13948,28086,0.49661753186641033,35.2400677,-77.6355095 -Republican,13980,28086,0.4977568895535142,35.2400677,-77.6355095 -Other,158,28086,0.0056255785800754824,35.2400677,-77.6355095 -Democrat,11024,36775,0.299768864717879,35.4884913,-81.2268916 -Republican,25267,36775,0.6870700203942895,35.4884913,-81.2268916 -Other,484,36775,0.013161114887831407,35.4884913,-81.2268916 -Democrat,5712,16861,0.33876994247079056,35.1529593,-83.421901 -Republican,10835,16861,0.6426072000474468,35.1529593,-83.421901 -Other,314,16861,0.018622857481762647,35.1529593,-83.421901 -Democrat,4484,10113,0.4433896964303372,35.8642073,-82.7126299 -Republican,5404,10113,0.5343617126470879,35.8642073,-82.7126299 -Other,225,10113,0.022248590922574904,35.8642073,-82.7126299 -Democrat,6583,12652,0.5203129939930445,35.8473006,-77.1196022 -Republican,5995,12652,0.4738381283591527,35.8473006,-77.1196022 -Other,74,12652,0.005848877647802719,35.8473006,-77.1196022 -Democrat,272262,448900,0.6065092448206728,35.2468623,-80.8338317 -Republican,171668,448900,0.3824192470483404,35.2468623,-80.8338317 -Other,4970,448900,0.011071508130986858,35.2468623,-80.8338317 -Democrat,1838,7765,0.23670315518351578,36.013102,-82.1635541 -Republican,5806,7765,0.7477141017385706,36.013102,-82.1635541 -Other,121,7765,0.015582743077913715,36.013102,-82.1635541 -Democrat,4706,11231,0.41901878728519276,35.3344151,-79.9066023 -Republican,6404,11231,0.5702074614905173,35.3344151,-79.9066023 -Other,121,11231,0.010773751224289911,35.3344151,-79.9066023 -Democrat,16505,46415,0.3555962512118927,35.3082717,-79.4927248 -Republican,29495,46415,0.6354626737046214,35.3082717,-79.4927248 -Other,415,46415,0.008941075083485942,35.3082717,-79.4927248 -Democrat,24313,48492,0.5013816712034975,35.9659447,-77.9875546 -Republican,23842,48492,0.4916687288624928,35.9659447,-77.9875546 -Other,337,48492,0.006949599934009733,35.9659447,-77.9875546 -Democrat,7232,10756,0.6723689103756043,36.4217739,-77.3983518 -Republican,3483,10756,0.32381926366679065,36.4217739,-77.3983518 -Other,41,10756,0.0038118259576050578,36.4217739,-77.3983518 -Democrat,18490,51435,0.35948284242247497,34.7631087,-77.4994691 -Republican,32243,51435,0.6268688636142704,34.7631087,-77.4994691 -Other,702,51435,0.013648293963254593,34.7631087,-77.4994691 -Democrat,53901,76757,0.7022291126542205,36.0625255,-79.120034 -Republican,21539,76757,0.280612843128314,36.0625255,-79.120034 -Other,1317,76757,0.017158044217465508,36.0625255,-79.120034 -Democrat,2647,6762,0.3914522330671399,35.1475747,-76.6652684 -Republican,4051,6762,0.5990831115054718,35.1475747,-76.6652684 -Other,64,6762,0.009464655427388346,35.1475747,-76.6652684 -Democrat,10282,18107,0.5678466891257524,36.265199,-76.2606906 -Republican,7633,18107,0.42154967692052797,36.265199,-76.2606906 -Other,192,18107,0.010603633953719556,36.265199,-76.2606906 -Democrat,9632,24527,0.39271007461165247,34.5125561,-77.8881063 -Republican,14617,24527,0.5959554776368899,34.5125561,-77.8881063 -Other,278,24527,0.011334447751457578,34.5125561,-77.8881063 -Democrat,2759,6652,0.41476247745039085,36.1808969,-76.4032445 -Republican,3822,6652,0.5745640408899579,36.1808969,-76.4032445 -Other,71,6652,0.010673481659651233,36.1808969,-76.4032445 -Democrat,8418,19106,0.4405945776195959,36.3863503,-78.9656233 -Republican,10496,19106,0.5493562231759657,36.3863503,-78.9656233 -Other,192,19106,0.010049199204438397,36.3863503,-78.9656233 -Democrat,41843,78856,0.5306254438470123,35.5924897,-77.3727387 -Republican,36214,78856,0.45924216292989756,35.5924897,-77.3727387 -Other,799,78856,0.01013239322309019,35.5924897,-77.3727387 -Democrat,4013,10389,0.38627394359418615,35.2779011,-82.1676211 -Republican,6236,10389,0.6002502647030513,35.2779011,-82.1676211 -Other,140,10389,0.013475791702762537,35.2779011,-82.1676211 -Democrat,14773,60715,0.2433171374454418,35.7099148,-79.8062153 -Republican,45160,60715,0.7438030140821873,35.7099148,-79.8062153 -Other,782,60715,0.012879848472370913,35.7099148,-79.8062153 -Democrat,9904,19417,0.5100684966781687,35.004636,-79.7556946 -Republican,9332,19417,0.48060977493948603,35.004636,-79.7556946 -Other,181,19417,0.009321728382345367,35.004636,-79.7556946 -Democrat,24988,42946,0.5818469706142597,34.6392096,-79.1008811 -Republican,17510,42946,0.4077213244539655,34.6392096,-79.1008811 -Other,448,42946,0.010431704931774788,34.6392096,-79.1008811 -Democrat,16351,42020,0.38912422655878154,36.3818062,-79.7827539 -Republican,25227,42020,0.6003569728700618,36.3818062,-79.7827539 -Other,442,42020,0.010518800571156593,36.3818062,-79.7827539 -Democrat,22650,62312,0.3634933881114392,35.6413551,-80.5217214 -Republican,38775,62312,0.6222717935550135,35.6413551,-80.5217214 -Other,887,62312,0.014234818333547311,35.6413551,-80.5217214 -Democrat,9374,28702,0.3265974496550763,35.4027469,-81.9195825 -Republican,18954,28702,0.660372099505261,35.4027469,-81.9195825 -Other,374,28702,0.013030450839662741,35.4027469,-81.9195825 -Democrat,11566,26174,0.4418888973790785,34.9892978,-78.3711743 -Republican,14422,26174,0.5510048139374952,34.9892978,-78.3711743 -Other,186,26174,0.007106288683426301,34.9892978,-78.3711743 -Democrat,8215,14156,0.5803192992370726,34.8400226,-79.4773366 -Republican,5831,14156,0.41191014410850524,34.8400226,-79.4773366 -Other,110,14156,0.007770556654422153,34.8400226,-79.4773366 -Democrat,8431,28717,0.2935891632134276,35.3104492,-80.2543742 -Republican,19904,28717,0.6931086116237769,35.3104492,-80.2543742 -Other,382,28717,0.013302225162795557,35.3104492,-80.2543742 -Democrat,6018,21619,0.27836625190804387,36.3935052,-80.2662145 -Republican,15237,21619,0.7047967066006753,36.3935052,-80.2662145 -Other,364,21619,0.01683704149128082,36.3935052,-80.2662145 -Democrat,9112,29470,0.30919579233118427,36.415416,-80.6864631 -Republican,19923,29470,0.6760434340006787,36.415416,-80.6864631 -Other,435,29470,0.014760773668137089,36.415416,-80.6864631 -Democrat,2618,5728,0.45705307262569833,35.5688491,-83.4656136 -Republican,2976,5728,0.5195530726256983,35.5688491,-83.4656136 -Other,134,5728,0.02339385474860335,35.5688491,-83.4656136 -Democrat,6826,16763,0.4072063473125336,35.2101025,-82.816666 -Republican,9634,16763,0.574718129213148,35.2101025,-82.816666 -Other,303,16763,0.01807552347431844,35.2101025,-82.816666 -Democrat,837,1783,0.46943353897924844,35.8704196,-76.1653454 -Republican,930,1783,0.5215928210880538,35.8704196,-76.1653454 -Other,16,1783,0.0089736399326977,35.8704196,-76.1653454 -Democrat,32473,94728,0.3428025504602652,34.9918204,-80.5304264 -Republican,61107,94728,0.6450785406637953,34.9918204,-80.5304264 -Other,1148,94728,0.012118908875939532,34.9918204,-80.5304264 -Democrat,13323,20854,0.6388702407212046,36.3654806,-78.4054343 -Republican,7429,20854,0.35623861129759277,36.3654806,-78.4054343 -Other,102,20854,0.004891147981202647,36.3654806,-78.4054343 -Democrat,267262,486427,0.5494390730777691,35.7898464,-78.650624 -Republican,211596,486427,0.43500052423076846,35.7898464,-78.650624 -Other,7569,486427,0.015560402691462439,35.7898464,-78.650624 -Democrat,6978,10162,0.6866758512103917,36.3981051,-78.0998993 -Republican,3140,10162,0.30899429246211374,36.3981051,-78.0998993 -Other,44,10162,0.004329856327494588,36.3981051,-78.0998993 -Democrat,3833,6499,0.5897830435451608,35.844713,-76.5722906 -Republican,2622,6499,0.403446684105247,35.844713,-76.5722906 -Other,44,6499,0.006770272349592245,35.844713,-76.5722906 -Democrat,13002,27674,0.46982727469827273,36.2353679,-81.7098875 -Republican,13861,27674,0.5008672400086724,36.2353679,-81.7098875 -Other,811,27674,0.029305485293054854,36.2353679,-81.7098875 -Democrat,23314,51352,0.45400373890014023,35.3541896,-78.0086695 -Republican,27641,51352,0.5382653061224489,35.3541896,-78.0086695 -Other,397,51352,0.007730954977410812,35.3541896,-78.0086695 -Democrat,8148,29145,0.2795676788471436,36.2088833,-81.1660949 -Republican,20515,29145,0.7038943214959684,36.2088833,-81.1660949 -Other,482,29145,0.016537999656887972,36.2088833,-81.1660949 -Democrat,20875,39109,0.5337646066122888,35.7003569,-77.9215978 -Republican,17954,39109,0.45907591602955844,35.7003569,-77.9215978 -Other,280,39109,0.007159477358152855,35.7003569,-77.9215978 -Democrat,3957,16813,0.2353535954321061,36.1587653,-80.6651641 -Republican,12578,16813,0.7481115803247487,36.1587653,-80.6651641 -Other,278,16813,0.016534824243145185,36.1587653,-80.6651641 -Democrat,3981,9451,0.4212252671674955,35.8893259,-82.3039535 -Republican,5278,9451,0.5584594222833562,35.8893259,-82.3039535 -Other,192,9451,0.020315310549148237,35.8893259,-82.3039535 -Democrat,328,1286,0.25505443234836706,46.0968146,-102.5331983 -Republican,918,1286,0.713841368584759,46.0968146,-102.5331983 -Other,40,1286,0.03110419906687403,46.0968146,-102.5331983 -Democrat,2394,5522,0.43353857298080406,46.94255,-98.0701946 -Republican,2964,5522,0.5367620427381383,46.94255,-98.0701946 -Other,164,5522,0.02969938428105759,46.94255,-98.0701946 -Democrat,1235,2157,0.5725544738062124,48.071743,-99.3511517 -Republican,868,2157,0.40241075567918405,48.071743,-99.3511517 -Other,54,2157,0.025034770514603615,48.071743,-99.3511517 -Democrat,89,578,0.15397923875432526,47.007044,-103.3640163 -Republican,472,578,0.8166089965397924,47.007044,-103.3640163 -Other,17,578,0.029411764705882353,47.007044,-103.3640163 -Democrat,1183,3555,0.3327707454289733,48.7944116,-100.8312572 -Republican,2280,3555,0.6413502109704642,48.7944116,-100.8312572 -Other,92,3555,0.025879043600562587,48.7944116,-100.8312572 -Democrat,414,1737,0.23834196891191708,46.1101438,-103.5059433 -Republican,1280,1737,0.7369027058146229,46.1101438,-103.5059433 -Other,43,1737,0.02475532527345999,46.1101438,-103.5059433 -Democrat,230,1023,0.22482893450635386,48.7864534,-102.5200874 -Republican,769,1023,0.7517106549364614,48.7864534,-102.5200874 -Other,24,1023,0.02346041055718475,48.7864534,-102.5200874 -Democrat,14122,43387,0.3254892018346509,46.9788291,-100.4695326 -Republican,27951,43387,0.6442252287551571,46.9788291,-100.4695326 -Other,1314,43387,0.030285569410191993,46.9788291,-100.4695326 -Democrat,34712,73855,0.47000203100670235,46.9270033,-97.2523747 -Republican,36855,73855,0.4990183467605443,46.9270033,-97.2523747 -Other,2288,73855,0.030979622232753367,46.9270033,-97.2523747 -Democrat,818,2069,0.3953600773320445,48.7684388,-98.4637903 -Republican,1195,2069,0.5775737071048815,48.7684388,-98.4637903 -Other,56,2069,0.02706621556307395,48.7684388,-98.4637903 -Democrat,853,2535,0.33648915187376727,46.1077559,-98.4965182 -Republican,1610,2535,0.6351084812623274,46.1077559,-98.4965182 -Other,72,2535,0.028402366863905324,46.1077559,-98.4965182 -Democrat,385,1162,0.3313253012048193,48.8147537,-103.5093256 -Republican,733,1162,0.6308089500860585,48.8147537,-103.5093256 -Other,44,1162,0.0378657487091222,48.8147537,-103.5093256 -Democrat,508,2034,0.2497541789577188,47.3545572,-102.6123216 -Republican,1506,2034,0.7404129793510325,47.3545572,-102.6123216 -Other,20,2034,0.00983284169124877,47.3545572,-102.6123216 -Democrat,486,1157,0.42005185825410546,47.7234355,-98.9004745 -Republican,634,1157,0.5479688850475367,47.7234355,-98.9004745 -Other,37,1157,0.03197925669835782,47.7234355,-98.9004745 -Democrat,383,1884,0.20329087048832273,46.2842552,-100.2378424 -Republican,1435,1884,0.7616772823779193,46.2842552,-100.2378424 -Other,66,1884,0.03503184713375796,46.2842552,-100.2378424 -Democrat,607,1682,0.36087990487514865,47.4714315,-98.8728755 -Republican,1030,1682,0.6123662306777645,47.4714315,-98.8728755 -Other,45,1682,0.0267538644470868,47.4714315,-98.8728755 -Democrat,334,1413,0.23637650389242745,46.3578269,-101.6390494 -Republican,1025,1413,0.7254069355980184,46.3578269,-101.6390494 -Other,54,1413,0.03821656050955414,46.3578269,-101.6390494 -Democrat,536,1343,0.3991064780342517,47.4563342,-98.2322863 -Republican,771,1343,0.5740878629932986,47.4563342,-98.2322863 -Other,36,1343,0.02680565897244974,47.4563342,-98.2322863 -Democrat,313,1362,0.22980910425844348,46.4357038,-102.454238 -Republican,1000,1362,0.7342143906020558,46.4357038,-102.454238 -Other,49,1362,0.035976505139500736,46.4357038,-102.454238 -Democrat,393,1328,0.29593373493975905,46.9382725,-99.731198 -Republican,870,1328,0.6551204819277109,46.9382725,-99.731198 -Other,65,1328,0.04894578313253012,46.9382725,-99.731198 -Democrat,232,1073,0.21621621621621623,46.469278,-99.5045846 -Republican,810,1073,0.7548928238583411,46.469278,-99.5045846 -Other,31,1073,0.028890959925442685,46.469278,-99.5045846 -Democrat,1166,4455,0.2617283950617284,47.3071473,-101.8333279 -Republican,3152,4455,0.7075196408529741,47.3071473,-101.8333279 -Other,137,4455,0.030751964085297418,47.3071473,-101.8333279 -Democrat,4469,13613,0.3282891353852935,46.7108188,-101.2982647 -Republican,8680,13613,0.6376257988687284,46.7108188,-101.2982647 -Other,464,13613,0.03408506574597811,46.7108188,-101.2982647 -Democrat,1403,3457,0.40584321666184553,48.2100726,-102.3648952 -Republican,1962,3457,0.5675441133931154,48.2100726,-102.3648952 -Other,92,3457,0.026612669945039052,48.2100726,-102.3648952 -Democrat,767,1678,0.4570917759237187,47.9186666,-98.2044278 -Republican,865,1678,0.5154946364719905,47.9186666,-98.2044278 -Other,46,1678,0.027413587604290822,47.9186666,-98.2044278 -Democrat,281,1013,0.2773938795656466,47.1180789,-101.3314198 -Republican,693,1013,0.684106614017769,47.1180789,-101.3314198 -Other,39,1013,0.0384995064165844,47.1180789,-101.3314198 -Democrat,1253,3255,0.3849462365591398,48.7668959,-97.5454045 -Republican,1899,3255,0.5834101382488479,48.7668959,-97.5454045 -Other,103,3255,0.03164362519201229,48.7668959,-97.5454045 -Democrat,660,2178,0.30303030303030304,48.2388827,-99.966497 -Republican,1465,2178,0.6726354453627181,48.2388827,-99.966497 -Other,53,2178,0.024334251606978878,48.2388827,-99.966497 -Democrat,2164,4999,0.4328865773154631,48.2661631,-98.739031 -Republican,2665,4999,0.5331066213242649,48.2661631,-98.739031 -Other,170,4999,0.03400680136027205,48.2661631,-98.739031 -Democrat,1343,2425,0.5538144329896907,46.4492764,-97.6475541 -Republican,1009,2425,0.4160824742268041,46.4492764,-97.6475541 -Other,73,2425,0.030103092783505155,46.4492764,-97.6475541 -Democrat,398,1278,0.3114241001564945,48.7127815,-101.6581522 -Republican,851,1278,0.6658841940532081,48.7127815,-101.6581522 -Other,29,1278,0.02269170579029734,48.7127815,-101.6581522 -Democrat,3198,7613,0.42007093130172074,46.2652192,-96.9379599 -Republican,4229,7613,0.5554971758833575,46.2652192,-96.9379599 -Other,186,7613,0.024431892814921845,46.2652192,-96.9379599 -Democrat,3353,4552,0.7365992970123023,48.7682715,-99.8404634 -Republican,1092,4552,0.2398945518453427,48.7682715,-99.8404634 -Other,107,4552,0.02350615114235501,48.7682715,-99.8404634 -Democrat,1075,2007,0.5356253114100648,46.1082035,-97.6300507 -Republican,879,2007,0.43796711509715996,46.1082035,-97.6300507 -Other,53,2007,0.026407573492775286,46.1082035,-97.6300507 -Democrat,163,822,0.19829683698296838,47.5813594,-100.3309858 -Republican,642,822,0.781021897810219,47.5813594,-100.3309858 -Other,17,822,0.02068126520681265,47.5813594,-100.3309858 -Democrat,900,1144,0.7867132867132867,46.1106181,-101.061284 -Republican,225,1144,0.19667832167832167,46.1106181,-101.061284 -Other,19,1144,0.016608391608391608,46.1106181,-101.061284 -Democrat,83,437,0.18993135011441648,46.4458338,-103.462462 -Republican,341,437,0.7803203661327232,46.4458338,-103.462462 -Other,13,437,0.029748283752860413,46.4458338,-103.462462 -Democrat,2812,11633,0.2417261239577065,46.8170312,-102.6620262 -Republican,8521,11633,0.7324851714948852,46.8170312,-102.6620262 -Other,300,11633,0.025788704547408236,46.8170312,-102.6620262 -Democrat,518,1042,0.4971209213051823,47.4510624,-97.71892 -Republican,498,1042,0.4779270633397313,47.4510624,-97.71892 -Other,26,1042,0.02495201535508637,47.4510624,-97.71892 -Democrat,3585,9558,0.37507846829880725,46.9722235,-98.9561228 -Republican,5685,9558,0.5947897049591965,46.9722235,-98.9561228 -Other,288,9558,0.030131826741996232,46.9722235,-98.9561228 -Democrat,516,1182,0.4365482233502538,48.6821831,-99.2481583 -Republican,623,1182,0.5270727580372251,48.6821831,-99.2481583 -Other,43,1182,0.03637901861252115,48.6821831,-99.2481583 -Democrat,1811,3921,0.4618719714358582,47.4462146,-97.1647538 -Republican,1996,3921,0.5090538128028564,47.4462146,-97.1647538 -Other,114,3921,0.029074215761285386,47.4462146,-97.1647538 -Democrat,2124,5096,0.41679748822605966,48.3769789,-97.7222304 -Republican,2813,5096,0.5520015698587127,48.3769789,-97.7222304 -Other,159,5096,0.03120094191522763,48.3769789,-97.7222304 -Democrat,8441,25463,0.3315006087263873,48.2166858,-101.5405369 -Republican,16230,25463,0.6373954365157287,48.2166858,-101.5405369 -Other,792,25463,0.031103954757883988,48.2166858,-101.5405369 -Democrat,673,2379,0.2828919714165616,47.5808513,-99.6822135 -Republican,1654,2379,0.6952501050861707,47.5808513,-99.6822135 -Other,52,2379,0.02185792349726776,47.5808513,-99.6822135 -Democrat,2322,9808,0.23674551386623166,48.3557649,-103.5013332 -Republican,7184,9808,0.732463295269168,48.3557649,-103.5013332 -Other,302,9808,0.030791190864600325,48.3557649,-103.5013332 -Democrat,3976,11089,0.3585535215078005,38.8344683,-83.4780816 -Republican,6865,11089,0.6190819731265218,38.8344683,-83.4780816 -Other,248,11089,0.0223645053656777,38.8344683,-83.4780816 -Democrat,17913,48235,0.3713693376179123,40.7716274,-84.1061032 -Republican,29502,48235,0.611630558722919,40.7716274,-84.1061032 -Other,820,48235,0.017000103659168653,40.7716274,-84.1061032 -Democrat,8281,24330,0.34036169338265515,40.843273,-82.2701271 -Republican,15519,24330,0.6378545006165228,40.843273,-82.2701271 -Other,530,24330,0.02178380600082203,40.843273,-82.2701271 -Democrat,23803,43064,0.5527354634961917,41.9066369,-80.7455916 -Republican,18298,43064,0.4249024707412224,41.9066369,-80.7455916 -Other,963,43064,0.02236206576258592,41.9066369,-80.7455916 -Democrat,18307,27638,0.6623851219335697,39.3326037,-82.0458439 -Republican,8543,27638,0.30910340835082134,39.3326037,-82.0458439 -Other,788,27638,0.028511469715608945,39.3326037,-82.0458439 -Democrat,5831,23405,0.24913480025635548,40.561309,-84.2240177 -Republican,17169,23405,0.7335612048707542,40.561309,-84.2240177 -Other,405,23405,0.01730399487289041,40.561309,-84.2240177 -Democrat,14156,31564,0.44848561652515523,40.0176819,-80.9677268 -Republican,16758,31564,0.5309213027499683,40.0176819,-80.9677268 -Other,650,31564,0.02059308072487644,40.0176819,-80.9677268 -Democrat,7107,19392,0.36649133663366334,38.9313769,-83.8667723 -Republican,11916,19392,0.614480198019802,38.9313769,-83.8667723 -Other,369,19392,0.019028465346534653,38.9313769,-83.8667723 -Democrat,62388,170191,0.3665763759540751,39.4397469,-84.5657341 -Republican,105176,170191,0.6179880252187249,39.4397469,-84.5657341 -Other,2627,170191,0.015435598827200029,39.4397469,-84.5657341 -Democrat,5543,13262,0.4179610918413512,40.5798841,-81.090787 -Republican,7315,13262,0.5515759312320917,40.5798841,-81.090787 -Other,404,13262,0.03046297692655708,40.5798841,-81.090787 -Democrat,7044,18421,0.3823896639704685,40.1327753,-83.7676037 -Republican,11045,18421,0.5995874273926497,40.1327753,-83.7676037 -Other,332,18421,0.01802290863688182,40.1327753,-83.7676037 -Democrat,31298,64144,0.48793339985033674,39.9170315,-83.783676 -Republican,31816,64144,0.4960089797954602,39.9170315,-83.783676 -Other,1030,64144,0.016057620354203044,39.9170315,-83.783676 -Democrat,30458,96273,0.3163711528673668,39.0520537,-84.1494847 -Republican,64208,96273,0.6669367320017034,39.0520537,-84.1494847 -Other,1607,96273,0.016692115130929754,39.0520537,-84.1494847 -Democrat,5791,18144,0.3191688712522046,39.4302248,-83.7956823 -Republican,12009,18144,0.6618716931216931,39.4302248,-83.7956823 -Other,344,18144,0.01895943562610229,39.4302248,-83.7956823 -Democrat,19821,46051,0.43041410609975894,40.770073,-80.778455 -Republican,25251,46051,0.5483268550085775,40.770073,-80.778455 -Other,979,46051,0.02125903889166359,40.770073,-80.778455 -Democrat,6940,15739,0.4409428807421056,40.2967096,-81.9301092 -Republican,8390,15739,0.5330707160556579,40.2967096,-81.9301092 -Other,409,15739,0.025986403202236483,40.2967096,-81.9301092 -Democrat,7507,19803,0.3790839771751755,40.8485244,-82.9247827 -Republican,11852,19803,0.5984951774983588,40.8485244,-82.9247827 -Other,444,19803,0.022420845326465686,40.8485244,-82.9247827 -Democrat,447232,644281,0.6941567421668495,41.7603919,-81.7242168 -Republican,190651,644281,0.29591280823119104,41.7603919,-81.7242168 -Other,6398,644281,0.009930449601959393,41.7603919,-81.7242168 -Democrat,6826,25401,0.268729577575686,40.1315415,-84.6212484 -Republican,18108,25401,0.7128853194756112,40.1315415,-84.6212484 -Other,467,25401,0.018385102948702808,40.1315415,-84.6212484 -Democrat,7732,18288,0.42279090113735784,41.3216789,-84.4864334 -Republican,10176,18288,0.5564304461942258,41.3216789,-84.4864334 -Other,380,18288,0.02077865266841645,41.3216789,-84.4864334 -Democrat,37292,98761,0.37759844473020726,40.2789411,-83.0074622 -Republican,60194,98761,0.609491600935592,40.2789411,-83.0074622 -Other,1275,98761,0.012909954334200746,40.2789411,-83.0074622 -Democrat,21793,39405,0.5530516431924882,41.5540061,-82.5258973 -Republican,16952,39405,0.43019921329780486,41.5540061,-82.5258973 -Other,660,39405,0.01674914350970689,41.5540061,-82.5258973 -Democrat,29890,72068,0.4147471832158517,39.747694,-82.626685 -Republican,41034,72068,0.5693789199089748,39.747694,-82.626685 -Other,1144,72068,0.015873896875173446,39.747694,-82.626685 -Democrat,4249,11020,0.3855716878402904,39.5552462,-83.4618927 -Republican,6620,11020,0.6007259528130672,39.5552462,-83.4618927 -Other,151,11020,0.013702359346642469,39.5552462,-83.4618927 -Democrat,346336,570983,0.6065609659131708,39.9698749,-83.0090858 -Republican,215987,570983,0.37827220775399617,39.9698749,-83.0090858 -Other,8660,570983,0.015166826332833026,39.9698749,-83.0090858 -Democrat,9073,21268,0.426603347752492,41.5972639,-84.1242667 -Republican,11738,21268,0.5519089712243747,41.5972639,-84.1242667 -Other,457,21268,0.021487681023133347,41.5972639,-84.1242667 -Democrat,4557,12595,0.3618102421595871,38.8170456,-82.3017463 -Republican,7750,12595,0.6153235410877332,38.8170456,-82.3017463 -Other,288,12595,0.022866216752679636,38.8170456,-82.3017463 -Democrat,19659,50997,0.3854932643096653,41.4993217,-81.1735054 -Republican,30589,50997,0.5998195972312097,41.4993217,-81.1735054 -Other,749,50997,0.014687138459125046,41.4993217,-81.1735054 -Democrat,32256,83490,0.38634567014013654,39.6874785,-83.8948943 -Republican,49819,83490,0.5967061923583663,39.6874785,-83.8948943 -Other,1415,83490,0.016948137501497186,39.6874785,-83.8948943 -Democrat,7450,16814,0.44308314499821577,40.0566648,-81.497875 -Republican,8993,16814,0.5348519091233496,40.0566648,-81.497875 -Other,371,16814,0.022064945878434637,40.0566648,-81.497875 -Democrat,219927,418894,0.5250182623766394,39.1969272,-84.5441868 -Republican,193326,418894,0.4615153236857057,39.1969272,-84.5441868 -Other,5641,418894,0.013466413937654872,39.1969272,-84.5441868 -Democrat,12564,35694,0.3519919314170449,41.0004711,-83.6660335 -Republican,22443,35694,0.6287611363254328,41.0004711,-83.6660335 -Other,687,35694,0.019246932257522272,41.0004711,-83.6660335 -Democrat,4619,12449,0.3710338179773476,40.6604152,-83.6640773 -Republican,7489,12449,0.6015744236484858,40.6604152,-83.6640773 -Other,341,12449,0.0273917583741666,40.6604152,-83.6640773 -Democrat,2950,7141,0.41310740792606077,40.2923175,-81.0915651 -Republican,4019,7141,0.5628063296457079,40.2923175,-81.0915651 -Other,172,7141,0.02408626242823134,40.2923175,-81.0915651 -Democrat,5658,14236,0.3974431019949424,41.3315843,-84.0688996 -Republican,8257,14236,0.5800084293340826,41.3315843,-84.0688996 -Other,321,14236,0.022548468670974993,41.3315843,-84.0688996 -Democrat,6049,17839,0.33908851393015305,39.1844221,-83.601359 -Republican,11410,17839,0.6396098436010987,39.1844221,-83.601359 -Other,380,17839,0.021301642468748248,39.1844221,-83.601359 -Democrat,6157,12728,0.48373664362036456,39.4903424,-82.4834473 -Republican,6285,12728,0.4937932118164676,39.4903424,-82.4834473 -Other,286,12728,0.02247014456316782,39.4903424,-82.4834473 -Democrat,2608,11536,0.2260748959778086,40.5655971,-81.9300012 -Republican,8702,11536,0.7543342579750347,40.5655971,-81.9300012 -Other,226,11536,0.01959084604715673,40.5655971,-81.9300012 -Democrat,11006,24663,0.4462555244698536,41.1450798,-82.594641 -Republican,13060,24663,0.5295381745935207,41.1450798,-82.594641 -Other,597,24663,0.024206300936625715,41.1450798,-82.594641 -Democrat,5166,13381,0.38606980046334355,39.0134773,-82.614142 -Republican,7904,13381,0.5906882893655183,39.0134773,-82.614142 -Other,311,13381,0.02324191017113818,39.0134773,-82.614142 -Democrat,15385,33069,0.46523934802987693,40.3993836,-80.7635272 -Republican,17034,33069,0.5151047809126372,40.3993836,-80.7635272 -Other,650,33069,0.01965587105748586,40.3993836,-80.7635272 -Democrat,10470,28388,0.3688178103423982,40.4036198,-82.4223929 -Republican,17266,28388,0.608214738621953,40.4036198,-82.4223929 -Other,652,28388,0.022967451035648866,40.4036198,-82.4223929 -Democrat,57680,118404,0.4871457045370089,41.9241163,-81.3926429 -Republican,58744,118404,0.49613188743623526,41.9241163,-81.3926429 -Other,1980,118404,0.016722408026755852,41.9241163,-81.3926429 -Democrat,10744,25833,0.41590214067278286,38.6038659,-82.5171856 -Republican,14651,25833,0.5671428018426045,38.6038659,-82.5171856 -Other,438,25833,0.016955057484612703,38.6038659,-82.5171856 -Democrat,34201,81390,0.4202113281729942,40.0915047,-82.4834352 -Republican,45503,81390,0.5590735962648974,40.0915047,-82.4834352 -Other,1686,81390,0.020715075562108366,40.0915047,-82.4834352 -Democrat,7062,21137,0.3341060699247765,40.3875532,-83.766343 -Republican,13633,21137,0.6449827317027014,40.3875532,-83.766343 -Other,442,21137,0.020911198372522116,40.3875532,-83.766343 -Democrat,81464,143253,0.5686722093080075,41.4388045,-82.179722 -Republican,59405,143253,0.4146859053562578,41.4388045,-82.179722 -Other,2384,143253,0.016641885335734678,41.4388045,-82.179722 -Democrat,136616,210218,0.6498777459589569,41.6823213,-83.4689033 -Republican,69940,210218,0.33270224243404467,41.6823213,-83.4689033 -Other,3662,210218,0.01742001160699845,41.6823213,-83.4689033 -Democrat,6845,17517,0.39076325854883825,39.8966074,-83.4008847 -Republican,10342,17517,0.5903978991836502,39.8966074,-83.4008847 -Other,330,17517,0.01883884226751156,39.8966074,-83.4008847 -Democrat,77059,121310,0.6352238067760284,41.0108798,-80.7703956 -Republican,42641,121310,0.35150441018877254,41.0108798,-80.7703956 -Other,1610,121310,0.013271783035199077,41.0108798,-80.7703956 -Democrat,12504,27352,0.4571512138052062,40.5880337,-83.1688034 -Republican,14265,27352,0.5215340742907283,40.5880337,-83.1688034 -Other,583,27352,0.021314711904065517,40.5880337,-83.1688034 -Democrat,38785,90783,0.4272275646321448,41.1161743,-81.8997641 -Republican,50418,90783,0.5553682958263111,41.1161743,-81.8997641 -Other,1580,90783,0.01740413954154412,41.1161743,-81.8997641 -Democrat,4027,10218,0.3941084360931689,39.0898068,-82.0283968 -Republican,5895,10218,0.5769230769230769,39.0898068,-82.0283968 -Other,296,10218,0.02896848698375416,39.0898068,-82.0283968 -Democrat,4745,21661,0.21905729190711418,40.5353325,-84.6320588 -Republican,16561,21661,0.7645538063801302,40.5353325,-84.6320588 -Other,355,21661,0.016388901712755644,40.5353325,-84.6320588 -Democrat,16383,51936,0.3154459334565619,40.0533257,-84.2284135 -Republican,34606,51936,0.6663200862600123,40.0533257,-84.2284135 -Other,947,51936,0.018233980283425755,40.0533257,-84.2284135 -Democrat,3035,6782,0.44750810970215277,39.7262526,-81.0909834 -Republican,3548,6782,0.5231495134178709,39.7262526,-81.0909834 -Other,199,6782,0.029342376879976408,39.7262526,-81.0909834 -Democrat,137139,266278,0.5150218944111041,39.7537357,-84.2905915 -Republican,124841,266278,0.46883708004416436,39.7537357,-84.2905915 -Other,4298,266278,0.016141025544731447,39.7537357,-84.2905915 -Democrat,2814,6129,0.45912873225648554,39.6249458,-81.8616967 -Republican,3179,6129,0.5186816772719857,39.6249458,-81.8616967 -Other,136,6129,0.022189590471528797,39.6249458,-81.8616967 -Democrat,5933,16184,0.36659663865546216,40.5252659,-82.7977288 -Republican,9865,16184,0.6095526445872467,40.5252659,-82.7977288 -Other,386,16184,0.02385071675729115,40.5252659,-82.7977288 -Democrat,17001,37085,0.4584333288391533,39.9660457,-81.9435064 -Republican,19264,37085,0.5194553053795335,39.9660457,-81.9435064 -Other,820,37085,0.0221113657813132,39.9660457,-81.9435064 -Democrat,2131,5872,0.36290871934604907,39.7672317,-81.452493 -Republican,3563,5872,0.6067779291553134,39.7672317,-81.452493 -Other,178,5872,0.030313351498637602,39.7672317,-81.452493 -Democrat,11503,22456,0.5122461702885643,41.5454953,-83.0126127 -Republican,10538,22456,0.4692732454577841,41.5454953,-83.0126127 -Other,415,22456,0.018480584253651584,41.5454953,-83.0126127 -Democrat,3538,9128,0.3875985977212971,41.1189483,-84.5821249 -Republican,5354,9128,0.586546888694128,41.1189483,-84.5821249 -Other,236,9128,0.025854513584574933,41.1189483,-84.5821249 -Democrat,7033,14984,0.4693673251468233,39.7431874,-82.2379525 -Republican,7627,14984,0.5090096102509343,39.7431874,-82.2379525 -Other,324,14984,0.021623064602242392,39.7431874,-82.2379525 -Democrat,9684,24123,0.40144260664096504,39.648947,-83.0528267 -Republican,14037,24123,0.5818927994030593,39.648947,-83.0528267 -Other,402,24123,0.016664593955975623,39.648947,-83.0528267 -Democrat,5684,11581,0.490803902944478,39.0713413,-83.0529107 -Republican,5685,11581,0.49089025127363783,39.0713413,-83.0529107 -Other,212,11581,0.01830584578188412,39.0713413,-83.0529107 -Democrat,39453,76239,0.5174910478888758,41.1689703,-81.1969618 -Republican,35242,76239,0.4622568501685489,41.1689703,-81.1969618 -Other,1544,76239,0.02025210194257532,41.1689703,-81.1969618 -Democrat,6211,20169,0.30794784074569886,39.7388104,-84.6447584 -Republican,13535,20169,0.6710793792453765,39.7388104,-84.6447584 -Other,423,20169,0.020972780008924587,39.7388104,-84.6447584 -Democrat,4318,18372,0.23503156978010015,41.0245334,-84.1298791 -Republican,13721,18372,0.7468430219899848,41.0245334,-84.1298791 -Other,333,18372,0.01812540822991509,41.0245334,-84.1298791 -Democrat,22687,57715,0.393086719223772,40.774159,-82.5427812 -Republican,33867,57715,0.5867971931040458,40.774159,-82.5427812 -Other,1161,57715,0.020116087672182276,40.774159,-82.5427812 -Democrat,14569,30083,0.48429345477512215,39.3238969,-83.0595362 -Republican,15008,30083,0.49888641425389757,39.3238969,-83.0595362 -Other,506,30083,0.01682013097098029,39.3238969,-83.0595362 -Democrat,14541,28994,0.5015175553562806,41.3553193,-83.1427763 -Republican,13755,28994,0.47440849830999515,41.3553193,-83.1427763 -Other,698,28994,0.024073946333724217,41.3553193,-83.1427763 -Democrat,15077,31161,0.4838419819646353,38.8148886,-82.998675 -Republican,15492,31161,0.49715991142774624,38.8148886,-82.998675 -Other,592,31161,0.018998106607618498,38.8148886,-82.998675 -Democrat,11353,25262,0.44941018129997623,41.1199923,-83.1275469 -Republican,13243,25262,0.5242261103633916,41.1199923,-83.1275469 -Other,666,25262,0.026363708336632097,41.1199923,-83.1275469 -Democrat,6343,23866,0.2657755803234727,40.3366802,-84.2041425 -Republican,17142,23866,0.7182602866001844,40.3366802,-84.2041425 -Other,381,23866,0.015964133076342913,40.3366802,-84.2041425 -Democrat,89432,181477,0.4928007405897166,40.8141314,-81.3656673 -Republican,88581,181477,0.4881114411192603,40.8141314,-81.3656673 -Other,3464,181477,0.019087818291023104,40.8141314,-81.3656673 -Democrat,153037,267711,0.5716500255872937,41.1218471,-81.5349279 -Republican,111000,267711,0.41462622006566785,41.1218471,-81.5349279 -Other,3674,267711,0.013723754347038411,41.1218471,-81.5349279 -Democrat,61672,101719,0.6062977418181461,41.3063744,-80.7703998 -Republican,38279,101719,0.3763210413000521,41.3063744,-80.7703998 -Other,1768,101719,0.017381216881801827,41.3063744,-80.7703998 -Democrat,18407,41613,0.4423377309975248,40.4474903,-81.4711052 -Republican,22242,41613,0.5344964314036479,40.4474903,-81.4711052 -Other,964,41613,0.023165837598827288,40.4474903,-81.4711052 -Democrat,8805,25567,0.3443892517698596,40.2959008,-83.3670416 -Republican,16289,25567,0.637110337544491,40.2959008,-83.3670416 -Other,473,25567,0.01850041068564947,40.2959008,-83.3670416 -Democrat,2436,5467,0.44558258642765686,39.2520418,-82.4859614 -Republican,2856,5467,0.5224071702944942,39.2520418,-82.4859614 -Other,175,5467,0.03201024327784891,39.2520418,-82.4859614 -Democrat,32909,111004,0.2964667939894058,39.4256516,-84.1699063 -Republican,76561,111004,0.6897138841843538,39.4256516,-84.1699063 -Other,1534,111004,0.013819321826240495,39.4256516,-84.1699063 -Democrat,11651,29499,0.39496254110308826,39.4506764,-81.4906359 -Republican,17284,29499,0.5859181667175158,39.4506764,-81.4906359 -Other,564,29499,0.01911929217939591,39.4506764,-81.4906359 -Democrat,19808,51064,0.3879053736487545,40.8296612,-81.8871942 -Republican,30251,51064,0.5924134419551935,40.8296612,-81.8871942 -Other,1005,51064,0.01968118439605201,40.8296612,-81.8871942 -Democrat,7266,17706,0.4103693663165029,41.5649587,-84.5843235 -Republican,10047,17706,0.5674347678752966,41.5649587,-84.5843235 -Other,393,17706,0.02219586580820061,41.5649587,-84.5843235 -Democrat,32802,63948,0.5129480202664665,41.3601834,-83.6226821 -Republican,29704,63948,0.46450240820666794,41.3601834,-83.6226821 -Other,1442,63948,0.02254957152686558,41.3601834,-83.6226821 -Democrat,4137,10572,0.391316685584563,40.8397816,-83.313681 -Republican,6180,10572,0.5845629965947786,40.8397816,-83.313681 -Other,255,10572,0.024120317820658342,40.8397816,-83.313681 -Democrat,2127,6508,0.3268285187461586,35.8980428,-94.6510258 -Republican,4381,6508,0.6731714812538414,35.8980428,-94.6510258 -Other,0,6508,0.0,35.8980428,-94.6510258 -Democrat,322,2083,0.15458473355736918,36.7297032,-98.3234449 -Republican,1761,2083,0.8454152664426309,36.7297032,-98.3234449 -Other,0,2083,0.0,36.7297032,-98.3234449 -Democrat,1243,4781,0.25998745032419995,34.3924691,-96.0365577 -Republican,3538,4781,0.7400125496758,34.3924691,-96.0365577 -Other,0,4781,0.0,34.3924691,-96.0365577 -Democrat,244,2306,0.10581092801387684,36.7483343,-100.4830555 -Republican,2062,2306,0.8941890719861232,36.7483343,-100.4830555 -Other,0,2306,0.0,36.7483343,-100.4830555 -Democrat,1417,6925,0.20462093862815883,35.2706008,-99.6900574 -Republican,5508,6925,0.7953790613718411,35.2706008,-99.6900574 -Other,0,6925,0.0,35.2706008,-99.6900574 -Democrat,992,3816,0.259958071278826,35.877782,-98.4289343 -Republican,2824,3816,0.740041928721174,35.877782,-98.4289343 -Other,0,3816,0.0,35.877782,-98.4289343 -Democrat,3681,13201,0.2788425119309143,33.9640035,-96.2641365 -Republican,9520,13201,0.7211574880690856,33.9640035,-96.2641365 -Other,0,13201,0.0,33.9640035,-96.2641365 -Democrat,3164,8851,0.3574737317817196,35.1679202,-98.3810447 -Republican,5687,8851,0.6425262682182804,35.1679202,-98.3810447 -Other,0,8851,0.0,35.1679202,-98.3810447 -Democrat,10537,46162,0.22826134049651228,35.5433544,-97.9798891 -Republican,35625,46162,0.7717386595034877,35.5433544,-97.9798891 -Other,0,46162,0.0,35.5433544,-97.9798891 -Democrat,4908,17122,0.2866487559864502,34.2518484,-97.2879273 -Republican,12214,17122,0.7133512440135498,34.2518484,-97.2879273 -Other,0,17122,0.0,34.2518484,-97.2879273 -Democrat,6144,14306,0.42947015238361524,35.9043668,-94.9967964 -Republican,8162,14306,0.5705298476163847,35.9043668,-94.9967964 -Other,0,14306,0.0,35.9043668,-94.9967964 -Democrat,1494,5066,0.2949072246348204,34.0276453,-95.5542077 -Republican,3572,5066,0.7050927753651797,34.0276453,-95.5542077 -Other,0,5066,0.0,34.0276453,-95.5542077 -Democrat,115,1197,0.0960735171261487,36.7483904,-102.5176984 -Republican,1082,1197,0.9039264828738512,36.7483904,-102.5176984 -Other,0,1197,0.0,36.7483904,-102.5176984 -Democrat,34771,93887,0.3703494626519113,35.2063756,-97.3230884 -Republican,59116,93887,0.6296505373480886,35.2063756,-97.3230884 -Other,0,93887,0.0,35.2063756,-97.3230884 -Democrat,649,2359,0.2751165748198389,34.5828612,-96.288039 -Republican,1710,2359,0.7248834251801611,34.5828612,-96.288039 -Other,0,2359,0.0,34.5828612,-96.288039 -Democrat,12521,30185,0.4148086798078516,34.66263,-98.4766117 -Republican,17664,30185,0.5851913201921484,34.66263,-98.4766117 -Other,0,30185,0.0,34.66263,-98.4766117 -Democrat,657,2453,0.2678353037097432,34.290676,-98.3734379 -Republican,1796,2453,0.7321646962902568,34.290676,-98.3734379 -Other,0,2453,0.0,34.290676,-98.3734379 -Democrat,1747,5306,0.32924990576705615,36.7638896,-95.2015531 -Republican,3559,5306,0.6707500942329438,36.7638896,-95.2015531 -Other,0,5306,0.0,36.7638896,-95.2015531 -Democrat,7128,26114,0.2729570345408593,35.9077324,-96.3797931 -Republican,18986,26114,0.7270429654591407,35.9077324,-96.3797931 -Other,0,26114,0.0,35.9077324,-96.3797931 -Democrat,2359,9805,0.24059153493115756,35.6456012,-98.9973857 -Republican,7446,9805,0.7594084650688424,35.6456012,-98.9973857 -Other,0,9805,0.0,35.6456012,-98.9973857 -Democrat,4196,14276,0.2939198655085458,36.3933755,-94.808217 -Republican,10080,14276,0.7060801344914542,36.3933755,-94.808217 -Other,0,14276,0.0,36.3933755,-94.808217 -Democrat,301,2093,0.14381270903010032,35.9779598,-99.014385 -Republican,1792,2093,0.8561872909698997,35.9779598,-99.014385 -Other,0,2093,0.0,35.9779598,-99.014385 -Democrat,226,1801,0.1254858411993337,36.2242576,-99.7501388 -Republican,1575,1801,0.8745141588006663,36.2242576,-99.7501388 -Other,0,1801,0.0,36.2242576,-99.7501388 -Democrat,4733,19910,0.2377197388247112,36.3780539,-97.7884503 -Republican,15177,19910,0.7622802611752888,36.3780539,-97.7884503 -Other,0,19910,0.0,36.3780539,-97.7884503 -Democrat,2559,9484,0.2698228595529312,34.7093497,-97.312723 -Republican,6925,9484,0.7301771404470687,34.7093497,-97.312723 -Other,0,9484,0.0,34.7093497,-97.312723 -Democrat,4786,19619,0.2439471940465875,35.0210581,-97.8868902 -Republican,14833,19619,0.7560528059534125,35.0210581,-97.8868902 -Other,0,19619,0.0,35.0210581,-97.8868902 -Democrat,393,2068,0.19003868471953578,36.7882544,-97.7881508 -Republican,1675,2068,0.8099613152804642,36.7882544,-97.7881508 -Other,0,2068,0.0,36.7882544,-97.7881508 -Democrat,488,1832,0.2663755458515284,34.9338533,-99.5529675 -Republican,1344,1832,0.7336244541484717,34.9338533,-99.5529675 -Other,0,1832,0.0,34.9338533,-99.5529675 -Democrat,264,923,0.28602383531960995,34.745971,-99.8441936 -Republican,659,923,0.71397616468039,34.745971,-99.8441936 -Other,0,923,0.0,34.745971,-99.8441936 -Democrat,173,1434,0.1206415620641562,36.8003504,-99.6628052 -Republican,1261,1434,0.8793584379358438,36.8003504,-99.6628052 -Other,0,1434,0.0,36.8003504,-99.6628052 -Democrat,1175,4244,0.276861451460886,35.2322953,-95.1095765 -Republican,3069,4244,0.7231385485391141,35.2322953,-95.1095765 -Other,0,4244,0.0,35.2322953,-95.1095765 -Democrat,1370,4208,0.3255703422053232,35.0529339,-96.2511829 -Republican,2838,4208,0.6744296577946768,35.0529339,-96.2511829 -Other,0,4208,0.0,35.0529339,-96.2511829 -Democrat,1954,7919,0.24674832680894052,34.5940059,-99.4122347 -Republican,5965,7919,0.7532516731910595,34.5940059,-99.4122347 -Other,0,7919,0.0,34.5940059,-99.4122347 -Democrat,605,2239,0.2702099151406878,34.1050824,-97.8388896 -Republican,1634,2239,0.7297900848593122,34.1050824,-97.8388896 -Other,0,2239,0.0,34.1050824,-97.8388896 -Democrat,1137,3786,0.30031695721077656,34.3134553,-96.6542545 -Republican,2649,3786,0.6996830427892234,34.3134553,-96.6542545 -Other,0,3786,0.0,34.3134553,-96.6542545 -Democrat,4627,16126,0.2869279424531812,36.8148851,-97.1438616 -Republican,11499,16126,0.7130720575468188,36.8148851,-97.1438616 -Other,0,16126,0.0,36.8148851,-97.1438616 -Democrat,898,5768,0.15568654646324548,35.9494357,-97.9345565 -Republican,4870,5768,0.8443134535367545,35.9494357,-97.9345565 -Other,0,5768,0.0,35.9494357,-97.9345565 -Democrat,1106,3422,0.32320280537697255,34.9214893,-98.9816168 -Republican,2316,3422,0.6767971946230275,34.9214893,-98.9816168 -Other,0,3422,0.0,34.9214893,-98.9816168 -Democrat,1170,3798,0.3080568720379147,34.8751365,-95.2722625 -Republican,2628,3798,0.6919431279620853,34.8751365,-95.2722625 -Other,0,3798,0.0,34.8751365,-95.2722625 -Democrat,3273,12826,0.2551847809137689,35.7031175,-96.8813917 -Republican,9553,12826,0.744815219086231,35.7031175,-96.8813917 -Other,0,12826,0.0,35.7031175,-96.8813917 -Democrat,4724,17038,0.27726258950581056,35.9141514,-97.4507644 -Republican,12314,17038,0.7227374104941895,35.9141514,-97.4507644 -Other,0,17038,0.0,35.9141514,-97.4507644 -Democrat,1034,3470,0.2979827089337176,33.9578039,-97.2450928 -Republican,2436,3470,0.7020172910662824,33.9578039,-97.2450928 -Other,0,3470,0.0,33.9578039,-97.2450928 -Democrat,446,3146,0.1417673235855054,36.3131189,-98.5420147 -Republican,2700,3146,0.8582326764144946,36.3131189,-98.5420147 -Other,0,3146,0.0,36.3131189,-98.5420147 -Democrat,1396,5140,0.2715953307392996,34.0270068,-96.770533 -Republican,3744,5140,0.7284046692607004,34.0270068,-96.770533 -Other,0,5140,0.0,34.0270068,-96.770533 -Democrat,4823,14460,0.33354080221300136,36.303804,-95.2356382 -Republican,9637,14460,0.6664591977869986,36.303804,-95.2356382 -Other,0,14460,0.0,36.303804,-95.2356382 -Democrat,1540,5146,0.29926156237854645,34.4857664,-97.0715567 -Republican,3606,5146,0.7007384376214536,34.4857664,-97.0715567 -Other,0,5146,0.0,34.4857664,-97.0715567 -Democrat,9952,23356,0.4261003596506251,35.6175506,-95.3839106 -Republican,13404,23356,0.5738996403493749,35.6175506,-95.3839106 -Other,0,23356,0.0,35.6175506,-95.3839106 -Democrat,1143,4631,0.24681494277693802,36.384901,-97.2363345 -Republican,3488,4631,0.753185057223062,36.384901,-97.2363345 -Other,0,4631,0.0,36.384901,-97.2363345 -Democrat,1244,4076,0.30520117762512267,36.7896148,-95.6133123 -Republican,2832,4076,0.6947988223748773,36.7896148,-95.6133123 -Other,0,4076,0.0,36.7896148,-95.6133123 -Democrat,1256,3591,0.34976329713171816,35.466804,-96.3277619 -Republican,2335,3591,0.6502367028682818,35.466804,-96.3277619 -Other,0,3591,0.0,35.466804,-96.3277619 -Democrat,106982,256710,0.4167426278680223,35.5546109,-97.4094007 -Republican,149728,256710,0.5832573721319777,35.5546109,-97.4094007 -Other,0,256710,0.0,35.5546109,-97.4094007 -Democrat,5432,13163,0.412671883309276,35.6435003,-95.9659468 -Republican,7731,13163,0.587328116690724,35.6435003,-95.9659468 -Other,0,13163,0.0,35.6435003,-95.9659468 -Democrat,6704,17946,0.37356513986403656,36.6242995,-96.408112 -Republican,11242,17946,0.6264348601359635,36.6242995,-96.408112 -Other,0,17946,0.0,36.6242995,-96.408112 -Democrat,3509,9975,0.35177944862155386,36.8357635,-94.8026814 -Republican,6466,9975,0.6482205513784461,36.8357635,-94.8026814 -Other,0,9975,0.0,36.8357635,-94.8026814 -Democrat,1813,6045,0.29991728701406123,36.3137038,-96.6966693 -Republican,4232,6045,0.7000827129859388,36.3137038,-96.6966693 -Other,0,6045,0.0,36.3137038,-96.6966693 -Democrat,9198,25679,0.3581915183613069,36.0792254,-96.9752553 -Republican,16481,25679,0.6418084816386931,36.0792254,-96.9752553 -Other,0,25679,0.0,36.0792254,-96.9752553 -Democrat,4831,15672,0.308256763654926,34.9255401,-95.7481302 -Republican,10841,15672,0.6917432363450741,34.9255401,-95.7481302 -Other,0,15672,0.0,34.9255401,-95.7481302 -Democrat,3947,12892,0.3061588582066398,34.7214461,-96.691971 -Republican,8945,12892,0.6938411417933602,34.7214461,-96.691971 -Other,0,12892,0.0,34.7214461,-96.691971 -Democrat,7188,23438,0.3066814574622408,35.2113928,-96.957007 -Republican,16250,23438,0.6933185425377592,35.2113928,-96.957007 -Other,0,23438,0.0,35.2113928,-96.957007 -Democrat,1043,4130,0.25254237288135595,34.377899,-95.4080818 -Republican,3087,4130,0.747457627118644,34.377899,-95.4080818 -Other,0,4130,0.0,34.377899,-95.4080818 -Democrat,9148,36701,0.24925751341925287,36.3777941,-95.6013835 -Republican,27553,36701,0.7507424865807472,36.3777941,-95.6013835 -Other,0,36701,0.0,36.3777941,-95.6013835 -Democrat,2600,7456,0.3487124463519313,35.1583657,-96.6028575 -Republican,4856,7456,0.6512875536480687,35.1583657,-96.6028575 -Other,0,7456,0.0,35.1583657,-96.6028575 -Democrat,4193,13771,0.30448042988889695,35.5024345,-94.7507569 -Republican,9578,13771,0.695519570111103,35.5024345,-94.7507569 -Other,0,13771,0.0,35.5024345,-94.7507569 -Democrat,3939,16847,0.23381017391820502,34.4813609,-97.8556068 -Republican,12908,16847,0.766189826081795,34.4813609,-97.8556068 -Other,0,16847,0.0,34.4813609,-97.8556068 -Democrat,862,5792,0.14882596685082872,36.7463169,-101.4838549 -Republican,4930,5792,0.8511740331491713,36.7463169,-101.4838549 -Other,0,5792,0.0,36.7463169,-101.4838549 -Democrat,906,2721,0.33296582138919517,34.3710852,-98.931701 -Republican,1815,2721,0.6670341786108048,34.3710852,-98.931701 -Other,0,2721,0.0,34.3710852,-98.931701 -Democrat,82744,227806,0.3632213374537984,36.1203177,-95.9418132 -Republican,145062,227806,0.6367786625462016,36.1203177,-95.9418132 -Other,0,227806,0.0,36.1203177,-95.9418132 -Democrat,7791,28691,0.27154856923774007,35.9634785,-95.5140982 -Republican,20900,28691,0.7284514307622599,35.9634785,-95.5140982 -Other,0,28691,0.0,35.9634785,-95.5140982 -Democrat,5532,21200,0.2609433962264151,36.7043803,-95.9061545 -Republican,15668,21200,0.739056603773585,36.7043803,-95.9061545 -Other,0,21200,0.0,36.7043803,-95.9061545 -Democrat,822,4316,0.19045412418906396,35.2894967,-98.9914359 -Republican,3494,4316,0.8095458758109361,35.2894967,-98.9914359 -Other,0,4316,0.0,35.2894967,-98.9914359 -Democrat,671,3398,0.19746909947027663,36.7269843,-98.863649 -Republican,2727,3398,0.8025309005297233,36.7269843,-98.863649 -Other,0,3398,0.0,36.7269843,-98.863649 -Democrat,1133,7078,0.16007346708109635,36.4256189,-99.2736609 -Republican,5945,7078,0.8399265329189036,36.4256189,-99.2736609 -Other,0,7078,0.0,36.4256189,-99.2736609 -Democrat,2369,8448,0.2804214015151515,44.7034268,-117.6919334 -Republican,5702,8448,0.6749526515151515,44.7034268,-117.6919334 -Other,377,8448,0.04462594696969697,44.7034268,-117.6919334 -Democrat,27776,44802,0.6199723226641668,44.4938816,-123.4246641 -Republican,14991,44802,0.3346055979643766,44.4938816,-123.4246641 -Other,2035,44802,0.04542207937145663,44.4938816,-123.4246641 -Democrat,95493,189332,0.5043679885069613,45.1604934,-122.1951274 -Republican,88592,189332,0.46791878816048,45.1604934,-122.1951274 -Other,5247,189332,0.02771322333255868,45.1604934,-122.1951274 -Democrat,9861,17818,0.553429116623639,46.0245094,-123.7050366 -Republican,7249,17818,0.40683578403861265,46.0245094,-123.7050366 -Other,708,17818,0.039735099337748346,46.0245094,-123.7050366 -Democrat,12004,23875,0.5027853403141361,45.941932,-123.081079 -Republican,10772,23875,0.4511832460732984,45.941932,-123.081079 -Other,1099,23875,0.04603141361256544,45.941932,-123.081079 -Democrat,12845,28686,0.44777940458760374,43.1859095,-124.0941335 -Republican,14673,28686,0.5115038694833717,43.1859095,-124.0941335 -Other,1168,28686,0.04071672592902461,43.1859095,-124.0941335 -Democrat,3104,10230,0.30342130987292276,44.1630537,-120.3715849 -Republican,6790,10230,0.6637341153470185,44.1630537,-120.3715849 -Other,336,10230,0.03284457478005865,44.1630537,-120.3715849 -Democrat,4625,11678,0.39604384312382257,42.4664387,-124.2109292 -Republican,6598,11678,0.5649940058229149,42.4664387,-124.2109292 -Other,455,11678,0.03896215105326255,42.4664387,-124.2109292 -Democrat,36961,81900,0.4512942612942613,43.9151181,-121.2255751 -Republican,42463,81900,0.5184737484737485,43.9151181,-121.2255751 -Other,2476,81900,0.030231990231990233,43.9151181,-121.2255751 -Democrat,17145,49803,0.3442563700981869,43.2863277,-123.154476 -Republican,30776,49803,0.617954741682228,43.2863277,-123.154476 -Other,1882,49803,0.03778888821958516,43.2863277,-123.154476 -Democrat,371,1061,0.34967012252591895,45.43059,-120.319901 -Republican,639,1061,0.6022620169651273,45.43059,-120.319901 -Other,51,1061,0.04806786050895382,45.43059,-120.319901 -Democrat,853,3911,0.21810278701099464,44.4963261,-119.0140572 -Republican,2926,3911,0.7481462541549476,44.4963261,-119.0140572 -Other,132,3911,0.033750958834057786,44.4963261,-119.0140572 -Democrat,832,3583,0.2322076472229975,43.0644492,-118.9871695 -Republican,2607,3583,0.7276025676807145,43.0644492,-118.9871695 -Other,144,3583,0.040189785096288025,43.0644492,-118.9871695 -Democrat,44468,97127,0.4578335581249292,42.4116214,-122.6756106 -Republican,49020,97127,0.5047000319169747,42.4116214,-122.6756106 -Other,3639,97127,0.0374664099580961,42.4116214,-122.6756106 -Democrat,3301,8175,0.4037920489296636,44.6451505,-121.1786315 -Republican,4642,8175,0.56782874617737,44.6451505,-121.1786315 -Other,232,8175,0.028379204892966362,44.6451505,-121.1786315 -Democrat,14953,40238,0.37161389731099953,42.3869829,-123.5716197 -Republican,23673,40238,0.5883244694070282,42.3869829,-123.5716197 -Other,1612,40238,0.040061633281972264,42.3869829,-123.5716197 -Democrat,8302,28152,0.29489911906791705,42.6837613,-121.6461682 -Republican,18898,28152,0.67128445581131,42.6837613,-121.6461682 -Other,952,28152,0.033816425120772944,42.6837613,-121.6461682 -Democrat,770,3710,0.20754716981132076,42.7884009,-120.3897896 -Republican,2808,3710,0.7568733153638814,42.7884009,-120.3897896 -Other,132,3710,0.03557951482479784,42.7884009,-120.3897896 -Democrat,102652,171850,0.5973348850741926,43.9283286,-122.8976901 -Republican,62509,171850,0.3637416351469305,43.9283286,-122.8976901 -Other,6689,171850,0.038923479778876925,43.9283286,-122.8976901 -Democrat,13401,22984,0.5830577793247477,44.6410607,-123.9112121 -Republican,8686,22984,0.3779150713539854,44.6410607,-123.9112121 -Other,897,22984,0.03902714932126697,44.6410607,-123.9112121 -Democrat,20378,51426,0.3962587018239801,44.4888982,-122.5372084 -Republican,28944,51426,0.5628281414070704,44.4888982,-122.5372084 -Other,2104,51426,0.040913156768949556,44.4888982,-122.5372084 -Democrat,2759,9956,0.2771193250301326,43.1886252,-117.6031915 -Republican,6851,9956,0.6881277621534753,43.1886252,-117.6031915 -Other,346,9956,0.034752912816392124,43.1886252,-117.6031915 -Democrat,56376,120376,0.4683325579849804,44.9008984,-122.5762602 -Republican,60190,120376,0.500016614607563,44.9008984,-122.5762602 -Other,3810,120376,0.03165082740745664,44.9008984,-122.5762602 -Democrat,1202,3882,0.30963420917053064,45.4254956,-119.6023111 -Republican,2532,3882,0.652241112828439,45.4254956,-119.6023111 -Other,148,3882,0.0381246780010304,45.4254956,-119.6023111 -Democrat,274887,364722,0.7536891111586359,45.5477107,-122.4173625 -Republican,75302,364722,0.20646410142519508,45.5477107,-122.4173625 -Other,14533,364722,0.039846787416169024,45.5477107,-122.4173625 -Democrat,16292,35257,0.462092634086848,44.9003752,-123.3986729 -Republican,17819,35257,0.5054031823467681,44.9003752,-123.3986729 -Other,1146,35257,0.03250418356638398,44.9003752,-123.3986729 -Democrat,319,1026,0.310916179337232,45.3992158,-120.6785124 -Republican,678,1026,0.6608187134502924,45.3992158,-120.6785124 -Other,29,1026,0.028265107212475632,45.3992158,-120.6785124 -Democrat,6293,12519,0.5026759325824747,45.4558895,-123.7592988 -Republican,5684,12519,0.4540298745906223,45.4558895,-123.7592988 -Other,542,12519,0.04329419282690311,45.4558895,-123.7592988 -Democrat,8584,24969,0.3437862950058072,45.5911997,-118.7338795 -Republican,15499,24969,0.6207297048339941,45.5911997,-118.7338795 -Other,886,24969,0.03548400016019865,45.5911997,-118.7338795 -Democrat,3973,12070,0.3291632145816073,45.3040809,-117.9991488 -Republican,7636,12070,0.6326429163214582,45.3040809,-117.9991488 -Other,461,12070,0.03819386909693455,45.3040809,-117.9991488 -Democrat,1253,4205,0.2979785969084423,45.593753,-117.1855796 -Republican,2804,4205,0.6668252080856124,45.593753,-117.1855796 -Other,148,4205,0.035196195005945306,45.593753,-117.1855796 -Democrat,5211,10873,0.47926055366504183,45.1645359,-121.1650693 -Republican,5229,10873,0.48091603053435117,45.1645359,-121.1650693 -Other,433,10873,0.039823415800607005,45.1645359,-121.1650693 -Democrat,135291,237023,0.5707927078806698,45.5535419,-123.0976146 -Republican,93974,237023,0.3964762913303772,45.5535419,-123.0976146 -Other,7758,237023,0.03273100078895297,45.5535419,-123.0976146 -Democrat,266,858,0.31002331002331,44.7364146,-120.0268608 -Republican,545,858,0.6351981351981352,44.7364146,-120.0268608 -Other,47,858,0.054778554778554776,44.7364146,-120.0268608 -Democrat,19260,42907,0.4488778054862843,45.2478274,-123.3163993 -Republican,22045,42907,0.5137856293844827,45.2478274,-123.3163993 -Other,1602,42907,0.037336565129232994,45.2478274,-123.3163993 -Democrat,15091,42457,0.35544197658807736,39.8694707,-77.2177296 -Republican,26767,42457,0.630449631391761,39.8694707,-77.2177296 -Other,599,42457,0.014108392020161575,39.8694707,-77.2177296 -Democrat,352687,622081,0.566947069593831,40.4697574,-79.9804515 -Republican,262039,622081,0.42122971124339115,40.4697574,-79.9804515 -Other,7355,622081,0.011823219162777837,40.4697574,-79.9804515 -Democrat,9045,29602,0.3055536788054861,40.8123805,-79.4641285 -Republican,20142,29602,0.6804269981757989,40.8123805,-79.4641285 -Other,415,29602,0.014019323018714952,40.8123805,-79.4641285 -Democrat,37055,80474,0.46045927877326837,40.6841401,-80.3507209 -Republican,42344,80474,0.5261823694609439,40.6841401,-80.3507209 -Other,1075,80474,0.013358351765787708,40.6841401,-80.3507209 -Democrat,4788,21697,0.22067566944738903,39.9986336,-78.4947466 -Republican,16702,21697,0.7697838410840209,39.9986336,-78.4947466 -Other,207,21697,0.009540489468590128,39.9986336,-78.4947466 -Democrat,83011,170320,0.48738257397839363,40.4139565,-75.9268598 -Republican,84702,170320,0.4973109441052137,40.4139565,-75.9268598 -Other,2607,170320,0.015306481916392672,40.4139565,-75.9268598 -Democrat,16276,50241,0.3239585199339185,40.4986536,-78.3095974 -Republican,33319,50241,0.6631834557433172,40.4986536,-78.3095974 -Other,646,50241,0.012858024322764276,40.4986536,-78.3095974 -Democrat,8624,23426,0.36813796636216173,41.7915044,-76.5021231 -Republican,14410,23426,0.6151284897122855,41.7915044,-76.5021231 -Other,392,23426,0.016733543925552805,41.7915044,-76.5021231 -Democrat,160521,321016,0.5000404964238543,40.3368872,-75.10706 -Republican,156579,321016,0.4877607346674309,40.3368872,-75.10706 -Other,3916,321016,0.012198768908714831,40.3368872,-75.10706 -Democrat,28550,89445,0.3191905640337638,40.9138467,-79.9189776 -Republican,59761,89445,0.6681312538431439,40.9138467,-79.9189776 -Other,1134,89445,0.012678182123092404,40.9138467,-79.9189776 -Democrat,24249,60526,0.4006377424577867,40.5102221,-78.7104783 -Republican,35163,60526,0.5809569441231868,40.5102221,-78.7104783 -Other,1114,60526,0.018405313419026535,40.5102221,-78.7104783 -Democrat,724,2111,0.34296541923259116,41.4382909,-78.1983225 -Republican,1359,2111,0.6437707247749882,41.4382909,-78.1983225 -Other,28,2111,0.013263855992420654,41.4382909,-78.1983225 -Democrat,11580,25581,0.45267972323208633,40.9183666,-75.7050387 -Republican,13504,25581,0.5278917946913725,40.9183666,-75.7050387 -Other,497,25581,0.019428482076541184,40.9183666,-75.7050387 -Democrat,34176,69626,0.490851118834918,40.9091275,-77.8478769 -Republican,34001,69626,0.4883376899434119,40.9091275,-77.8478769 -Other,1449,69626,0.020811191221670067,40.9091275,-77.8478769 -Democrat,124311,251973,0.4933504780274077,39.9740287,-75.749752 -Republican,124840,251973,0.49544990931568067,39.9740287,-75.749752 -Other,2822,251973,0.011199612656911653,39.9740287,-75.749752 -Democrat,5056,16186,0.3123687137032003,41.1981594,-79.4203691 -Republican,10828,16186,0.6689731867045595,41.1981594,-79.4203691 -Other,302,16186,0.01865809959224021,41.1981594,-79.4203691 -Democrat,11121,31967,0.34789001157443616,41.0002489,-78.473749 -Republican,20347,31967,0.6365001407701693,41.0002489,-78.473749 -Other,499,31967,0.015609847655394625,41.0002489,-78.473749 -Democrat,5734,13265,0.43226535996984544,41.262624,-77.69636 -Republican,7303,13265,0.5505465510742555,41.262624,-77.69636 -Other,228,13265,0.017188088955898982,41.262624,-77.69636 -Democrat,10937,25623,0.4268430706786871,41.0455174,-76.4042599 -Republican,14236,25623,0.5555945829918433,41.0455174,-76.4042599 -Other,450,25623,0.017562346329469618,41.0455174,-76.4042599 -Democrat,13883,35388,0.3923081270487171,41.687876,-80.107795 -Republican,20901,35388,0.5906239403187521,41.687876,-80.107795 -Other,604,35388,0.017067932632530803,41.687876,-80.107795 -Democrat,44367,110814,0.400373599003736,40.1648047,-77.2634419 -Republican,64809,110814,0.5848448751962748,40.1648047,-77.2634419 -Other,1638,110814,0.01478152579998917,40.1648047,-77.2634419 -Democrat,64965,124008,0.5238774917747242,40.4125646,-76.7926343 -Republican,57450,124008,0.46327656280239987,40.4125646,-76.7926343 -Other,1593,124008,0.012845945422875944,40.4125646,-76.7926343 -Democrat,171792,285564,0.601588435517082,39.9166853,-75.3988178 -Republican,110853,285564,0.38818968777577006,39.9166853,-75.3988178 -Other,2919,285564,0.01022187670714796,39.9166853,-75.3988178 -Democrat,5463,13238,0.4126756307599335,41.4273317,-78.6539366 -Republican,7579,13238,0.5725185073273908,41.4273317,-78.6539366 -Other,196,13238,0.014805861912675631,41.4273317,-78.6539366 -Democrat,68036,118619,0.5735674723273675,42.1179519,-80.0963858 -Republican,49025,118619,0.4132980382569403,42.1179519,-80.0963858 -Other,1558,118619,0.013134489415692258,42.1179519,-80.0963858 -Democrat,21971,48505,0.452963611998763,39.9189072,-79.6401194 -Republican,26018,48505,0.5363983094526338,39.9189072,-79.6401194 -Other,516,48505,0.010638078548603236,39.9189072,-79.6401194 -Democrat,896,2312,0.3875432525951557,41.513304,-79.249705 -Republican,1383,2312,0.5981833910034602,41.513304,-79.249705 -Other,33,2312,0.014273356401384083,41.513304,-79.249705 -Democrat,18995,63078,0.3011351025714195,39.9267722,-77.7245208 -Republican,43260,63078,0.6858175592124037,39.9267722,-77.7245208 -Other,823,63078,0.013047338216176797,39.9267722,-77.7245208 -Democrat,1310,6195,0.21146085552865213,39.9107505,-78.1226171 -Republican,4814,6195,0.7770782889426957,39.9107505,-78.1226171 -Other,71,6195,0.011460855528652138,39.9107505,-78.1226171 -Democrat,5852,14464,0.4045907079646018,39.8477067,-80.2256552 -Republican,8428,14464,0.5826880530973452,39.8477067,-80.2256552 -Other,184,14464,0.012721238938053098,39.8477067,-80.2256552 -Democrat,5409,17639,0.30665003685016157,40.4223108,-77.9685953 -Republican,11979,17639,0.6791201315267306,40.4223108,-77.9685953 -Other,251,17639,0.014229831623107887,40.4223108,-77.9685953 -Democrat,14473,36321,0.3984747115993502,40.6514319,-79.0875451 -Republican,21257,36321,0.5852537099749456,40.6514319,-79.0875451 -Other,591,36321,0.016271578425704137,40.6514319,-79.0875451 -Democrat,4787,18097,0.2645189810465823,41.1380282,-79.012419 -Republican,13048,18097,0.7210034812399845,41.1380282,-79.012419 -Other,262,18097,0.014477537713433165,41.1380282,-79.012419 -Democrat,2547,9535,0.2671211326691138,40.530673,-77.4004377 -Republican,6862,9535,0.7196643943366544,40.530673,-77.4004377 -Other,126,9535,0.013214472994231778,40.530673,-77.4004377 -Democrat,61838,98015,0.6309034331479876,41.4402841,-75.6096661 -Republican,35085,98015,0.3579554149875019,41.4402841,-75.6096661 -Other,1092,98015,0.011141151864510535,41.4402841,-75.6096661 -Democrat,88481,222436,0.39778183387581145,40.0419921,-76.250198 -Republican,130669,222436,0.5874453775467999,40.0419921,-76.250198 -Other,3286,222436,0.014772788577388552,40.0419921,-76.250198 -Democrat,17513,39036,0.44863715544625477,40.9927352,-80.3344455 -Republican,21047,39036,0.5391689722307613,40.9927352,-80.3344455 -Other,476,39036,0.012193872322983912,40.9927352,-80.3344455 -Democrat,19900,56580,0.3517143867090845,40.3714482,-76.4648185 -Republican,35872,56580,0.6340049487451396,40.3714482,-76.4648185 -Other,808,56580,0.014280664545775892,40.3714482,-76.4648185 -Democrat,78283,147002,0.5325301696575557,40.6142409,-75.5906269 -Republican,66874,147002,0.4549189806941402,40.6142409,-75.5906269 -Other,1845,147002,0.012550849648304104,40.6142409,-75.5906269 -Democrat,64307,124439,0.5167752874902563,41.1727868,-75.9760345 -Republican,58325,124439,0.4687035414942261,41.1727868,-75.9760345 -Other,1807,124439,0.014521171015517644,41.1727868,-75.9760345 -Democrat,15203,46493,0.3269954616824038,41.3438824,-77.0552624 -Republican,30658,46493,0.6594110941432043,41.3438824,-77.0552624 -Other,632,46493,0.013593444174391844,41.3438824,-77.0552624 -Democrat,24232,50863,0.47641704185753886,41.3000142,-80.2527863 -Republican,25925,50863,0.5097025342586949,41.3000142,-80.2527863 -Other,706,50863,0.013880423883766195,41.3000142,-80.2527863 -Democrat,4273,16371,0.2610103231323682,40.6016153,-77.6518322 -Republican,11939,16371,0.7292773807342251,40.6016153,-77.6518322 -Other,159,16371,0.009712296133406633,40.6016153,-77.6518322 -Democrat,35221,62917,0.5598010076767805,41.0562401,-75.3290651 -Republican,26867,62917,0.42702290318991687,41.0562401,-75.3290651 -Other,829,62917,0.013176089133302605,41.0562401,-75.3290651 -Democrat,233356,412200,0.5661232411450752,40.2099992,-75.3702011 -Republican,174381,412200,0.4230494905385735,40.2099992,-75.3702011 -Other,4463,412200,0.010827268316351286,40.2099992,-75.3702011 -Democrat,3053,7831,0.3898608096028604,41.0292837,-76.6652253 -Republican,4652,7831,0.5940492912782531,41.0292837,-76.6652253 -Other,126,7831,0.01608989911888648,41.0292837,-76.6652253 -Democrat,67606,130735,0.5171224232225494,40.7527913,-75.3074468 -Republican,61446,130735,0.47000420698359274,40.7527913,-75.3074468 -Other,1683,130735,0.012873369793857803,40.7527913,-75.3074468 -Democrat,13072,33212,0.39359267734553777,40.8515244,-76.709877 -Republican,19518,33212,0.5876791521136938,40.8515244,-76.709877 -Other,622,33212,0.018728170540768398,40.8515244,-76.709877 -Democrat,5685,19128,0.2972082810539523,40.3977795,-77.2663284 -Republican,13120,19128,0.6859054788791301,40.3977795,-77.2663284 -Other,323,19128,0.016886240066917607,40.3977795,-77.2663284 -Democrat,588806,690327,0.8529378106317731,40.0093755,-75.1333459 -Republican,96467,690327,0.13974102128411608,40.0093755,-75.1333459 -Other,5054,690327,0.0073211680841108635,40.0093755,-75.1333459 -Democrat,10210,23279,0.43859272305511404,41.3259485,-75.0315143 -Republican,12786,23279,0.5492503973538382,41.3259485,-75.0315143 -Other,283,23279,0.012156879591047725,41.3259485,-75.0315143 -Democrat,1897,7242,0.26194421430544046,41.7485866,-77.8944358 -Republican,5231,7242,0.7223142778238055,41.7485866,-77.8944358 -Other,114,7242,0.015741507870753936,41.7485866,-77.8944358 -Democrat,24546,57727,0.4252083080707468,40.703682,-76.2177878 -Republican,32278,57727,0.5591490983421968,40.703682,-76.2177878 -Other,903,57727,0.015642593587056317,40.703682,-76.2177878 -Democrat,4687,15002,0.31242500999866685,40.7554068,-77.0729288 -Republican,10073,15002,0.6714438074923343,40.7554068,-77.0729288 -Other,242,15002,0.0161311825089988,40.7554068,-77.0729288 -Democrat,9436,33942,0.27800365329090804,39.9812968,-79.0284859 -Republican,23984,33942,0.7066171704672677,39.9812968,-79.0284859 -Other,522,33942,0.015379176241824288,39.9812968,-79.0284859 -Democrat,1034,2949,0.35062733129874535,41.4392848,-76.5117166 -Republican,1868,2949,0.6334350627331299,41.4392848,-76.5117166 -Other,47,2949,0.01593760596812479,41.4392848,-76.5117166 -Democrat,6935,18044,0.38433828419419197,41.8196651,-75.8009686 -Republican,10800,18044,0.5985369097761029,41.8196651,-75.8009686 -Other,309,18044,0.017124806029705165,41.8196651,-75.8009686 -Democrat,5357,17004,0.31504351917195955,41.7668593,-77.2572881 -Republican,11342,17004,0.66701952481769,41.7668593,-77.2572881 -Other,305,17004,0.017936956010350506,41.7668593,-77.2572881 -Democrat,6109,16268,0.37552249815588884,40.962179,-77.0554751 -Republican,9896,16268,0.6083107941971969,40.962179,-77.0554751 -Other,263,16268,0.016166707646914188,40.962179,-77.0554751 -Democrat,7945,22167,0.35841566292236204,41.4007143,-79.7658126 -Republican,13815,22167,0.6232237109216403,41.4007143,-79.7658126 -Other,407,22167,0.018360626155997654,41.4007143,-79.7658126 -Democrat,6995,17299,0.40435863344702005,41.8342984,-79.2981823 -Republican,10010,17299,0.5786461645181803,41.8342984,-79.2981823 -Other,294,17299,0.0169952020347997,41.8342984,-79.2981823 -Democrat,40345,94750,0.4258047493403694,40.2000054,-80.2521319 -Republican,53230,94750,0.5617941952506597,40.2000054,-80.2521319 -Other,1175,94750,0.012401055408970976,40.2000054,-80.2521319 -Democrat,8396,21607,0.3885777757208312,41.6466021,-75.2924932 -Republican,12896,21607,0.5968436154949784,41.6466021,-75.2924932 -Other,315,21607,0.014578608784190308,41.6466021,-75.2924932 -Democrat,63722,169572,0.3757813790012502,40.3110682,-79.4666879 -Republican,103932,169572,0.6129077913806524,40.3110682,-79.4666879 -Other,1918,169572,0.011310829618097328,40.3110682,-79.4666879 -Democrat,5061,11872,0.42629716981132076,41.5251726,-76.008731 -Republican,6587,11872,0.5548349056603774,41.5251726,-76.008731 -Other,224,11872,0.018867924528301886,41.5251726,-76.008731 -Democrat,73191,189229,0.386785323602619,39.9217514,-76.7288887 -Republican,113304,189229,0.5987665738338204,39.9217514,-76.7288887 -Other,2734,189229,0.014448102563560553,39.9217514,-76.7288887 -Democrat,14974,24676,0.6068244448046685,41.7068313,-71.2866369 -Republican,9231,24676,0.37408818284973255,41.7068313,-71.2866369 -Other,471,24676,0.01908737234559896,41.7068313,-71.2866369 -Democrat,45564,78923,0.5773222001191034,41.6742448,-71.5809243 -Republican,31567,78923,0.3999721247291664,41.6742448,-71.5809243 -Other,1792,78923,0.022705675151730168,41.6742448,-71.5809243 -Democrat,23463,39452,0.5947227010037514,41.5025036,-71.2836888 -Republican,15202,39452,0.3853290074013992,41.5025036,-71.2836888 -Other,787,39452,0.019948291594849437,41.5025036,-71.2836888 -Democrat,159520,239789,0.6652515336399918,41.8697678,-71.5786246 -Republican,75785,239789,0.31604869280909464,41.8697678,-71.5786246 -Other,4484,239789,0.018699773550913512,41.8697678,-71.5786246 -Democrat,35888,62879,0.5707469902511172,41.396792,-71.6202819 -Republican,25366,62879,0.40340972343707754,41.396792,-71.6202819 -Other,1625,62879,0.025843286311805214,41.396792,-71.6202819 -Democrat,4543,10671,0.4257332958485615,34.229041,-82.4540577 -Republican,5981,10671,0.56049105051073,34.229041,-82.4540577 -Other,147,10671,0.013775653640708463,34.229041,-82.4540577 -Democrat,25322,70363,0.35987663971121187,33.5500134,-81.632983 -Republican,44042,70363,0.625925557466282,33.5500134,-81.632983 -Other,999,70363,0.014197802822506147,33.5500134,-81.632983 -Democrat,3297,4163,0.7919769397069422,32.9797573,-81.3632651 -Republican,838,4163,0.20129714148450636,32.9797573,-81.3632651 -Other,28,4163,0.006725918808551525,32.9797573,-81.3632651 -Democrat,22405,72212,0.31026699163573923,34.521235,-82.6386029 -Republican,48709,72212,0.6745277793164571,34.521235,-82.6386029 -Other,1098,72212,0.015205229047803689,34.521235,-82.6386029 -Democrat,4624,6882,0.6718977041557687,33.2030211,-81.0531607 -Republican,2194,6882,0.3188026736413833,33.2030211,-81.0531607 -Other,64,6882,0.00929962220284801,33.2030211,-81.0531607 -Democrat,5188,9923,0.522825758339212,33.2605516,-81.4342278 -Republican,4659,9923,0.46951526756021367,33.2605516,-81.4342278 -Other,76,9923,0.007658974100574423,33.2605516,-81.4342278 -Democrat,29848,73297,0.4072199407888454,32.358112,-80.6894218 -Republican,42687,73297,0.5823839993451301,32.358112,-80.6894218 -Other,762,73297,0.01039605986602453,32.358112,-80.6894218 -Democrat,28542,68195,0.41853508321724464,33.2077,-79.9536554 -Republican,38475,68195,0.564190923088203,33.2077,-79.9536554 -Other,1178,68195,0.017273993694552386,33.2077,-79.9536554 -Democrat,4045,7834,0.5163390349757467,33.6747804,-80.7803468 -Republican,3707,7834,0.4731937707429155,33.6747804,-80.7803468 -Other,82,7834,0.010467194281337758,33.6747804,-80.7803468 -Democrat,81487,161707,0.5039175793255704,32.8004582,-79.94248 -Republican,77629,161707,0.48005961399320995,32.8004582,-79.94248 -Other,2591,161707,0.016022806681219737,32.8004582,-79.94248 -Democrat,7231,20773,0.34809608626582583,35.0497962,-81.6076469 -Republican,13314,20773,0.6409281278582776,35.0497962,-81.6076469 -Other,228,20773,0.010975785875896597,35.0497962,-81.6076469 -Democrat,7891,14407,0.5477198584021656,34.6893424,-81.1612488 -Republican,6367,14407,0.4419379468314014,34.6893424,-81.1612488 -Other,149,14407,0.010342194766432984,34.6893424,-81.1612488 -Democrat,7958,16594,0.4795709292515367,34.6370178,-80.1592269 -Republican,8490,16594,0.5116307098951428,34.6370178,-80.1592269 -Other,146,16594,0.008798360853320477,34.6370178,-80.1592269 -Democrat,9091,16292,0.5580039283083722,33.6646821,-80.2178886 -Republican,7071,16292,0.4340166953105819,33.6646821,-80.2178886 -Other,130,16292,0.007979376381045912,33.6646821,-80.2178886 -Democrat,8475,17086,0.49602013344258455,32.8350184,-80.6552438 -Republican,8443,17086,0.49414725506262436,32.8350184,-80.6552438 -Other,168,17086,0.009832611494791057,32.8350184,-80.6552438 -Democrat,15457,30150,0.512669983416252,34.3321854,-79.9621155 -Republican,14434,30150,0.4787396351575456,34.3321854,-79.9621155 -Other,259,30150,0.008590381426202321,34.3321854,-79.9621155 -Democrat,7523,13035,0.577138473341005,34.3901723,-79.3749638 -Republican,5427,13035,0.41634062140391254,34.3901723,-79.3749638 -Other,85,13035,0.00652090525508247,34.3901723,-79.3749638 -Democrat,23445,56855,0.4123647876176238,33.0821859,-80.4046966 -Republican,32531,56855,0.5721748307097001,33.0821859,-80.4046966 -Other,879,56855,0.015460381672676106,33.0821859,-80.4046966 -Democrat,4967,11586,0.42870706024512345,33.7764976,-81.9682452 -Republican,6512,11586,0.5620576557914725,33.7764976,-81.9682452 -Other,107,11586,0.009235283963404109,33.7764976,-81.9682452 -Democrat,7777,11895,0.6538041193778898,34.3956685,-81.1270007 -Republican,3999,11895,0.33619167717528375,34.3956685,-81.1270007 -Other,119,11895,0.010004203446826399,34.3956685,-81.1270007 -Democrat,28614,58122,0.4923092804789925,34.0285346,-79.7102329 -Republican,28961,58122,0.4982794810914972,34.0285346,-79.7102329 -Other,547,58122,0.009411238429510341,34.0285346,-79.7102329 -Democrat,14163,30965,0.45738737284030356,33.4175309,-79.2963325 -Republican,16526,30965,0.5336993379622154,33.4175309,-79.2963325 -Other,276,30965,0.008913289197481028,33.4175309,-79.2963325 -Democrat,68070,193189,0.35234925383950433,34.8926452,-82.3720772 -Republican,121685,193189,0.6298754069848698,34.8926452,-82.3720772 -Other,3434,193189,0.017775339175625942,34.8926452,-82.3720772 -Democrat,11972,28672,0.4175502232142857,34.1557959,-82.1278759 -Republican,16348,28672,0.5701729910714286,34.1557959,-82.1278759 -Other,352,28672,0.012276785714285714,34.1557959,-82.1278759 -Democrat,5834,9206,0.6337171409950033,32.7783341,-81.1438217 -Republican,3312,9206,0.3597653704106018,32.7783341,-81.1438217 -Other,60,9206,0.00651748859439496,32.7783341,-81.1438217 -Democrat,38885,112393,0.3459735036879521,33.9092694,-78.9766749 -Republican,72127,112393,0.6417392542240176,33.9092694,-78.9766749 -Other,1381,112393,0.012287242088030394,33.9092694,-78.9766749 -Democrat,5757,10021,0.5744935635166151,32.43059,-81.021627 -Republican,4169,10021,0.41602634467618005,32.43059,-81.021627 -Other,95,10021,0.00948009180720487,32.43059,-81.021627 -Democrat,11259,27946,0.4028841336863952,34.3383561,-80.5908847 -Republican,16324,27946,0.5841265297359193,34.3383561,-80.5908847 -Other,363,27946,0.012989336577685537,34.3383561,-80.5908847 -Democrat,13419,33144,0.404869659666908,34.6868182,-80.7036885 -Republican,19333,33144,0.5833031619599324,34.6868182,-80.7036885 -Other,392,33144,0.011827178373159546,34.6868182,-80.7036885 -Democrat,10318,25416,0.4059647466163047,34.4836761,-82.0054976 -Republican,14746,25416,0.5801857097891092,34.4836761,-82.0054976 -Other,352,25416,0.013849543594586088,34.4836761,-82.0054976 -Democrat,5977,8907,0.6710452453126754,34.1586401,-80.2512086 -Republican,2832,8907,0.3179521724486359,34.1586401,-80.2512086 -Other,98,8907,0.011002582238688672,34.1586401,-80.2512086 -Democrat,34148,112623,0.3032062722534473,33.8994765,-81.2662769 -Republican,76662,112623,0.6806957726219334,33.8994765,-81.2662769 -Other,1813,112623,0.016097955124619305,33.8994765,-81.2662769 -Democrat,9688,14986,0.6464700387027893,34.0836195,-79.3540014 -Republican,5164,14986,0.34458828239690376,34.0836195,-79.3540014 -Other,134,14986,0.008941678900306954,34.0836195,-79.3540014 -Democrat,6100,9853,0.6191007814878717,34.60167,-79.6794351 -Republican,3676,9853,0.3730843397949863,34.60167,-79.6794351 -Other,77,9853,0.007814878717141987,34.60167,-79.6794351 -Democrat,6913,16351,0.42278759708886304,34.2898805,-81.5996761 -Republican,9260,16351,0.5663262185799034,34.2898805,-81.5996761 -Other,178,16351,0.010886184331233563,34.2898805,-81.5996761 -Democrat,8550,30666,0.2788104089219331,34.7487656,-83.0615395 -Republican,21611,30666,0.7047218417791691,34.7487656,-83.0615395 -Other,505,30666,0.016467749298897803,34.7487656,-83.0615395 -Democrat,30720,43041,0.7137380637066982,33.436135,-80.8029131 -Republican,12022,43041,0.27931507167584396,33.436135,-80.8029131 -Other,299,43041,0.006946864617457773,33.436135,-80.8029131 -Democrat,11156,45549,0.244923049902303,34.8853677,-82.7233774 -Republican,33474,45549,0.7349008759797142,34.8853677,-82.7233774 -Other,919,45549,0.02017607411798283,34.8853677,-82.7233774 -Democrat,103989,159154,0.6533860286263619,34.0290952,-80.8980371 -Republican,53105,159154,0.33367053294293575,34.0290952,-80.8980371 -Other,2060,159154,0.012943438430702338,34.0290952,-80.8980371 -Democrat,3328,8564,0.3886034563288183,34.0052784,-81.7279033 -Republican,5135,8564,0.5996029892573563,34.0052784,-81.7279033 -Other,101,8564,0.011793554413825316,34.0052784,-81.7279033 -Democrat,41461,109906,0.37724055101632303,34.9332708,-81.9910522 -Republican,66969,109906,0.609329790912234,34.9332708,-81.9910522 -Other,1476,109906,0.01342965807144287,34.9332708,-81.9910522 -Democrat,27589,47309,0.5831659937855377,33.9161395,-80.3823757 -Republican,19274,47309,0.40740662453233,33.9161395,-80.3823757 -Other,446,47309,0.009427381682132363,33.9161395,-80.3823757 -Democrat,5796,12541,0.4621641017462722,34.6903965,-81.6158961 -Republican,6584,12541,0.5249980065385536,34.6903965,-81.6158961 -Other,161,12541,0.012837891715174228,34.6903965,-81.6158961 -Democrat,11335,16304,0.6952281648675172,33.6264617,-79.716474 -Republican,4824,16304,0.2958783120706575,33.6264617,-79.716474 -Other,145,16304,0.00889352306182532,33.6264617,-79.716474 -Democrat,39131,100210,0.3904899710607724,34.9701875,-81.1831873 -Republican,59546,100210,0.5942121544756013,34.9701875,-81.1831873 -Other,1533,100210,0.015297874463626385,34.9701875,-81.1831873 -Democrat,556,1400,0.39714285714285713,43.7247191,-98.5775872 -Republican,804,1400,0.5742857142857143,43.7247191,-98.5775872 -Other,40,1400,0.02857142857142857,43.7247191,-98.5775872 -Democrat,2881,7263,0.3966680435081922,44.4182649,-98.2794224 -Republican,4230,7263,0.5824039653035935,44.4182649,-98.2794224 -Other,152,7263,0.020927991188214236,44.4182649,-98.2794224 -Democrat,548,1203,0.45552784704904403,43.1869121,-101.677181 -Republican,626,1203,0.5203657522859518,43.1869121,-101.677181 -Other,29,1203,0.024106400665004156,43.1869121,-101.677181 -Democrat,5827,12400,0.46991935483870967,44.3766745,-96.7977971 -Republican,6220,12400,0.5016129032258064,44.3766745,-96.7977971 -Other,353,12400,0.028467741935483872,44.3766745,-96.7977971 -Democrat,7250,16068,0.45120736868309685,45.5892542,-98.3521746 -Republican,8321,16068,0.5178615882499378,45.5892542,-98.3521746 -Other,497,16068,0.030931043066965397,45.5892542,-98.3521746 -Democrat,824,2379,0.346364018495166,43.7298732,-99.092909 -Republican,1499,2379,0.6300966792770072,43.7298732,-99.092909 -Other,56,2379,0.023539302227826818,43.7298732,-99.092909 -Democrat,472,641,0.7363494539781591,44.0443062,-99.2039983 -Republican,166,641,0.2589703588143526,44.0443062,-99.2039983 -Other,3,641,0.0046801872074883,44.0443062,-99.2039983 -Democrat,1002,4208,0.23811787072243346,44.8962264,-103.5014361 -Republican,3073,4208,0.7302756653992395,44.8962264,-103.5014361 -Other,133,4208,0.031606463878326996,44.8962264,-103.5014361 -Democrat,153,787,0.19440914866581957,45.7855747,-100.0021074 -Republican,616,787,0.7827191867852605,45.7855747,-100.0021074 -Other,18,787,0.022871664548919948,45.7855747,-100.0021074 -Democrat,713,1821,0.3915431081823174,44.8552107,-97.7249124 -Republican,1067,1821,0.585941790225151,44.8552107,-97.7249124 -Other,41,1821,0.022515101592531575,44.8552107,-97.7249124 -Democrat,2955,5234,0.5645777607948033,42.9161495,-96.980468 -Republican,2147,5234,0.41020252197172336,42.9161495,-96.980468 -Other,132,5234,0.025219717233473445,42.9161495,-96.980468 -Democrat,4588,11524,0.398125650815689,44.9662852,-97.1988375 -Republican,6696,11524,0.581048247136411,44.9662852,-97.1988375 -Other,240,11524,0.020826102047900034,44.9662852,-97.1988375 -Democrat,648,1200,0.54,45.6856708,-101.1796647 -Republican,515,1200,0.42916666666666664,45.6856708,-101.1796647 -Other,37,1200,0.030833333333333334,45.6856708,-101.1796647 -Democrat,1335,4520,0.29535398230088494,43.6849428,-103.46225 -Republican,3062,4520,0.6774336283185841,43.6849428,-103.46225 -Other,123,4520,0.027212389380530975,43.6849428,-103.46225 -Democrat,3042,7971,0.3816334211516748,43.6804393,-98.1558683 -Republican,4757,7971,0.5967883577970142,43.6804393,-98.1558683 -Other,172,7971,0.021578221051311002,43.6804393,-98.1558683 -Democrat,1497,2873,0.521058127392969,45.355161,-97.5814295 -Republican,1320,2873,0.4594500522102332,45.355161,-97.5814295 -Other,56,2873,0.01949182039679777,45.355161,-97.5814295 -Democrat,941,2171,0.4334408106863197,44.7562899,-96.6902393 -Republican,1175,2171,0.5412252418240442,44.7562899,-96.6902393 -Other,55,2171,0.025333947489636112,44.7562899,-96.6902393 -Democrat,1207,1895,0.6369393139841689,45.148049,-100.8379534 -Republican,663,1895,0.34986807387862795,45.148049,-100.8379534 -Other,25,1895,0.013192612137203167,45.148049,-100.8379534 -Democrat,332,1690,0.19644970414201182,43.3915064,-98.3584331 -Republican,1334,1690,0.7893491124260354,43.3915064,-98.3584331 -Other,24,1690,0.014201183431952662,43.3915064,-98.3584331 -Democrat,622,1936,0.3212809917355372,45.4116802,-99.205362 -Republican,1264,1936,0.6528925619834711,45.4116802,-99.205362 -Other,50,1936,0.025826446280991736,45.4116802,-99.205362 -Democrat,331,1127,0.2937000887311446,45.0654764,-99.1535637 -Republican,765,1127,0.678793256433008,45.0654764,-99.1535637 -Other,31,1127,0.027506654835847383,45.0654764,-99.1535637 -Democrat,1493,3606,0.4140321686078758,45.1726366,-96.7722606 -Republican,2034,3606,0.5640599001663894,45.1726366,-96.7722606 -Other,79,3606,0.021907931225734888,45.1726366,-96.7722606 -Democrat,599,2151,0.27847512784751277,43.1751423,-99.2065908 -Republican,1507,2151,0.700604370060437,43.1751423,-99.2065908 -Other,45,2151,0.02092050209205021,43.1751423,-99.2065908 -Democrat,138,1092,0.12637362637362637,44.282881,-101.5954424 -Republican,940,1092,0.8608058608058609,44.282881,-101.5954424 -Other,14,1092,0.01282051282051282,44.282881,-101.5954424 -Democrat,921,2793,0.3297529538131042,44.6806187,-97.178598 -Republican,1803,2793,0.6455424274973147,44.6806187,-97.178598 -Other,69,2793,0.024704618689581095,44.6806187,-97.178598 -Democrat,575,1848,0.31114718614718617,44.5467133,-99.0045751 -Republican,1242,1848,0.672077922077922,44.5467133,-99.0045751 -Other,31,1848,0.016774891774891776,44.5467133,-99.0045751 -Democrat,760,2416,0.31456953642384106,43.6806116,-97.7968454 -Republican,1627,2416,0.6734271523178808,43.6806116,-97.7968454 -Other,29,2416,0.012003311258278146,43.6806116,-97.7968454 -Democrat,82,739,0.11096075778078485,45.5966105,-103.4738711 -Republican,638,739,0.8633288227334236,45.5966105,-103.4738711 -Other,19,739,0.02571041948579161,45.5966105,-103.4738711 -Democrat,2786,8155,0.34163090128755363,44.3844521,-99.9756842 -Republican,5219,8155,0.6399754751686082,44.3844521,-99.9756842 -Other,150,8155,0.018393623543838136,44.3844521,-99.9756842 -Democrat,923,3425,0.2694890510948905,43.3367101,-97.7493828 -Republican,2451,3425,0.7156204379562043,43.3367101,-97.7493828 -Other,51,3425,0.01489051094890511,43.3367101,-97.7493828 -Democrat,189,733,0.2578444747612551,44.5371743,-99.4727359 -Republican,531,733,0.7244201909959073,44.5371743,-99.4727359 -Other,13,733,0.017735334242837655,44.5371743,-99.4727359 -Democrat,426,1106,0.38517179023508136,43.677506,-101.6263229 -Republican,661,1106,0.5976491862567812,43.677506,-101.6263229 -Other,19,1106,0.017179023508137433,43.677506,-101.6263229 -Democrat,452,1006,0.44930417495029823,44.0634099,-98.6231702 -Republican,538,1006,0.5347912524850894,44.0634099,-98.6231702 -Other,16,1006,0.015904572564612324,44.0634099,-98.6231702 -Democrat,108,609,0.17733990147783252,43.951991,-100.6861382 -Republican,490,609,0.8045977011494253,43.951991,-100.6861382 -Other,11,609,0.0180623973727422,43.951991,-100.6861382 -Democrat,1092,2608,0.4187116564417178,44.3629687,-97.499313 -Republican,1451,2608,0.5563650306748467,44.3629687,-97.499313 -Other,65,2608,0.02492331288343558,44.3629687,-97.499313 -Democrat,2724,6285,0.4334128878281623,44.0284497,-97.1232229 -Republican,3419,6285,0.5439936356404137,44.0284497,-97.1232229 -Other,142,6285,0.022593476531424024,44.0284497,-97.1232229 -Democrat,3973,11359,0.34976670481556477,44.348767,-103.8049474 -Republican,7025,11359,0.6184523285500484,44.348767,-103.8049474 -Other,361,11359,0.03178096663438683,44.348767,-103.8049474 -Democrat,7982,21952,0.3636115160349854,43.2794204,-96.7222862 -Republican,13611,21952,0.6200346209912536,43.2794204,-96.7222862 -Other,359,21952,0.016353862973760933,43.2794204,-96.7222862 -Democrat,605,1569,0.38559592096876993,43.8948122,-99.8419253 -Republican,933,1569,0.5946462715105163,43.8948122,-99.8419253 -Other,31,1569,0.019757807520713832,43.8948122,-99.8419253 -Democrat,1061,1987,0.5339708102667338,45.7370443,-97.5808695 -Republican,889,1987,0.447408152994464,45.7370443,-97.5808695 -Other,37,1987,0.018621036738802214,45.7370443,-97.5808695 -Democrat,2928,10817,0.2706850328187113,44.6052822,-102.7141689 -Republican,7566,10817,0.6994545622631043,44.6052822,-102.7141689 -Other,323,10817,0.02986040491818434,44.6052822,-102.7141689 -Democrat,375,769,0.48764629388816644,43.5846896,-100.7609555 -Republican,381,769,0.49544863459037713,43.5846896,-100.7609555 -Other,13,769,0.016905071521456438,43.5846896,-100.7609555 -Democrat,479,1140,0.4201754385964912,44.0215411,-97.608122 -Republican,636,1140,0.5578947368421052,44.0215411,-97.608122 -Other,25,1140,0.021929824561403508,44.0215411,-97.608122 -Democrat,34674,76583,0.4527636681770106,43.6674723,-96.7957261 -Republican,40342,76583,0.5267748717078202,43.6674723,-96.7957261 -Other,1567,76583,0.020461460115169163,43.6674723,-96.7957261 -Democrat,1429,3033,0.4711506758984504,44.0124293,-96.6760536 -Republican,1535,3033,0.5060995713814704,44.0124293,-96.6760536 -Other,69,3033,0.02274975272007913,44.0124293,-96.6760536 -Democrat,15125,44464,0.3401628283555236,44.0023492,-102.8238015 -Republican,28232,44464,0.6349406261245052,44.0023492,-102.8238015 -Other,1107,44464,0.02489654551997121,44.0023492,-102.8238015 -Democrat,319,1590,0.20062893081761007,45.4833865,-102.4679947 -Republican,1205,1590,0.7578616352201258,45.4833865,-102.4679947 -Other,66,1590,0.04150943396226415,45.4833865,-102.4679947 -Democrat,339,1381,0.24547429398986242,45.0527131,-99.9620034 -Republican,1029,1381,0.7451122375090514,45.0527131,-99.9620034 -Other,13,1381,0.00941346850108617,45.0527131,-99.9620034 -Democrat,2302,4256,0.5408834586466166,45.6233973,-96.9475513 -Republican,1883,4256,0.44243421052631576,45.6233973,-96.9475513 -Other,71,4256,0.01668233082706767,45.6233973,-96.9475513 -Democrat,389,1115,0.3488789237668161,44.0189419,-98.0917093 -Republican,688,1115,0.6170403587443947,44.0189419,-98.0917093 -Other,38,1115,0.034080717488789235,44.0189419,-98.0917093 -Democrat,1300,3041,0.4274909569220651,44.9237717,-98.3396152 -Republican,1670,3041,0.5491614600460375,44.9237717,-98.3396152 -Other,71,3041,0.023347583031897403,44.9237717,-98.3396152 -Democrat,435,1540,0.2824675324675325,44.4155468,-100.7491628 -Republican,1063,1540,0.6902597402597402,44.4155468,-100.7491628 -Other,42,1540,0.02727272727272727,44.4155468,-100.7491628 -Democrat,186,818,0.2273838630806846,44.722325,-100.1313985 -Republican,613,818,0.7493887530562348,44.722325,-100.1313985 -Other,19,818,0.023227383863080684,44.722325,-100.1313985 -Democrat,1976,2497,0.7913496195434522,43.2087936,-100.7076636 -Republican,498,2497,0.19943932719263116,43.2087936,-100.7076636 -Other,23,2497,0.0092110532639167,43.2087936,-100.7076636 -Democrat,737,2691,0.2738758825715347,43.3497292,-99.8762186 -Republican,1905,2691,0.7079152731326644,43.3497292,-99.8762186 -Other,49,2691,0.018208844295800816,43.3497292,-99.8762186 -Democrat,1411,4210,0.3351543942992874,43.3086698,-97.1501851 -Republican,2715,4210,0.6448931116389549,43.3086698,-97.1501851 -Other,84,4210,0.019952494061757718,43.3086698,-97.1501851 -Democrat,2782,7596,0.366245392311743,42.8311064,-96.6508287 -Republican,4698,7596,0.6184834123222749,42.8311064,-96.6508287 -Other,116,7596,0.015271195365982097,42.8311064,-96.6508287 -Democrat,671,2462,0.2725426482534525,45.4276046,-100.0278563 -Republican,1731,2462,0.7030869212022746,45.4276046,-100.0278563 -Other,60,2462,0.024370430544272948,45.4276046,-100.0278563 -Democrat,4226,9974,0.42370162422297974,43.006603,-97.3883614 -Republican,5495,9974,0.5509324243031883,43.006603,-97.3883614 -Other,253,9974,0.025365951473831964,43.006603,-97.3883614 -Democrat,439,761,0.5768725361366623,44.9897638,-101.6608274 -Republican,314,761,0.4126149802890933,44.9897638,-101.6608274 -Other,8,761,0.010512483574244415,44.9897638,-101.6608274 -Democrat,10122,29659,0.34127920698607506,36.1167307,-84.1954177 -Republican,18968,29659,0.6395360598806433,36.1167307,-84.1954177 -Other,569,29659,0.019184733133281635,36.1167307,-84.1954177 -Democrat,4211,14445,0.29151955694011766,35.5136604,-86.4582939 -Republican,10034,14445,0.6946348217376255,35.5136604,-86.4582939 -Other,200,14445,0.013845621322256836,35.5136604,-86.4582939 -Democrat,2258,6226,0.3626726630260199,36.0709478,-88.0712321 -Republican,3850,6226,0.6183745583038869,36.0709478,-88.0712321 -Other,118,6226,0.018952778670093158,36.0709478,-88.0712321 -Democrat,1267,4359,0.29066299610002294,35.5935612,-85.2059104 -Republican,3022,4359,0.6932782748336774,35.5935612,-85.2059104 -Other,70,4359,0.01605872906629961,35.5935612,-85.2059104 -Democrat,12934,49234,0.2627046350083276,35.6881849,-83.9229731 -Republican,35441,49234,0.7198480724702442,35.6881849,-83.9229731 -Other,859,49234,0.017447292521428282,35.6881849,-83.9229731 -Democrat,8037,35963,0.22347968745655256,35.1539144,-84.8594137 -Republican,27422,35963,0.7625059088507633,35.1539144,-84.8594137 -Other,504,35963,0.014014403692684148,35.1539144,-84.8594137 -Democrat,3328,12101,0.27501859350466906,36.4015922,-84.1592495 -Republican,8604,12101,0.711015618543922,36.4015922,-84.1592495 -Other,169,12101,0.013965787951408975,36.4015922,-84.1592495 -Democrat,1564,4973,0.31449829077015884,35.808394,-86.0624044 -Republican,3309,4973,0.6653931228634627,35.808394,-86.0624044 -Other,100,4973,0.020108586366378443,35.808394,-86.0624044 -Democrat,3475,10851,0.32024698184499123,35.9657478,-88.4523791 -Republican,7225,10851,0.6658372500230394,35.9657478,-88.4523791 -Other,151,10851,0.013915768131969404,35.9657478,-88.4523791 -Democrat,4789,20617,0.2322840374448271,36.2847441,-82.1265932 -Republican,15503,20617,0.7519522723965659,36.2847441,-82.1265932 -Other,325,20617,0.015763690158606975,36.2847441,-82.1265932 -Democrat,4659,15182,0.30687656435252275,36.2551687,-87.1008077 -Republican,10268,15182,0.6763272296140166,36.2551687,-87.1008077 -Other,255,15182,0.016796206033460676,36.2551687,-87.1008077 -Democrat,1624,6410,0.2533541341653666,35.420253,-88.6113533 -Republican,4684,6410,0.7307332293291732,35.420253,-88.6113533 -Other,102,6410,0.01591263650546022,35.420253,-88.6113533 -Democrat,2433,10178,0.2390449990174887,36.501572,-83.6606975 -Republican,7617,10178,0.7483788563568481,36.501572,-83.6606975 -Other,128,10178,0.012576144625663196,36.501572,-83.6606975 -Democrat,1037,2820,0.3677304964539007,36.5457493,-85.5457173 -Republican,1747,2820,0.6195035460992908,36.5457493,-85.5457173 -Other,36,2820,0.01276595744680851,36.5457493,-85.5457173 -Democrat,2804,11454,0.24480530818927884,35.916198,-83.1192242 -Republican,8459,11454,0.7385192945695827,35.916198,-83.1192242 -Other,191,11454,0.01667539724113847,35.916198,-83.1192242 -Democrat,5870,19259,0.3047925645152916,35.4887654,-86.0782018 -Republican,13023,19259,0.6762033335064126,35.4887654,-86.0782018 -Other,366,19259,0.019004101978295863,35.4887654,-86.0782018 -Democrat,1669,5498,0.303564932702801,35.8187949,-89.1324936 -Republican,3783,5498,0.6880683885049109,35.8187949,-89.1324936 -Other,46,5498,0.008366678792288106,35.8187949,-89.1324936 -Democrat,6261,25247,0.2479898601814077,35.9523984,-84.9947614 -Republican,18653,25247,0.7388204539153167,35.9523984,-84.9947614 -Other,333,25247,0.013189685903275636,35.9523984,-84.9947614 -Democrat,143120,244873,0.5844662335169659,36.1691287,-86.7847898 -Republican,97622,244873,0.39866379715199307,36.1691287,-86.7847898 -Other,4131,244873,0.01686996933104099,36.1691287,-86.7847898 -Democrat,1303,4251,0.3065161138555634,35.6031362,-88.1102917 -Republican,2874,4251,0.6760762173606211,35.6031362,-88.1102917 -Other,74,4251,0.017407668783815573,35.6031362,-88.1102917 -Democrat,6233,17835,0.34948135688253434,36.1455325,-87.3641546 -Republican,11296,17835,0.6333613680964396,36.1455325,-87.3641546 -Other,306,17835,0.017157275021026073,36.1455325,-87.3641546 -Democrat,3757,13800,0.2722463768115942,36.054196,-89.3983058 -Republican,9921,13800,0.7189130434782609,36.054196,-89.3983058 -Other,122,13800,0.008840579710144927,36.054196,-89.3983058 -Democrat,6688,19574,0.3416777357719424,35.1969933,-89.4138027 -Republican,12689,19574,0.6482578931235312,35.1969933,-89.4138027 -Other,197,19574,0.010064371104526413,35.1969933,-89.4138027 -Democrat,1561,6895,0.2263959390862944,36.3698921,-84.9377641 -Republican,5243,6895,0.7604060913705584,36.3698921,-84.9377641 -Other,91,6895,0.013197969543147208,36.3698921,-84.9377641 -Democrat,5603,16119,0.34760220857373286,35.1559259,-86.0992032 -Republican,10262,16119,0.6366399900738259,35.1559259,-86.0992032 -Other,254,16119,0.015757801352441217,35.1559259,-86.0992032 -Democrat,6564,19667,0.3337570549651701,35.9916316,-88.9338117 -Republican,12883,19667,0.6550566939543397,35.9916316,-88.9338117 -Other,220,19667,0.011186251080490161,35.9916316,-88.9338117 -Democrat,3760,10799,0.34818038707287713,35.2027228,-87.035319 -Republican,6915,10799,0.6403370682470599,35.2027228,-87.035319 -Other,124,10799,0.011482544680062969,35.2027228,-87.035319 -Democrat,1668,7252,0.23000551571980143,36.2775091,-83.5095458 -Republican,5470,7252,0.7542746828461114,36.2775091,-83.5095458 -Other,114,7252,0.015719801434087147,36.2775091,-83.5095458 -Democrat,6225,23887,0.26060200108845816,36.1794867,-82.8475235 -Republican,17245,23887,0.7219408046217608,36.1794867,-82.8475235 -Other,417,23887,0.017457194289781052,36.1794867,-82.8475235 -Democrat,1643,4237,0.38777436865706866,35.3933855,-85.7103793 -Republican,2516,4237,0.593816379513807,35.3933855,-85.7103793 -Other,78,4237,0.018409251829124382,35.3933855,-85.7103793 -Democrat,5234,20032,0.26128194888178913,36.2183967,-83.2660711 -Republican,14522,20032,0.7249400958466453,36.2183967,-83.2660711 -Other,276,20032,0.013777955271565496,36.2183967,-83.2660711 -Democrat,58836,141181,0.4167416295393856,35.163472,-85.2018432 -Republican,79933,141181,0.5661739185867787,35.163472,-85.2018432 -Other,2412,141181,0.017084451873835716,35.163472,-85.2018432 -Democrat,475,2046,0.23216031280547408,36.5213528,-83.2274928 -Republican,1527,2046,0.7463343108504399,36.5213528,-83.2274928 -Other,44,2046,0.021505376344086023,36.5213528,-83.2274928 -Democrat,5482,10439,0.5251460867899224,35.2187853,-88.988697 -Republican,4865,10439,0.46604080850656193,35.2187853,-88.988697 -Other,92,10439,0.008813104703515663,35.2187853,-88.988697 -Democrat,2467,10495,0.23506431634111483,35.2018926,-88.1856958 -Republican,7886,10495,0.7514054311576941,35.2018926,-88.1856958 -Other,142,10495,0.013530252501191043,35.2018926,-88.1856958 -Democrat,5088,19797,0.2570086376723746,36.4520892,-82.931485 -Republican,14382,19797,0.7264737081375966,36.4520892,-82.931485 -Other,327,19797,0.01651765419002879,36.4520892,-82.931485 -Democrat,4569,7569,0.6036464526357511,35.5866782,-89.2826913 -Republican,2960,7569,0.39106883339939225,35.5866782,-89.2826913 -Other,40,7569,0.005284713964856652,35.5866782,-89.2826913 -Democrat,2517,10055,0.2503232222774739,35.6539945,-88.3876742 -Republican,7421,10055,0.7380407757334659,35.6539945,-88.3876742 -Other,117,10055,0.011636001989060169,35.6539945,-88.3876742 -Democrat,4339,12739,0.34060758301279537,36.325295,-88.3002878 -Republican,8193,12739,0.6431431038543056,36.325295,-88.3002878 -Other,207,12739,0.01624931313289897,36.325295,-88.3002878 -Democrat,2698,7602,0.35490660352538805,35.8023275,-87.4671159 -Republican,4758,7602,0.6258879242304657,35.8023275,-87.4671159 -Other,146,7602,0.019205472244146277,35.8023275,-87.4671159 -Democrat,1400,3027,0.46250412950115627,36.2857824,-87.7055983 -Republican,1579,3027,0.5216385860588041,36.2857824,-87.7055983 -Other,48,3027,0.015857284440039643,36.2857824,-87.7055983 -Democrat,2905,6863,0.423284278012531,36.0408218,-87.7904526 -Republican,3833,6863,0.5585021127786682,36.0408218,-87.7904526 -Other,125,6863,0.018213609208800816,36.0408218,-87.7904526 -Democrat,1739,4184,0.41563097514340347,36.3542499,-85.6741278 -Republican,2383,4184,0.5695506692160612,36.3542499,-85.6741278 -Other,62,4184,0.014818355640535373,36.3542499,-85.6741278 -Democrat,4232,17559,0.24101600318924768,36.0483379,-83.4411426 -Republican,13038,17559,0.7425252007517512,36.0483379,-83.4411426 -Other,289,17559,0.016458796059001083,36.0483379,-83.4411426 -Democrat,1483,6194,0.23942525024216985,36.4532029,-81.8612467 -Republican,4611,6194,0.7444300936390055,36.4532029,-81.8612467 -Other,100,6194,0.01614465611882467,36.4532029,-81.8612467 -Democrat,59399,172507,0.3443280562527897,35.9927265,-83.9377209 -Republican,109707,172507,0.6359568017529723,35.9927265,-83.9377209 -Other,3401,172507,0.019715141994237916,35.9927265,-83.9377209 -Democrat,884,2087,0.4235745088643987,36.3339054,-89.4855365 -Republican,1163,2087,0.5572592237661715,36.3339054,-89.4855365 -Other,40,2087,0.019166267369429803,36.3339054,-89.4855365 -Democrat,4011,8689,0.46161813787547473,35.7629507,-89.6277318 -Republican,4616,8689,0.5312464034986765,35.7629507,-89.6277318 -Other,62,8689,0.007135458625848775,35.7629507,-89.6277318 -Democrat,4237,15219,0.2784019975031211,35.2204764,-87.396546 -Republican,10770,15219,0.7076680465207964,35.2204764,-87.396546 -Other,212,15219,0.013929955976082528,35.2204764,-87.396546 -Democrat,1447,4694,0.30826587132509586,35.5232441,-87.4969827 -Republican,3117,4694,0.664039198977418,35.5232441,-87.4969827 -Other,130,4694,0.027694929697486152,35.5232441,-87.4969827 -Democrat,3290,13268,0.24796502864033765,35.1427838,-86.5934033 -Republican,9803,13268,0.7388453421766656,35.1427838,-86.5934033 -Other,175,13268,0.013189629182996683,35.1427838,-86.5934033 -Democrat,5058,22073,0.22914873374711187,35.7350854,-84.3140848 -Republican,16707,22073,0.7568975671635029,35.7350854,-84.3140848 -Other,308,22073,0.013953699089385221,35.7350854,-84.3140848 -Democrat,1552,6905,0.22476466328747285,36.5377572,-86.0009596 -Republican,5260,6905,0.7617668356263577,36.5377572,-86.0009596 -Other,93,6905,0.013468501086169442,36.5377572,-86.0009596 -Democrat,18367,40702,0.45125546656183974,35.6060563,-88.8334238 -Republican,21993,40702,0.5403419979362194,35.6060563,-88.8334238 -Other,342,40702,0.008402535501940936,35.6060563,-88.8334238 -Democrat,3953,10409,0.3797675088865405,35.1334215,-85.618399 -Republican,6272,10409,0.6025554808338938,35.1334215,-85.618399 -Other,184,10409,0.01767701027956576,35.1334215,-85.618399 -Democrat,3725,10741,0.3468019737454613,35.4683433,-86.765865 -Republican,6832,10741,0.636067405269528,35.4683433,-86.765865 -Other,184,10741,0.017130620985010708,35.4683433,-86.765865 -Democrat,11825,33006,0.3582681936617585,35.6156963,-87.0777632 -Republican,20708,33006,0.6274010785917712,35.6156963,-87.0777632 -Other,473,33006,0.014330727746470338,35.6156963,-87.0777632 -Democrat,1163,3964,0.29339051463168514,35.512203,-84.8161015 -Republican,2734,3964,0.6897073662966701,35.512203,-84.8161015 -Other,67,3964,0.016902119071644805,35.512203,-84.8161015 -Democrat,4372,16338,0.2675970130982984,35.4478181,-84.249705 -Republican,11731,16338,0.7180193414126577,35.4478181,-84.249705 -Other,235,16338,0.014383645489043946,35.4478181,-84.249705 -Democrat,24499,55584,0.4407563327576281,36.5003535,-87.3808865 -Republican,30245,55584,0.5441314047207829,36.5003535,-87.3808865 -Other,840,55584,0.015112262521588947,36.5003535,-87.3808865 -Democrat,705,2799,0.25187566988210075,35.2888885,-86.358684 -Republican,2053,2799,0.7334762415148267,35.2888885,-86.358684 -Other,41,2799,0.014648088603072526,35.2888885,-86.358684 -Democrat,1725,6504,0.26522140221402213,36.138697,-84.6392616 -Republican,4669,6504,0.7178659286592866,36.138697,-84.6392616 -Other,110,6504,0.016912669126691267,36.138697,-84.6392616 -Democrat,3321,12297,0.270065869724323,36.3579958,-89.1500236 -Republican,8814,12297,0.7167601854110759,36.3579958,-89.1500236 -Other,162,12297,0.013173944864601122,36.3579958,-89.1500236 -Democrat,2805,7664,0.36599686847599167,36.3448504,-85.2830756 -Republican,4775,7664,0.6230427974947808,36.3448504,-85.2830756 -Other,84,7664,0.010960334029227558,36.3448504,-85.2830756 -Democrat,992,2621,0.3784814956123617,35.6637521,-87.8693256 -Republican,1578,2621,0.6020602823349867,35.6637521,-87.8693256 -Other,51,2621,0.019458222052651658,35.6637521,-87.8693256 -Democrat,712,2453,0.2902568283734203,36.5593638,-85.075741 -Republican,1712,2453,0.6979209131675499,36.5593638,-85.075741 -Other,29,2453,0.011822258459029759,36.5593638,-85.075741 -Democrat,1856,6059,0.3063211751114045,35.1094371,-84.5411124 -Republican,4108,6059,0.6779996699125268,35.1094371,-84.5411124 -Other,95,6059,0.015679154976068657,35.1094371,-84.5411124 -Democrat,7802,25500,0.3059607843137255,36.1409404,-85.4961801 -Republican,17254,25500,0.6766274509803921,36.1409404,-85.4961801 -Other,444,25500,0.017411764705882352,36.1409404,-85.4961801 -Democrat,2628,10590,0.2481586402266289,35.60059,-84.9495484 -Republican,7802,10590,0.7367327667610953,35.60059,-84.9495484 -Other,160,10590,0.015108593012275733,35.60059,-84.9495484 -Democrat,6018,21090,0.28534850640113796,35.8472504,-84.5239292 -Republican,14724,21090,0.6981507823613087,35.8472504,-84.5239292 -Other,348,21090,0.016500711237553343,35.8472504,-84.5239292 -Democrat,8290,26289,0.31534101715546425,36.5275092,-86.8693538 -Republican,17643,26289,0.6711171973068584,36.5275092,-86.8693538 -Other,356,26289,0.013541785537677356,36.5275092,-86.8693538 -Democrat,36414,98848,0.3683837811589511,35.8433688,-86.4172127 -Republican,60846,98848,0.615551149239236,35.8433688,-86.4172127 -Other,1588,98848,0.016065069601812886,35.8433688,-86.4172127 -Democrat,1452,6668,0.21775644871025795,36.435234,-84.50352 -Republican,5117,6668,0.7673965206958608,36.435234,-84.50352 -Other,99,6668,0.014847030593881224,36.435234,-84.50352 -Democrat,1489,5142,0.2895760404511863,35.3723358,-85.410082 -Republican,3541,5142,0.6886425515363672,35.3723358,-85.410082 -Other,112,5142,0.021781408012446518,35.3723358,-85.410082 -Democrat,7418,33864,0.21905268131348926,35.7953454,-83.5184957 -Republican,25984,33864,0.7673045121663123,35.7953454,-83.5184957 -Other,462,33864,0.01364280652019844,35.7953454,-83.5184957 -Democrat,232443,371109,0.6263469762253139,35.1837942,-89.895397 -Republican,135649,371109,0.365523336809401,35.1837942,-89.895397 -Other,3017,371109,0.008129686965285132,35.1837942,-89.895397 -Democrat,2470,7087,0.3485254691689008,36.2566451,-85.9419149 -Republican,4495,7087,0.6342599125158741,36.2566451,-85.9419149 -Other,122,7087,0.01721461831522506,36.2566451,-85.9419149 -Democrat,2069,5115,0.40449657869012706,36.4584642,-87.8118894 -Republican,2963,5115,0.5792766373411534,36.4584642,-87.8118894 -Other,83,5115,0.016226783968719453,36.4584642,-87.8118894 -Democrat,15321,59887,0.2558318165879072,36.5096806,-82.3013363 -Republican,43562,59887,0.7274032761701203,36.5096806,-82.3013363 -Other,1004,59887,0.016764907241972382,36.5096806,-82.3013363 -Democrat,18579,65366,0.2842303338126855,36.473443,-86.4597975 -Republican,46003,65366,0.7037756631888138,36.473443,-86.4597975 -Other,784,65366,0.01199400299850075,36.473443,-86.4597975 -Democrat,7133,24081,0.29620862920975044,35.5002588,-89.766803 -Republican,16672,24081,0.6923300527386737,35.5002588,-89.766803 -Other,276,24081,0.011461318051575931,35.5002588,-89.766803 -Democrat,1240,2905,0.4268502581755594,36.3930297,-86.1566909 -Republican,1612,2905,0.5549053356282272,36.3930297,-86.1566909 -Other,53,2905,0.018244406196213425,36.3930297,-86.1566909 -Democrat,1913,7086,0.2699689528648038,36.1001287,-82.4182181 -Republican,5032,7086,0.7101326559412927,36.1001287,-82.4182181 -Other,141,7086,0.01989839119390347,36.1001287,-82.4182181 -Democrat,1478,5828,0.25360329444063145,36.2841401,-83.8360878 -Republican,4282,5828,0.7347288949897048,36.2841401,-83.8360878 -Other,68,5828,0.011667810569663692,36.2841401,-83.8360878 -Democrat,4752,13015,0.36511717249327696,35.6782498,-85.7773428 -Republican,8010,13015,0.6154437187860161,35.6782498,-85.7773428 -Other,253,13015,0.019439108720706876,35.6782498,-85.7773428 -Democrat,14325,48032,0.2982386742171885,36.2956649,-82.4950374 -Republican,32808,48032,0.6830446369087275,36.2956649,-82.4950374 -Other,899,48032,0.018716688874083943,36.2956649,-82.4950374 -Democrat,1163,5486,0.2119941669704703,35.2428473,-87.8198433 -Republican,4253,5486,0.7752460809332847,35.2428473,-87.8198433 -Other,70,5486,0.012759752096244987,35.2428473,-87.8198433 -Democrat,3548,12337,0.28759017589365327,36.3035963,-88.7211938 -Republican,8605,12337,0.6974953392234741,36.3035963,-88.7211938 -Other,184,12337,0.014914484882872659,36.3035963,-88.7211938 -Democrat,2795,9140,0.3057986870897155,35.9270486,-85.4557854 -Republican,6197,9140,0.6780087527352298,35.9270486,-85.4557854 -Other,148,9140,0.016192560175054705,35.9270486,-85.4557854 -Democrat,25142,96225,0.2612834502468174,35.8948075,-86.8980679 -Republican,69850,96225,0.7259028319043908,35.8948075,-86.8980679 -Other,1233,96225,0.012813717848791893,35.8948075,-86.8980679 -Democrat,14695,51499,0.2853453465115828,36.149527,-86.2912423 -Republican,36109,51499,0.7011592458105983,36.149527,-86.2912423 -Other,695,51499,0.013495407677818988,36.149527,-86.2912423 -Democrat,3813,16212,0.2351961509992598,31.8412614,-95.6617267 -Republican,12262,16212,0.7563533185294843,31.8412614,-95.6617267 -Other,137,16212,0.00845053047125586,31.8412614,-95.6617267 -Democrat,795,4482,0.17737617135207498,32.3122581,-102.6402058 -Republican,3639,4482,0.8119143239625167,32.3122581,-102.6402058 -Other,48,4482,0.0107095046854083,32.3122581,-102.6402058 -Democrat,7834,28406,0.2757868056044498,31.2518963,-94.6111337 -Republican,20303,28406,0.7147433640780116,31.2518963,-94.6111337 -Other,269,28406,0.009469830317538548,31.2518963,-94.6111337 -Democrat,2704,9648,0.2802653399668325,28.1226209,-96.9675012 -Republican,6830,9648,0.7079187396351575,28.1226209,-96.9675012 -Other,114,9648,0.01181592039800995,28.1226209,-96.9675012 -Democrat,525,4164,0.1260806916426513,33.6163054,-98.6872669 -Republican,3600,4164,0.8645533141210374,33.6163054,-98.6872669 -Other,39,4164,0.009365994236311239,33.6163054,-98.6872669 -Democrat,98,935,0.10481283422459893,34.964179,-101.3566363 -Republican,828,935,0.8855614973262033,34.964179,-101.3566363 -Other,9,935,0.009625668449197862,34.964179,-101.3566363 -Democrat,5133,12721,0.40350601367816996,28.8914775,-98.535381 -Republican,7461,12721,0.5865104944579829,28.8914775,-98.535381 -Other,127,12721,0.009983491863847182,28.8914775,-98.535381 -Democrat,2252,11649,0.1933213151343463,29.8919013,-96.2701696 -Republican,9265,11649,0.7953472401064469,29.8919013,-96.2701696 -Other,132,11649,0.0113314447592068,29.8919013,-96.2701696 -Democrat,466,1816,0.2566079295154185,34.0675209,-102.8303446 -Republican,1339,1816,0.7373348017621145,34.0675209,-102.8303446 -Other,11,1816,0.006057268722466961,34.0675209,-102.8303446 -Democrat,1864,9448,0.19729043183742592,29.756389,-99.2482849 -Republican,7426,9448,0.7859864521591872,29.756389,-99.2482849 -Other,158,9448,0.01672311600338696,29.756389,-99.2482849 -Democrat,9864,24481,0.40292471712756833,30.1007718,-97.3106392 -Republican,14033,24481,0.5732200482006454,30.1007718,-97.3106392 -Other,584,24481,0.023855234671786282,30.1007718,-97.3106392 -Democrat,267,1592,0.16771356783919597,33.6188024,-99.2081888 -Republican,1297,1592,0.8146984924623115,33.6188024,-99.2081888 -Other,28,1592,0.017587939698492462,33.6188024,-99.2081888 -Democrat,3452,7879,0.4381266658205356,28.4160769,-97.7425858 -Republican,4356,7879,0.5528620383297372,28.4160769,-97.7425858 -Other,71,7879,0.009011295849727123,28.4160769,-97.7425858 -Democrat,35512,86206,0.4119434842122358,31.0427479,-97.4812697 -Republican,49574,86206,0.575064380669559,31.0427479,-97.4812697 -Other,1120,86206,0.012992135118205229,31.0427479,-97.4812697 -Democrat,264856,513681,0.5156040421973949,29.4486708,-98.5201465 -Republican,241617,513681,0.47036390288914715,29.4486708,-98.5201465 -Other,7208,513681,0.014032054913457962,29.4486708,-98.5201465 -Democrat,1220,4973,0.24532475366981701,30.2664556,-98.399217 -Republican,3638,4973,0.7315503720088478,30.2664556,-98.399217 -Other,115,4973,0.02312487432133521,30.2664556,-98.399217 -Democrat,32,363,0.0881542699724518,32.7385899,-101.439199 -Republican,324,363,0.8925619834710744,32.7385899,-101.439199 -Other,7,363,0.01928374655647383,32.7385899,-101.439199 -Democrat,1367,7356,0.1858346927678086,31.9008189,-97.6376407 -Republican,5885,7356,0.8000271886895052,31.9008189,-97.6376407 -Other,104,7356,0.014138118542686243,31.9008189,-97.6376407 -Democrat,10196,35404,0.28799005762060786,33.4460648,-94.422393 -Republican,24869,35404,0.702434753135239,33.4460648,-94.422393 -Other,339,35404,0.009575189244153202,33.4460648,-94.422393 -Democrat,34421,106739,0.3224781944743721,29.1678175,-95.434647 -Republican,70862,106739,0.6638810556591311,29.1678175,-95.434647 -Other,1456,106739,0.013640749866496781,29.1678175,-95.434647 -Democrat,17477,55962,0.3123012043886923,30.6567132,-96.3023935 -Republican,37209,55962,0.6648976090918838,30.6567132,-96.3023935 -Other,1276,55962,0.022801186519423894,30.6567132,-96.3023935 -Democrat,1765,3867,0.456426170157745,29.8089965,-103.2524579 -Republican,1976,3867,0.5109904318593225,29.8089965,-103.2524579 -Other,126,3867,0.032583397982932506,29.8089965,-103.2524579 -Democrat,117,702,0.16666666666666666,34.5251725,-101.205893 -Republican,578,702,0.8233618233618234,34.5251725,-101.205893 -Other,7,702,0.009971509971509971,34.5251725,-101.205893 -Democrat,1886,2403,0.7848522679983354,27.0349936,-98.2152756 -Republican,507,2403,0.21098626716604243,27.0349936,-98.2152756 -Other,10,2403,0.004161464835622139,27.0349936,-98.2152756 -Democrat,1904,13947,0.13651681365168136,31.7641372,-98.998456 -Republican,11895,13947,0.8528715852871586,31.7641372,-98.998456 -Other,148,13947,0.010611601061160107,31.7641372,-98.998456 -Democrat,1705,6456,0.26409541511771994,30.4934867,-96.6220912 -Republican,4671,6456,0.7235130111524164,30.4934867,-96.6220912 -Other,80,6456,0.012391573729863693,30.4934867,-96.6220912 -Democrat,3674,16796,0.21874255775184567,30.7896305,-98.2011868 -Republican,12843,16796,0.7646463443677066,30.7896305,-98.2011868 -Other,279,16796,0.016611097880447727,30.7896305,-98.2011868 -Democrat,4791,11068,0.4328695337911095,29.8323986,-97.628141 -Republican,6021,11068,0.5440007228044814,29.8323986,-97.628141 -Other,256,11068,0.023129743404409108,29.8323986,-97.628141 -Democrat,2410,6648,0.36251504211793023,28.4417191,-96.5795739 -Republican,4144,6648,0.6233453670276775,28.4417191,-96.5795739 -Other,94,6648,0.014139590854392299,28.4417191,-96.5795739 -Democrat,751,5197,0.14450644602655377,32.2931499,-99.372249 -Republican,4378,5197,0.8424090821627862,32.2931499,-99.372249 -Other,68,5197,0.013084471810659996,32.2931499,-99.372249 -Democrat,49975,76895,0.6499122179595552,26.1029227,-97.4789584 -Republican,26099,76895,0.33941088497301514,26.1029227,-97.4789584 -Other,821,76895,0.010676897067429612,26.1029227,-97.4789584 -Democrat,1428,4335,0.32941176470588235,32.9745813,-94.979085 -Republican,2881,4335,0.6645905420991927,32.9745813,-94.979085 -Other,26,4335,0.0059976931949250285,32.9745813,-94.979085 -Democrat,292,2778,0.10511159107271419,35.4054961,-101.3553558 -Republican,2451,2778,0.8822894168466523,35.4054961,-101.3553558 -Other,35,2778,0.01259899208063355,35.4054961,-101.3553558 -Democrat,2924,11788,0.2480488632507635,33.0836979,-94.3575786 -Republican,8763,11788,0.7433831014591109,33.0836979,-94.3575786 -Other,101,11788,0.008568035290125552,33.0836979,-94.3575786 -Democrat,630,2119,0.2973100519112789,34.5336207,-102.2587856 -Republican,1470,2119,0.6937234544596508,34.5336207,-102.2587856 -Other,19,2119,0.008966493629070316,34.5336207,-102.2587856 -Democrat,2790,14735,0.18934509670851712,29.6963741,-94.6694454 -Republican,11787,14735,0.7999321343739396,29.6963741,-94.6694454 -Other,158,14735,0.010722768917543264,29.6963741,-94.6694454 -Democrat,3875,16126,0.24029517549299267,31.8438807,-95.1563425 -Republican,12094,16126,0.7499689941709041,31.8438807,-95.1563425 -Other,157,16126,0.009735830336103188,31.8438807,-95.1563425 -Democrat,320,1996,0.16032064128256512,34.5246235,-100.2081658 -Republican,1665,1996,0.8341683366733467,34.5246235,-100.2081658 -Other,11,1996,0.005511022044088177,34.5246235,-100.2081658 -Democrat,740,5057,0.1463318172829741,33.7859042,-98.2129174 -Republican,4266,5057,0.8435831520664425,33.7859042,-98.2129174 -Other,51,5057,0.01008503065058335,33.7859042,-98.2129174 -Democrat,256,917,0.2791712104689204,33.6084401,-102.830449 -Republican,649,917,0.707742639040349,33.6084401,-102.830449 -Other,12,917,0.013086150490730643,33.6084401,-102.830449 -Democrat,179,1408,0.12713068181818182,31.8771104,-100.6352305 -Republican,1218,1408,0.8650568181818182,31.8771104,-100.6352305 -Other,11,1408,0.0078125,31.8771104,-100.6352305 -Democrat,442,3492,0.1265750286368843,31.9142052,-99.3466223 -Republican,3012,3492,0.8625429553264605,31.9142052,-99.3466223 -Other,38,3492,0.010882016036655211,31.9142052,-99.3466223 -Democrat,101415,302821,0.33490081599360677,33.1945322,-96.5794437 -Republican,196888,302821,0.6501794789661219,33.1945322,-96.5794437 -Other,4518,302821,0.014919705040271316,33.1945322,-96.5794437 -Democrat,177,1150,0.15391304347826087,34.9633577,-100.2721351 -Republican,962,1150,0.8365217391304348,34.9633577,-100.2721351 -Other,11,1150,0.009565217391304347,34.9633577,-100.2721351 -Democrat,2029,8117,0.24996920044351362,29.596296,-96.5089347 -Republican,6026,8117,0.7423925095478625,29.596296,-96.5089347 -Other,62,8117,0.007638290008623876,29.596296,-96.5089347 -Democrat,11450,51529,0.22220497195753847,29.8054913,-98.260544 -Republican,39318,51529,0.7630266451900871,29.8054913,-98.260544 -Other,761,51529,0.014768382852374392,29.8054913,-98.260544 -Democrat,890,4906,0.18141051773338768,31.9516447,-98.5496169 -Republican,3944,4906,0.8039135752140236,31.9516447,-98.5496169 -Other,72,4906,0.014675907052588666,31.9516447,-98.5496169 -Democrat,194,1001,0.1938061938061938,31.3188831,-99.8636485 -Republican,793,1001,0.7922077922077922,31.3188831,-99.8636485 -Other,14,1001,0.013986013986013986,31.3188831,-99.8636485 -Democrat,2246,14351,0.15650477318653752,33.6391964,-97.2103433 -Republican,11951,14351,0.8327642672984461,33.6391964,-97.2103433 -Other,154,14351,0.010730959515016375,33.6391964,-97.2103433 -Democrat,5158,16604,0.3106480366176825,31.3911774,-97.7980223 -Republican,11220,16604,0.675740785352927,31.3911774,-97.7980223 -Other,226,16604,0.013611178029390509,31.3911774,-97.7980223 -Democrat,180,741,0.242914979757085,34.0919063,-100.2764416 -Republican,555,741,0.7489878542510121,34.0919063,-100.2764416 -Other,6,741,0.008097165991902834,34.0919063,-100.2764416 -Democrat,275,1283,0.21434138737334374,31.4227965,-102.4877739 -Republican,985,1283,0.7677318784099766,31.4227965,-102.4877739 -Other,23,1283,0.017926734216679657,31.4227965,-102.4877739 -Democrat,480,1457,0.32944406314344543,30.7175316,-101.4042113 -Republican,957,1457,0.6568291008922443,30.7175316,-101.4042113 -Other,20,1457,0.013726835964310227,30.7175316,-101.4042113 -Democrat,639,1787,0.35758254057078903,33.609144,-101.2987099 -Republican,1132,1787,0.6334639059876889,33.609144,-101.2987099 -Other,16,1787,0.008953553441522105,33.609144,-101.2987099 -Democrat,568,879,0.646188850967008,31.4459085,-104.5269447 -Republican,295,879,0.33560864618885095,31.4459085,-104.5269447 -Other,16,879,0.01820250284414107,31.4459085,-104.5269447 -Democrat,253,1534,0.16492829204693613,36.2863696,-102.5940204 -Republican,1248,1534,0.8135593220338984,36.2863696,-102.5940204 -Other,33,1534,0.02151238591916558,36.2863696,-102.5940204 -Democrat,405571,710117,0.5711326443388907,32.7669866,-96.7784238 -Republican,295813,710117,0.4165693822285623,32.7669866,-96.7784238 -Other,8733,710117,0.012297973432547031,32.7669866,-96.7784238 -Democrat,1019,3642,0.2797913234486546,32.742528,-101.9487714 -Republican,2591,3642,0.7114222954420648,32.742528,-101.9487714 -Other,32,3642,0.008786381109280615,32.742528,-101.9487714 -Democrat,454,2018,0.22497522299306244,33.3859329,-95.6733504 -Republican,1524,2018,0.755203171456888,33.3859329,-95.6733504 -Other,40,2018,0.019821605550049554,33.3859329,-95.6733504 -Democrat,80978,242781,0.3335433991951594,33.205132,-97.1211403 -Republican,157579,242781,0.6490582047194797,33.205132,-97.1211403 -Other,4224,242781,0.01739839608536088,33.205132,-97.1211403 -Democrat,216,1019,0.21197252208047104,33.6153628,-100.7876173 -Republican,793,1019,0.7782139352306182,33.6153628,-100.7876173 -Other,10,1019,0.009813542688910697,33.6153628,-100.7876173 -Democrat,2141,2917,0.7339732601988345,28.4235871,-99.7658713 -Republican,762,2917,0.26122728830990743,28.4235871,-99.7658713 -Other,14,2917,0.0047994514912581415,28.4235871,-99.7658713 -Democrat,226,1535,0.1472312703583062,34.9550364,-100.8158457 -Republican,1287,1535,0.8384364820846906,34.9550364,-100.8158457 -Other,22,1535,0.014332247557003257,34.9550364,-100.8158457 -Democrat,3331,4344,0.766804788213628,27.6811232,-98.4973933 -Republican,980,4344,0.22559852670349909,27.6811232,-98.4973933 -Other,33,4344,0.007596685082872928,27.6811232,-98.4973933 -Democrat,970,6495,0.14934565050038492,32.3246454,-98.8365596 -Republican,5444,6495,0.8381832178598922,32.3246454,-98.8365596 -Other,81,6495,0.012471131639722863,32.3246454,-98.8365596 -Democrat,8118,32513,0.24968474148802017,31.8653008,-102.5425068 -Republican,24010,32513,0.7384738412327376,31.8653008,-102.5425068 -Other,385,32513,0.01184141727924215,31.8653008,-102.5425068 -Democrat,232,884,0.26244343891402716,29.9858774,-100.3073732 -Republican,642,884,0.7262443438914027,29.9858774,-100.3073732 -Other,10,884,0.011312217194570135,29.9858774,-100.3073732 -Democrat,13881,54151,0.2563387564403243,32.3468783,-96.7969403 -Republican,39574,54151,0.7308082953223394,32.3468783,-96.7969403 -Other,696,54151,0.012852948237336338,32.3468783,-96.7969403 -Democrat,1965,12473,0.15754028701996312,32.2366609,-98.2205073 -Republican,10329,12473,0.8281087148240199,32.2366609,-98.2205073 -Other,179,12473,0.014350998156016996,32.2366609,-98.2205073 -Democrat,2033,5434,0.3741258741258741,31.2519298,-96.9341275 -Republican,3356,5434,0.6175929333824071,31.2519298,-96.9341275 -Other,45,5434,0.008281192491718808,31.2519298,-96.9341275 -Democrat,2486,10804,0.23009996297667532,33.5911611,-96.1049882 -Republican,8161,10804,0.7553683820807109,33.5911611,-96.1049882 -Other,157,10804,0.014531654942613846,33.5911611,-96.1049882 -Democrat,2315,10551,0.21941048241872807,29.8778861,-96.9212309 -Republican,8106,10551,0.7682684105771965,29.8778861,-96.9212309 -Other,130,10551,0.012321107004075443,29.8778861,-96.9212309 -Democrat,512,1629,0.31430325352977284,32.7404728,-100.4031198 -Republican,1094,1629,0.6715776550030693,32.7404728,-100.4031198 -Other,23,1629,0.014119091467157766,32.7404728,-100.4031198 -Democrat,551,2085,0.2642685851318945,34.0737305,-101.3032742 -Republican,1523,2085,0.7304556354916067,34.0737305,-101.3032742 -Other,11,2085,0.005275779376498801,34.0737305,-101.3032742 -Democrat,140,495,0.2828282828282828,33.9633063,-99.8168285 -Republican,348,495,0.703030303030303,33.9633063,-99.8168285 -Other,7,495,0.014141414141414142,33.9633063,-99.8168285 -Democrat,751,4257,0.17641531595019966,33.1758457,-95.2190662 -Republican,3446,4257,0.8094902513507165,33.1758457,-95.2190662 -Other,60,4257,0.014094432699083862,33.1758457,-95.2190662 -Democrat,1850,7570,0.24438573315719947,31.7017487,-96.1449568 -Republican,5646,7570,0.7458388375165126,31.7017487,-96.1449568 -Other,74,7570,0.00977542932628798,31.7017487,-96.1449568 -Democrat,2376,3968,0.5987903225806451,28.8693343,-99.1087876 -Republican,1559,3968,0.3928931451612903,28.8693343,-99.1087876 -Other,33,3968,0.008316532258064516,28.8693343,-99.1087876 -Democrat,535,4066,0.13157894736842105,32.7439423,-102.6315614 -Republican,3484,4066,0.8568617806197737,32.7439423,-102.6315614 -Other,47,4066,0.011559272011805214,32.7439423,-102.6315614 -Democrat,39511,110078,0.3589363905594215,29.233453,-94.8884558 -Republican,69059,110078,0.6273642326350406,29.233453,-94.8884558 -Other,1508,110078,0.01369937680553789,29.233453,-94.8884558 -Democrat,279,1560,0.17884615384615385,33.183792,-101.3011341 -Republican,1263,1560,0.8096153846153846,33.183792,-101.3011341 -Other,18,1560,0.011538461538461539,33.183792,-101.3011341 -Democrat,2055,12550,0.16374501992031873,30.3250913,-98.9418512 -Republican,10306,12550,0.821195219123506,30.3250913,-98.9418512 -Other,189,12550,0.015059760956175299,30.3250913,-98.9418512 -Democrat,44,578,0.07612456747404844,31.8680062,-101.5214944 -Republican,526,578,0.9100346020761245,31.8680062,-101.5214944 -Other,8,578,0.01384083044982699,31.8680062,-101.5214944 -Democrat,1127,3458,0.3259109311740891,28.6607,-97.4304145 -Republican,2294,3458,0.6633892423366108,28.6607,-97.4304145 -Other,37,3458,0.010699826489300174,28.6607,-97.4304145 -Democrat,1777,6057,0.29337956083869904,29.4619121,-97.4919205 -Republican,4216,6057,0.6960541522205712,29.4619121,-97.4919205 -Other,64,6057,0.010566286940729735,29.4619121,-97.4919205 -Democrat,886,7389,0.11990797130870212,35.4025424,-100.8123736 -Republican,6443,7389,0.8719718500473677,35.4025424,-100.8123736 -Other,60,7389,0.008120178643930167,35.4025424,-100.8123736 -Democrat,10670,42264,0.25246072307401096,33.624524,-96.675693 -Republican,30936,42264,0.7319704713231119,33.624524,-96.675693 -Other,658,42264,0.015568805602877153,33.624524,-96.675693 -Democrat,12398,41507,0.2986966053918616,32.4863971,-94.8162759 -Republican,28742,41507,0.6924615125159611,32.4863971,-94.8162759 -Other,367,41507,0.008841882092177223,32.4863971,-94.8162759 -Democrat,2339,8601,0.2719451226601558,30.5432314,-95.988082 -Republican,6141,8601,0.713986745727241,30.5432314,-95.988082 -Other,121,8601,0.014068131612603186,30.5432314,-95.988082 -Democrat,15744,49514,0.3179706749606172,29.583532,-97.946771 -Republican,33117,49514,0.6688411358403684,29.583532,-97.946771 -Other,653,49514,0.01318818919901442,29.583532,-97.946771 -Democrat,2243,8854,0.2533318274226338,34.0684364,-101.8228879 -Republican,6490,8854,0.7330020329794443,34.0684364,-101.8228879 -Other,121,8854,0.013666139597921843,34.0684364,-101.8228879 -Democrat,265,1109,0.23895401262398558,34.6556227,-100.7638926 -Republican,832,1109,0.7502254283137962,34.6556227,-100.7638926 -Other,12,1109,0.010820559062218215,34.6556227,-100.7638926 -Democrat,591,3552,0.16638513513513514,31.7073424,-98.1117562 -Republican,2918,3552,0.821509009009009,31.7073424,-98.1117562 -Other,43,3552,0.012105855855855855,31.7073424,-98.1117562 -Democrat,159,1962,0.08103975535168195,36.2728469,-101.3569304 -Republican,1788,1962,0.9113149847094801,36.2728469,-101.3569304 -Other,15,1962,0.00764525993883792,36.2728469,-101.3569304 -Democrat,302,1495,0.2020066889632107,34.2899036,-99.7456973 -Republican,1176,1495,0.7866220735785954,34.2899036,-99.7456973 -Other,17,1495,0.01137123745819398,34.2899036,-99.7456973 -Democrat,3359,21297,0.15772174484669202,30.3296483,-94.3931782 -Republican,17746,21297,0.833262900878058,30.3296483,-94.3931782 -Other,192,21297,0.009015354275250036,30.3296483,-94.3931782 -Democrat,587044,1188585,0.49390157203733853,29.857273,-95.3930371 -Republican,586073,1188585,0.4930846342499695,29.857273,-95.3930371 -Other,15468,1188585,0.013013793712691983,29.857273,-95.3930371 -Democrat,8456,26170,0.323118074130684,32.5479914,-94.3744344 -Republican,17512,26170,0.669163163928162,32.5479914,-94.3744344 -Other,202,26170,0.0077187619411539935,32.5479914,-94.3744344 -Democrat,184,1913,0.09618400418191322,35.8402444,-102.6100473 -Republican,1708,1913,0.8928384736016728,35.8402444,-102.6100473 -Other,21,1913,0.01097752221641401,35.8402444,-102.6100473 -Democrat,553,2013,0.2747143566815698,33.1759638,-99.730774 -Republican,1424,2013,0.7074018877297565,33.1759638,-99.730774 -Other,36,2013,0.01788375558867362,33.1759638,-99.730774 -Democrat,25537,59011,0.4327498263035705,30.0612247,-98.0292673 -Republican,31661,59011,0.5365270881700022,30.0612247,-98.0292673 -Other,1813,59011,0.030723085526427277,30.0612247,-98.0292673 -Democrat,192,1509,0.1272365805168986,35.8159564,-100.2792102 -Republican,1298,1509,0.8601722995361166,35.8159564,-100.2792102 -Other,19,1509,0.012591119946984758,35.8159564,-100.2792102 -Democrat,6106,27627,0.22101567307344264,32.2116334,-95.8534183 -Republican,21231,27627,0.768487349332175,32.2116334,-95.8534183 -Other,290,27627,0.010496977594382307,32.2116334,-95.8534183 -Democrat,97969,139159,0.7040076459301949,26.3963839,-98.18099 -Republican,39865,139159,0.2864708714492056,26.3963839,-98.18099 -Other,1325,139159,0.009521482620599458,26.3963839,-98.18099 -Democrat,2752,12045,0.22847654628476546,31.9826809,-97.130668 -Republican,9132,12045,0.7581569115815692,31.9826809,-97.130668 -Other,161,12045,0.013366542133665421,31.9826809,-97.130668 -Democrat,1486,7134,0.2082982898794505,33.605932,-102.3433978 -Republican,5546,7134,0.7774039809363611,33.605932,-102.3433978 -Other,102,7134,0.014297729184188394,33.605932,-102.3433978 -Democrat,3843,22535,0.17053472376303527,32.430149,-97.8316766 -Republican,18409,22535,0.8169070335034391,32.430149,-97.8316766 -Other,283,22535,0.012558242733525626,32.430149,-97.8316766 -Democrat,2777,12753,0.2177526856425939,33.1489673,-95.5654337 -Republican,9836,12753,0.7712695052144594,33.1489673,-95.5654337 -Other,140,12753,0.010977809142946758,33.1489673,-95.5654337 -Democrat,2265,8214,0.27574872169466763,31.3230362,-95.4215995 -Republican,5880,8214,0.7158509861212564,31.3230362,-95.4215995 -Other,69,8214,0.008400292184075968,31.3230362,-95.4215995 -Democrat,2110,8695,0.24266820011500861,32.3034298,-101.4387208 -Republican,6453,8695,0.7421506612995975,32.3034298,-101.4387208 -Other,132,8695,0.015181138585393904,32.3034298,-101.4387208 -Democrat,379,863,0.4391657010428737,31.4508678,-105.3775489 -Republican,471,863,0.5457705677867902,31.4508678,-105.3775489 -Other,13,863,0.015063731170336037,31.4508678,-105.3775489 -Democrat,6671,28049,0.23783379086598452,33.1233077,-96.0842298 -Republican,21011,28049,0.749081963706371,33.1233077,-96.0842298 -Other,367,28049,0.01308424542764448,33.1233077,-96.0842298 -Democrat,1045,7928,0.13181130171543895,35.837047,-101.3627461 -Republican,6804,7928,0.8582240161453077,35.837047,-101.3627461 -Other,79,7928,0.00996468213925328,35.837047,-101.3627461 -Democrat,112,788,0.14213197969543148,31.3034241,-100.9813037 -Republican,668,788,0.8477157360406091,31.3034241,-100.9813037 -Other,8,788,0.01015228426395939,31.3034241,-100.9813037 -Democrat,303,2908,0.10419532324621733,33.2321615,-98.1711758 -Republican,2580,2908,0.8872077028885832,33.2321615,-98.1711758 -Other,25,2908,0.00859697386519945,33.2321615,-98.1711758 -Democrat,1070,5025,0.21293532338308457,28.9598019,-96.58908 -Republican,3906,5025,0.7773134328358209,28.9598019,-96.58908 -Other,49,5025,0.009751243781094527,28.9598019,-96.58908 -Democrat,3423,13517,0.2532366649404454,30.7529323,-94.0222943 -Republican,9957,13517,0.7366279499889029,30.7529323,-94.0222943 -Other,137,13517,0.010135385070651771,30.7529323,-94.0222943 -Democrat,44668,88627,0.503999909734054,29.8539997,-94.1493306 -Republican,43242,88627,0.4879100048517946,29.8539997,-94.1493306 -Other,717,88627,0.008090085414151444,29.8539997,-94.1493306 -Democrat,10496,48838,0.21491461566812728,32.3798207,-97.3649587 -Republican,37661,48838,0.7711413243785576,32.3798207,-97.3649587 -Other,681,48838,0.013944059953315041,32.3798207,-97.3649587 -Democrat,1226,5567,0.22022633375246992,32.7437089,-99.8744297 -Republican,4262,5567,0.7655828992275912,32.7437089,-99.8744297 -Other,79,5567,0.014190767019938925,32.7437089,-99.8744297 -Democrat,1325,4185,0.31660692951015534,28.9089957,-97.8522048 -Republican,2825,4185,0.6750298685782556,28.9089957,-97.8522048 -Other,35,4185,0.008363201911589008,28.9089957,-97.8522048 -Democrat,9472,34670,0.27320449956734927,32.5989442,-96.2883773 -Republican,24846,34670,0.7166426305162965,32.5989442,-96.2883773 -Other,352,34670,0.010152869916354198,32.5989442,-96.2883773 -Democrat,3043,17783,0.17111848394534104,29.9435246,-98.7092693 -Republican,14508,17783,0.8158353483664174,29.9435246,-98.7092693 -Other,232,17783,0.01304616768824158,29.9435246,-98.7092693 -Democrat,82,167,0.49101796407185627,26.8902129,-97.5911434 -Republican,84,167,0.5029940119760479,26.8902129,-97.5911434 -Other,1,167,0.005988023952095809,26.8902129,-97.5911434 -Democrat,66,405,0.16296296296296298,33.1847797,-100.7697199 -Republican,335,405,0.8271604938271605,33.1847797,-100.7697199 -Other,4,405,0.009876543209876543,33.1847797,-100.7697199 -Democrat,4338,21879,0.19827231591937475,30.059953,-99.3533388 -Republican,17274,21879,0.7895242012889072,30.059953,-99.3533388 -Other,267,21879,0.012203482791718085,30.059953,-99.3533388 -Democrat,217,1892,0.11469344608879492,30.479472,-99.7463959 -Republican,1667,1892,0.88107822410148,30.479472,-99.7463959 -Other,8,1892,0.004228329809725159,30.479472,-99.7463959 -Democrat,5,145,0.034482758620689655,33.6142675,-100.2453455 -Republican,139,145,0.9586206896551724,33.6142675,-100.2453455 -Other,1,145,0.006896551724137931,33.6142675,-100.2453455 -Democrat,522,1425,0.3663157894736842,29.3470865,-100.4177003 -Republican,880,1425,0.6175438596491228,29.3470865,-100.4177003 -Other,23,1425,0.016140350877192983,29.3470865,-100.4177003 -Democrat,4754,8907,0.5337375098237341,27.4387348,-97.6606203 -Republican,4058,8907,0.4555967216795779,27.4387348,-97.6606203 -Other,95,8907,0.010665768496687999,27.4387348,-97.6606203 -Democrat,332,1510,0.21986754966887417,33.6118897,-99.7303563 -Republican,1160,1510,0.7682119205298014,33.6118897,-99.7303563 -Other,18,1510,0.011920529801324504,33.6118897,-99.7303563 -Democrat,4181,17197,0.24312380066290631,33.6672628,-95.5703477 -Republican,12826,17197,0.7458277606559284,33.6672628,-95.5703477 -Other,190,17197,0.01104843868116532,33.6672628,-95.5703477 -Democrat,998,4091,0.24395013444145686,34.0688615,-102.3480182 -Republican,3058,4091,0.7474945001222195,34.0688615,-102.3480182 -Other,35,4091,0.008555365436323637,34.0688615,-102.3480182 -Democrat,1479,7204,0.2053026096612993,31.1967308,-98.2408885 -Republican,5621,7204,0.7802609661299278,31.1967308,-98.2408885 -Other,104,7204,0.014436424208772903,31.1967308,-98.2408885 -Democrat,1428,8294,0.17217265493127562,29.3825778,-96.9236334 -Republican,6796,8294,0.8193875090426814,29.3825778,-96.9236334 -Other,70,8294,0.008439836026042922,29.3825778,-96.9236334 -Democrat,1632,6221,0.262337244815946,30.3214983,-96.9768226 -Republican,4507,6221,0.7244815945989391,30.3214983,-96.9768226 -Other,82,6221,0.013181160585114933,30.3214983,-96.9768226 -Democrat,1062,6945,0.15291576673866092,31.3004926,-95.9956219 -Republican,5814,6945,0.8371490280777538,31.3004926,-95.9956219 -Other,69,6945,0.009935205183585313,31.3004926,-95.9956219 -Democrat,5202,22746,0.22869955156950672,30.1585081,-94.8440607 -Republican,17323,22746,0.7615844544095666,30.1585081,-94.8440607 -Other,221,22746,0.009715994020926755,30.1585081,-94.8440607 -Democrat,2208,7563,0.29194763982546607,31.5475427,-96.593623 -Republican,5288,7563,0.6991934417559169,31.5475427,-96.593623 -Other,67,7563,0.00885891841861695,31.5475427,-96.593623 -Democrat,119,1168,0.10188356164383562,36.2801998,-100.2726827 -Republican,1044,1168,0.8938356164383562,36.2801998,-100.2726827 -Other,5,1168,0.004280821917808219,36.2801998,-100.2726827 -Democrat,1822,9558,0.19062565390249006,30.7075845,-98.6846901 -Republican,7610,9558,0.7961916718978865,30.7075845,-98.6846901 -Other,126,9558,0.013182674199623353,30.7075845,-98.6846901 -Democrat,9,64,0.140625,31.8449361,-103.5612293 -Republican,54,64,0.84375,31.8449361,-103.5612293 -Other,1,64,0.015625,31.8449361,-103.5612293 -Democrat,26271,91184,0.28810975609756095,33.6114688,-101.8199438 -Republican,63469,91184,0.696054132303913,33.6114688,-101.8199438 -Other,1444,91184,0.01583611159852606,33.6114688,-101.8199438 -Democrat,506,1959,0.25829504849412965,33.1784124,-101.8184933 -Republican,1439,1959,0.734558448187851,33.1784124,-101.8184933 -Other,14,1959,0.0071465033180193975,33.1784124,-101.8184933 -Democrat,967,4028,0.2400695134061569,30.9668782,-95.9303719 -Republican,3028,4028,0.7517378351539226,30.9668782,-95.9303719 -Other,33,4028,0.008192651439920555,30.9668782,-95.9303719 -Democrat,1495,4282,0.3491359177954227,32.7981821,-94.3568533 -Republican,2733,4282,0.638253152732368,32.7981821,-94.3568533 -Other,54,4282,0.012610929472209247,32.7981821,-94.3568533 -Democrat,248,1624,0.15270935960591134,32.3098298,-101.9618363 -Republican,1368,1624,0.8423645320197044,32.3098298,-101.9618363 -Other,8,1624,0.0049261083743842365,32.3098298,-101.9618363 -Democrat,380,1968,0.19308943089430894,30.7039159,-99.2373018 -Republican,1565,1968,0.7952235772357723,30.7039159,-99.2373018 -Other,23,1968,0.011686991869918699,30.7039159,-99.2373018 -Democrat,3980,12133,0.32803098986235885,28.7747601,-96.0015316 -Republican,8040,12133,0.6626555674606445,28.7747601,-96.0015316 -Other,113,12133,0.00931344267699662,28.7747601,-96.0015316 -Democrat,8303,10563,0.7860456309760485,28.7297873,-100.316678 -Republican,2171,10563,0.20552873236769856,28.7297873,-100.316678 -Other,89,10563,0.008425636656252958,28.7297873,-100.316678 -Democrat,4784,16049,0.29808710823104245,29.3536614,-99.1110845 -Republican,11079,16049,0.6903233846345567,29.3536614,-99.1110845 -Other,186,16049,0.011589507134400897,29.3536614,-99.1110845 -Democrat,171,849,0.20141342756183744,30.8852677,-99.8588613 -Republican,665,849,0.7832744405182568,30.8852677,-99.8588613 -Other,13,849,0.015312131919905771,30.8852677,-99.8588613 -Democrat,8286,44597,0.18579725093616162,31.8142693,-102.0024538 -Republican,35689,44597,0.8002556225755095,31.8142693,-102.0024538 -Other,622,44597,0.013947126488328812,31.8142693,-102.0024538 -Democrat,2636,8230,0.3202916160388821,30.791242,-96.9843946 -Republican,5481,8230,0.6659781287970838,30.791242,-96.9843946 -Other,113,8230,0.013730255164034023,30.791242,-96.9843946 -Democrat,279,2201,0.1267605633802817,31.4948885,-98.5946231 -Republican,1882,2201,0.8550658791458428,31.4948885,-98.5946231 -Other,40,2201,0.01817355747387551,31.4948885,-98.5946231 -Democrat,538,2316,0.23229706390328153,32.3041168,-100.9243924 -Republican,1756,2316,0.7582037996545768,32.3041168,-100.9243924 -Other,22,2316,0.009499136442141624,32.3041168,-100.9243924 -Democrat,1116,7751,0.143981421752032,33.6783558,-97.7250138 -Republican,6549,7751,0.8449232357115211,33.6783558,-97.7250138 -Other,86,7751,0.01109534253644691,33.6783558,-97.7250138 -Democrat,32920,173113,0.19016480564717844,30.2988009,-95.50295 -Republican,137969,173113,0.7969880944816392,30.2988009,-95.50295 -Other,2224,173113,0.012847099871182406,30.2988009,-95.50295 -Democrat,964,4985,0.19338014042126378,35.8356759,-101.8905018 -Republican,3968,4985,0.795987963891675,35.8356759,-101.8905018 -Other,53,4985,0.010631895687061183,35.8356759,-101.8905018 -Democrat,1858,5139,0.3615489394823896,33.116466,-94.7312653 -Republican,3232,5139,0.6289161315431018,33.116466,-94.7312653 -Other,49,5139,0.00953492897450866,33.116466,-94.7312653 -Democrat,55,600,0.09166666666666666,34.0578993,-100.7931519 -Republican,538,600,0.8966666666666666,34.0578993,-100.7931519 -Other,7,600,0.011666666666666667,34.0578993,-100.7931519 -Democrat,6465,20653,0.3130295840797947,31.6205598,-94.6202497 -Republican,13925,20653,0.6742361884471989,31.6205598,-94.6202497 -Other,263,20653,0.012734227473006343,31.6205598,-94.6202497 -Democrat,4350,15364,0.2831293933871388,32.048448,-96.4769087 -Republican,10847,15364,0.7060010413954699,32.048448,-96.4769087 -Other,167,15364,0.010869565217391304,32.048448,-96.4769087 -Democrat,1677,5869,0.28573862668256944,30.7867182,-93.73925 -Republican,4112,5869,0.7006304310785483,30.7867182,-93.73925 -Other,80,5869,0.013630942238882263,30.7867182,-93.73925 -Democrat,1216,4575,0.26579234972677596,32.3123379,-100.4181078 -Republican,3282,4575,0.7173770491803279,32.3123379,-100.4181078 -Other,77,4575,0.016830601092896174,32.3123379,-100.4181078 -Democrat,45772,96104,0.4762757013235661,27.7400315,-97.5162143 -Republican,48966,96104,0.5095105302588862,27.7400315,-97.5162143 -Other,1366,96104,0.014213768417547656,27.7400315,-97.5162143 -Democrat,253,2993,0.0845305713331106,36.2787442,-100.8158636 -Republican,2719,2993,0.908453057133311,36.2787442,-100.8158636 -Other,21,2993,0.0070163715335783495,36.2787442,-100.8158636 -Democrat,71,869,0.08170310701956271,35.4019206,-102.5976203 -Republican,790,869,0.9090909090909091,35.4019206,-102.5976203 -Other,8,869,0.009205983889528193,35.4019206,-102.5976203 -Democrat,6800,30518,0.22281931974572383,30.1223229,-93.8940999 -Republican,23366,30518,0.7656465037027328,30.1223229,-93.8940999 -Other,352,30518,0.011534176551543351,30.1223229,-93.8940999 -Democrat,2211,10230,0.2161290322580645,32.1639784,-94.3051563 -Republican,7950,10230,0.7771260997067448,32.1639784,-94.3051563 -Other,69,10230,0.006744868035190616,32.1639784,-94.3051563 -Democrat,7853,47694,0.16465383486392418,32.7770964,-97.8059049 -Republican,39243,47694,0.8228079003648258,32.7770964,-97.8059049 -Other,598,47694,0.012538264771250052,32.7770964,-97.8059049 -Democrat,529,2554,0.2071260767423649,34.5321628,-102.7848533 -Republican,2011,2554,0.7873923257635083,34.5321628,-102.7848533 -Other,14,2554,0.00548159749412686,34.5321628,-102.7848533 -Democrat,1591,4150,0.3833734939759036,30.773298,-102.7181533 -Republican,2512,4150,0.6053012048192771,30.773298,-102.7181533 -Other,47,4150,0.011325301204819277,30.773298,-102.7181533 -Democrat,4859,19134,0.25394585554510296,30.7845525,-94.8373376 -Republican,14071,19134,0.7353924950350162,30.7845525,-94.8373376 -Other,204,19134,0.01066164941988084,30.7845525,-94.8373376 -Democrat,7126,26450,0.269413988657845,35.3986751,-101.893804 -Republican,18918,26450,0.7152362948960302,35.3986751,-101.893804 -Other,406,26450,0.015349716446124763,35.3986751,-101.893804 -Democrat,1282,1817,0.7055586130985141,30.0058912,-104.2616192 -Republican,504,1817,0.2773802971931756,30.0058912,-104.2616192 -Other,31,1817,0.0170610897083104,30.0058912,-104.2616192 -Democrat,761,4087,0.18620014680694885,32.8705795,-95.79544 -Republican,3279,4087,0.8022999755321751,32.8705795,-95.79544 -Other,47,4087,0.011499877660875948,32.8705795,-95.79544 -Democrat,7574,49696,0.15240663232453316,34.962529,-101.8955472 -Republican,41447,49696,0.8340107855763039,34.962529,-101.8955472 -Other,675,49696,0.01358258209916291,34.962529,-101.8955472 -Democrat,158,843,0.1874258600237248,31.3751911,-101.5143954 -Republican,676,843,0.8018979833926453,31.3751911,-101.5143954 -Other,9,843,0.010676156583629894,31.3751911,-101.5143954 -Democrat,277,1535,0.18045602605863192,29.8300967,-99.812549 -Republican,1236,1535,0.8052117263843648,29.8300967,-99.812549 -Other,22,1535,0.014332247557003257,29.8300967,-99.812549 -Democrat,1655,2877,0.5752519986096628,31.308366,-103.712706 -Republican,1188,2877,0.4129301355578728,31.308366,-103.712706 -Other,34,2877,0.011817865832464372,31.308366,-103.712706 -Democrat,998,2677,0.3728053791557714,28.3221157,-97.1624723 -Republican,1663,2677,0.6212177810982443,28.3221157,-97.1624723 -Other,16,2677,0.005976839745984311,28.3221157,-97.1624723 -Democrat,33,508,0.06496062992125984,35.838596,-100.8366824 -Republican,468,508,0.9212598425196851,35.838596,-100.8366824 -Other,7,508,0.013779527559055118,35.838596,-100.8366824 -Democrat,2798,7287,0.38397145601756555,31.025481,-96.5149408 -Republican,4419,7287,0.6064223960477563,31.025481,-96.5149408 -Other,70,7287,0.009606147934678195,31.025481,-96.5149408 -Democrat,8120,35678,0.2275912326924155,32.8986766,-96.4044017 -Republican,27113,35678,0.7599360950725937,32.8986766,-96.4044017 -Other,445,35678,0.012472672234990751,32.8986766,-96.4044017 -Democrat,519,3668,0.1414940021810251,31.8451193,-99.9827145 -Republican,3104,3668,0.8462377317339149,31.8451193,-99.9827145 -Other,45,3668,0.012268266085059978,31.8451193,-99.9827145 -Democrat,4451,18546,0.23999784320069018,32.1094232,-94.7563823 -Republican,13924,18546,0.7507818397498113,32.1094232,-94.7563823 -Other,171,18546,0.009220317049498545,32.1094232,-94.7563823 -Democrat,807,4578,0.17627785058977719,31.3432997,-93.8519129 -Republican,3727,4578,0.8141109654871123,31.3432997,-93.8519129 -Other,44,4578,0.009611183923110528,31.3432997,-93.8519129 -Democrat,221,1017,0.21730580137659783,30.8962331,-100.5272161 -Republican,787,1017,0.7738446411012783,30.8962331,-100.5272161 -Other,9,1017,0.008849557522123894,30.8962331,-100.5272161 -Democrat,838,5027,0.1666998209667794,32.7443531,-100.9133465 -Republican,4124,5027,0.820370001989258,32.7443531,-100.9133465 -Other,65,5027,0.012930177043962602,32.7443531,-100.9133465 -Democrat,131,1363,0.09611151870873075,32.7438198,-99.3470045 -Republican,1218,1363,0.8936170212765957,32.7438198,-99.3470045 -Other,14,1363,0.010271460014673514,32.7438198,-99.3470045 -Democrat,2322,9284,0.25010771219302025,31.7901394,-94.1425794 -Republican,6879,9284,0.740952175786299,31.7901394,-94.1425794 -Other,83,9284,0.008940112020680742,31.7901394,-94.1425794 -Democrat,121,1038,0.11657032755298652,36.2785929,-101.8992648 -Republican,908,1038,0.8747591522157996,36.2785929,-101.8992648 -Other,9,1038,0.008670520231213872,36.2785929,-101.8992648 -Democrat,21456,79601,0.2695443524578837,32.3770156,-95.2700409 -Republican,57331,79601,0.7202296453562141,32.3770156,-95.2700409 -Other,814,79601,0.010226002185902187,32.3770156,-95.2700409 -Democrat,613,3538,0.17326172979084228,32.2180714,-97.7692171 -Republican,2871,3538,0.8114754098360656,32.2180714,-97.7692171 -Other,54,3538,0.015262860373092142,32.2180714,-97.7692171 -Democrat,10260,11883,0.8634183287048726,26.5309027,-98.7402346 -Republican,1547,11883,0.1301859799713877,26.5309027,-98.7402346 -Other,76,11883,0.0063956913237397965,26.5309027,-98.7402346 -Democrat,475,3412,0.1392145369284877,32.7380521,-98.8393443 -Republican,2892,3412,0.8475967174677609,32.7380521,-98.8393443 -Other,45,3412,0.013188745603751465,32.7380521,-98.8393443 -Democrat,31,494,0.06275303643724696,31.8357735,-101.0549114 -Republican,459,494,0.9291497975708503,31.8357735,-101.0549114 -Other,4,494,0.008097165991902834,31.8357735,-101.0549114 -Democrat,160,675,0.23703703703703705,33.1795797,-100.2538069 -Republican,507,675,0.7511111111111111,33.1795797,-100.2538069 -Other,8,675,0.011851851851851851,33.1795797,-100.2538069 -Democrat,369,1489,0.2478173270651444,30.5221852,-100.5133594 -Republican,1110,1489,0.7454667562122229,30.5221852,-100.5133594 -Other,10,1489,0.006715916722632639,30.5221852,-100.5133594 -Democrat,579,2270,0.2550660792951542,34.5263193,-101.7438647 -Republican,1655,2270,0.7290748898678414,34.5263193,-101.7438647 -Other,36,2270,0.015859030837004406,34.5263193,-101.7438647 -Democrat,253071,610890,0.41426607081471295,32.7721191,-97.2912241 -Republican,348920,610890,0.5711666584818871,32.7721191,-97.2912241 -Other,8899,610890,0.014567270703399958,32.7721191,-97.2912241 -Democrat,9750,43263,0.22536578600651827,32.2971255,-99.8904299 -Republican,32904,43263,0.7605575202829208,32.2971255,-99.8904299 -Other,609,43263,0.014076693710560988,32.2971255,-99.8904299 -Democrat,184,555,0.33153153153153153,30.2323427,-102.0725126 -Republican,358,555,0.645045045045045,30.2323427,-102.0725126 -Other,13,555,0.023423423423423424,30.2323427,-102.0725126 -Democrat,1059,3709,0.28552170396333243,33.171229,-102.339284 -Republican,2602,3709,0.7015368023726072,33.171229,-102.339284 -Other,48,3709,0.012941493664060394,33.171229,-102.339284 -Democrat,109,813,0.13407134071340712,33.1706954,-99.205796 -Republican,700,813,0.8610086100861009,33.1706954,-99.205796 -Other,4,813,0.004920049200492005,33.1706954,-99.205796 -Democrat,2648,8854,0.29907386491981025,33.214599,-94.9667825 -Republican,6084,8854,0.6871470521798058,33.214599,-94.9667825 -Other,122,8854,0.013779082900384007,33.214599,-94.9667825 -Democrat,232788,387057,0.6014307970143933,30.2395128,-97.6912697 -Republican,140152,387057,0.36209653875269016,30.2395128,-97.6912697 -Other,14117,387057,0.0364726642329166,30.2395128,-97.6912697 -Democrat,1614,6235,0.2588612670408982,31.096675,-95.1516869 -Republican,4537,6235,0.7276663993584603,31.096675,-95.1516869 -Other,84,6235,0.01347233360064154,31.096675,-95.1516869 -Democrat,1668,7654,0.21792526783381239,30.7692953,-94.3756561 -Republican,5910,7654,0.7721452835118892,30.7692953,-94.3756561 -Other,76,7654,0.009929448654298406,30.7692953,-94.3756561 -Democrat,2971,15138,0.19626106486986392,32.7353495,-94.9411837 -Republican,12015,15138,0.7936979785969085,32.7353495,-94.9411837 -Other,152,15138,0.01004095653322764,32.7353495,-94.9411837 -Democrat,333,1300,0.2561538461538462,31.3538163,-102.0415461 -Republican,953,1300,0.7330769230769231,31.3538163,-102.0415461 -Other,14,1300,0.010769230769230769,31.3538163,-102.0415461 -Democrat,3825,8435,0.45346769413159455,29.3503081,-99.768427 -Republican,4529,8435,0.5369294605809128,29.3503081,-99.768427 -Other,81,8435,0.009602845287492591,29.3503081,-99.768427 -Democrat,8802,28853,0.3050635982393512,28.7963699,-96.9711977 -Republican,19692,28853,0.6824940214189166,28.7963699,-96.9711977 -Other,359,28853,0.012442380341732229,28.7963699,-96.9711977 -Democrat,6252,18685,0.3345999464811346,30.7431631,-95.5698246 -Republican,12140,18685,0.6497190259566498,30.7431631,-95.5698246 -Other,293,18685,0.01568102756221568,30.7431631,-95.5698246 -Democrat,6514,15902,0.4096340083008427,30.0135901,-95.9821493 -Republican,9244,15902,0.5813105269777387,30.0135901,-95.9821493 -Other,144,15902,0.00905546472141869,30.0135901,-95.9821493 -Democrat,841,3245,0.25916795069337445,31.5130687,-103.1051127 -Republican,2366,3245,0.7291217257318953,31.5130687,-103.1051127 -Other,38,3245,0.011710323574730355,31.5130687,-103.1051127 -Democrat,3381,14397,0.23484059178995625,30.2150752,-96.4102717 -Republican,10857,14397,0.754115440716816,30.2150752,-96.4102717 -Other,159,14397,0.011043967493227756,30.2150752,-96.4102717 -Democrat,37597,49110,0.7655670942781511,27.7607987,-99.3407518 -Republican,11078,49110,0.22557523925880676,27.7607987,-99.3407518 -Other,435,49110,0.00885766646304215,27.7607987,-99.3407518 -Democrat,4235,14087,0.3006317881734933,29.2784805,-96.2296745 -Republican,9750,14087,0.6921274934336622,29.2784805,-96.2296745 -Other,102,14087,0.007240718392844466,29.2784805,-96.2296745 -Democrat,232,2128,0.10902255639097744,35.3925926,-100.2531067 -Republican,1878,2128,0.8825187969924813,35.3925926,-100.2531067 -Other,18,2128,0.008458646616541353,35.3925926,-100.2531067 -Democrat,10525,41018,0.25659466575649714,33.9882125,-98.7080098 -Republican,29812,41018,0.7268028670339851,33.9882125,-98.7080098 -Other,681,41018,0.016602467209517774,33.9882125,-98.7080098 -Democrat,971,3980,0.24396984924623116,34.0849199,-99.2424397 -Republican,2956,3980,0.742713567839196,34.0849199,-99.2424397 -Other,53,3980,0.013316582914572864,34.0849199,-99.2424397 -Democrat,3600,5064,0.7109004739336493,26.4818607,-97.5947313 -Republican,1416,5064,0.2796208530805687,26.4818607,-97.5947313 -Other,48,5064,0.009478672985781991,26.4818607,-97.5947313 -Democrat,61875,163271,0.3789711583808515,30.6490817,-97.6050646 -Republican,97006,163271,0.5941410293316021,30.6490817,-97.6050646 -Other,4390,163271,0.026887812287546473,30.6490817,-97.6050646 -Democrat,4821,17205,0.28020924149956405,29.173883,-98.0867336 -Republican,12218,17205,0.7101424004649811,29.173883,-98.0867336 -Other,166,17205,0.00964835803545481,29.173883,-98.0867336 -Democrat,398,1725,0.23072463768115942,31.8328615,-103.0549246 -Republican,1311,1725,0.76,31.8328615,-103.0549246 -Other,16,1725,0.00927536231884058,31.8328615,-103.0549246 -Democrat,3221,20745,0.15526632923596048,33.2190947,-97.6539968 -Republican,17207,20745,0.8294528802120993,33.2190947,-97.6539968 -Other,317,20745,0.015280790551940227,33.2190947,-97.6539968 -Democrat,3056,17581,0.173824014561174,32.7835881,-95.3821664 -Republican,14351,17581,0.8162789374893351,32.7835881,-95.3821664 -Other,174,17581,0.009897047949490928,32.7835881,-95.3821664 -Democrat,409,2128,0.19219924812030076,33.1623979,-102.8322422 -Republican,1698,2128,0.7979323308270677,33.1623979,-102.8322422 -Other,21,2128,0.009868421052631578,33.1623979,-102.8322422 -Democrat,992,7316,0.13559322033898305,33.1587778,-98.6783895 -Republican,6225,7316,0.8508747949699289,33.1587778,-98.6783895 -Other,99,7316,0.013531984691088026,33.1587778,-98.6783895 -Democrat,2527,3543,0.7132373694609089,26.9969806,-99.1826027 -Republican,997,3543,0.2813999435506633,26.9969806,-99.1826027 -Other,19,3543,0.005362686988427886,26.9969806,-99.1826027 -Democrat,3042,3653,0.8327402135231317,28.8646523,-99.7598304 -Republican,574,3653,0.15713112510265534,28.8646523,-99.7598304 -Other,37,3653,0.010128661374212975,28.8646523,-99.7598304 -Democrat,346,2560,0.13515625,38.357535,-113.2389481 -Republican,2174,2560,0.84921875,38.357535,-113.2389481 -Other,40,2560,0.015625,38.357535,-113.2389481 -Democrat,6244,42293,0.1476367247535053,41.7341174,-111.7453987 -Republican,35039,42293,0.8284822547466484,41.7341174,-111.7453987 -Other,1010,42293,0.02388102049984631,41.7341174,-111.7453987 -Democrat,2275,7567,0.30064754856614245,39.673284,-110.5884845 -Republican,5090,7567,0.6726575921765561,39.673284,-110.5884845 -Other,202,7567,0.026694859257301442,39.673284,-110.5884845 -Democrat,94,520,0.18076923076923077,40.890099,-109.5057855 -Republican,406,520,0.7807692307692308,40.890099,-109.5057855 -Other,20,520,0.038461538461538464,40.890099,-109.5057855 -Democrat,21889,121069,0.18079772691605614,41.0375594,-112.2019434 -Republican,96861,121069,0.8000479065656774,41.0375594,-112.2019434 -Other,2319,121069,0.019154366518266443,41.0375594,-112.2019434 -Democrat,581,6379,0.09108010659978052,40.2893927,-110.4295838 -Republican,5698,6379,0.8932434550870042,40.2893927,-110.4295838 -Other,100,6379,0.015676438313215236,40.2893927,-110.4295838 -Democrat,569,4449,0.12789390874353787,39.0090246,-110.7210999 -Republican,3777,4449,0.8489548213081591,39.0090246,-110.7210999 -Other,103,4449,0.02315126994830299,39.0090246,-110.7210999 -Democrat,308,2182,0.14115490375802017,37.8316645,-111.4509076 -Republican,1832,2182,0.8395967002749771,37.8316645,-111.4509076 -Other,42,2182,0.01924839596700275,37.8316645,-111.4509076 -Democrat,1727,3950,0.43721518987341773,38.9743261,-109.5734502 -Republican,1996,3950,0.5053164556962025,38.9743261,-109.5734502 -Other,227,3950,0.057468354430379745,38.9743261,-109.5734502 -Democrat,2148,16701,0.12861505299083886,37.9093044,-113.3067405 -Republican,14200,16701,0.8502484881144842,37.9093044,-113.3067405 -Other,353,16701,0.021136458894676965,37.9093044,-113.3067405 -Democrat,451,3972,0.11354481369587109,39.71412,-112.790471 -Republican,3448,3972,0.8680765357502518,39.71412,-112.790471 -Other,73,3972,0.01837865055387714,39.71412,-112.790471 -Democrat,744,3371,0.22070602195194305,37.2750892,-111.815329 -Republican,2522,3371,0.7481459507564521,37.2750892,-111.815329 -Other,105,3371,0.031148027291604864,37.2750892,-111.815329 -Democrat,431,5026,0.08575407879029048,38.9567436,-113.133092 -Republican,4478,5026,0.8909669717469161,38.9567436,-113.133092 -Other,117,5026,0.023278949462793474,38.9567436,-113.133092 -Democrat,403,4597,0.08766586904502936,41.0910273,-111.5778846 -Republican,4114,4597,0.8949314770502501,41.0910273,-111.5778846 -Other,80,4597,0.01740265390472047,41.0910273,-111.5778846 -Democrat,74,782,0.09462915601023018,38.3358805,-112.1293755 -Republican,697,782,0.8913043478260869,38.3358805,-112.1293755 -Other,11,782,0.014066496163682864,38.3358805,-112.1293755 -Democrat,83,1007,0.08242303872889771,41.6275976,-111.2402269 -Republican,915,1007,0.9086395233366436,41.6275976,-111.2402269 -Other,9,1007,0.00893743793445879,41.6275976,-111.2402269 -Democrat,980,9547,0.10265004713522573,39.3825309,-111.5728826 -Republican,8406,9547,0.8804860165497015,39.3825309,-111.5728826 -Other,161,9547,0.016863936315072797,39.3825309,-111.5728826 -Democrat,738,8069,0.09146114760193333,38.7468245,-111.8119299 -Republican,7207,8069,0.8931713967034329,38.7468245,-111.8119299 -Other,124,8069,0.015367455694633783,38.7468245,-111.8119299 -Democrat,8072,17488,0.4615736505032022,40.8720603,-110.9684862 -Republican,8884,17488,0.5080054894784996,40.8720603,-110.9684862 -Other,532,17488,0.030420860018298263,40.8720603,-110.9684862 -Democrat,4524,19261,0.23487877057265977,40.4677525,-113.1239786 -Republican,14268,19261,0.7407715071906962,40.4677525,-113.1239786 -Other,469,19261,0.024349722236643997,40.4677525,-113.1239786 -Democrat,997,11583,0.08607441940775275,40.1258872,-109.5177482 -Republican,10421,11583,0.899680566347233,40.1258872,-109.5177482 -Other,165,11583,0.014245014245014245,40.1258872,-109.5177482 -Democrat,17281,177713,0.09724105721022097,40.1204248,-111.6685082 -Republican,156950,177713,0.8831655534485379,40.1204248,-111.6685082 -Other,3482,177713,0.019593389341241215,40.1204248,-111.6685082 -Democrat,2191,9589,0.22849097924705392,40.3348838,-111.1615683 -Republican,7220,9589,0.7529460840546459,40.3348838,-111.1615683 -Other,178,9589,0.018562936698300135,40.3348838,-111.1615683 -Democrat,8337,54012,0.15435458786936238,37.2625308,-113.4878003 -Republican,44698,54012,0.8275568392209138,37.2625308,-113.4878003 -Other,977,54012,0.018088572909723766,37.2625308,-113.4878003 -Democrat,215,1327,0.16201959306706856,38.2598402,-110.990877 -Republican,1089,1327,0.8206480783722683,38.2598402,-110.990877 -Other,23,1327,0.01733232856066315,38.2598402,-110.990877 -Democrat,19841,75912,0.26136842659922016,41.2703252,-111.876883 -Republican,54224,75912,0.7143007693118347,41.2703252,-111.876883 -Other,1847,75912,0.024330804088945095,41.2703252,-111.876883 -Democrat,12257,17910,0.6843662758235622,44.0312479,-73.1415807 -Republican,5203,17910,0.29050809603573424,44.0312479,-73.1415807 -Other,450,17910,0.02512562814070352,44.0312479,-73.1415807 -Democrat,11514,17593,0.6544648439720343,43.0353254,-73.1114603 -Republican,5687,17593,0.3232535667595066,43.0353254,-73.1114603 -Other,392,17593,0.022281589268459048,43.0353254,-73.1114603 -Democrat,8192,13661,0.5996632750164702,44.4687907,-72.1121676 -Republican,5088,13661,0.3724471122172608,44.4687907,-72.1121676 -Other,381,13661,0.027889612766268942,44.4687907,-72.1121676 -Democrat,53626,77080,0.6957187337830825,44.4633289,-73.0694099 -Republican,21571,77080,0.27985210171250646,44.4633289,-73.0694099 -Other,1883,77080,0.024429164504411002,44.4633289,-73.0694099 -Democrat,1539,2798,0.550035739814153,44.7240209,-71.7327362 -Republican,1164,2798,0.41601143674052893,44.7240209,-71.7327362 -Other,95,2798,0.03395282344531808,44.7240209,-71.7327362 -Democrat,12057,19888,0.606244971842317,44.8589643,-72.9094023 -Republican,7405,19888,0.3723350764279968,44.8589643,-72.9094023 -Other,426,19888,0.02141995172968624,44.8589643,-72.9094023 -Democrat,8371,11988,0.6982816149482817,44.6037037,-72.6389224 -Republican,3342,11988,0.27877877877877877,44.6037037,-72.6389224 -Other,275,11988,0.022939606272939606,44.6037037,-72.6389224 -Democrat,9076,14053,0.6458407457482388,44.0033924,-72.3696871 -Republican,4588,14053,0.3264783320287483,44.0033924,-72.3696871 -Other,389,14053,0.02768092222301288,44.0033924,-72.3696871 -Democrat,7117,11692,0.6087068080738967,44.8284417,-72.25163 -Republican,4306,11692,0.36828600752651386,44.8284417,-72.25163 -Other,269,11692,0.023007184399589462,44.8284417,-72.25163 -Democrat,17088,28609,0.5972945576566815,43.5808577,-73.0382023 -Republican,10835,28609,0.3787269740291517,43.5808577,-73.0382023 -Other,686,28609,0.02397846831416687,43.5808577,-73.0382023 -Democrat,20351,29307,0.6944074794417716,44.2749884,-72.6095138 -Republican,8093,29307,0.2761456307366841,44.2749884,-72.6095138 -Other,863,29307,0.02944688982154434,44.2749884,-72.6095138 -Democrat,16026,21937,0.7305465651638784,42.9953348,-72.721955 -Republican,5347,21937,0.24374344714409446,42.9953348,-72.721955 -Other,564,21937,0.02570998769202717,42.9953348,-72.721955 -Democrat,19494,28699,0.6792571169727168,43.5726846,-72.5988211 -Republican,8598,28699,0.29959232028990557,43.5726846,-72.5988211 -Other,607,28699,0.021150562737377608,43.5726846,-72.5988211 -Democrat,7655,16051,0.4769173260233007,37.7659435,-75.7578073 -Republican,8213,16051,0.5116815151703944,37.7659435,-75.7578073 -Other,183,16051,0.011401158806304903,37.7659435,-75.7578073 -Democrat,29757,53907,0.5520062329567589,38.0241841,-78.5535056 -Republican,23297,53907,0.4321702190810099,38.0241841,-78.5535056 -Other,853,53907,0.01582354796223125,38.0241841,-78.5535056 -Democrat,3403,7173,0.47441795622473165,37.7879048,-80.008669 -Republican,3595,7173,0.5011849993029416,37.7879048,-80.008669 -Other,175,7173,0.02439704447232678,37.7879048,-80.008669 -Democrat,2490,6915,0.3600867678958785,37.3319271,-77.9774619 -Republican,4331,6915,0.6263195950831526,37.3319271,-77.9774619 -Other,94,6915,0.013593637020968908,37.3319271,-77.9774619 -Democrat,5900,14970,0.39412157648630597,37.6293036,-79.1546672 -Republican,8876,14970,0.5929191716766867,37.6293036,-79.1546672 -Other,194,14970,0.012959251837007349,37.6293036,-79.1546672 -Democrat,2453,7935,0.30913673597983615,37.3707253,-78.8109404 -Republican,5340,7935,0.6729678638941399,37.3707253,-78.8109404 -Other,142,7935,0.017895400126023944,37.3707253,-78.8109404 -Democrat,81269,117608,0.6910159172845385,38.8783374,-77.1007034 -Republican,34474,117608,0.2931263179375553,38.8783374,-77.1007034 -Other,1865,117608,0.015857764777906264,38.8783374,-77.1007034 -Democrat,9451,33672,0.2806783083867902,38.1719106,-79.1475571 -Republican,23624,33672,0.701591827037301,38.1719106,-79.1475571 -Other,597,33672,0.017729864575908767,38.1719106,-79.1475571 -Democrat,894,2223,0.40215924426450744,38.0683679,-79.7312032 -Republican,1274,2223,0.5730994152046783,38.0683679,-79.7312032 -Other,55,2223,0.024741340530814216,38.0683679,-79.7312032 -Democrat,10209,37425,0.2727855711422846,37.3122568,-79.5272234 -Republican,26679,37425,0.7128657314629259,37.3122568,-79.5272234 -Other,537,37425,0.014348697394789578,37.3122568,-79.5272234 -Democrat,1225,2805,0.43672014260249553,37.3122568,-79.5272234 -Republican,1527,2805,0.544385026737968,37.3122568,-79.5272234 -Other,53,2805,0.01889483065953654,37.3122568,-79.5272234 -Democrat,735,2948,0.24932157394843962,37.1306124,-81.1258532 -Republican,2144,2948,0.7272727272727273,37.1306124,-81.1258532 -Other,69,2948,0.023405698778833108,37.1306124,-81.1258532 -Democrat,5452,18241,0.2988871224165342,37.5654822,-79.7975457 -Republican,12479,18241,0.6841181952743819,37.5654822,-79.7975457 -Other,310,18241,0.016994682309083933,37.5654822,-79.7975457 -Democrat,4994,8037,0.6213761353738957,36.7642043,-77.8614832 -Republican,2968,8037,0.36929202438720915,36.7642043,-77.8614832 -Other,75,8037,0.00933184023889511,36.7642043,-77.8614832 -Democrat,3094,9646,0.32075471698113206,37.2681198,-82.0381508 -Republican,6436,9646,0.6672195728799503,37.2681198,-82.0381508 -Other,116,9646,0.012025710138917687,37.2681198,-82.0381508 -Democrat,3750,7457,0.5028831969961111,37.573928,-78.5291687 -Republican,3569,7457,0.47861070135443207,37.573928,-78.5291687 -Other,138,7457,0.018506101649456885,37.573928,-78.5291687 -Democrat,7595,25696,0.29557129514321295,37.2101515,-79.0954282 -Republican,17695,25696,0.6886285803237858,37.2101515,-79.0954282 -Other,406,25696,0.015800124533001246,37.2101515,-79.0954282 -Democrat,7276,13652,0.53296220334017,38.0303193,-77.3523482 -Republican,6151,13652,0.4505566949897451,38.0303193,-77.3523482 -Other,225,13652,0.016481101670084968,38.0303193,-77.3523482 -Democrat,3685,12918,0.2852608762966403,36.7319632,-80.7278307 -Republican,8736,12918,0.6762656758012077,36.7319632,-80.7278307 -Other,497,12918,0.038473447902152035,36.7319632,-80.7278307 -Democrat,2503,5898,0.42438114615123773,37.0090421,-78.6585682 -Republican,3311,5898,0.5613767378772465,37.0090421,-78.6585682 -Other,84,5898,0.014242115971515769,37.0090421,-78.6585682 -Democrat,77694,170988,0.45438276370271596,37.3784338,-77.5858474 -Republican,90934,170988,0.5318150981355417,37.3784338,-77.5858474 -Other,2360,170988,0.013802138161742344,37.3784338,-77.5858474 -Democrat,3239,7762,0.4172893584127802,39.1153068,-77.9907479 -Republican,4296,7762,0.5534656016490596,39.1153068,-77.9907479 -Other,227,7762,0.02924503993816027,39.1153068,-77.9907479 -Democrat,830,2667,0.31121109861267343,37.4736031,-80.2310507 -Republican,1757,2667,0.6587926509186351,37.4736031,-80.2310507 -Other,80,2667,0.029996250468691414,37.4736031,-80.2310507 -Democrat,8285,20211,0.40992528820939095,38.4859303,-77.9564758 -Republican,11580,20211,0.5729553213596557,38.4859303,-77.9564758 -Other,346,20211,0.01711939043095344,38.4859303,-77.9564758 -Democrat,2422,5048,0.47979397781299526,37.5201891,-78.2528364 -Republican,2538,5048,0.5027733755942948,37.5201891,-78.2528364 -Other,88,5048,0.017432646592709985,37.5201891,-78.2528364 -Democrat,2473,6904,0.3581981460023175,37.1367011,-82.3492199 -Republican,4274,6904,0.6190614136732329,37.1367011,-82.3492199 -Other,157,6904,0.022740440324449593,37.1367011,-82.3492199 -Democrat,6550,13589,0.4820075060710869,37.0734984,-77.6354922 -Republican,6875,13589,0.5059239090440798,37.0734984,-77.6354922 -Other,164,13589,0.012068584884833321,37.0734984,-77.6354922 -Democrat,3016,5675,0.5314537444933921,37.9394802,-76.9418713 -Republican,2602,5675,0.4585022026431718,37.9394802,-76.9418713 -Other,57,5675,0.010044052863436124,37.9394802,-76.9418713 -Democrat,315273,529287,0.5956560429407863,38.8295203,-77.2732524 -Democrat,315273,529287,0.5956560429407863,38.8531833,-77.2990252 -Republican,206773,529287,0.3906632885372208,38.8295203,-77.2732524 -Republican,206773,529287,0.3906632885372208,38.8531833,-77.2990252 -Other,7241,529287,0.013680668521992794,38.8295203,-77.2732524 -Other,7241,529287,0.013680668521992794,38.8531833,-77.2990252 -Democrat,6651,11629,0.5719322383695933,38.8295203,-77.2732524 -Democrat,6651,11629,0.5719322383695933,38.8531833,-77.2990252 -Republican,4775,11629,0.41061140252816236,38.8295203,-77.2732524 -Republican,4775,11629,0.41061140252816236,38.8531833,-77.2990252 -Other,203,11629,0.017456359102244388,38.8295203,-77.2732524 -Other,203,11629,0.017456359102244388,38.8531833,-77.2990252 -Democrat,13965,35555,0.39277176205878217,38.7440956,-77.8215005 -Republican,21034,35555,0.5915904936014625,38.7440956,-77.8215005 -Other,556,35555,0.01563774433975531,38.7440956,-77.8215005 -Democrat,2732,7644,0.3574045002616431,36.9314331,-80.3502662 -Republican,4673,7644,0.6113291470434328,36.9314331,-80.3502662 -Other,239,7644,0.03126635269492412,36.9314331,-80.3502662 -Democrat,5893,12749,0.4622323319476037,37.830584,-78.2834938 -Republican,6678,12749,0.5238057886893089,37.830584,-78.2834938 -Other,178,12749,0.013961879363087302,37.830584,-78.2834938 -Democrat,9090,26707,0.34036020518965066,36.6840142,-76.9413956 -Democrat,9090,26707,0.34036020518965066,36.9911862,-79.8827149 -Republican,16718,26707,0.6259782079604598,36.6840142,-76.9413956 -Republican,16718,26707,0.6259782079604598,36.9911862,-79.8827149 -Other,899,26707,0.03366158684988954,36.6840142,-76.9413956 -Other,899,26707,0.03366158684988954,36.9911862,-79.8827149 -Democrat,2833,4360,0.6497706422018349,36.6840142,-76.9413956 -Democrat,2833,4360,0.6497706422018349,36.9911862,-79.8827149 -Republican,1496,4360,0.3431192660550459,36.6840142,-76.9413956 -Republican,1496,4360,0.3431192660550459,36.9911862,-79.8827149 -Other,31,4360,0.0071100917431192664,36.6840142,-76.9413956 -Other,31,4360,0.0071100917431192664,36.9911862,-79.8827149 -Democrat,12690,36394,0.3486838489860966,39.2036601,-78.2638291 -Republican,22858,36394,0.628070561081497,39.2036601,-78.2638291 -Other,846,36394,0.02324558993240644,39.2036601,-78.2638291 -Democrat,2730,7558,0.3612066684308018,37.3180719,-80.698321 -Republican,4660,7558,0.6165652288965334,37.3180719,-80.698321 -Other,168,7558,0.022228102672664726,37.3180719,-80.698321 -Democrat,6764,19283,0.35077529430067933,37.4035413,-76.5235051 -Republican,12137,19283,0.6294145101903231,37.4035413,-76.5235051 -Other,382,19283,0.019810195508997562,37.4035413,-76.5235051 -Democrat,4676,13315,0.3511828764551258,37.7188141,-77.9176263 -Republican,8448,13315,0.6344723995493804,37.7188141,-77.9176263 -Other,191,13315,0.014344723995493804,37.7188141,-77.9176263 -Democrat,2068,7121,0.29040865047043957,36.6522288,-81.215324 -Republican,4801,7121,0.6742030613677854,36.6522288,-81.215324 -Other,252,7121,0.035388288161775035,36.6522288,-81.215324 -Democrat,3290,9023,0.3646237393328161,38.2979805,-78.4701629 -Republican,5569,9023,0.6172004876426909,38.2979805,-78.4701629 -Other,164,9023,0.018175773024492962,38.2979805,-78.4701629 -Democrat,3135,4926,0.6364190012180267,36.6803363,-77.5602774 -Republican,1766,4926,0.35850588712951686,36.6803363,-77.5602774 -Other,25,4926,0.005075111652456354,36.6803363,-77.5602774 -Democrat,7766,16692,0.46525281572010546,36.766461,-78.9396142 -Republican,8694,16692,0.5208483105679368,36.766461,-78.9396142 -Other,232,16692,0.013898873711957823,36.766461,-78.9396142 -Democrat,18294,59058,0.3097632835517627,37.7602149,-77.4913168 -Republican,39940,59058,0.6762843306579972,37.7602149,-77.4913168 -Other,824,59058,0.013952385790240104,37.7602149,-77.4913168 -Democrat,89594,162241,0.5522278585560987,37.6312689,-77.6519216 -Republican,70449,162241,0.43422439457350487,37.6312689,-77.6519216 -Other,2198,162241,0.01354774687039651,37.6312689,-77.6519216 -Democrat,10317,24963,0.41329167167407765,36.7814785,-79.7592313 -Republican,13984,24963,0.5601890798381605,36.7814785,-79.7592313 -Other,662,24963,0.02651924848776189,36.7814785,-79.7592313 -Democrat,459,1413,0.3248407643312102,38.3662431,-79.5644718 -Republican,924,1413,0.6539278131634819,38.3662431,-79.5644718 -Other,30,1413,0.021231422505307854,38.3662431,-79.5644718 -Democrat,3149,6961,0.4523775319637983,37.7048433,-76.4126628 -Republican,3753,6961,0.5391466743284011,37.7048433,-76.4126628 -Other,59,6961,0.008475793707800603,37.7048433,-76.4126628 -Democrat,2583,9598,0.2691185663679933,36.7017206,-83.1301117 -Republican,6847,9598,0.7133777870389665,36.7017206,-83.1301117 -Other,168,9598,0.017503646593040215,36.7017206,-83.1301117 -Democrat,82479,160060,0.5153005123078845,39.0812,-77.6388976 -Republican,75292,160060,0.4703986005248032,39.0812,-77.6388976 -Other,2289,160060,0.014300887167312258,39.0812,-77.6388976 -Democrat,6953,16452,0.42262338925358617,37.9727041,-77.959795 -Republican,9215,16452,0.5601142718210552,37.9727041,-77.959795 -Other,284,16452,0.017262338925358618,37.9727041,-77.959795 -Democrat,2684,5734,0.46808510638297873,36.9455547,-78.2405281 -Republican,2969,5734,0.5177886292291594,36.9455547,-78.2405281 -Other,81,5734,0.014126264387861876,36.9455547,-78.2405281 -Democrat,2639,6614,0.3990021167221046,38.4120586,-78.2769614 -Republican,3869,6614,0.5849712730571515,38.4120586,-78.2769614 -Other,106,6614,0.016026610220743878,38.4120586,-78.2769614 -Democrat,1807,5374,0.3362486043915147,37.4253479,-76.2688078 -Republican,3488,5374,0.6490509862299962,37.4253479,-76.2688078 -Other,79,5374,0.01470040937848902,37.4253479,-76.2688078 -Democrat,6921,15077,0.45904357630828413,36.6872563,-78.3689592 -Republican,7973,15077,0.528818730516681,36.6872563,-78.3689592 -Other,183,15077,0.012137693175034821,36.6872563,-78.3689592 -Democrat,2370,6080,0.38980263157894735,37.6069753,-76.5280819 -Republican,3619,6080,0.5952302631578947,37.6069753,-76.5280819 -Other,91,6080,0.014967105263157894,37.6069753,-76.5280819 -Democrat,19903,41009,0.4853324879904411,37.1755344,-80.3877913 -Republican,20006,41009,0.4878441317759516,37.1755344,-80.3877913 -Other,1100,41009,0.026823380233607256,37.1755344,-80.3877913 -Democrat,4171,8250,0.5055757575757576,37.7890795,-78.8834397 -Republican,3947,8250,0.4784242424242424,37.7890795,-78.8834397 -Other,132,8250,0.016,37.7890795,-78.8834397 -Democrat,3741,6491,0.5763364658758281,37.3027754,-75.9240177 -Republican,2676,6491,0.41226313356955785,37.3027754,-75.9240177 -Other,74,6491,0.011400400554614082,37.3027754,-75.9240177 -Democrat,3191,7558,0.42220164064567345,37.8569736,-76.3796872 -Republican,4310,7558,0.5702566816618153,37.8569736,-76.3796872 -Other,57,7558,0.007541677692511246,37.8569736,-76.3796872 -Democrat,3344,6846,0.48846041484078295,37.1411668,-78.0538655 -Republican,3409,6846,0.49795501022494887,37.1411668,-78.0538655 -Other,93,6846,0.013584574934268186,37.1411668,-78.0538655 -Democrat,6870,16354,0.42008071419836124,38.250193,-78.0096224 -Republican,9244,16354,0.5652439770086829,38.250193,-78.0096224 -Other,240,16354,0.014675308792955852,38.250193,-78.0096224 -Democrat,3724,10228,0.3640985529917872,38.6232085,-78.4918718 -Republican,6344,10228,0.6202581149784904,38.6232085,-78.4918718 -Other,160,10228,0.01564333202972233,38.6232085,-78.4918718 -Democrat,2417,8259,0.29265044194212375,36.6671385,-80.286413 -Republican,5622,8259,0.6807119505993462,36.6671385,-80.286413 -Other,220,8259,0.02663760745853009,36.6671385,-80.286413 -Democrat,10858,30681,0.35389980769857565,36.8217206,-79.3985019 -Republican,19263,30681,0.6278478537205436,36.8217206,-79.3985019 -Other,560,30681,0.018252338580880677,36.8217206,-79.3985019 -Democrat,4088,15525,0.26331723027375203,37.5494041,-77.9128553 -Republican,11200,15525,0.7214170692431562,37.5494041,-77.9128553 -Other,237,15525,0.015265700483091787,37.5494041,-77.9128553 -Democrat,5292,14680,0.36049046321525885,37.0633853,-80.7134439 -Republican,8920,14680,0.6076294277929155,37.0633853,-80.7134439 -Other,468,14680,0.03188010899182561,37.0633853,-80.7134439 -Democrat,1980,4357,0.4544411292173514,38.6845215,-78.1688241 -Republican,2311,4357,0.5304108331420703,38.6845215,-78.1688241 -Other,66,4357,0.01514803764057838,38.6845215,-78.1688241 -Democrat,1574,3770,0.41750663129973475,37.531399,-77.4760085 -Democrat,1574,3770,0.41750663129973475,37.9428936,-76.7305609 -Republican,2160,3770,0.5729442970822282,37.531399,-77.4760085 -Republican,2160,3770,0.5729442970822282,37.9428936,-76.7305609 -Other,36,3770,0.009549071618037135,37.531399,-77.4760085 -Other,36,3770,0.009549071618037135,37.9428936,-76.7305609 -Democrat,75921,97569,0.7781262491160102,37.531399,-77.4760085 -Democrat,75921,97569,0.7781262491160102,37.9428936,-76.7305609 -Republican,20050,97569,0.20549559798706557,37.531399,-77.4760085 -Republican,20050,97569,0.20549559798706557,37.9428936,-76.7305609 -Other,1598,97569,0.01637815289692423,37.531399,-77.4760085 -Other,1598,97569,0.01637815289692423,37.9428936,-76.7305609 -Democrat,18711,51217,0.3653279184645723,37.278458,-79.9581739 -Democrat,18711,51217,0.3653279184645723,37.3435877,-79.9439958 -Republican,31624,51217,0.617451236894,37.278458,-79.9581739 -Republican,31624,51217,0.617451236894,37.3435877,-79.9439958 -Other,882,51217,0.01722084464142765,37.278458,-79.9581739 -Other,882,51217,0.01722084464142765,37.3435877,-79.9439958 -Democrat,24134,40155,0.6010210434566057,37.278458,-79.9581739 -Democrat,24134,40155,0.6010210434566057,37.3435877,-79.9439958 -Republican,14991,40155,0.373328352633545,37.278458,-79.9581739 -Republican,14991,40155,0.373328352633545,37.3435877,-79.9439958 -Other,1030,40155,0.025650603909849332,37.278458,-79.9581739 -Other,1030,40155,0.025650603909849332,37.3435877,-79.9439958 -Democrat,4088,10177,0.4016900854868822,37.8145174,-79.4477537 -Republican,5898,10177,0.5795421047459959,37.8145174,-79.4477537 -Other,191,10177,0.018767809767121942,37.8145174,-79.4477537 -Democrat,10065,34866,0.28867664773705043,38.5075848,-78.8853213 -Republican,24186,34866,0.6936843916709688,38.5075848,-78.8853213 -Other,615,34866,0.017638960591980727,38.5075848,-78.8853213 -Democrat,3718,12088,0.307577763070814,36.9334198,-82.0959342 -Republican,8180,12088,0.6767041694242224,36.9334198,-82.0959342 -Other,190,12088,0.0157180675049636,36.9334198,-82.0959342 -Democrat,2395,9992,0.23969175340272217,36.7127756,-82.6136238 -Republican,7439,9992,0.7444955964771818,36.7127756,-82.6136238 -Other,158,9992,0.015812650120096076,36.7127756,-82.6136238 -Democrat,6469,19373,0.33391833995767306,38.856204,-78.5739867 -Republican,12538,19373,0.6471893872915914,38.856204,-78.5739867 -Other,366,19373,0.01889227275073556,38.856204,-78.5739867 -Democrat,4171,12777,0.3264459575800266,36.8423183,-81.5397861 -Republican,8379,12777,0.6557877436017845,36.8423183,-81.5397861 -Other,227,12777,0.017766298818188933,36.8423183,-81.5397861 -Democrat,4437,9264,0.4789507772020725,36.7200678,-77.1038135 -Republican,4733,9264,0.5109024179620034,36.7200678,-77.1038135 -Other,94,9264,0.010146804835924008,36.7200678,-77.1038135 -Democrat,25165,57974,0.4340738951943975,38.1824314,-77.6572264 -Republican,31844,57974,0.5492807120433297,38.1824314,-77.6572264 -Other,965,57974,0.016645392762272743,38.1824314,-77.6572264 -Democrat,27182,60583,0.4486737203505934,38.4132608,-77.4513342 -Republican,32480,60583,0.5361239951801661,38.4132608,-77.4513342 -Other,921,60583,0.015202284469240546,38.4132608,-77.4513342 -Democrat,2576,4308,0.5979572887650882,37.1197611,-76.8801717 -Republican,1671,4308,0.387883008356546,37.1197611,-76.8801717 -Other,61,4308,0.014159702878365831,37.1197611,-76.8801717 -Democrat,3358,5440,0.6172794117647059,36.9266454,-77.2597319 -Republican,2021,5440,0.3715073529411765,36.9266454,-77.2597319 -Other,61,5440,0.011213235294117647,36.9266454,-77.2597319 -Democrat,3661,17732,0.20646289194676293,37.1253949,-81.5629237 -Republican,13843,17732,0.7806789984209339,37.1253949,-81.5629237 -Other,228,17732,0.012858109632303182,37.1253949,-81.5629237 -Democrat,6452,16698,0.3863935800694694,38.9082214,-78.207594 -Republican,9869,16698,0.5910288657324231,38.9082214,-78.207594 -Other,377,16698,0.022577554198107558,38.9082214,-78.207594 -Democrat,7076,25632,0.2760611735330836,36.7478138,-81.9503218 -Republican,18141,25632,0.7077481273408239,36.7478138,-81.9503218 -Other,415,25632,0.016190699126092386,36.7478138,-81.9503218 -Democrat,4295,8120,0.5289408866995073,38.109311,-76.8039326 -Republican,3731,8120,0.45948275862068966,38.109311,-76.8039326 -Other,94,8120,0.011576354679802956,38.109311,-76.8039326 -Democrat,3760,15018,0.25036622719403384,36.9745607,-82.6215601 -Republican,11076,15018,0.7375149820215741,36.9745607,-82.6215601 -Other,182,15018,0.012118790784392063,36.9745607,-82.6215601 -Democrat,3783,12358,0.30611749474024924,36.8998674,-81.0830007 -Republican,8324,12358,0.6735717753681826,36.8998674,-81.0830007 -Other,251,12358,0.020310729891568215,36.8998674,-81.0830007 -Democrat,13183,33953,0.3882720230907431,37.2190813,-76.5616481 -Republican,20204,33953,0.5950578741201072,37.2190813,-76.5616481 -Other,566,33953,0.016670102789149707,37.2190813,-76.5616481 -Democrat,52199,73411,0.7110514772990424,38.8192511,-77.0836695 -Republican,20249,73411,0.27583059759436596,38.8192511,-77.0836695 -Other,963,73411,0.013117925106591655,38.8192511,-77.0836695 -Democrat,2492,7387,0.3373493975903614,36.6169541,-82.1575641 -Republican,4780,7387,0.6470827128739678,36.6169541,-82.1575641 -Other,115,7387,0.015567889535670773,36.6169541,-82.1575641 -Democrat,16510,21797,0.7574436849107675,38.0376579,-78.4853806 -Republican,4844,21797,0.22223241730513374,38.0376579,-78.4853806 -Other,443,21797,0.02032389778409873,38.0376579,-78.4853806 -Democrat,55052,110425,0.49854652479058187,36.6793761,-76.3017884 -Republican,53900,110425,0.48811410459587956,36.6793761,-76.3017884 -Other,1473,110425,0.013339370613538602,36.6793761,-76.3017884 -Democrat,1319,2330,0.5660944206008584,37.7810603,-79.9854337 -Republican,975,2330,0.4184549356223176,37.7810603,-79.9854337 -Other,36,2330,0.015450643776824034,37.7810603,-79.9854337 -Democrat,12218,20204,0.6047317362898436,36.5833337,-79.4080707 -Republican,7763,20204,0.384230845377153,36.5833337,-79.4080707 -Other,223,20204,0.011037418333003366,36.5833337,-79.4080707 -Democrat,1793,2696,0.6650593471810089,36.696182,-77.5359753 -Republican,886,2696,0.32863501483679525,36.696182,-77.5359753 -Other,17,2696,0.006305637982195846,36.696182,-77.5359753 -Democrat,7131,11437,0.6235026667832474,38.2992718,-77.4866583 -Republican,4060,11437,0.3549881962052986,38.2992718,-77.4866583 -Other,246,11437,0.021509137011454054,38.2992718,-77.4866583 -Democrat,900,2277,0.3952569169960474,36.6656397,-80.9143083 -Republican,1332,2277,0.5849802371541502,36.6656397,-80.9143083 -Other,45,2277,0.019762845849802372,36.6656397,-80.9143083 -Democrat,46966,66490,0.7063618589261543,37.0479606,-76.2972931 -Republican,18640,66490,0.2803429087080764,37.0479606,-76.2972931 -Other,884,66490,0.013295232365769289,37.0479606,-76.2972931 -Democrat,8654,15593,0.5549926248957866,38.4362547,-78.8733028 -Republican,6565,15593,0.42102225357532225,38.4362547,-78.8733028 -Other,374,15593,0.02398512152889117,38.4362547,-78.8733028 -Democrat,5179,9031,0.5734691617761045,37.2910098,-77.2989443 -Republican,3739,9031,0.4140183811316576,37.2910098,-77.2989443 -Other,113,9031,0.012512457092237847,37.2910098,-77.2989443 -Democrat,1486,2687,0.5530331224413845,37.7823316,-79.4443196 -Republican,1146,2687,0.4264979531075549,37.7823316,-79.4443196 -Other,55,2687,0.020468924451060664,37.7823316,-79.4443196 -Democrat,15948,36448,0.4375548726953468,37.3990161,-79.1954582 -Republican,19806,36448,0.5434043020193152,37.3990161,-79.1954582 -Other,694,36448,0.019040825285338014,37.3990161,-79.1954582 -Democrat,8478,15200,0.5577631578947368,38.7468077,-77.4826328 -Republican,6463,15200,0.42519736842105266,38.7468077,-77.4826328 -Other,259,15200,0.017039473684210528,38.7468077,-77.4826328 -Democrat,3855,6284,0.6134627625716105,36.6835269,-79.8636475 -Republican,2312,6284,0.3679185232336092,36.6835269,-79.8636475 -Other,117,6284,0.018618714194780395,36.6835269,-79.8636475 -Democrat,62687,87043,0.7201842767367853,36.9230149,-76.2446413 -Republican,23147,87043,0.26592603655664443,36.9230149,-76.2446413 -Other,1209,87043,0.013889686706570316,36.9230149,-76.2446413 -Democrat,566,1492,0.37935656836461124,36.9315489,-82.625996 -Republican,895,1492,0.5998659517426274,36.9315489,-82.625996 -Other,31,1492,0.020777479892761394,36.9315489,-82.625996 -Democrat,14283,15908,0.8978501382951973,37.2047302,-77.3923681 -Republican,1527,15908,0.09598943927583606,37.2047302,-77.3923681 -Other,98,15908,0.006160422428966558,37.2047302,-77.3923681 -Democrat,1679,7106,0.2362792006754855,37.1283599,-76.3035337 -Republican,5312,7106,0.7475372924289333,37.1283599,-76.3035337 -Other,115,7106,0.0161835068955812,37.1283599,-76.3035337 -Democrat,32501,45922,0.7077435651757328,36.8593388,-76.3569725 -Republican,12858,45922,0.279996515831192,36.8593388,-76.3569725 -Other,563,45922,0.012259918993075214,36.8593388,-76.3569725 -Democrat,2732,5399,0.5060196332654195,37.1201194,-80.5591473 -Republican,2520,5399,0.46675310242637524,37.1201194,-80.5591473 -Other,147,5399,0.027227264308205223,37.1201194,-80.5591473 -Democrat,4760,12318,0.38642636791686963,37.2853329,-80.0552407 -Republican,7299,12318,0.5925474914758889,37.2853329,-80.0552407 -Other,259,12318,0.021026140607241436,37.2853329,-80.0552407 -Democrat,5728,11210,0.5109723461195361,38.1579778,-79.0618761 -Republican,5272,11210,0.47029438001784124,38.1579778,-79.0618761 -Other,210,11210,0.01873327386262266,38.1579778,-79.0618761 -Democrat,24267,42566,0.5701028990273928,36.6971573,-76.6347808 -Republican,17820,42566,0.418643988159564,36.6971573,-76.6347808 -Other,479,42566,0.011253112813043274,36.6971573,-76.6347808 -Democrat,3840,8791,0.43681037424638836,38.0671571,-78.9014197 -Republican,4790,8791,0.5448754407917188,38.0671571,-78.9014197 -Other,161,8791,0.018314184961892844,38.0671571,-78.9014197 -Democrat,4903,7748,0.6328084667010841,37.269481,-76.7081925 -Republican,2682,7748,0.34615384615384615,37.269481,-76.7081925 -Other,163,7748,0.021037687145069695,37.269481,-76.7081925 -Democrat,5094,10296,0.49475524475524474,39.1738688,-78.1763562 -Republican,4946,10296,0.48038073038073037,39.1738688,-78.1763562 -Other,256,10296,0.024864024864024864,39.1738688,-78.1763562 -Democrat,1540,4793,0.3213018986021281,47.0112378,-118.5128614 -Republican,3171,4793,0.6615898184852911,47.0112378,-118.5128614 -Other,82,4793,0.017108282912580847,47.0112378,-118.5128614 -Democrat,4003,9901,0.4043025956974043,46.1818612,-117.2277813 -Republican,5654,9901,0.5710534289465711,46.1818612,-117.2277813 -Other,244,9901,0.024643975356024642,46.1818612,-117.2277813 -Democrat,28145,79559,0.353762616423032,46.2281252,-119.5166594 -Republican,49461,79559,0.6216895637200065,46.2281252,-119.5166594 -Other,1953,79559,0.0245478198569615,46.2281252,-119.5166594 -Democrat,13112,32250,0.4065736434108527,47.8609739,-120.619041 -Republican,18402,32250,0.5706046511627907,47.8609739,-120.619041 -Other,736,32250,0.02282170542635659,47.8609739,-120.619041 -Democrat,18580,38066,0.4880996164556297,48.1109034,-123.8898599 -Republican,18437,38066,0.4843429832396364,48.1109034,-123.8898599 -Other,1049,38066,0.027557400304733883,48.1109034,-123.8898599 -Democrat,93382,190805,0.489410654857053,45.7717295,-122.4859533 -Republican,92951,190805,0.4871518041980032,45.7717295,-122.4859533 -Other,4472,190805,0.02343754094494379,45.7717295,-122.4859533 -Democrat,645,2259,0.2855245683930943,46.2928505,-117.9116345 -Republican,1568,2259,0.6941124391323594,46.2928505,-117.9116345 -Other,46,2259,0.02036299247454626,46.2928505,-117.9116345 -Democrat,22726,44620,0.509323173464814,46.1967854,-122.6784596 -Republican,20746,44620,0.46494845360824744,46.1967854,-122.6784596 -Other,1148,44620,0.02572837292693859,46.1967854,-122.6784596 -Democrat,5166,14942,0.3457368491500468,47.7417625,-119.6946219 -Republican,9425,14942,0.6307723196359256,47.7417625,-119.6946219 -Other,351,14942,0.023490831214027574,47.7417625,-119.6946219 -Democrat,1294,3440,0.37616279069767444,48.4732563,-118.5335894 -Republican,1995,3440,0.5799418604651163,48.4732563,-118.5335894 -Other,151,3440,0.0438953488372093,48.4732563,-118.5335894 -Democrat,8398,22643,0.37088724992271344,46.5345799,-118.9069436 -Republican,13748,22643,0.6071633617453518,46.5345799,-118.9069436 -Other,497,22643,0.021949388331934813,46.5345799,-118.9069436 -Democrat,336,1278,0.26291079812206575,46.4294779,-117.5367111 -Republican,913,1278,0.7143974960876369,46.4294779,-117.5367111 -Other,29,1278,0.02269170579029734,46.4294779,-117.5367111 -Democrat,8950,27558,0.32476957689237246,47.2136328,-119.467788 -Republican,17852,27558,0.647797372813702,47.2136328,-119.467788 -Other,756,27558,0.027433050293925537,47.2136328,-119.467788 -Democrat,21478,42099,0.510178389035369,48.1585538,-122.6706492 -Republican,19605,42099,0.4656880210931376,48.1585538,-122.6706492 -Other,1016,42099,0.024133589871493385,48.1585538,-122.6706492 -Democrat,12739,19829,0.6424428866811236,47.8057075,-123.5270572 -Republican,6405,19829,0.3230117504664885,47.8057075,-123.5270572 -Other,685,19829,0.03454536285238791,47.8057075,-123.5270572 -Democrat,668004,967154,0.6906904174516157,47.4905993,-121.833996 -Republican,275700,967154,0.2850631853872289,47.4905993,-121.833996 -Other,23450,967154,0.024246397161155307,47.4905993,-121.833996 -Democrat,67277,123367,0.5453403260191138,47.6395948,-122.6496339 -Republican,52846,123367,0.42836414924574645,47.6395948,-122.6496339 -Other,3244,123367,0.026295524735139866,47.6395948,-122.6496339 -Democrat,7949,18171,0.43745528589510757,47.1244411,-120.6767092 -Republican,9782,18171,0.5383303065323868,47.1244411,-120.6767092 -Other,440,18171,0.02421440757250564,47.1244411,-120.6767092 -Democrat,4598,10274,0.4475374732334047,45.8704463,-120.7793049 -Republican,5316,10274,0.5174226202063461,45.8704463,-120.7793049 -Other,360,10274,0.035039906560249176,45.8704463,-120.7793049 -Democrat,12664,34044,0.3719891904594055,46.5800714,-122.3774443 -Republican,20452,34044,0.6007519680413582,46.5800714,-122.3774443 -Other,928,34044,0.027258841499236283,46.5800714,-122.3774443 -Democrat,1673,5872,0.2849114441416894,47.5827433,-118.4176925 -Republican,4063,5872,0.6919277929155313,47.5827433,-118.4176925 -Other,136,5872,0.02316076294277929,47.5827433,-118.4176925 -Democrat,14764,28235,0.5228971135115991,47.3541257,-123.1738498 -Republican,12761,28235,0.45195679121657517,47.3541257,-123.1738498 -Other,710,28235,0.02514609527182575,47.3541257,-123.1738498 -Democrat,7108,16846,0.4219399263920218,48.5484533,-119.7422347 -Republican,9221,16846,0.5473702956191381,48.5484533,-119.7422347 -Other,517,16846,0.03068977798884008,48.5484533,-119.7422347 -Democrat,5711,10524,0.5426643861649563,46.5565866,-123.7824193 -Republican,4499,10524,0.427499049790954,46.5565866,-123.7824193 -Other,314,10524,0.0298365640440897,46.5565866,-123.7824193 -Democrat,186430,342910,0.5436703508209151,47.0514128,-122.1532402 -Republican,148467,342910,0.4329620016914059,47.0514128,-122.1532402 -Other,8013,342910,0.023367647487678982,47.0514128,-122.1532402 -Democrat,28688,55269,0.5190613182796866,48.4932917,-121.8157703 -Republican,25071,55269,0.4536177604081854,48.4932917,-121.8157703 -Other,1510,55269,0.027320921312127957,48.4932917,-121.8157703 -Democrat,2628,5466,0.4807903402854007,46.0247853,-121.9532319 -Republican,2687,5466,0.4915843395536041,46.0247853,-121.9532319 -Other,151,5466,0.027625320160995243,46.0247853,-121.9532319 -Democrat,188516,329817,0.5715775718049706,48.070464,-121.936784 -Republican,133016,329817,0.40330243741226196,48.070464,-121.936784 -Other,8285,329817,0.025119990782767415,48.070464,-121.936784 -Democrat,102295,223830,0.45702095340213555,47.6203752,-117.4033714 -Republican,115285,223830,0.5150560693383371,47.6203752,-117.4033714 -Other,6250,223830,0.02792297725952732,47.6203752,-117.4033714 -Democrat,7762,22161,0.350254952393845,48.388727,-117.8544544 -Republican,13691,22161,0.6177970308199089,48.388727,-117.8544544 -Other,708,22161,0.031948016786246106,48.388727,-117.8544544 -Democrat,74037,127063,0.5826794582215121,46.9358216,-122.8301524 -Republican,49287,127063,0.387894194218616,46.9358216,-122.8301524 -Other,3739,127063,0.029426347559871873,46.9358216,-122.8301524 -Democrat,1094,2294,0.4768962510897995,46.2946377,-123.4244583 -Republican,1119,2294,0.48779424585876197,46.2946377,-123.4244583 -Other,81,2294,0.03530950305143853,46.2946377,-123.4244583 -Democrat,57089,103029,0.554106125459822,48.8426531,-121.8364325 -Republican,42703,103029,0.41447553601413195,48.8426531,-121.8364325 -Other,3237,103029,0.031418338526046065,48.8426531,-121.8364325 -Democrat,8037,17121,0.46942351498160156,46.9059441,-117.5353898 -Republican,8507,17121,0.4968751825243853,46.9059441,-117.5353898 -Other,577,17121,0.0337013024940132,46.9059441,-117.5353898 -Democrat,33217,76973,0.43154092993647125,46.4565581,-120.7401446 -Republican,42239,76973,0.5487508606914113,46.4565581,-120.7401446 -Other,1517,76973,0.019708209372117497,46.4565581,-120.7401446 -Democrat,1768,5761,0.30689116472834577,39.1397248,-79.9969466 -Republican,3824,5761,0.6637736504079152,39.1397248,-79.9969466 -Other,169,5761,0.029335184863738935,39.1397248,-79.9969466 -Democrat,14275,37172,0.38402561067470137,39.4479382,-78.0377535 -Republican,22156,37172,0.5960400301302056,39.4479382,-78.0377535 -Other,741,37172,0.01993435919509308,39.4479382,-78.0377535 -Democrat,2790,8500,0.32823529411764707,38.0228143,-81.7135382 -Republican,5467,8500,0.6431764705882353,38.0228143,-81.7135382 -Other,243,8500,0.028588235294117647,38.0228143,-81.7135382 -Democrat,1998,4804,0.41590341382181517,38.6993304,-80.7316597 -Republican,2725,4804,0.5672356369691923,38.6993304,-80.7316597 -Other,81,4804,0.016860949208992507,38.6993304,-80.7316597 -Democrat,4005,9294,0.43092317624273724,40.2726454,-80.578691 -Republican,5060,9294,0.5444372713578652,40.2726454,-80.578691 -Other,229,9294,0.02463955239939746,40.2726454,-80.578691 -Democrat,13568,32144,0.4221005475360876,38.4195778,-82.2433966 -Republican,17985,32144,0.5595134395221503,38.4195778,-82.2433966 -Other,591,32144,0.01838601294176207,38.4195778,-82.2433966 -Democrat,818,2207,0.37063887630267334,38.8441591,-81.1154775 -Republican,1319,2207,0.5976438604440417,38.8441591,-81.1154775 -Other,70,2207,0.031717263253285,38.8441591,-81.1154775 -Democrat,931,3012,0.3090969455511288,38.4598259,-81.0818663 -Republican,1971,3012,0.6543824701195219,38.4598259,-81.0818663 -Other,110,3012,0.03652058432934927,38.4598259,-81.0818663 -Democrat,575,2769,0.20765619357168652,39.2634805,-80.7012316 -Republican,2130,2769,0.7692307692307693,39.2634805,-80.7012316 -Other,64,2769,0.02311303719754424,39.2634805,-80.7012316 -Democrat,5419,14070,0.3851457000710732,38.0309328,-81.0860508 -Republican,8350,14070,0.5934612651030562,38.0309328,-81.0860508 -Other,301,14070,0.021393034825870648,38.0309328,-81.0860508 -Democrat,840,2509,0.33479473893981665,38.9158671,-80.8494132 -Republican,1595,2509,0.6357114388202472,38.9158671,-80.8494132 -Other,74,2509,0.02949382223993623,38.9158671,-80.8494132 -Democrat,718,4586,0.15656345399040558,39.1059882,-79.195064 -Republican,3783,4586,0.8249018752725686,39.1059882,-79.195064 -Other,85,4586,0.01853467073702573,39.1059882,-79.195064 -Democrat,4710,12963,0.3633418190233742,37.9244177,-80.4505897 -Republican,7930,12963,0.6117411093111162,37.9244177,-80.4505897 -Other,323,12963,0.02491707166550953,37.9244177,-80.4505897 -Democrat,2299,7986,0.2878787878787879,39.3121395,-78.6119886 -Republican,5523,7986,0.6915852742299023,39.3121395,-78.6119886 -Other,164,7986,0.02053593789130979,39.3121395,-78.6119886 -Democrat,4627,12118,0.3818286846014194,40.5169584,-80.5701643 -Republican,7226,12118,0.5963030203003796,40.5169584,-80.5701643 -Other,265,12118,0.021868295098201023,40.5169584,-80.5701643 -Democrat,1482,5168,0.2867647058823529,39.0113612,-78.8417292 -Republican,3536,5168,0.6842105263157895,39.0113612,-78.8417292 -Other,150,5168,0.029024767801857584,39.0113612,-78.8417292 -Democrat,9732,26147,0.37220331204344664,39.279182,-80.3864982 -Republican,15876,26147,0.6071824683520098,39.279182,-80.3864982 -Other,539,26147,0.020614219604543543,39.279182,-80.3864982 -Democrat,3854,11544,0.3338530838530839,38.8342339,-81.6777168 -Republican,7408,11544,0.6417186417186417,38.8342339,-81.6777168 -Other,282,11544,0.02442827442827443,38.8342339,-81.6777168 -Democrat,10398,22138,0.46969012557593276,39.3073985,-77.86322 -Republican,11258,22138,0.5085373565814437,39.3073985,-77.86322 -Other,482,22138,0.021772517842623542,39.3073985,-77.86322 -Democrat,32480,75077,0.4326225075589062,38.3280675,-81.5235156 -Republican,41364,75077,0.5509543535303755,38.3280675,-81.5235156 -Other,1233,75077,0.016423138910718327,38.3280675,-81.5235156 -Democrat,1736,6287,0.27612533799904565,38.9888773,-80.4954773 -Republican,4375,6287,0.6958803881024336,38.9888773,-80.4954773 -Other,176,6287,0.027994273898520758,38.9888773,-80.4954773 -Democrat,2227,6818,0.3266353769433852,38.1717696,-82.0776231 -Republican,4383,6818,0.6428571428571429,38.1717696,-82.0776231 -Other,208,6818,0.030507480199471988,38.1717696,-82.0776231 -Democrat,3469,11946,0.29039008873263017,37.8305905,-81.940853 -Republican,8222,11946,0.6882638540097104,37.8305905,-81.940853 -Other,255,11946,0.02134605725765947,37.8305905,-81.940853 -Democrat,8959,21542,0.4158852474236375,39.5058387,-80.2434018 -Republican,12054,21542,0.5595580726023582,39.5058387,-80.2434018 -Other,529,21542,0.02455667997400427,39.5058387,-80.2434018 -Democrat,4484,12916,0.3471663053576959,39.8544259,-80.6717944 -Republican,8135,12916,0.6298389594301641,39.8544259,-80.6717944 -Other,297,12916,0.02299473521213998,39.8544259,-80.6717944 -Democrat,3778,9789,0.3859434058637246,38.770914,-82.0290067 -Republican,5741,9789,0.5864746143630606,38.770914,-82.0290067 -Other,270,9789,0.027581979773214832,38.770914,-82.0290067 -Democrat,5432,21276,0.2553111487121639,37.4034477,-81.106456 -Republican,15450,21276,0.7261703327693175,37.4034477,-81.106456 -Other,394,21276,0.018518518518518517,37.4034477,-81.106456 -Democrat,2885,10979,0.2627743874669824,39.4047806,-78.9566899 -Republican,7833,10979,0.7134529556425904,39.4047806,-78.9566899 -Other,261,10979,0.02377265689042718,39.4047806,-78.9566899 -Democrat,2428,8830,0.27497168742921857,37.7211608,-82.1589891 -Republican,6191,8830,0.701132502831257,37.7211608,-82.1589891 -Other,211,8830,0.02389580973952435,37.7211608,-82.1589891 -Democrat,13826,31475,0.43926926131850674,39.6336448,-80.0590736 -Republican,16831,31475,0.5347418586179508,39.6336448,-80.0590736 -Other,818,31475,0.025988880063542493,39.6336448,-80.0590736 -Democrat,1455,5212,0.2791634689178818,37.5540622,-80.5503295 -Republican,3616,5212,0.693783576362241,37.5540622,-80.5503295 -Other,141,5212,0.027052954719877207,37.5540622,-80.5503295 -Democrat,2363,7044,0.3354628052243044,39.5550021,-78.2573449 -Republican,4513,7044,0.64068710959682,39.5550021,-78.2573449 -Other,168,7044,0.02385008517887564,39.5550021,-78.2573449 -Democrat,2664,8785,0.3032441661923734,38.2914318,-80.7975148 -Republican,5898,8785,0.671371656232214,38.2914318,-80.7975148 -Other,223,8785,0.025384177575412635,38.2914318,-80.7975148 -Democrat,6786,17911,0.37887331807269276,40.0989316,-80.6207278 -Republican,10768,17911,0.6011947964937748,40.0989316,-80.6207278 -Other,357,17911,0.019931885433532467,40.0989316,-80.6207278 -Democrat,1074,3239,0.3315838221673356,38.6744501,-79.3406175 -Republican,2095,3239,0.6468045693115159,38.6744501,-79.3406175 -Other,70,3239,0.021611608521148504,38.6744501,-79.3406175 -Democrat,955,2840,0.3362676056338028,39.3681331,-81.1611724 -Republican,1825,2840,0.6426056338028169,39.3681331,-81.1611724 -Other,60,2840,0.02112676056338028,39.3681331,-81.1611724 -Democrat,1303,3576,0.3643736017897092,38.332606,-80.0101207 -Republican,2182,3576,0.610178970917226,38.332606,-80.0101207 -Other,91,3576,0.025447427293064876,38.332606,-80.0101207 -Democrat,2931,11155,0.26275212909009416,39.4690296,-79.6688649 -Republican,7889,11155,0.7072164948453609,39.4690296,-79.6688649 -Other,335,11155,0.03003137606454505,39.4690296,-79.6688649 -Democrat,7256,23673,0.3065095256199045,38.5105128,-81.906109 -Republican,16032,23673,0.677227220884552,38.5105128,-81.906109 -Other,385,23673,0.016263253495543445,38.5105128,-81.906109 -Democrat,7739,28829,0.2684449686079989,37.7624694,-81.2646719 -Republican,20614,28829,0.7150438794269659,37.7624694,-81.2646719 -Other,476,28829,0.016511151965035206,37.7624694,-81.2646719 -Democrat,3342,9756,0.34255842558425587,38.7810953,-79.8677881 -Republican,6160,9756,0.6314063140631406,38.7810953,-79.8677881 -Other,254,9756,0.026035260352603527,38.7810953,-79.8677881 -Democrat,768,3788,0.20274551214361142,39.1771118,-81.0663167 -Republican,2921,3788,0.7711193241816262,39.1771118,-81.0663167 -Other,99,3788,0.02613516367476241,39.1771118,-81.0663167 -Democrat,1939,5047,0.3841886269070735,38.7429497,-81.3544939 -Republican,2982,5047,0.5908460471567267,38.7429497,-81.3544939 -Other,126,5047,0.024965325936199722,38.7429497,-81.3544939 -Democrat,1621,4735,0.3423442449841605,37.6559986,-80.856325 -Republican,2981,4735,0.6295670538542767,37.6559986,-80.856325 -Other,133,4735,0.02808870116156283,37.6559986,-80.856325 -Democrat,1941,5908,0.3285375761679079,39.3324778,-80.0465539 -Republican,3840,5908,0.6499661475964793,39.3324778,-80.0465539 -Other,127,5908,0.02149627623561273,39.3324778,-80.0465539 -Democrat,880,3138,0.2804333970681963,39.1111751,-79.5599678 -Republican,2176,3138,0.6934353091140854,39.1111751,-79.5599678 -Other,82,3138,0.026131293817718292,39.1111751,-79.5599678 -Democrat,890,3279,0.27142421469960354,39.465634,-80.8772193 -Republican,2314,3279,0.7057029582189692,39.465634,-80.8772193 -Other,75,3279,0.022872827081427266,39.465634,-80.8772193 -Democrat,2158,8273,0.2608485434546114,38.9025302,-80.2316057 -Republican,5939,8273,0.7178774326121117,38.9025302,-80.2316057 -Other,176,8273,0.021274023933276924,38.9025302,-80.2316057 -Democrat,4931,13955,0.3533500537441777,38.1436416,-82.4226659 -Republican,8688,13955,0.622572554639914,38.1436416,-82.4226659 -Other,336,13955,0.024077391615908276,38.1436416,-82.4226659 -Democrat,947,2755,0.34373865698729583,38.483459,-80.4490515 -Republican,1710,2755,0.6206896551724138,38.483459,-80.4490515 -Other,98,2755,0.035571687840290384,38.483459,-80.4490515 -Democrat,2217,5856,0.3785860655737705,39.59818,-80.6353994 -Republican,3473,5856,0.5930669398907104,39.59818,-80.6353994 -Other,166,5856,0.028346994535519126,39.59818,-80.6353994 -Democrat,676,2171,0.31137724550898205,39.0200337,-81.3829749 -Republican,1427,2171,0.6573007830492861,39.0200337,-81.3829749 -Other,68,2171,0.03132197144173192,39.0200337,-81.3829749 -Democrat,11230,33977,0.3305177031521323,39.2116023,-81.516234 -Republican,22183,33977,0.6528828325043412,39.2116023,-81.516234 -Other,564,33977,0.016599464343526504,39.2116023,-81.516234 -Democrat,1583,7523,0.21042137445168152,37.6036601,-81.5490317 -Republican,5769,7523,0.7668483317825335,37.6036601,-81.5490317 -Other,171,7523,0.022730293765784927,37.6036601,-81.5490317 -Democrat,5542,10287,0.5387382132788957,43.9737568,-89.7672276 -Republican,4644,10287,0.45144356955380577,43.9737568,-89.7672276 -Other,101,10287,0.009818217167298532,43.9737568,-89.7672276 -Democrat,5399,8372,0.6448877209746775,46.5444245,-90.6796907 -Republican,2820,8372,0.3368370759675107,46.5444245,-90.6796907 -Other,153,8372,0.018275203057811752,46.5444245,-90.6796907 -Democrat,10890,22692,0.47990481226864096,45.4371917,-91.8528921 -Republican,11443,22692,0.5042746342323285,45.4371917,-91.8528921 -Other,359,22692,0.015820553499030495,45.4371917,-91.8528921 -Democrat,6033,9788,0.6163669799754802,46.6341992,-91.1772815 -Republican,3603,9788,0.36810380057212916,46.6341992,-91.1772815 -Other,152,9788,0.015529219452390683,46.6341992,-91.1772815 -Democrat,62526,128928,0.4849683544303797,44.4740244,-87.9961303 -Republican,64836,128928,0.502885331347729,44.4740244,-87.9961303 -Other,1566,128928,0.012146314221891288,44.4740244,-87.9961303 -Democrat,3570,7039,0.5071743145333144,44.3856333,-91.761294 -Republican,3364,7039,0.4779087938627646,44.3856333,-91.761294 -Other,105,7039,0.014916891603921012,44.3856333,-91.761294 -Democrat,3986,8677,0.4593753601475164,45.8668974,-92.3757305 -Republican,4550,8677,0.5243747839114902,45.8668974,-92.3757305 -Other,141,8677,0.01624985594099343,45.8668974,-92.3757305 -Democrat,11489,26420,0.43485995457986376,44.0784104,-88.2121322 -Republican,14539,26420,0.5503028009084028,44.0784104,-88.2121322 -Other,392,26420,0.014837244511733535,44.0784104,-88.2121322 -Democrat,15237,30932,0.4925966636492952,45.0690918,-91.2835054 -Republican,15322,30932,0.4953446269235743,45.0690918,-91.2835054 -Other,373,30932,0.01205870942713048,45.0690918,-91.2835054 -Democrat,6172,13801,0.4472139700021738,44.7393462,-90.6099532 -Republican,7412,13801,0.5370625317006014,44.7393462,-90.6099532 -Other,217,13801,0.015723498297224837,44.7393462,-90.6099532 -Democrat,17175,30546,0.5622667452366922,43.4718818,-89.3304721 -Republican,13026,30546,0.42643881359261443,43.4718818,-89.3304721 -Other,345,30546,0.01129444117069338,43.4718818,-89.3304721 -Democrat,4629,7817,0.5921709095560956,43.24991,-90.9512302 -Republican,3067,7817,0.39235000639631573,43.24991,-90.9512302 -Other,121,7817,0.015479084047588588,43.24991,-90.9512302 -Democrat,216071,304181,0.7103369375470526,43.0674684,-89.4178523 -Republican,83644,304181,0.27498101459328494,43.0674684,-89.4178523 -Other,4466,304181,0.014682047859662503,43.0674684,-89.4178523 -Democrat,18762,44488,0.4217317029311275,43.4296276,-88.7019394 -Republican,25211,44488,0.5666921417011329,43.4296276,-88.7019394 -Other,515,44488,0.011576155367739616,43.4296276,-88.7019394 -Democrat,9357,17671,0.5295116292230208,45.0934165,-87.0486828 -Republican,8121,17671,0.4595665214192745,45.0934165,-87.0486828 -Other,193,17671,0.010921849357704714,45.0934165,-87.0486828 -Democrat,14863,22894,0.6492093998427536,46.4632185,-91.8924773 -Republican,7705,22894,0.3365510614134708,46.4632185,-91.8924773 -Other,326,22894,0.014239538743775662,46.4632185,-91.8924773 -Democrat,11316,21992,0.5145507457257185,44.9477513,-91.8976451 -Republican,10224,21992,0.46489632593670427,44.9477513,-91.8976451 -Other,452,21992,0.0205529283375773,44.9477513,-91.8976451 -Democrat,953,2625,0.36304761904761906,45.8718277,-88.4069879 -Republican,1645,2625,0.6266666666666667,45.8718277,-88.4069879 -Other,27,2625,0.010285714285714285,45.8718277,-88.4069879 -Democrat,2425,4648,0.5217297762478486,45.6668806,-88.7733265 -Republican,2172,4648,0.46729776247848537,45.6668806,-88.7733265 -Other,51,4648,0.010972461273666093,45.6668806,-88.7733265 -Democrat,13594,24248,0.5606235565819861,42.8700275,-90.6942288 -Republican,10255,24248,0.4229214780600462,42.8700275,-90.6942288 -Other,399,24248,0.016454965357967668,42.8700275,-90.6942288 -Democrat,11206,19322,0.5799606665976607,42.6755218,-89.6050743 -Republican,7857,19322,0.40663492392091916,42.6755218,-89.6050743 -Other,259,19322,0.013404409481420142,42.6755218,-89.6050743 -Democrat,8105,12534,0.6466411361097814,43.0010208,-90.1336915 -Republican,4287,12534,0.34202967927237915,43.0010208,-90.1336915 -Other,142,12534,0.011329184617839477,43.0010208,-90.1336915 -Democrat,1784,3632,0.4911894273127753,46.32655,-90.2612985 -Republican,1790,3632,0.49284140969163,46.32655,-90.2612985 -Other,58,3632,0.015969162995594713,46.32655,-90.2612985 -Democrat,5298,9313,0.5688822076667025,44.3245897,-90.7995104 -Republican,3900,9313,0.4187694620423065,44.3245897,-90.7995104 -Other,115,9313,0.012348330290991088,44.3245897,-90.7995104 -Democrat,20158,44281,0.4552291050337617,43.0138045,-88.7739847 -Republican,23517,44281,0.5310855671732797,43.0138045,-88.7739847 -Other,606,44281,0.013685327792958606,43.0138045,-88.7739847 -Democrat,6242,11827,0.5277754291029001,43.9328362,-90.1139837 -Republican,5411,11827,0.45751247146360025,43.9328362,-90.1139837 -Other,174,11827,0.01471209943349962,43.9328362,-90.1139837 -Democrat,44867,80897,0.5546188362980086,42.5797034,-87.4250046 -Republican,34977,80897,0.4323646117903012,42.5797034,-87.4250046 -Other,1053,80897,0.013016551911690174,42.5797034,-87.4250046 -Democrat,5153,11037,0.4668841170607955,44.5010324,-87.1633039 -Republican,5747,11037,0.5207030896076833,44.5010324,-87.1633039 -Other,137,11037,0.012412793331521246,44.5010324,-87.1633039 -Democrat,4536,7952,0.5704225352112676,42.6555782,-90.1302916 -Republican,3314,7952,0.4167505030181087,42.6555782,-90.1302916 -Other,102,7952,0.012826961770623743,42.6555782,-90.1302916 -Democrat,4573,10519,0.43473714231390814,45.2623814,-89.0677254 -Republican,5816,10519,0.5529042684665842,45.2623814,-89.0677254 -Other,130,10519,0.012358589219507558,45.2623814,-89.0677254 -Democrat,7563,15216,0.49704258675078866,45.3384167,-89.7423088 -Republican,7455,15216,0.4899447949526814,45.3384167,-89.7423088 -Other,198,15216,0.013012618296529969,45.3384167,-89.7423088 -Democrat,20403,42617,0.4787526104606143,44.156137,-87.5773525 -Republican,21604,42617,0.5069338526878945,44.156137,-87.5773525 -Other,610,42617,0.014313536851491188,44.156137,-87.5773525 -Democrat,32363,69862,0.4632418195871862,44.8980363,-89.757823 -Republican,36617,69862,0.524133291345796,44.8980363,-89.757823 -Other,882,69862,0.012624889067017836,44.8980363,-89.757823 -Democrat,9882,20777,0.4756220821100255,45.3468989,-87.991198 -Republican,10619,20777,0.5110939981710545,45.3468989,-87.991198 -Other,276,20777,0.01328391971891996,45.3468989,-87.991198 -Democrat,4014,8105,0.49524984577421344,43.8260529,-89.4090953 -Republican,3992,8105,0.49253547193090685,43.8260529,-89.4090953 -Other,99,8105,0.012214682294879703,43.8260529,-89.4090953 -Democrat,1191,1377,0.8649237472766884,44.9913041,-88.6692512 -Republican,179,1377,0.1299927378358751,44.9913041,-88.6692512 -Other,7,1377,0.005083514887436456,44.9913041,-88.6692512 -Democrat,332438,492576,0.674896868706555,43.0176601,-87.4815541 -Republican,154924,492576,0.3145179627103229,43.0176601,-87.4815541 -Other,5214,492576,0.010585168583122199,43.0176601,-87.4815541 -Democrat,9515,19485,0.4883243520656916,43.9451751,-90.6199687 -Republican,9675,19485,0.49653579676674364,43.9451751,-90.6199687 -Other,295,19485,0.015139851167564793,43.9451751,-90.6199687 -Democrat,8865,19859,0.4463970995518405,44.9965754,-88.2065162 -Republican,10741,19859,0.5408630847474697,44.9965754,-88.2065162 -Other,253,19859,0.012739815700689864,44.9965754,-88.2065162 -Democrat,10452,21652,0.48272676888970995,45.7161762,-89.5345333 -Republican,10917,21652,0.5042028450027711,45.7161762,-89.5345333 -Other,283,21652,0.013070386107518936,45.7161762,-89.5345333 -Democrat,45659,94596,0.482673685990951,44.4182258,-88.4649883 -Republican,47372,94596,0.5007822740919278,44.4182258,-88.4649883 -Other,1565,94596,0.01654403991712123,44.4182258,-88.4649883 -Democrat,19159,55817,0.3432466811186556,43.3607524,-87.4993036 -Republican,36077,55817,0.646344303706756,43.3607524,-87.4993036 -Other,581,55817,0.010409015174588388,43.3607524,-87.4993036 -Democrat,1876,3699,0.5071640984049743,44.6274362,-91.8348898 -Republican,1794,3699,0.48499594484995945,44.6274362,-91.8348898 -Other,29,3699,0.007839956745066235,44.6274362,-91.8348898 -Democrat,10235,21020,0.4869172216936251,44.7253365,-92.4262793 -Republican,10397,21020,0.49462416745956234,44.7253365,-92.4262793 -Other,388,21020,0.018458610846812558,44.7253365,-92.4262793 -Democrat,10073,22573,0.44624108448146016,45.4620407,-92.447066 -Republican,12094,22573,0.5357728259424976,45.4620407,-92.447066 -Other,406,22573,0.017986089576042176,45.4620407,-92.447066 -Democrat,22075,39337,0.5611765004957165,44.4762457,-89.4980699 -Republican,16615,39337,0.42237588021455624,44.4762457,-89.4980699 -Other,647,39337,0.01644761928972723,44.4762457,-89.4980699 -Democrat,3887,7901,0.49196304265282875,45.6790725,-90.3596497 -Republican,3884,7901,0.49158334388052144,45.6790725,-90.3596497 -Other,130,7901,0.01645361346664979,45.6790725,-90.3596497 -Democrat,53008,103364,0.5128284509113424,42.7541215,-87.4208775 -Republican,49347,103364,0.477409929956271,42.7541215,-87.4208775 -Other,1009,103364,0.009761619132386518,42.7541215,-87.4208775 -Democrat,4969,8655,0.5741190063547083,43.3761994,-90.4356927 -Republican,3573,8655,0.4128249566724437,43.3761994,-90.4356927 -Other,113,8655,0.013056036972848064,43.3761994,-90.4356927 -Democrat,49219,80690,0.6099764530920808,42.6698802,-89.0752844 -Republican,30517,80690,0.3782005205105961,42.6698802,-89.0752844 -Other,954,80690,0.011823026397323088,42.6698802,-89.0752844 -Democrat,3397,7191,0.4723960506188291,45.472734,-91.1367448 -Republican,3676,7191,0.5111945487414824,45.472734,-91.1367448 -Other,118,7191,0.0164094006396885,45.472734,-91.1367448 -Democrat,18736,31927,0.5868387258433301,43.428001,-89.9433184 -Republican,12838,31927,0.4021048015786012,43.428001,-89.9433184 -Other,353,31927,0.011056472578068719,43.428001,-89.9433184 -Democrat,4486,9025,0.49706371191135734,45.8649127,-91.1471302 -Republican,4442,9025,0.4921883656509695,45.8649127,-91.1471302 -Other,97,9025,0.01074792243767313,45.8649127,-91.1471302 -Democrat,9000,20279,0.44380886631490707,44.7896407,-88.7558134 -Republican,11022,20279,0.5435179249469895,44.7896407,-88.7558134 -Other,257,20279,0.012673208738103457,44.7896407,-88.7558134 -Democrat,27918,62651,0.44561140285071266,43.741232,-87.7315164 -Republican,34072,62651,0.5438380871813698,43.741232,-87.7315164 -Other,661,62651,0.010550509967917511,43.741232,-87.7315164 -Democrat,3763,9512,0.395605550883095,45.2116558,-90.5048529 -Republican,5601,9512,0.5888351555929352,45.2116558,-90.5048529 -Other,148,9512,0.015559293523969722,45.2116558,-90.5048529 -Democrat,7605,13481,0.5641272902603665,44.3030501,-91.3588668 -Republican,5707,13481,0.42333654773384766,44.3030501,-91.3588668 -Other,169,13481,0.01253616200578592,44.3030501,-91.3588668 -Democrat,8044,14269,0.5637395753031046,43.5993661,-90.8219835 -Republican,5942,14269,0.41642721984722125,43.5993661,-90.8219835 -Other,283,14269,0.01983320484967412,43.5993661,-90.8219835 -Democrat,5951,13842,0.4299234214708857,46.049848,-89.501254 -Republican,7749,13842,0.5598179453836151,46.049848,-89.501254 -Other,142,13842,0.010258633145499206,46.049848,-89.501254 -Democrat,22552,52303,0.4311798558400092,42.6681095,-88.5417306 -Republican,29006,52303,0.5545762193373229,42.6681095,-88.5417306 -Other,745,52303,0.014243924822667916,42.6681095,-88.5417306 -Democrat,4447,9287,0.4788413911919888,45.8924885,-91.7964217 -Republican,4699,9287,0.5059760956175299,45.8924885,-91.7964217 -Other,141,9287,0.015182513190481318,45.8924885,-91.7964217 -Democrat,23166,78742,0.29420131568921287,43.391156,-88.2329166 -Republican,54765,78742,0.6954992253181276,43.391156,-88.2329166 -Other,811,78742,0.010299458992659572,43.391156,-88.2329166 -Democrat,78779,243856,0.3230554097500164,43.0183677,-88.3042404 -Republican,162798,243856,0.6675989108326226,43.0183677,-88.3042404 -Other,2279,243856,0.009345679417361065,43.0183677,-88.3042404 -Democrat,11578,28840,0.4014563106796116,44.4780043,-88.9670053 -Republican,17002,28840,0.5895284327323163,44.4780043,-88.9670053 -Other,260,28840,0.009015256588072122,44.4780043,-88.9670053 -Democrat,5335,12048,0.4428120849933599,44.1128231,-89.2397862 -Republican,6562,12048,0.5446547144754316,44.1128231,-89.2397862 -Other,151,12048,0.012533200531208499,44.1128231,-89.2397862 -Democrat,45449,89173,0.5096722101981541,44.0857068,-88.6681488 -Republican,42122,89173,0.47236271068596997,44.0857068,-88.6681488 -Other,1602,89173,0.01796507911587588,44.0857068,-88.6681488 -Democrat,18581,38900,0.4776606683804627,44.4614126,-90.0388252 -Republican,19704,38900,0.5065295629820051,44.4614126,-90.0388252 -Other,615,38900,0.015809768637532133,44.4614126,-90.0388252 -Democrat,7458,16300,0.45754601226993863,41.6655141,-105.7218826 -Republican,7866,16300,0.48257668711656443,41.6655141,-105.7218826 -Other,976,16300,0.059877300613496935,41.6655141,-105.7218826 -Democrat,2163,17571,0.1231005634283763,44.1919995,-105.5170141 -Republican,14953,17571,0.851004496044619,44.1919995,-105.5170141 -Other,455,17571,0.025894940527004723,44.1919995,-105.5170141 -Democrat,2110,6509,0.3241665386388078,41.7035904,-106.9331526 -Republican,4148,6509,0.6372714702719312,41.7035904,-106.9331526 -Other,251,6509,0.038561991089261026,41.7035904,-106.9331526 -Democrat,1089,6343,0.17168532240264858,42.9846234,-105.5247521 -Republican,5043,6343,0.7950496610436701,42.9846234,-105.5247521 -Other,211,6343,0.03326501655368122,42.9846234,-105.5247521 -Democrat,426,3685,0.11560379918588874,44.5892657,-104.5672975 -Republican,3109,3685,0.8436906377204885,44.5892657,-104.5672975 -Other,150,3685,0.0407055630936228,44.5892657,-104.5672975 -Democrat,5333,16939,0.31483558651632326,43.054831,-108.6089349 -Republican,11075,16939,0.6538166361650629,43.054831,-108.6089349 -Other,531,16939,0.03134777731861385,43.054831,-108.6089349 -Democrat,1458,5806,0.25111953151911814,42.0894553,-104.3535403 -Republican,4178,5806,0.719600413365484,42.0894553,-104.3535403 -Other,170,5806,0.029280055115397864,42.0894553,-104.3535403 -Democrat,749,4259,0.17586287861000235,44.0440477,-106.5885406 -Republican,3363,4259,0.7896219769899038,44.0440477,-106.5885406 -Other,147,4259,0.03451514440009392,44.0440477,-106.5885406 -Democrat,14295,39505,0.36185293000885965,41.2928302,-104.660395 -Republican,23904,39505,0.6050879635489178,41.2928302,-104.660395 -Other,1306,39505,0.033059106442222506,41.2928302,-104.660395 -Democrat,1287,8618,0.14933859364121607,42.2299932,-110.6829614 -Republican,7144,8618,0.8289626363425389,42.2299932,-110.6829614 -Other,187,8618,0.021698770016245067,42.2299932,-110.6829614 -Democrat,8961,32373,0.27680474469465294,42.9776447,-106.7682192 -Republican,22132,32373,0.6836561331974176,42.9776447,-106.7682192 -Other,1280,32373,0.039539122107929446,42.9776447,-106.7682192 -Democrat,200,1276,0.15673981191222572,43.062159,-104.4683727 -Republican,1022,1276,0.8009404388714734,43.062159,-104.4683727 -Other,54,1276,0.04231974921630094,43.062159,-104.4683727 -Democrat,2927,14608,0.20036966046002191,44.4923865,-109.5935975 -Republican,11234,14608,0.7690306681270537,44.4923865,-109.5935975 -Other,447,14608,0.030599671412924426,44.4923865,-109.5935975 -Democrat,1223,4531,0.26991834032222467,42.1315927,-104.9539626 -Republican,3136,4531,0.6921209446038402,42.1315927,-104.9539626 -Other,172,4531,0.037960715073935114,42.1315927,-104.9539626 -Democrat,3618,14322,0.25261834939254296,44.7813692,-106.8812114 -Republican,10267,14322,0.7168691523530233,44.7813692,-106.8812114 -Other,437,14322,0.030512498254433737,44.7813692,-106.8812114 -Democrat,767,4376,0.17527422303473492,42.7679284,-109.9161701 -Republican,3472,4376,0.793418647166362,42.7679284,-109.9161701 -Other,137,4376,0.031307129798903106,42.7679284,-109.9161701 -Democrat,4774,16895,0.28256880733944956,41.6603282,-108.8756774 -Republican,11428,16895,0.6764131399822433,41.6603282,-108.8756774 -Other,693,16895,0.041018052678307194,41.6603282,-108.8756774 -Democrat,6213,11464,0.5419574319609212,44.048662,-110.426087 -Republican,4858,11464,0.4237613398464759,44.048662,-110.426087 -Other,393,11464,0.03428122819260293,44.048662,-110.426087 -Democrat,1628,8539,0.1906546434008666,41.2847255,-110.5589468 -Republican,6615,8539,0.774680875980794,41.2847255,-110.5589468 -Other,296,8539,0.034664480618339384,41.2847255,-110.5589468 -Democrat,794,3944,0.2013184584178499,43.8788305,-107.669052 -Republican,3014,3944,0.7641987829614605,43.8788305,-107.669052 -Other,136,3944,0.034482758620689655,43.8788305,-107.669052 -Democrat,422,3359,0.1256326287585591,43.8462133,-104.5700202 -Republican,2821,3359,0.8398332837153915,43.8462133,-104.5700202 -Other,116,3359,0.03453408752604942,43.8462133,-104.5700202 +county,party,votes,total,lat,long,percent +Autauga AL,Democrat,6363,23932,32.5322367,-86.6464395,0.2658783219120842 +Autauga AL,Republican,17379,23932,32.5322367,-86.6464395,0.7261825171318737 +Autauga AL,Other,190,23932,32.5322367,-86.6464395,0.00793916095604212 +Baldwin AL,Democrat,18424,85338,30.6592183,-87.7460666,0.21589444327263352 +Baldwin AL,Republican,66016,85338,30.6592183,-87.7460666,0.7735826946963837 +Baldwin AL,Other,898,85338,30.6592183,-87.7460666,0.01052286203098268 +Barbour AL,Democrat,5912,11509,31.8702531,-85.4051035,0.5136849422191329 +Barbour AL,Republican,5550,11509,31.8702531,-85.4051035,0.48223129724563385 +Barbour AL,Other,47,11509,31.8702531,-85.4051035,0.004083760535233296 +Bibb AL,Democrat,2202,8420,33.0158929,-87.1271475,0.261520190023753 +Bibb AL,Republican,6132,8420,33.0158929,-87.1271475,0.7282660332541567 +Bibb AL,Other,86,8420,33.0158929,-87.1271475,0.010213776722090262 +Blount AL,Democrat,2970,24006,33.9773575,-86.56644,0.12371907023244189 +Blount AL,Republican,20757,24006,33.9773575,-86.56644,0.8646588352911772 +Blount AL,Other,279,24006,33.9773575,-86.56644,0.011622094476380905 +Bullock AL,Democrat,4061,5322,32.1017589,-85.7172613,0.7630590003757985 +Bullock AL,Republican,1251,5322,32.1017589,-85.7172613,0.2350620067643743 +Bullock AL,Other,10,5322,32.1017589,-85.7172613,0.0018789928598271326 +Butler AL,Democrat,4374,9496,31.751667,-86.6819689,0.4606149957877001 +Butler AL,Republican,5087,9496,31.751667,-86.6819689,0.5356992417860151 +Butler AL,Other,35,9496,31.751667,-86.6819689,0.0036857624262847514 +Calhoun AL,Democrat,15511,46257,33.7705162,-85.8279089,0.33532222150161056 +Calhoun AL,Republican,30278,46257,33.7705162,-85.8279089,0.6545603908597618 +Calhoun AL,Other,468,46257,33.7705162,-85.8279089,0.010117387638627667 +Chambers AL,Democrat,6871,14611,32.9155039,-85.3940321,0.4702621312709602 +Chambers AL,Republican,7626,14611,32.9155039,-85.3940321,0.5219355280268291 +Chambers AL,Other,114,14611,32.9155039,-85.3940321,0.007802340702210663 +Cherokee AL,Democrat,2132,9779,34.0695153,-85.6542417,0.21801820227017077 +Cherokee AL,Republican,7506,9779,34.0695153,-85.6542417,0.7675631455159014 +Cherokee AL,Other,141,9779,34.0695153,-85.6542417,0.014418652213927805 +Chilton AL,Democrat,3397,17462,32.8540514,-86.7266071,0.19453670828083838 +Chilton AL,Republican,13932,17462,32.8540514,-86.7266071,0.7978467529492612 +Chilton AL,Other,133,17462,32.8540514,-86.7266071,0.007616538769900355 +Choctaw AL,Democrat,3786,7968,31.9909539,-88.2488894,0.4751506024096386 +Choctaw AL,Republican,4152,7968,31.9909539,-88.2488894,0.5210843373493976 +Choctaw AL,Other,30,7968,31.9909539,-88.2488894,0.0037650602409638554 +Clarke AL,Democrat,6334,13851,31.6855211,-87.8186244,0.4572955021298101 +Clarke AL,Republican,7470,13851,31.6855211,-87.8186244,0.539311241065627 +Clarke AL,Other,47,13851,31.6855211,-87.8186244,0.0033932568045628476 +Clay AL,Democrat,1777,6662,33.2703999,-85.8635254,0.26673671570099067 +Clay AL,Republican,4817,6662,33.2703999,-85.8635254,0.7230561392975082 +Clay AL,Other,68,6662,33.2703999,-85.8635254,0.01020714500150105 +Cleburne AL,Democrat,971,6305,33.6719637,-85.5161261,0.15400475812846948 +Cleburne AL,Republican,5272,6305,33.6719637,-85.5161261,0.836161776367962 +Cleburne AL,Other,62,6305,33.6719637,-85.5161261,0.009833465503568596 +Coffee AL,Democrat,4925,19770,31.402258,-85.9896022,0.24911482043500252 +Coffee AL,Republican,14666,19770,31.402258,-85.9896022,0.741831057157309 +Coffee AL,Other,179,19770,31.402258,-85.9896022,0.009054122407688417 +Colbert AL,Democrat,9166,23385,34.703112,-87.8014569,0.3919606585418003 +Colbert AL,Republican,13936,23385,34.703112,-87.8014569,0.5959375668163353 +Colbert AL,Other,283,23385,34.703112,-87.8014569,0.012101774641864443 +Conecuh AL,Democrat,3555,7022,31.4309257,-86.9887221,0.5062660210766163 +Conecuh AL,Republican,3439,7022,31.4309257,-86.9887221,0.4897465109655369 +Conecuh AL,Other,28,7022,31.4309257,-86.9887221,0.003987467957846767 +Coosa AL,Democrat,2191,5269,32.9314453,-86.2434818,0.41582843044220913 +Coosa AL,Republican,3049,5269,32.9314453,-86.2434818,0.5786676788764471 +Coosa AL,Other,29,5269,32.9314453,-86.2434818,0.005503890681343709 +Covington AL,Democrat,3158,15423,31.2439873,-86.4487206,0.20475912598067822 +Covington AL,Republican,12153,15423,31.2439873,-86.4487206,0.7879789924139272 +Covington AL,Other,112,15423,31.2439873,-86.4487206,0.0072618816053945405 +Crenshaw AL,Democrat,2050,6418,31.7328256,-86.3192219,0.31941414770956683 +Crenshaw AL,Republican,4331,6418,31.7328256,-86.3192219,0.6748208164537239 +Crenshaw AL,Other,37,6418,31.7328256,-86.3192219,0.005765035836709256 +Cullman AL,Democrat,5052,34457,34.1319229,-86.8692666,0.14661752328989755 +Cullman AL,Republican,28999,34457,34.1319229,-86.8692666,0.841599674957193 +Cullman AL,Other,406,34457,34.1319229,-86.8692666,0.011782801752909423 +Dale AL,Democrat,5286,18557,31.4306536,-85.609476,0.28485207738319773 +Dale AL,Republican,13108,18557,31.4306536,-85.609476,0.7063641752438433 +Dale AL,Other,163,18557,31.4306536,-85.609476,0.008783747372958992 +Dallas AL,Democrat,14612,20953,32.3335397,-87.1143556,0.6973703049682624 +Dallas AL,Republican,6288,20953,32.3335397,-87.1143556,0.3001002243115544 +Dallas AL,Other,53,20953,32.3335397,-87.1143556,0.0025294707201832674 +Elmore AL,Democrat,8954,35485,32.597229,-86.1427347,0.25233197125546003 +Elmore AL,Republican,26253,35485,32.597229,-86.1427347,0.7398337325630548 +Elmore AL,Other,278,35485,32.597229,-86.1427347,0.007834296181485135 +Escambia AL,Democrat,5489,14869,31.1222867,-87.1684097,0.36915730714910217 +Escambia AL,Republican,9287,14869,31.1222867,-87.1684097,0.6245880691371309 +Escambia AL,Other,93,14869,31.1222867,-87.1684097,0.006254623713766898 +Etowah AL,Democrat,12803,42530,34.0476407,-86.0342629,0.3010345638372913 +Etowah AL,Republican,29130,42530,34.0476407,-86.0342629,0.6849282859158241 +Etowah AL,Other,597,42530,34.0476407,-86.0342629,0.014037150246884553 +Fayette AL,Democrat,1817,7946,33.7161568,-87.7642923,0.22866851245909892 +Fayette AL,Republican,6054,7946,33.7161568,-87.7642923,0.7618927762396174 +Fayette AL,Other,75,7946,33.7161568,-87.7642923,0.009438711301283665 +Franklin AL,Democrat,3171,10859,34.4419892,-87.8428144,0.2920158393958928 +Franklin AL,Republican,7567,10859,34.4419892,-87.8428144,0.6968413297725389 +Franklin AL,Other,121,10859,34.4419892,-87.8428144,0.011142830831568284 +Geneva AL,Democrat,2039,11320,31.0923822,-85.8210224,0.18012367491166079 +Geneva AL,Republican,9175,11320,31.0923822,-85.8210224,0.8105123674911661 +Geneva AL,Other,106,11320,31.0923822,-85.8210224,0.009363957597173145 +Greene AL,Democrat,4521,5340,32.8444965,-87.9642005,0.846629213483146 +Greene AL,Republican,804,5340,32.8444965,-87.9642005,0.15056179775280898 +Greene AL,Other,15,5340,32.8444965,-87.9642005,0.0028089887640449437 +Hale AL,Democrat,5411,8643,32.7527958,-87.6230608,0.6260557676732617 +Hale AL,Republican,3210,8643,32.7527958,-87.6230608,0.3713988198542173 +Hale AL,Other,22,8643,32.7527958,-87.6230608,0.0025454124725211155 +Henry AL,Democrat,3083,8760,31.5169779,-85.2399712,0.3519406392694064 +Henry AL,Republican,5628,8760,31.5169779,-85.2399712,0.6424657534246575 +Henry AL,Other,49,8760,31.5169779,-85.2399712,0.005593607305936073 +Houston AL,Democrat,12367,41918,31.1581831,-85.2964111,0.29502838875900567 +Houston AL,Republican,29270,41918,31.1581831,-85.2964111,0.6982680471396536 +Houston AL,Other,281,41918,31.1581831,-85.2964111,0.006703564101340713 +Jackson AL,Democrat,5822,20577,34.764114,-85.9800556,0.282937260047626 +Jackson AL,Republican,14439,20577,34.764114,-85.9800556,0.7017057880157458 +Jackson AL,Other,316,20577,34.764114,-85.9800556,0.015356951936628274 +Jefferson AL,Democrat,159876,303918,33.5534439,-86.8965359,0.5260497897459183 +Jefferson AL,Republican,141683,303918,33.5534439,-86.8965359,0.46618824814588145 +Jefferson AL,Other,2359,303918,33.5534439,-86.8965359,0.0077619621082002386 +Lamar AL,Democrat,1646,7166,33.7870852,-88.0874309,0.22969578565447948 +Lamar AL,Republican,5457,7166,33.7870852,-88.0874309,0.7615126988557075 +Lamar AL,Other,63,7166,33.7870852,-88.0874309,0.008791515489813006 +Lauderdale AL,Democrat,12511,36924,34.9041221,-87.6509966,0.33883111255551945 +Lauderdale AL,Republican,23911,36924,34.9041221,-87.6509966,0.6475733939984833 +Lauderdale AL,Other,502,36924,34.9041221,-87.6509966,0.013595493445997184 +Lawrence AL,Democrat,5069,14112,34.529776,-87.3218651,0.35919784580498865 +Lawrence AL,Republican,8874,14112,34.529776,-87.3218651,0.6288265306122449 +Lawrence AL,Other,169,14112,34.529776,-87.3218651,0.01197562358276644 +Lee AL,Democrat,21381,54359,32.6040644,-85.3530477,0.3933295314483342 +Lee AL,Republican,32194,54359,32.6040644,-85.3530477,0.5922478338453614 +Lee AL,Other,784,54359,32.6040644,-85.3530477,0.014422634706304383 +Limestone AL,Democrat,9829,35459,34.8102387,-86.9813995,0.27719337826785867 +Limestone AL,Republican,25295,35459,34.8102387,-86.9813995,0.7133590907809019 +Limestone AL,Other,335,35459,34.8102387,-86.9813995,0.00944753095123946 +Lowndes AL,Democrat,5747,7521,32.147888,-86.6505859,0.7641271107565484 +Lowndes AL,Republican,1756,7521,32.147888,-86.6505859,0.23347959047998937 +Lowndes AL,Other,18,7521,32.147888,-86.6505859,0.0023932987634623054 +Macon AL,Democrat,9045,10394,32.3870267,-85.692887,0.8702135847604388 +Macon AL,Republican,1331,10394,32.3870267,-85.692887,0.1280546469116798 +Macon AL,Other,18,10394,32.3870267,-85.692887,0.00173176832788147 +Madison AL,Democrat,62015,155059,34.7642377,-86.5510802,0.39994453724066326 +Madison AL,Republican,90884,155059,34.7642377,-86.5510802,0.5861252813445205 +Madison AL,Other,2160,155059,34.7642377,-86.5510802,0.013930181414816296 +Marengo AL,Democrat,6167,11537,32.2475911,-87.791091,0.5345410418653029 +Marengo AL,Republican,5336,11537,32.2475911,-87.791091,0.46251191817630233 +Marengo AL,Other,34,11537,32.2475911,-87.791091,0.00294703995839473 +Marion AL,Democrat,2249,12105,34.1382194,-87.881551,0.18579099545642297 +Marion AL,Republican,9697,12105,34.1382194,-87.881551,0.8010739363899215 +Marion AL,Other,159,12105,34.1382194,-87.881551,0.013135068153655513 +Marshall AL,Democrat,6299,32566,34.3095637,-86.3216681,0.19342258797518885 +Marshall AL,Republican,25867,32566,34.3095637,-86.3216681,0.794294663145612 +Marshall AL,Other,400,32566,34.3095637,-86.3216681,0.012282748879199164 +Mobile AL,Democrat,78760,174864,30.6845725,-88.1965682,0.45040717357489246 +Mobile AL,Republican,94893,174864,30.6845725,-88.1965682,0.5426674444139445 +Mobile AL,Other,1211,174864,30.6845725,-88.1965682,0.006925382011162961 +Monroe AL,Democrat,4914,10708,31.5803324,-87.3832656,0.45890922674635787 +Monroe AL,Republican,5741,10708,31.5803324,-87.3832656,0.5361412028389989 +Monroe AL,Other,53,10708,31.5803324,-87.3832656,0.004949570414643258 +Montgomery AL,Democrat,63085,101924,32.2028812,-86.2044615,0.6189415643028139 +Montgomery AL,Republican,38332,101924,32.2028812,-86.2044615,0.37608414112475963 +Montgomery AL,Other,507,101924,32.2028812,-86.2044615,0.004974294572426514 +Morgan AL,Democrat,13439,49323,34.4544844,-86.8464021,0.27246923342051377 +Morgan AL,Republican,35391,49323,34.4544844,-86.8464021,0.7175354297183869 +Morgan AL,Other,493,49323,34.4544844,-86.8464021,0.009995336861099284 +Perry AL,Democrat,4568,6099,32.6390053,-87.2938269,0.7489752418429251 +Perry AL,Republican,1506,6099,32.6390053,-87.2938269,0.2469257255287752 +Perry AL,Other,25,6099,32.6390053,-87.2938269,0.004099032628299721 +Pickens AL,Democrat,4455,9611,33.2967933,-88.0968631,0.463531370304859 +Pickens AL,Republican,5124,9611,33.2967933,-88.0968631,0.5331391114348143 +Pickens AL,Other,32,9611,33.2967933,-88.0968631,0.003329518260326709 +Pike AL,Democrat,6035,14107,31.7986508,-85.9416035,0.4278018005245623 +Pike AL,Republican,7963,14107,31.7986508,-85.9416035,0.5644715389522932 +Pike AL,Other,109,14107,31.7986508,-85.9416035,0.007726660523144538 +Randolph AL,Democrat,3078,10398,33.2964753,-85.4640679,0.2960184650894403 +Randolph AL,Republican,7224,10398,33.2964753,-85.4640679,0.6947489901904212 +Randolph AL,Other,96,10398,33.2964753,-85.4640679,0.009232544720138488 +Russell AL,Democrat,10500,18879,32.2898113,-85.1869798,0.5561735261401557 +Russell AL,Republican,8278,18879,32.2898113,-85.1869798,0.4384766142274485 +Russell AL,Other,101,18879,32.2898113,-85.1869798,0.0053498596323957835 +Shelby AL,Democrat,20051,92507,33.2630428,-86.6780894,0.2167511647767196 +Shelby AL,Republican,71436,92507,33.2630428,-86.6780894,0.7722226426108294 +Shelby AL,Other,1020,92507,33.2630428,-86.6780894,0.01102619261245095 +Sumter AL,Democrat,5421,7027,32.5974811,-88.2000571,0.7714529671267967 +Sumter AL,Republican,1586,7027,32.5974811,-88.2000571,0.22570086808026185 +Sumter AL,Other,20,7027,32.5974811,-88.2000571,0.0028461647929415115 +Talladega AL,Democrat,13905,33373,33.3693135,-86.1759302,0.4166541815239865 +Talladega AL,Republican,19246,33373,33.3693135,-86.1759302,0.5766937344559974 +Talladega AL,Other,222,33373,33.3693135,-86.1759302,0.0066520840200161805 +Tallapoosa AL,Democrat,6319,18829,32.8633076,-85.7996176,0.3355993414413936 +Tallapoosa AL,Republican,12396,18829,32.8633076,-85.7996176,0.6583461681448829 +Tallapoosa AL,Other,114,18829,32.8633076,-85.7996176,0.006054490413723511 +Tuscaloosa AL,Democrat,32048,78590,33.2902197,-87.5227834,0.407787250286296 +Tuscaloosa AL,Republican,45748,78590,33.2902197,-87.5227834,0.5821096831657971 +Tuscaloosa AL,Other,794,78590,33.2902197,-87.5227834,0.010103066547906858 +Walker AL,Democrat,6557,28521,33.7915581,-87.3010936,0.22990077486764138 +Walker AL,Republican,21651,28521,33.7915581,-87.3010936,0.7591248553697275 +Walker AL,Other,313,28521,33.7915581,-87.3010936,0.010974369762631045 +Washington AL,Democrat,2976,8778,31.4052172,-88.1975644,0.3390293916609706 +Washington AL,Republican,5761,8778,31.4052172,-88.1975644,0.6562998405103668 +Washington AL,Other,41,8778,31.4052172,-88.1975644,0.004670767828662566 +Wilcox AL,Democrat,4868,6551,31.9900824,-87.3049349,0.7430926576095253 +Wilcox AL,Republican,1679,6551,31.9900824,-87.3049349,0.25629674858800183 +Wilcox AL,Other,4,6551,31.9900824,-87.3049349,0.000610593802472905 +Winston AL,Democrat,1286,9714,34.1545665,-87.3653458,0.13238624665431337 +Winston AL,Republican,8312,9714,34.1545665,-87.3653458,0.8556722256536957 +Winston AL,Other,116,9714,34.1545665,-87.3653458,0.01194152769199094 +Apache AZ,Democrat,17147,25848,35.385084,-109.4901722,0.6633782110801609 +Apache AZ,Republican,8250,25848,35.385084,-109.4901722,0.3191736304549675 +Apache AZ,Other,451,25848,35.385084,-109.4901722,0.017448158464871556 +Cochise AZ,Democrat,18546,49003,31.8401287,-109.7751627,0.378466624492378 +Cochise AZ,Republican,29497,49003,31.8401287,-109.7751627,0.601942738199702 +Cochise AZ,Other,960,49003,31.8401287,-109.7751627,0.019590637307919923 +Coconino AZ,Democrat,29257,51731,35.8296919,-111.7737277,0.5655603023332237 +Coconino AZ,Republican,21220,51731,35.8296919,-111.7737277,0.4101989136107943 +Coconino AZ,Other,1254,51731,35.8296919,-111.7737277,0.024240784055981908 +Gila AZ,Democrat,7697,21528,33.7896177,-110.8118696,0.35753437383872166 +Gila AZ,Republican,13455,21528,33.7896177,-110.8118696,0.625 +Gila AZ,Other,376,21528,33.7896177,-110.8118696,0.017465626161278336 +Graham AZ,Democrat,3609,11855,32.9318277,-109.8783103,0.3044285111767187 +Graham AZ,Republican,8076,11855,32.9318277,-109.8783103,0.681231547870097 +Graham AZ,Other,170,11855,32.9318277,-109.8783103,0.01433994095318431 +Greenlee AZ,Democrat,1310,2974,33.2388723,-109.2423231,0.44048419636852726 +Greenlee AZ,Republican,1592,2974,33.2388723,-109.2423231,0.535305985205111 +Greenlee AZ,Other,72,2974,33.2388723,-109.2423231,0.0242098184263618 +Maricopa AZ,Democrat,602288,1376558,33.3451756,-112.4989297,0.4375318729759298 +Maricopa AZ,Republican,749885,1376558,33.3451756,-112.4989297,0.5447536536782323 +Maricopa AZ,Other,24385,1376558,33.3451756,-112.4989297,0.017714473345837953 +Mohave AZ,Democrat,19533,70010,35.717705,-113.7496891,0.2790029995714898 +Mohave AZ,Republican,49168,70010,35.717705,-113.7496891,0.7022996714755035 +Mohave AZ,Other,1309,70010,35.717705,-113.7496891,0.018697328953006714 +Navajo AZ,Democrat,16945,37335,35.3907852,-110.3210248,0.45386366680058926 +Navajo AZ,Republican,19884,37335,35.3907852,-110.3210248,0.5325833668139816 +Navajo AZ,Other,506,37335,35.3907852,-110.3210248,0.013552966385429221 +Pima AZ,Democrat,201251,382250,32.1280427,-111.7836574,0.5264905166775671 +Pima AZ,Republican,174779,382250,32.1280427,-111.7836574,0.45723741007194246 +Pima AZ,Other,6220,382250,32.1280427,-111.7836574,0.016272073250490515 +Pinal AZ,Democrat,44306,108315,32.9185209,-111.3663396,0.40904768499284494 +Pinal AZ,Republican,62079,108315,32.9185209,-111.3663396,0.5731339149702257 +Pinal AZ,Other,1930,108315,32.9185209,-111.3663396,0.017818400036929326 +Yavapai AZ,Democrat,33918,100283,34.631071,-112.5772247,0.33822282939281834 +Yavapai AZ,Republican,64468,100283,34.631071,-112.5772247,0.642860704207094 +Yavapai AZ,Other,1897,100283,34.631071,-112.5772247,0.01891646640008775 +Yuma AZ,Democrat,18059,41953,32.7739424,-113.910905,0.4304578933568517 +Yuma AZ,Republican,23352,41953,32.7739424,-113.910905,0.5566228875169833 +Yuma AZ,Other,542,41953,32.7739424,-113.910905,0.012919219126164994 +Arkansas AR,Democrat,2455,6494,34.2895697,-91.3765466,0.37804126886356637 +Arkansas AR,Republican,3897,6494,34.2895697,-91.3765466,0.6000923929781337 +Arkansas AR,Other,142,6494,34.2895697,-91.3765466,0.02186633815829997 +Ashley AR,Democrat,2859,7921,33.1908354,-91.7722672,0.3609392753440222 +Ashley AR,Republican,4867,7921,33.1908354,-91.7722672,0.6144426208812018 +Ashley AR,Other,195,7921,33.1908354,-91.7722672,0.024618103774775912 +Baxter AR,Democrat,5172,19339,36.2802684,-92.3299488,0.2674388541289622 +Baxter AR,Republican,13688,19339,36.2802684,-92.3299488,0.7077925435648172 +Baxter AR,Other,479,19339,36.2802684,-92.3299488,0.02476860230622059 +Benton AR,Democrat,22636,79257,36.3378189,-94.2562984,0.28560253353016135 +Benton AR,Republican,54646,79257,36.3378189,-94.2562984,0.6894785318646933 +Benton AR,Other,1975,79257,36.3378189,-94.2562984,0.02491893460514529 +Boone AR,Democrat,3772,15391,36.3042991,-93.0792364,0.24507829250860894 +Boone AR,Republican,11159,15391,36.3042991,-93.0792364,0.7250341108439997 +Boone AR,Other,460,15391,36.3042991,-93.0792364,0.029887596647391334 +Bradley AR,Democrat,1449,3652,33.4665491,-92.1691559,0.39676889375684554 +Bradley AR,Republican,2134,3652,33.4665491,-92.1691559,0.5843373493975904 +Bradley AR,Other,69,3652,33.4665491,-92.1691559,0.018893756845564075 +Calhoun AR,Democrat,660,2174,33.5604604,-92.513879,0.30358785648574055 +Calhoun AR,Republican,1458,2174,33.5604604,-92.513879,0.6706531738730451 +Calhoun AR,Other,56,2174,33.5604604,-92.513879,0.025758969641214352 +Carroll AR,Democrat,3696,10183,36.3373704,-93.5409718,0.36295787096140625 +Carroll AR,Republican,6125,10183,36.3373704,-93.5409718,0.6014926838849062 +Carroll AR,Other,362,10183,36.3373704,-93.5409718,0.03554944515368752 +Chicot AR,Democrat,2649,4361,33.2671393,-91.2971578,0.6074294886493924 +Chicot AR,Republican,1670,4361,33.2671393,-91.2971578,0.382939692731025 +Chicot AR,Other,42,4361,33.2671393,-91.2971578,0.009630818619582664 +Clark AR,Democrat,3811,8409,34.0533162,-93.1762085,0.45320489951242715 +Clark AR,Republican,4343,8409,34.0533162,-93.1762085,0.5164704483291711 +Clark AR,Other,255,8409,34.0533162,-93.1762085,0.030324652158401712 +Clay AR,Democrat,1738,5110,36.3673021,-90.4187041,0.3401174168297456 +Clay AR,Republican,3225,5110,36.3673021,-90.4187041,0.6311154598825832 +Clay AR,Other,147,5110,36.3673021,-90.4187041,0.028767123287671233 +Cleburne AR,Democrat,2620,11647,35.5663146,-92.0599504,0.22495063106379326 +Cleburne AR,Republican,8693,11647,35.5663146,-92.0599504,0.7463724564265476 +Cleburne AR,Other,334,11647,35.5663146,-92.0599504,0.02867691250965914 +Cleveland AR,Democrat,845,3266,33.8932006,-92.1887141,0.25872627066748316 +Cleveland AR,Republican,2313,3266,33.8932006,-92.1887141,0.7082057562767912 +Cleveland AR,Other,108,3266,33.8932006,-92.1887141,0.03306797305572566 +Columbia AR,Democrat,3557,9455,33.2230377,-93.2328433,0.37620306716023266 +Columbia AR,Republican,5790,9455,33.2230377,-93.2328433,0.612374405076679 +Columbia AR,Other,108,9455,33.2230377,-93.2328433,0.011422527763088313 +Conway AR,Democrat,3005,7730,35.265702,-92.6892479,0.388745148771022 +Conway AR,Republican,4514,7730,35.265702,-92.6892479,0.5839586028460544 +Conway AR,Other,211,7730,35.265702,-92.6892479,0.027296248382923674 +Craighead AR,Democrat,10527,31700,35.8277285,-90.6314213,0.3320820189274448 +Craighead AR,Republican,20350,31700,35.8277285,-90.6314213,0.6419558359621451 +Craighead AR,Other,823,31700,35.8277285,-90.6314213,0.025962145110410093 +Crawford AR,Democrat,4881,20591,35.5830114,-94.2362187,0.23704531105822932 +Crawford AR,Republican,15145,20591,35.5830114,-94.2362187,0.7355155164877859 +Crawford AR,Other,565,20591,35.5830114,-94.2362187,0.02743917245398475 +Crittenden AR,Democrat,9487,16716,35.2118788,-90.3153317,0.5675400813591769 +Crittenden AR,Republican,6998,16716,35.2118788,-90.3153317,0.4186408231634362 +Crittenden AR,Other,231,16716,35.2118788,-90.3153317,0.013819095477386936 +Cross AR,Democrat,2279,6681,35.2856921,-90.7639835,0.3411165993114803 +Cross AR,Republican,4269,6681,35.2856921,-90.7639835,0.6389762011674899 +Cross AR,Other,133,6681,35.2856921,-90.7639835,0.019907199521029786 +Dallas AR,Democrat,1337,3084,33.9678233,-92.6539989,0.4335278858625162 +Dallas AR,Republican,1665,3084,33.9678233,-92.6539989,0.5398832684824902 +Dallas AR,Other,82,3084,33.9678233,-92.6539989,0.026588845654993514 +Desha AR,Democrat,2443,4420,33.8287519,-91.2441034,0.5527149321266969 +Desha AR,Republican,1896,4420,33.8287519,-91.2441034,0.4289592760180995 +Desha AR,Other,81,4420,33.8287519,-91.2441034,0.01832579185520362 +Drew AR,Democrat,2630,6633,33.5872418,-91.7227781,0.3965023368008443 +Drew AR,Republican,3887,6633,33.5872418,-91.7227781,0.586009347203377 +Drew AR,Other,116,6633,33.5872418,-91.7227781,0.017488315995778683 +Faulkner AR,Democrat,13621,41460,35.1465478,-92.3369277,0.3285335262904004 +Faulkner AR,Republican,26722,41460,35.1465478,-92.3369277,0.644524843222383 +Faulkner AR,Other,1117,41460,35.1465478,-92.3369277,0.026941630487216595 +Franklin AR,Democrat,1726,6540,35.5085579,-93.8876647,0.26391437308868504 +Franklin AR,Republican,4631,6540,35.5085579,-93.8876647,0.7081039755351682 +Franklin AR,Other,183,6540,35.5085579,-93.8876647,0.02798165137614679 +Fulton AR,Democrat,1452,4522,36.3836192,-91.8196636,0.32109685979655017 +Fulton AR,Republican,2949,4522,36.3836192,-91.8196636,0.6521450685537373 +Fulton AR,Other,121,4522,36.3836192,-91.8196636,0.026758071649712518 +Garland AR,Democrat,13804,40728,34.5788523,-93.1469323,0.3389314476527205 +Garland AR,Republican,26014,40728,34.5788523,-93.1469323,0.6387252013356904 +Garland AR,Other,910,40728,34.5788523,-93.1469323,0.022343351011589078 +Grant AR,Democrat,1468,6479,34.2855683,-92.4229794,0.22657817564438956 +Grant AR,Republican,4829,6479,34.2855683,-92.4229794,0.7453310696095077 +Grant AR,Other,182,6479,34.2855683,-92.4229794,0.028090754746102793 +Greene AR,Democrat,4000,13761,36.1206072,-90.5663459,0.2906765496693554 +Greene AR,Republican,9071,13761,36.1206072,-90.5663459,0.6591817455126807 +Greene AR,Other,690,13761,36.1206072,-90.5663459,0.05014170481796381 +Hempstead AR,Democrat,2468,6921,33.735953,-93.6643553,0.35659586764918366 +Hempstead AR,Republican,4284,6921,33.735953,-93.6643553,0.6189856957087126 +Hempstead AR,Other,169,6921,33.735953,-93.6643553,0.024418436642103743 +Howard AR,Democrat,1471,4462,34.0830639,-93.9909315,0.3296727924697445 +Howard AR,Republican,2892,4462,34.0830639,-93.9909315,0.6481398476019722 +Howard AR,Other,99,4462,34.0830639,-93.9909315,0.02218735992828328 +Independence AR,Democrat,3281,12397,35.7374992,-91.5599423,0.26466080503347583 +Independence AR,Republican,8728,12397,35.7374992,-91.5599423,0.7040413003145922 +Independence AR,Other,388,12397,35.7374992,-91.5599423,0.03129789465193192 +Izard AR,Democrat,1524,5278,36.0948792,-91.9136252,0.2887457370215991 +Izard AR,Republican,3575,5278,36.0948792,-91.9136252,0.6773399014778325 +Izard AR,Other,179,5278,36.0948792,-91.9136252,0.033914361500568396 +Jackson AR,Democrat,2095,5347,35.5964674,-91.2232051,0.3918084907424724 +Jackson AR,Republican,3072,5347,35.5964674,-91.2232051,0.5745277725827567 +Jackson AR,Other,180,5347,35.5964674,-91.2232051,0.0336637366747709 +Jefferson AR,Democrat,17470,27383,34.277239,-91.929673,0.6379870722711171 +Jefferson AR,Republican,9520,27383,34.277239,-91.929673,0.34766095752839354 +Jefferson AR,Other,393,27383,34.277239,-91.929673,0.014351970200489355 +Johnson AR,Democrat,2799,8098,35.5733586,-93.4663223,0.3456408989874043 +Johnson AR,Republican,5064,8098,35.5733586,-93.4663223,0.6253395900222277 +Johnson AR,Other,235,8098,35.5733586,-93.4663223,0.02901951099036799 +Lafayette AR,Democrat,1173,2929,33.2406294,-93.611514,0.400477978832366 +Lafayette AR,Republican,1713,2929,33.2406294,-93.611514,0.5848412427449642 +Lafayette AR,Other,43,2929,33.2406294,-93.611514,0.014680778422669852 +Lawrence AR,Democrat,1788,5540,36.0410983,-91.1011529,0.3227436823104693 +Lawrence AR,Republican,3536,5540,36.0410983,-91.1011529,0.6382671480144404 +Lawrence AR,Other,216,5540,36.0410983,-91.1011529,0.03898916967509025 +Lee AR,Democrat,2107,3424,34.7795048,-90.7797172,0.6153621495327103 +Lee AR,Republican,1280,3424,34.7795048,-90.7797172,0.37383177570093457 +Lee AR,Other,37,3424,34.7795048,-90.7797172,0.01080607476635514 +Lincoln AR,Democrat,1425,3726,33.957675,-91.7276258,0.3824476650563607 +Lincoln AR,Republican,2199,3726,33.957675,-91.7276258,0.5901771336553945 +Lincoln AR,Other,102,3726,33.957675,-91.7276258,0.027375201288244767 +Logan AR,Democrat,2009,7331,35.2186538,-93.7209102,0.2740417405538126 +Logan AR,Republican,5079,7331,35.2186538,-93.7209102,0.6928113490656118 +Logan AR,Other,243,7331,35.2186538,-93.7209102,0.033146910380575635 +Lonoke AR,Democrat,5625,24114,34.7551137,-91.894132,0.23326698183627767 +Lonoke AR,Republican,17880,24114,34.7551137,-91.894132,0.7414779795969146 +Lonoke AR,Other,609,24114,34.7551137,-91.894132,0.025255038566807664 +Madison AR,Democrat,2099,6568,36.0125452,-93.7240531,0.3195797807551766 +Madison AR,Republican,4263,6568,36.0125452,-93.7240531,0.6490560292326432 +Madison AR,Other,206,6568,36.0125452,-93.7240531,0.03136419001218027 +Marion AR,Democrat,2037,7051,36.2666636,-92.6785765,0.2888951921713232 +Marion AR,Republican,4774,7051,36.2666636,-92.6785765,0.6770670826833073 +Marion AR,Other,240,7051,36.2666636,-92.6785765,0.03403772514536945 +Miller AR,Democrat,4518,15329,33.3055054,-93.9015018,0.2947354687194207 +Miller AR,Republican,10622,15329,33.3055054,-93.9015018,0.6929349598799661 +Miller AR,Other,189,15329,33.3055054,-93.9015018,0.012329571400613217 +Mississippi AR,Democrat,6467,13375,35.7669437,-90.0522072,0.4835140186915888 +Mississippi AR,Republican,6603,13375,35.7669437,-90.0522072,0.4936822429906542 +Mississippi AR,Other,305,13375,35.7669437,-90.0522072,0.02280373831775701 +Monroe AR,Democrat,1583,3230,34.6795117,-91.2033099,0.49009287925696593 +Monroe AR,Republican,1585,3230,34.6795117,-91.2033099,0.4907120743034056 +Monroe AR,Other,62,3230,34.6795117,-91.2033099,0.019195046439628483 +Montgomery AR,Democrat,920,3404,34.5456557,-93.664153,0.2702702702702703 +Montgomery AR,Republican,2369,3404,34.5456557,-93.664153,0.6959459459459459 +Montgomery AR,Other,115,3404,34.5456557,-93.664153,0.033783783783783786 +Nevada AR,Democrat,1314,3384,33.6666991,-93.3050716,0.3882978723404255 +Nevada AR,Republican,1996,3384,33.6666991,-93.3050716,0.5898345153664303 +Nevada AR,Other,74,3384,33.6666991,-93.3050716,0.02186761229314421 +Newton AR,Democrat,993,3661,35.9107423,-93.2158984,0.2712373668396613 +Newton AR,Republican,2508,3661,35.9107423,-93.2158984,0.6850587271237367 +Newton AR,Other,160,3661,35.9107423,-93.2158984,0.04370390603660202 +Ouachita AR,Democrat,4633,10315,33.5911684,-92.8784131,0.4491517207949588 +Ouachita AR,Republican,5521,10315,33.5911684,-92.8784131,0.5352399418322831 +Ouachita AR,Other,161,10315,33.5911684,-92.8784131,0.01560833737275812 +Perry AR,Democrat,1187,3938,34.9463629,-92.9268773,0.30142204164550535 +Perry AR,Republican,2581,3938,34.9463629,-92.9268773,0.6554088369730828 +Perry AR,Other,170,3938,34.9463629,-92.9268773,0.043169121381411886 +Phillips AR,Democrat,5202,7930,34.4236874,-90.8555931,0.6559899117276167 +Phillips AR,Republican,2598,7930,34.4236874,-90.8555931,0.32761664564943255 +Phillips AR,Other,130,7930,34.4236874,-90.8555931,0.01639344262295082 +Pike AR,Democrat,851,3788,34.1581907,-93.6586589,0.22465681098204857 +Pike AR,Republican,2847,3788,34.1581907,-93.6586589,0.7515839493136219 +Pike AR,Other,90,3788,34.1581907,-93.6586589,0.02375923970432946 +Poinsett AR,Democrat,2390,7560,35.5688702,-90.6811037,0.31613756613756616 +Poinsett AR,Republican,4974,7560,35.5688702,-90.6811037,0.6579365079365079 +Poinsett AR,Other,196,7560,35.5688702,-90.6811037,0.025925925925925925 +Polk AR,Democrat,1556,7726,34.4909149,-94.2308841,0.20139787729743722 +Polk AR,Republican,5955,7726,34.4909149,-94.2308841,0.7707740098369144 +Polk AR,Other,215,7726,34.4909149,-94.2308841,0.02782811286564846 +Pope AR,Democrat,5126,20439,35.456557,-93.0268181,0.25079504868144237 +Pope AR,Republican,14763,20439,35.456557,-93.0268181,0.7222956113312784 +Pope AR,Other,550,20439,35.456557,-93.0268181,0.02690933998727922 +Prairie AR,Democrat,880,3141,34.8311162,-91.5536205,0.2801655523718561 +Prairie AR,Republican,2153,3141,34.8311162,-91.5536205,0.6854504934734161 +Prairie AR,Other,108,3141,34.8311162,-91.5536205,0.034383954154727794 +Pulaski AR,Democrat,87248,159381,34.7703106,-92.312996,0.5474178227015767 +Pulaski AR,Republican,68984,159381,34.7703106,-92.312996,0.4328244897446998 +Pulaski AR,Other,3149,159381,34.7703106,-92.312996,0.01975768755372347 +Randolph AR,Democrat,2046,5956,36.3412985,-91.0284409,0.3435191403626595 +Randolph AR,Republican,3701,5956,36.3412985,-91.0284409,0.621390194761585 +Randolph AR,Other,209,5956,36.3412985,-91.0284409,0.03509066487575554 +Saline AR,Democrat,12869,47062,34.6485246,-92.674463,0.2734477922740215 +Saline AR,Republican,32963,47062,34.6485246,-92.674463,0.7004164718881476 +Saline AR,Other,1230,47062,34.6485246,-92.674463,0.026135735837830947 +Scott AR,Democrat,897,3640,34.8588693,-94.0636413,0.24642857142857144 +Scott AR,Republican,2631,3640,34.8588693,-94.0636413,0.7228021978021978 +Scott AR,Other,112,3640,34.8588693,-94.0636413,0.03076923076923077 +Searcy AR,Democrat,814,3694,35.8963868,-92.6958884,0.22035733622089876 +Searcy AR,Republican,2699,3694,35.8963868,-92.6958884,0.7306442880346508 +Searcy AR,Other,181,3694,35.8963868,-92.6958884,0.04899837574445046 +Sebastian AR,Democrat,13092,43362,35.1969808,-94.2749889,0.3019233430192334 +Sebastian AR,Republican,29169,43362,35.1969808,-94.2749889,0.6726857617268576 +Sebastian AR,Other,1101,43362,35.1969808,-94.2749889,0.025390895253908953 +Sevier AR,Democrat,1042,4330,33.9948773,-94.2432792,0.24064665127020785 +Sevier AR,Republican,3136,4330,33.9948773,-94.2432792,0.7242494226327945 +Sevier AR,Other,152,4330,33.9948773,-94.2432792,0.03510392609699769 +Sharp AR,Democrat,2092,7283,36.1733989,-91.4710689,0.2872442674721955 +Sharp AR,Republican,4921,7283,36.1733989,-91.4710689,0.6756830976246052 +Sharp AR,Other,270,7283,36.1733989,-91.4710689,0.03707263490319923 +Stone AR,Democrat,1356,5354,35.8570011,-92.1404819,0.25326858423608517 +Stone AR,Republican,3776,5354,35.8570011,-92.1404819,0.7052670900261486 +Stone AR,Other,222,5354,35.8570011,-92.1404819,0.04146432573776616 +Union AR,Democrat,6196,17177,33.1682186,-92.5981447,0.3607149094719683 +Union AR,Republican,10699,17177,33.1682186,-92.5981447,0.6228677883215928 +Union AR,Other,282,17177,33.1682186,-92.5981447,0.016417302206438843 +Washington AR,Democrat,28236,70460,35.978001,-94.2172695,0.4007380073800738 +Washington AR,Republican,39688,70460,35.978001,-94.2172695,0.5632699403917116 +Washington AR,Other,2536,70460,35.978001,-94.2172695,0.03599205222821459 +White AR,Democrat,5765,26514,35.2551175,-91.7530339,0.21743229991702498 +White AR,Republican,20011,26514,35.2551175,-91.7530339,0.7547333484197027 +White AR,Other,738,26514,35.2551175,-91.7530339,0.027834351663272233 +Woodruff AR,Democrat,1340,2685,35.1927768,-91.2445353,0.49906890130353815 +Woodruff AR,Republican,1227,2685,35.1927768,-91.2445353,0.4569832402234637 +Woodruff AR,Other,118,2685,35.1927768,-91.2445353,0.04394785847299814 +Yell AR,Democrat,1722,5974,34.9977133,-93.4083032,0.2882490793438232 +Yell AR,Republican,4042,5974,34.9977133,-93.4083032,0.67659859390693 +Yell AR,Other,210,5974,34.9977133,-93.4083032,0.03515232674924674 +Alameda CA,Democrat,469684,595642,37.6471385,-121.912488,0.7885340523334486 +Alameda CA,Republican,108182,595642,37.6471385,-121.912488,0.1816225182240339 +Alameda CA,Other,17776,595642,37.6471385,-121.912488,0.029843429442517486 +Alpine CA,Democrat,389,653,38.6217831,-119.7983522,0.5957120980091883 +Alpine CA,Republican,236,653,38.6217831,-119.7983522,0.3614088820826952 +Alpine CA,Other,28,653,38.6217831,-119.7983522,0.042879019908116385 +Amador CA,Democrat,6830,17649,38.4435501,-120.6538563,0.3869907643492549 +Amador CA,Republican,10281,17649,38.4435501,-120.6538563,0.5825259221485637 +Amador CA,Other,538,17649,38.4435501,-120.6538563,0.030483313502181426 +Butte CA,Democrat,42669,90752,39.6659588,-121.6019188,0.4701714562764457 +Butte CA,Republican,44479,90752,39.6659588,-121.6019188,0.4901159203102962 +Butte CA,Other,3604,90752,39.6659588,-121.6019188,0.03971262341325811 +Calaveras CA,Democrat,8670,21786,38.1838996,-120.5614415,0.3979619939410631 +Calaveras CA,Republican,12365,21786,38.1838996,-120.5614415,0.5675663269989901 +Calaveras CA,Other,751,21786,38.1838996,-120.5614415,0.034471679059946754 +Colusa CA,Democrat,2314,6034,39.1777385,-122.2375629,0.3834935366257872 +Colusa CA,Republican,3601,6034,39.1777385,-122.2375629,0.5967848856479947 +Colusa CA,Other,119,6034,39.1777385,-122.2375629,0.019721577726218097 +Fresno CA,Democrat,129129,258827,36.7610058,-119.6550193,0.4989008101936815 +Fresno CA,Republican,124490,258827,36.7610058,-119.6550193,0.48097764143617167 +Fresno CA,Other,5208,258827,36.7610058,-119.6550193,0.020121548370146854 +Glenn CA,Democrat,3301,9211,39.6025462,-122.4016998,0.35837585495603086 +Glenn CA,Republican,5632,9211,39.6025462,-122.4016998,0.61144284008251 +Glenn CA,Other,278,9211,39.6025462,-122.4016998,0.030181304961459127 +Humboldt CA,Democrat,34457,57470,40.7066554,-123.9261757,0.5995649904297895 +Humboldt CA,Republican,18825,57470,40.7066554,-123.9261757,0.3275622063685401 +Humboldt CA,Other,4188,57470,40.7066554,-123.9261757,0.07287280320167043 +Imperial CA,Democrat,25136,38565,33.0408143,-115.3554001,0.6517827045248282 +Imperial CA,Republican,12777,38565,33.0408143,-115.3554001,0.3313107740178919 +Imperial CA,Other,652,38565,33.0408143,-115.3554001,0.016906521457279916 +Inyo CA,Democrat,3422,8036,36.561977,-117.4039269,0.4258337481333997 +Inyo CA,Republican,4340,8036,36.561977,-117.4039269,0.5400696864111498 +Inyo CA,Other,274,8036,36.561977,-117.4039269,0.03409656545545047 +Kern CA,Democrat,89495,221472,35.3466288,-118.7295064,0.4040917136251987 +Kern CA,Republican,126618,221472,35.3466288,-118.7295064,0.571711096662332 +Kern CA,Other,5359,221472,35.3466288,-118.7295064,0.024197189712469296 +Kings CA,Democrat,12979,31418,36.072478,-119.8155301,0.4131071360366669 +Kings CA,Republican,17671,31418,36.072478,-119.8155301,0.5624482780571647 +Kings CA,Other,768,31418,36.072478,-119.8155301,0.02444458590616844 +Lake CA,Democrat,13163,23391,39.0948019,-122.7467569,0.5627378051387286 +Lake CA,Republican,9200,23391,39.0948019,-122.7467569,0.39331366764995085 +Lake CA,Other,1028,23391,39.0948019,-122.7467569,0.043948527211320594 +Lassen CA,Democrat,3053,10683,40.7210862,-120.6299518,0.2857811476177104 +Lassen CA,Republican,7296,10683,40.7210862,-120.6299518,0.6829542263409155 +Lassen CA,Other,334,10683,40.7210862,-120.6299518,0.031264626041374144 +Madera CA,Democrat,16018,39866,37.2098213,-119.7498023,0.4017960166557969 +Madera CA,Republican,22852,39866,37.2098213,-119.7498023,0.5732202879646817 +Madera CA,Other,996,39866,37.2098213,-119.7498023,0.024983695379521397 +Marin CA,Democrat,99896,134516,38.0518169,-122.7459738,0.7426328466502126 +Marin CA,Republican,30880,134516,38.0518169,-122.7459738,0.229563769365726 +Marin CA,Other,3740,134516,38.0518169,-122.7459738,0.027803383984061375 +Mariposa CA,Democrat,3498,9000,37.5700295,-119.9128613,0.38866666666666666 +Mariposa CA,Republican,5140,9000,37.5700295,-119.9128613,0.5711111111111111 +Mariposa CA,Other,362,9000,37.5700295,-119.9128613,0.04022222222222222 +Mendocino CA,Democrat,23193,35017,39.4323876,-123.4428811,0.6623354370734215 +Mendocino CA,Republican,9658,35017,39.4323876,-123.4428811,0.27580889282348575 +Mendocino CA,Other,2166,35017,39.4323876,-123.4428811,0.061855670103092786 +Merced CA,Democrat,33005,62057,37.1948063,-120.7228019,0.5318497510353385 +Merced CA,Republican,27581,62057,37.1948063,-120.7228019,0.4444462349130638 +Merced CA,Other,1471,62057,37.1948063,-120.7228019,0.023704014051597725 +Modoc CA,Democrat,1111,3986,41.5929185,-120.7183704,0.2787255393878575 +Modoc CA,Republican,2777,3986,41.5929185,-120.7183704,0.6966884094330156 +Modoc CA,Other,98,3986,41.5929185,-120.7183704,0.024586051179126944 +Mono CA,Democrat,2733,5181,37.9158363,-118.8751668,0.527504342790967 +Mono CA,Republican,2285,5181,37.9158363,-118.8751668,0.44103454931480407 +Mono CA,Other,163,5181,37.9158363,-118.8751668,0.031461107894228915 +Monterey CA,Democrat,82920,123518,36.240107,-121.3155723,0.6713191599604916 +Monterey CA,Republican,37390,123518,36.240107,-121.3155723,0.30270891691899154 +Monterey CA,Other,3208,123518,36.240107,-121.3155723,0.025971923120516847 +Napa CA,Democrat,35870,56968,38.5070999,-122.3259045,0.6296517343069794 +Napa CA,Republican,19526,56968,38.5070999,-122.3259045,0.34275382670973176 +Napa CA,Other,1572,56968,38.5070999,-122.3259045,0.027594438983288862 +Nevada CA,Democrat,24663,51676,39.2975082,-120.7713429,0.4772621719947364 +Nevada CA,Republican,24986,51676,39.2975082,-120.7713429,0.48351265577831104 +Nevada CA,Other,2027,51676,39.2975082,-120.7713429,0.03922517222695255 +Orange CA,Democrat,512440,1122664,33.6756872,-117.7772068,0.45645001532070145 +Orange CA,Republican,582332,1122664,33.6756872,-117.7772068,0.5187055076140323 +Orange CA,Other,27892,1122664,33.6756872,-117.7772068,0.02484447706526619 +Placer CA,Democrat,66818,171322,39.0620323,-120.7227181,0.39001412544798686 +Placer CA,Republican,99921,171322,39.0620323,-120.7227181,0.5832350778067031 +Placer CA,Other,4583,171322,39.0620323,-120.7227181,0.02675079674531 +Plumas CA,Democrat,4026,10047,39.9922953,-120.8243709,0.40071663183039713 +Plumas CA,Republican,5721,10047,39.9922953,-120.8243709,0.5694237085697224 +Plumas CA,Other,300,10047,39.9922953,-120.8243709,0.029859659599880562 +Riverside CA,Democrat,329063,661907,33.7298275,-116.0022389,0.49714385857831994 +Riverside CA,Republican,318127,661907,33.7298275,-116.0022389,0.48062190005544586 +Riverside CA,Other,14717,661907,33.7298275,-116.0022389,0.02223424136623423 +Sacramento CA,Democrat,300503,516809,38.4500161,-121.3404408,0.5814585272315305 +Sacramento CA,Republican,202514,516809,38.4500161,-121.3404408,0.39185463101455276 +Sacramento CA,Other,13792,516809,38.4500161,-121.3404408,0.026686841753916824 +Shasta CA,Democrat,25819,76335,40.7605142,-122.0435556,0.3382327896770813 +Shasta CA,Republican,48067,76335,40.7605142,-122.0435556,0.6296849413768258 +Shasta CA,Other,2449,76335,40.7605142,-122.0435556,0.03208226894609288 +Sierra CA,Democrat,653,1795,39.5769252,-120.5219926,0.3637883008356546 +Sierra CA,Republican,1056,1795,39.5769252,-120.5219926,0.5883008356545961 +Sierra CA,Other,86,1795,39.5769252,-120.5219926,0.0479108635097493 +Siskiyou CA,Democrat,8046,19910,41.5879861,-122.5332868,0.40411853340030135 +Siskiyou CA,Republican,11077,19910,41.5879861,-122.5332868,0.556353591160221 +Siskiyou CA,Other,787,19910,41.5879861,-122.5332868,0.03952787543947765 +Solano CA,Democrat,96783,152444,38.2672255,-121.939594,0.6348757576552702 +Solano CA,Republican,52092,152444,38.2672255,-121.939594,0.3417123665083572 +Solano CA,Other,3569,152444,38.2672255,-121.939594,0.023411875836372702 +Sonoma CA,Democrat,153942,216508,38.5251824,-122.9261095,0.7110222255066787 +Sonoma CA,Republican,54784,216508,38.5251824,-122.9261095,0.2530345299018974 +Sonoma CA,Other,7782,216508,38.5251824,-122.9261095,0.035943244591423874 +Stanislaus CA,Democrat,77724,155369,37.5623162,-121.0028311,0.5002542334699972 +Stanislaus CA,Republican,73459,155369,37.5623162,-121.0028311,0.47280345500067583 +Stanislaus CA,Other,4186,155369,37.5623162,-121.0028311,0.026942311529326957 +Sutter CA,Democrat,12192,31026,39.0361898,-121.7039397,0.39296074260297814 +Sutter CA,Republican,18122,31026,39.0361898,-121.7039397,0.5840907625862181 +Sutter CA,Other,712,31026,39.0361898,-121.7039397,0.02294849481080384 +Tehama CA,Democrat,7934,22977,40.1261573,-122.2322737,0.3453018235626931 +Tehama CA,Republican,14235,22977,40.1261573,-122.2322737,0.6195325760543152 +Tehama CA,Other,808,22977,40.1261573,-122.2322737,0.035165600382991685 +Trinity CA,Democrat,2674,5674,40.6478033,-123.114476,0.4712724709199859 +Trinity CA,Republican,2716,5674,40.6478033,-123.114476,0.4786746563271061 +Trinity CA,Other,284,5674,40.6478033,-123.114476,0.050052872752908 +Tulare CA,Democrat,41752,101100,36.2288339,-118.7810551,0.41297725024727994 +Tulare CA,Republican,56956,101100,36.2288339,-118.7810551,0.5633630069238378 +Tulare CA,Other,2392,101100,36.2288339,-118.7810551,0.023659742828882294 +Tuolumne CA,Democrat,9998,24687,38.0214344,-119.9647335,0.4049904808198647 +Tuolumne CA,Republican,13880,24687,38.0214344,-119.9647335,0.5622392352250172 +Tuolumne CA,Other,809,24687,38.0214344,-119.9647335,0.03277028395511808 +Ventura CA,Democrat,170929,326974,34.3587415,-119.1331432,0.5227602194669912 +Ventura CA,Republican,147958,326974,34.3587415,-119.1331432,0.45250692715628765 +Ventura CA,Other,8087,326974,34.3587415,-119.1331432,0.024732853376721084 +Yolo CA,Democrat,48715,74475,38.6795955,-121.9024413,0.6541121181604566 +Yolo CA,Republican,23368,74475,38.6795955,-121.9024413,0.31376972138301445 +Yolo CA,Other,2392,74475,38.6795955,-121.9024413,0.03211816045652904 +Yuba CA,Democrat,7711,19700,39.27013,-121.3442587,0.3914213197969543 +Yuba CA,Republican,11275,19700,39.27013,-121.3442587,0.5723350253807107 +Yuba CA,Other,714,19700,39.27013,-121.3442587,0.03624365482233503 +Adams CO,Democrat,100649,176230,39.8743252,-104.3318718,0.5711229643080066 +Adams CO,Republican,70972,176230,39.8743252,-104.3318718,0.4027237133291721 +Adams CO,Other,4609,176230,39.8743252,-104.3318718,0.026153322362821314 +Alamosa CO,Democrat,3811,6715,37.5684423,-105.7880414,0.5675353685778108 +Alamosa CO,Republican,2705,6715,37.5684423,-105.7880414,0.4028294862248697 +Alamosa CO,Other,199,6715,37.5684423,-105.7880414,0.029635145197319433 +Arapahoe CO,Democrat,153905,285516,39.6445537,-104.3317065,0.5390415948668376 +Arapahoe CO,Republican,125588,285516,39.6445537,-104.3317065,0.43986326510598356 +Arapahoe CO,Other,6023,285516,39.6445537,-104.3317065,0.02109514002717886 +Archuleta CO,Democrat,2679,6734,37.2023952,-107.0508634,0.3978318978318978 +Archuleta CO,Republican,3872,6734,37.2023952,-107.0508634,0.574992574992575 +Archuleta CO,Other,183,6734,37.2023952,-107.0508634,0.027175527175527174 +Baca CO,Democrat,467,2106,37.3097802,-102.5437412,0.22174738841405509 +Baca CO,Republican,1559,2106,37.3097802,-102.5437412,0.7402659069325735 +Baca CO,Other,80,2106,37.3097802,-102.5437412,0.03798670465337132 +Bent CO,Democrat,815,1942,37.9318907,-103.0775841,0.4196704428424305 +Bent CO,Republican,1075,1942,37.9318907,-103.0775841,0.5535530381050463 +Bent CO,Other,52,1942,37.9318907,-103.0775841,0.026776519052523172 +Boulder CO,Democrat,125091,179499,40.0949699,-105.3976911,0.6968896762656059 +Boulder CO,Republican,49981,179499,40.0949699,-105.3976911,0.27844723368932417 +Boulder CO,Other,4427,179499,40.0949699,-105.3976911,0.024663090045069887 +Broomfield CO,Democrat,16966,32777,39.9535933,-105.0507868,0.5176190621472374 +Broomfield CO,Republican,15008,32777,39.9535933,-105.0507868,0.4578820514385087 +Broomfield CO,Other,803,32777,39.9535933,-105.0507868,0.024498886414253896 +Chaffee CO,Democrat,5086,10462,38.7382234,-106.3166833,0.4861403173389409 +Chaffee CO,Republican,5070,10462,38.7382234,-106.3166833,0.4846109730453068 +Chaffee CO,Other,306,10462,38.7382234,-106.3166833,0.029248709615752246 +Cheyenne CO,Democrat,172,1093,38.8356456,-102.6017914,0.15736505032021958 +Cheyenne CO,Republican,889,1093,38.8356456,-102.6017914,0.8133577310155535 +Cheyenne CO,Other,32,1093,38.8356456,-102.6017914,0.0292772186642269 +Conejos CO,Democrat,2213,4101,37.2134065,-106.1764473,0.539624481833699 +Conejos CO,Republican,1835,4101,37.2134065,-106.1764473,0.44745184101438673 +Conejos CO,Other,53,4101,37.2134065,-106.1764473,0.012923677151914167 +Costilla CO,Democrat,1340,1837,37.2775474,-105.4289399,0.7294501905280348 +Costilla CO,Republican,446,1837,37.2775474,-105.4289399,0.24278715296679368 +Costilla CO,Other,51,1837,37.2775474,-105.4289399,0.027762656505171474 +Crowley CO,Democrat,535,1502,38.3061801,-103.7727363,0.3561917443408788 +Crowley CO,Republican,924,1502,38.3061801,-103.7727363,0.6151797603195739 +Crowley CO,Other,43,1502,38.3061801,-103.7727363,0.02862849533954727 +Custer CO,Democrat,868,2715,38.1019955,-105.3735123,0.3197053406998158 +Custer CO,Republican,1788,2715,38.1019955,-105.3735123,0.6585635359116022 +Custer CO,Other,59,2715,38.1019955,-105.3735123,0.021731123388581953 +Delta CO,Democrat,4622,15925,38.8615949,-107.8648924,0.29023547880690737 +Delta CO,Republican,10915,15925,38.8615949,-107.8648924,0.6854003139717425 +Delta CO,Other,388,15925,38.8615949,-107.8648924,0.02436420722135008 +Denver CO,Democrat,222018,301694,39.7618502,-104.8811054,0.7359045920701107 +Denver CO,Republican,73111,301694,39.7618502,-104.8811054,0.2423349486565858 +Denver CO,Other,6565,301694,39.7618502,-104.8811054,0.021760459273303414 +Dolores CO,Democrat,334,1245,37.7117226,-108.5241156,0.26827309236947794 +Dolores CO,Republican,859,1245,37.7117226,-108.5241156,0.6899598393574298 +Dolores CO,Other,52,1245,37.7117226,-108.5241156,0.04176706827309237 +Douglas CO,Democrat,60991,167781,39.325414,-104.9259871,0.3635155351321067 +Douglas CO,Republican,104204,167781,39.325414,-104.9259871,0.6210715158450599 +Douglas CO,Other,2586,167781,39.325414,-104.9259871,0.015412949022833336 +Eagle CO,Democrat,12792,22668,39.6269919,-106.6951694,0.5643197458973002 +Eagle CO,Republican,9411,22668,39.6269919,-106.6951694,0.4151667548967708 +Eagle CO,Other,465,22668,39.6269919,-106.6951694,0.020513499205929063 +Elbert CO,Democrat,3603,14178,39.3151572,-104.1140759,0.25412611087600506 +Elbert CO,Republican,10266,14178,39.3151572,-104.1140759,0.7240795598815065 +Elbert CO,Other,309,14178,39.3151572,-104.1140759,0.021794329242488364 +Fremont CO,Democrat,6704,20416,38.4551696,-105.4249583,0.3283699059561129 +Fremont CO,Republican,13174,20416,38.4551696,-105.4249583,0.6452782131661442 +Fremont CO,Other,538,20416,38.4551696,-105.4249583,0.026351880877742945 +Garfield CO,Democrat,11305,24408,39.5993517,-107.9097802,0.46316781383153066 +Garfield CO,Republican,12535,24408,39.5993517,-107.9097802,0.5135611274991806 +Garfield CO,Other,568,24408,39.5993517,-107.9097802,0.023271058669288757 +Gilpin CO,Democrat,1892,3338,39.8611555,-105.5288778,0.566806470940683 +Gilpin CO,Republican,1346,3338,39.8611555,-105.5288778,0.40323547034152185 +Gilpin CO,Other,100,3338,39.8611555,-105.5288778,0.029958058717795086 +Grand CO,Democrat,3684,8187,40.1130652,-106.1108366,0.44998167827042873 +Grand CO,Republican,4253,8187,40.1130652,-106.1108366,0.519482105777452 +Grand CO,Other,250,8187,40.1130652,-106.1108366,0.030536215952119212 +Gunnison CO,Democrat,5044,8667,38.6704993,-107.0568798,0.581977616245529 +Gunnison CO,Republican,3341,8667,38.6704993,-107.0568798,0.3854851736471674 +Gunnison CO,Other,282,8667,38.6704993,-107.0568798,0.032537210107303566 +Hinsdale CO,Democrat,229,600,37.8211654,-107.3382613,0.38166666666666665 +Hinsdale CO,Republican,353,600,37.8211654,-107.3382613,0.5883333333333334 +Hinsdale CO,Other,18,600,37.8211654,-107.3382613,0.03 +Huerfano CO,Democrat,1953,3714,37.6878154,-104.9599278,0.5258481421647819 +Huerfano CO,Republican,1646,3714,37.6878154,-104.9599278,0.44318793753365643 +Huerfano CO,Other,115,3714,37.6878154,-104.9599278,0.03096392030156166 +Jackson CO,Democrat,216,848,40.6634319,-106.3292476,0.25471698113207547 +Jackson CO,Republican,600,848,40.6634319,-106.3292476,0.7075471698113207 +Jackson CO,Other,32,848,40.6634319,-106.3292476,0.03773584905660377 +Jefferson CO,Democrat,159296,311052,39.5795106,-105.245462,0.5121201599732521 +Jefferson CO,Republican,144197,311052,39.5795106,-105.245462,0.46357843704589585 +Jefferson CO,Other,7559,311052,39.5795106,-105.245462,0.024301402980852076 +Kiowa CO,Democrat,118,821,38.387663,-102.7568494,0.14372716199756394 +Kiowa CO,Republican,677,821,38.387663,-102.7568494,0.8246041412911084 +Kiowa CO,Other,26,821,38.387663,-102.7568494,0.031668696711327646 +Lake CO,Democrat,1839,3040,39.2053405,-106.350079,0.6049342105263158 +Lake CO,Republican,1098,3040,39.2053405,-106.350079,0.3611842105263158 +Lake CO,Other,103,3040,39.2053405,-106.350079,0.03388157894736842 +Larimer CO,Democrat,92747,180180,40.6580933,-105.4867638,0.5147463647463647 +Larimer CO,Republican,82376,180180,40.6580933,-105.4867638,0.45718725718725717 +Larimer CO,Other,5057,180180,40.6580933,-105.4867638,0.028066378066378066 +Lincoln CO,Democrat,552,2287,38.9937401,-103.5075545,0.24136423261915171 +Lincoln CO,Republican,1687,2287,38.9937401,-103.5075545,0.7376475732400525 +Lincoln CO,Other,48,2287,38.9937401,-103.5075545,0.020988194140795804 +Logan CO,Democrat,2712,9124,40.7280911,-103.0904639,0.29723805348531346 +Logan CO,Republican,6179,9124,40.7280911,-103.0904639,0.677224901359053 +Logan CO,Other,233,9124,40.7280911,-103.0904639,0.025537045155633493 +Mesa CO,Democrat,23846,72947,39.019524,-108.4605707,0.32689486887740415 +Mesa CO,Republican,47472,72947,39.019524,-108.4605707,0.6507738495071764 +Mesa CO,Other,1629,72947,39.019524,-108.4605707,0.022331281615419415 +Mineral CO,Democrat,291,650,37.5490672,-107.003236,0.44769230769230767 +Mineral CO,Republican,344,650,37.5490672,-107.003236,0.5292307692307693 +Mineral CO,Other,15,650,37.5490672,-107.003236,0.023076923076923078 +Moffat CO,Democrat,1330,6168,40.6108644,-108.2171545,0.21562905317769132 +Moffat CO,Republican,4695,6168,40.6108644,-108.2171545,0.7611867704280155 +Moffat CO,Other,143,6168,40.6108644,-108.2171545,0.023184176394293127 +Montezuma CO,Democrat,4542,12318,37.3380247,-108.5957864,0.3687286897223575 +Montezuma CO,Republican,7401,12318,37.3380247,-108.5957864,0.600828056502679 +Montezuma CO,Other,375,12318,37.3380247,-108.5957864,0.03044325377496347 +Montrose CO,Democrat,6138,20130,38.4075069,-108.2662815,0.30491803278688523 +Montrose CO,Republican,13552,20130,38.4075069,-108.2662815,0.673224043715847 +Montrose CO,Other,440,20130,38.4075069,-108.2662815,0.02185792349726776 +Morgan CO,Democrat,3912,10777,40.263159,-103.8122102,0.3629952676997309 +Morgan CO,Republican,6602,10777,40.263159,-103.8122102,0.6126009093439733 +Morgan CO,Other,263,10777,40.263159,-103.8122102,0.024403822956295815 +Otero CO,Democrat,3647,8192,37.8841698,-103.7212597,0.4451904296875 +Otero CO,Republican,4382,8192,37.8841698,-103.7212597,0.534912109375 +Otero CO,Other,163,8192,37.8841698,-103.7212597,0.0198974609375 +Ouray CO,Democrat,1646,3202,38.1547313,-107.7884802,0.514053716427233 +Ouray CO,Republican,1481,3202,38.1547313,-107.7884802,0.4625234228607121 +Ouray CO,Other,75,3202,38.1547313,-107.7884802,0.023422860712054967 +Park CO,Democrat,3862,9366,39.1189141,-105.7176479,0.41234251548152895 +Park CO,Republican,5236,9366,39.1189141,-105.7176479,0.5590433482810164 +Park CO,Other,268,9366,39.1189141,-105.7176479,0.028614136237454624 +Phillips CO,Democrat,588,2265,40.5947117,-102.3451047,0.2596026490066225 +Phillips CO,Republican,1637,2265,40.5947117,-102.3451047,0.7227373068432671 +Phillips CO,Other,40,2265,40.5947117,-102.3451047,0.017660044150110375 +Pitkin CO,Democrat,6849,10075,39.2175376,-106.9161587,0.6798014888337469 +Pitkin CO,Republican,3024,10075,39.2175376,-106.9161587,0.3001488833746898 +Pitkin CO,Other,202,10075,39.2175376,-106.9161587,0.020049627791563277 +Prowers CO,Democrat,1519,4863,37.9581814,-102.3921613,0.3123586263623278 +Prowers CO,Republican,3230,4863,37.9581814,-102.3921613,0.6641990540818424 +Prowers CO,Other,114,4863,37.9581814,-102.3921613,0.023442319555829736 +Pueblo CO,Democrat,42551,76194,38.1706581,-104.4898924,0.5584560464078536 +Pueblo CO,Republican,31894,76194,38.1706581,-104.4898924,0.41858939024070135 +Pueblo CO,Other,1749,76194,38.1706581,-104.4898924,0.022954563351444995 +Routt CO,Democrat,7547,13317,40.4836638,-106.9877021,0.5667192310580461 +Routt CO,Republican,5469,13317,40.4836638,-106.9877021,0.4106780806487948 +Routt CO,Other,301,13317,40.4836638,-106.9877021,0.02260268829315912 +Saguache CO,Democrat,1864,2930,38.0316514,-106.2346662,0.6361774744027304 +Saguache CO,Republican,964,2930,38.0316514,-106.2346662,0.3290102389078498 +Saguache CO,Other,102,2930,38.0316514,-106.2346662,0.0348122866894198 +Sedgwick CO,Democrat,419,1338,40.8715679,-102.3553579,0.3131539611360239 +Sedgwick CO,Republican,881,1338,40.8715679,-102.3553579,0.6584454409566517 +Sedgwick CO,Other,38,1338,40.8715679,-102.3553579,0.028400597907324365 +Summit CO,Democrat,9347,15312,39.6210227,-106.1375545,0.6104362591431557 +Summit CO,Republican,5571,15312,39.6210227,-106.1375545,0.3638322884012539 +Summit CO,Other,394,15312,39.6210227,-106.1375545,0.025731452455590387 +Teller CO,Democrat,4333,13407,38.8699759,-105.1873651,0.32318937868277764 +Teller CO,Republican,8702,13407,38.8699759,-105.1873651,0.6490639218318789 +Teller CO,Other,372,13407,38.8699759,-105.1873651,0.027746699485343477 +Washington CO,Democrat,468,2591,39.9657899,-103.2097445,0.18062524121960633 +Washington CO,Republican,2076,2591,39.9657899,-103.2097445,0.8012350443844075 +Washington CO,Other,47,2591,39.9657899,-103.2097445,0.018139714395986106 +Weld CO,Democrat,49050,115866,40.555961,-104.383666,0.4233338511729066 +Weld CO,Republican,63775,115866,40.555961,-104.383666,0.5504203131203287 +Weld CO,Other,3041,115866,40.555961,-104.383666,0.02624583570676471 +Yuma CO,Democrat,987,4577,40.0007703,-102.4216491,0.21564343456412496 +Yuma CO,Republican,3490,4577,40.0007703,-102.4216491,0.762508193139611 +Yuma CO,Other,100,4577,40.0007703,-102.4216491,0.021848372296263928 +Fairfield CT,Democrat,217294,396130,41.2274128,-73.3670614,0.5485421452553455 +Fairfield CT,Republican,175168,396130,41.2274128,-73.3670614,0.44219826824527303 +Fairfield CT,Other,3668,396130,41.2274128,-73.3670614,0.009259586499381516 +Hartford CT,Democrat,244639,392240,41.8060534,-72.7329157,0.6236972261880481 +Hartford CT,Republican,143238,392240,41.8060534,-72.7329157,0.36517948194982663 +Hartford CT,Other,4363,392240,41.8060534,-72.7329157,0.01112329186212523 +Litchfield CT,Democrat,43856,92427,41.7918833,-73.2354042,0.47449338396788815 +Litchfield CT,Republican,47201,92427,41.7918833,-73.2354042,0.5106841074577775 +Litchfield CT,Other,1370,92427,41.7918833,-73.2354042,0.01482250857433434 +Middlesex CT,Democrat,47855,83538,41.4330028,-72.5227802,0.5728530728530729 +Middlesex CT,Republican,34591,83538,41.4330028,-72.5227802,0.41407503172209054 +Middlesex CT,Other,1092,83538,41.4330028,-72.5227802,0.013071895424836602 +Tolland CT,Democrat,39366,70928,41.8580807,-72.3409779,0.5550135348522446 +Tolland CT,Republican,30450,70928,41.8580807,-72.3409779,0.42930859463117527 +Tolland CT,Other,1112,70928,41.8580807,-72.3409779,0.015677870516580195 +Windham CT,Democrat,25957,46494,41.8249987,-71.9907017,0.558287090807416 +Windham CT,Republican,19768,46494,41.8249987,-71.9907017,0.4251731406202951 +Windham CT,Other,769,46494,41.8249987,-71.9907017,0.016539768572288897 +Kent DE,Democrat,35527,68696,39.0970884,-75.5029819,0.5171625713287528 +Kent DE,Republican,32135,68696,39.0970884,-75.5029819,0.46778560614882964 +Kent DE,Other,1034,68696,39.0970884,-75.5029819,0.015051822522417609 +Sussex DE,Democrat,39975,93229,38.6732275,-75.3370237,0.4287828894442716 +Sussex DE,Republican,52119,93229,38.6732275,-75.3370237,0.5590427871155971 +Sussex DE,Other,1135,93229,38.6732275,-75.3370237,0.01217432344013129 +Alachua FL,Democrat,69699,120418,29.6757403,-82.357221,0.5788088159577471 +Alachua FL,Republican,48797,120418,29.6757403,-82.357221,0.4052301150990716 +Alachua FL,Other,1922,120418,29.6757403,-82.357221,0.01596106894318125 +Baker FL,Democrat,2311,11368,30.3244416,-82.3022838,0.2032899366643209 +Baker FL,Republican,8975,11368,30.3244416,-82.3022838,0.789496833216045 +Baker FL,Other,82,11368,30.3244416,-82.3022838,0.007213230119634061 +Bay FL,Democrat,22051,79861,30.2382176,-85.6316798,0.276117253728353 +Bay FL,Republican,56876,79861,30.2382176,-85.6316798,0.7121874256520705 +Bay FL,Other,934,79861,30.2382176,-85.6316798,0.011695320619576514 +Bradford FL,Democrat,3325,11635,29.9523863,-82.1666793,0.28577567683712934 +Bradford FL,Republican,8219,11635,29.9523863,-82.1666793,0.7064030941125913 +Bradford FL,Other,91,11635,29.9523863,-82.1666793,0.00782122905027933 +Brevard FL,Democrat,122993,285559,28.2983112,-80.7003334,0.43070959066252507 +Brevard FL,Republican,159300,285559,28.2983112,-80.7003334,0.5578531932105099 +Brevard FL,Other,3266,285559,28.2983112,-80.7003334,0.011437216126965006 +Broward FL,Democrat,508312,756422,26.1935353,-80.4766834,0.6719952619040694 +Broward FL,Republican,244101,756422,26.1935353,-80.4766834,0.32270478648162004 +Broward FL,Other,4009,756422,26.1935353,-80.4766834,0.00529995161431053 +Calhoun FL,Democrat,1664,6152,30.3888013,-85.1979155,0.270481144343303 +Calhoun FL,Republican,4366,6152,30.3888013,-85.1979155,0.7096879063719116 +Calhoun FL,Other,122,6152,30.3888013,-85.1979155,0.019830949284785435 +Charlotte FL,Democrat,35906,84682,26.8689745,-81.9412782,0.4240098249923242 +Charlotte FL,Republican,47996,84682,26.8689745,-81.9412782,0.5667792447037151 +Charlotte FL,Other,780,84682,26.8689745,-81.9412782,0.0092109303039607 +Citrus FL,Democrat,28460,73935,28.8436402,-82.5248099,0.38493271116521266 +Citrus FL,Republican,44662,73935,28.8436402,-82.5248099,0.6040711435720565 +Citrus FL,Other,813,73935,28.8436402,-82.5248099,0.010996145262730777 +Clay FL,Democrat,25759,96589,29.9865835,-81.8650364,0.26668668274855317 +Clay FL,Republican,70022,96589,29.9865835,-81.8650364,0.7249479754423381 +Clay FL,Other,808,96589,29.9865835,-81.8650364,0.008365341809108699 +Collier FL,Democrat,51698,149112,26.118786,-81.4009553,0.3467058318579323 +Collier FL,Republican,96520,149112,26.118786,-81.4009553,0.6472986748216106 +Collier FL,Other,894,149112,26.118786,-81.4009553,0.005995493320457106 +Columbia FL,Democrat,8462,27163,30.2216509,-82.6233712,0.31152670912638514 +Columbia FL,Republican,18429,27163,30.2216509,-82.6233712,0.6784596694032323 +Columbia FL,Other,272,27163,30.2216509,-82.6233712,0.010013621470382506 +Dixie FL,Democrat,1798,6941,29.5808994,-83.1956656,0.2590404840801037 +Dixie FL,Republican,5052,6941,29.5808994,-83.1956656,0.7278490131105028 +Dixie FL,Other,91,6941,29.5808994,-83.1956656,0.01311050280939346 +Duval FL,Democrat,196737,411848,30.3352449,-81.6481132,0.4776932266272994 +Duval FL,Republican,211615,411848,30.3352449,-81.6481132,0.5138182047745771 +Duval FL,Other,3496,411848,30.3352449,-81.6481132,0.00848856859812358 +Escambia FL,Democrat,58185,148502,30.6116382,-87.3388996,0.391812904876702 +Escambia FL,Republican,88711,148502,30.6116382,-87.3388996,0.5973724259605931 +Escambia FL,Other,1606,148502,30.6116382,-87.3388996,0.01081466916270488 +Flagler FL,Democrat,23207,50595,29.4748909,-81.2862532,0.45868168791382546 +Flagler FL,Republican,26969,50595,29.4748909,-81.2862532,0.5330368613499358 +Flagler FL,Other,419,50595,29.4748909,-81.2862532,0.008281450736238758 +Franklin FL,Democrat,1845,5474,29.8101756,-84.7991742,0.3370478626233102 +Franklin FL,Republican,3570,5474,29.8101756,-84.7991742,0.6521739130434783 +Franklin FL,Other,59,5474,29.8101756,-84.7991742,0.010778224333211546 +Gadsden FL,Democrat,15770,22499,30.5786866,-84.6126072,0.7009200408907063 +Gadsden FL,Republican,6630,22499,30.5786866,-84.6126072,0.29467976354504644 +Gadsden FL,Other,99,22499,30.5786866,-84.6126072,0.0044001955642473 +Gilchrist FL,Democrat,1885,7909,29.7234556,-82.7958011,0.2383360728284233 +Gilchrist FL,Republican,5917,7909,29.7234556,-82.7958011,0.748135036034897 +Gilchrist FL,Other,107,7909,29.7234556,-82.7958011,0.013528891136679731 +Glades FL,Democrat,1603,3989,26.9548102,-81.1908197,0.40185510152920534 +Glades FL,Republican,2344,3989,26.9548102,-81.1908197,0.5876159438455754 +Glades FL,Other,42,3989,26.9548102,-81.1908197,0.010528954625219354 +Gulf FL,Democrat,2014,7108,29.9072571,-85.2565366,0.28334271243669107 +Gulf FL,Republican,4995,7108,29.9072571,-85.2565366,0.7027293190770962 +Gulf FL,Other,99,7108,29.9072571,-85.2565366,0.013927968486212718 +Hamilton FL,Democrat,2228,5407,30.4911868,-82.9510714,0.41205844275938597 +Hamilton FL,Republican,3138,5407,30.4911868,-82.9510714,0.5803587941557241 +Hamilton FL,Other,41,5407,30.4911868,-82.9510714,0.007582763084889957 +Hardee FL,Democrat,2463,7226,27.4928458,-81.8215798,0.3408524771657902 +Hardee FL,Republican,4696,7226,27.4928458,-81.8215798,0.6498754497647384 +Hardee FL,Other,67,7226,27.4928458,-81.8215798,0.009272073069471353 +Hendry FL,Democrat,4751,10185,26.539967,-81.1521142,0.4664702994599902 +Hendry FL,Republican,5355,10185,26.539967,-81.1521142,0.5257731958762887 +Hendry FL,Other,79,10185,26.539967,-81.1521142,0.007756504663721159 +Hernando FL,Democrat,37830,83667,28.5730426,-82.4662272,0.45214959302950986 +Hernando FL,Republican,44938,83667,28.5730426,-82.4662272,0.5371054298588451 +Hernando FL,Other,899,83667,28.5730426,-82.4662272,0.010744977111644974 +Highlands FL,Democrat,16148,42444,27.3410799,-81.3423534,0.3804542455941947 +Highlands FL,Republican,25915,42444,27.3410799,-81.3423534,0.6105692206201112 +Highlands FL,Other,381,42444,27.3410799,-81.3423534,0.008976533785694091 +Hillsborough FL,Democrat,286467,542102,27.9066072,-82.3497186,0.528437452730298 +Hillsborough FL,Republican,250186,542102,27.9066072,-82.3497186,0.4615109333667834 +Hillsborough FL,Other,5449,542102,27.9066072,-82.3497186,0.010051613902918638 +Holmes FL,Democrat,1264,8274,30.8620072,-85.8159385,0.15276770606719844 +Holmes FL,Republican,6919,8274,30.8620072,-85.8159385,0.8362339859801788 +Holmes FL,Other,91,8274,30.8620072,-85.8159385,0.010998307952622674 +Jackson FL,Democrat,7342,20941,30.7892485,-85.2088141,0.35060407812425387 +Jackson FL,Republican,13418,20941,30.7892485,-85.2088141,0.6407525906117186 +Jackson FL,Other,181,20941,30.7892485,-85.2088141,0.008643331264027505 +Jefferson FL,Democrat,3945,7808,30.4245577,-83.8908594,0.5052510245901639 +Jefferson FL,Republican,3808,7808,30.4245577,-83.8908594,0.48770491803278687 +Jefferson FL,Other,55,7808,30.4245577,-83.8908594,0.00704405737704918 +Lafayette FL,Democrat,687,3399,29.9900661,-83.1785097,0.20211827007943514 +Lafayette FL,Republican,2668,3399,29.9900661,-83.1785097,0.7849367461017946 +Lafayette FL,Other,44,3399,29.9900661,-83.1785097,0.012944983818770227 +Lake FL,Democrat,61799,150811,28.7641128,-81.7122822,0.40977780135401265 +Lake FL,Republican,87643,150811,28.7641128,-81.7122822,0.5811446114673333 +Lake FL,Other,1369,150811,28.7641128,-81.7122822,0.009077587178654077 +Lee FL,Democrat,110157,266166,26.5590348,-81.8919943,0.41386578300759674 +Lee FL,Republican,154163,266166,26.5590348,-81.8919943,0.5791986955508968 +Lee FL,Other,1846,266166,26.5590348,-81.8919943,0.006935521441506429 +Leon FL,Democrat,90881,148353,30.4593104,-84.2778004,0.6125996777955283 +Leon FL,Republican,55805,148353,30.4593104,-84.2778004,0.3761636097685925 +Leon FL,Other,1667,148353,30.4593104,-84.2778004,0.011236712435879289 +Levy FL,Democrat,6119,18399,29.2844566,-82.783462,0.33257242241426166 +Levy FL,Republican,12054,18399,29.2844566,-82.783462,0.655144301320724 +Levy FL,Other,226,18399,29.2844566,-82.783462,0.012283276265014404 +Liberty FL,Democrat,942,3284,30.2598494,-84.8685805,0.2868453105968331 +Liberty FL,Republican,2301,3284,30.2598494,-84.8685805,0.7006699147381242 +Liberty FL,Other,41,3284,30.2598494,-84.8685805,0.012484774665042631 +Madison FL,Democrat,4176,8715,30.4472325,-83.4704159,0.47917383820998277 +Madison FL,Republican,4474,8715,30.4472325,-83.4704159,0.5133677567412507 +Madison FL,Other,65,8715,30.4472325,-83.4704159,0.007458405048766495 +Manatee FL,Democrat,66503,153491,27.4816825,-82.3687669,0.4332697031096286 +Manatee FL,Republican,85627,153491,27.4816825,-82.3687669,0.5578633274915141 +Manatee FL,Other,1361,153491,27.4816825,-82.3687669,0.008866969398857262 +Marion FL,Democrat,66831,161385,29.2028047,-82.0431004,0.41410911794776467 +Marion FL,Republican,93043,161385,29.2028047,-82.0431004,0.5765281779595377 +Marion FL,Other,1511,161385,29.2028047,-82.0431004,0.009362704092697587 +Martin FL,Democrat,30107,78873,27.0836036,-80.3982011,0.38171490877740166 +Martin FL,Republican,48183,78873,27.0836036,-80.3982011,0.6108934616408657 +Martin FL,Other,583,78873,27.0836036,-80.3982011,0.007391629581732659 +Monroe FL,Democrat,19404,39057,24.7688833,-80.9532703,0.496812351179046 +Monroe FL,Republican,19234,39057,24.7688833,-80.9532703,0.492459738331157 +Monroe FL,Other,419,39057,24.7688833,-80.9532703,0.010727910489796964 +Nassau FL,Democrat,10251,40528,30.6059629,-81.7650867,0.25293624161073824 +Nassau FL,Republican,29929,40528,30.6059629,-81.7650867,0.7384771022502961 +Nassau FL,Other,348,40528,30.6059629,-81.7650867,0.008586656138965653 +Okaloosa FL,Democrat,23421,94798,30.665851,-86.5941872,0.24706217430747485 +Okaloosa FL,Republican,70168,94798,30.665851,-86.5941872,0.7401843920757822 +Okaloosa FL,Other,1209,94798,30.665851,-86.5941872,0.012753433616742969 +Okeechobee FL,Democrat,4856,12324,27.3855924,-80.8873884,0.3940279130152548 +Okeechobee FL,Republican,7328,12324,27.3855924,-80.8873884,0.5946121389159363 +Okeechobee FL,Other,140,12324,27.3855924,-80.8873884,0.011359948068808828 +Orange FL,Democrat,273665,466359,28.5143906,-81.3232839,0.5868118766872731 +Orange FL,Republican,188589,466359,28.5143906,-81.3232839,0.404385891555647 +Orange FL,Other,4105,466359,28.5143906,-81.3232839,0.008802231757079846 +Osceola FL,Democrat,67239,108698,28.0590267,-81.1393116,0.6185854385545272 +Osceola FL,Republican,40592,108698,28.0590267,-81.1393116,0.37343833373199137 +Osceola FL,Other,867,108698,28.0590267,-81.1393116,0.00797622771348139 +Pasco FL,Democrat,98263,213573,28.3077107,-82.4648324,0.4600909290968428 +Pasco FL,Republican,112427,213573,28.3077107,-82.4648324,0.5264101735706292 +Pasco FL,Other,2883,213573,28.3077107,-82.4648324,0.013498897332527989 +Pinellas FL,Democrat,239104,457702,27.9031078,-82.7395188,0.5224010382301147 +Pinellas FL,Republican,213258,457702,27.9031078,-82.7395188,0.465931981944584 +Pinellas FL,Other,5340,457702,27.9031078,-82.7395188,0.011666979825301179 +Polk FL,Democrat,114622,248683,27.9536488,-81.6935337,0.4609161060466538 +Polk FL,Republican,131577,248683,27.9536488,-81.6935337,0.5290952739029205 +Polk FL,Other,2484,248683,27.9536488,-81.6935337,0.009988620050425643 +Putnam FL,Democrat,11667,31324,29.5938964,-81.7320389,0.37246200996041373 +Putnam FL,Republican,19326,31324,29.5938964,-81.7320389,0.6169710126420636 +Putnam FL,Other,331,31324,29.5938964,-81.7320389,0.010566977397522666 +Sarasota FL,Democrat,95119,207480,27.1843855,-82.3658351,0.4584490071332177 +Sarasota FL,Republican,110504,207480,27.1843855,-82.3658351,0.5326007326007326 +Sarasota FL,Other,1857,207480,27.1843855,-82.3658351,0.00895026026604974 +Seminole FL,Democrat,96445,208620,28.6900918,-81.1319894,0.4622998753714888 +Seminole FL,Republican,109943,208620,28.6900918,-81.1319894,0.5270012462851117 +Seminole FL,Other,2232,208620,28.6900918,-81.1319894,0.010698878343399483 +Sumter FL,Democrat,19524,60479,28.7141008,-82.0743472,0.3228227979959986 +Sumter FL,Republican,40646,60479,28.7141008,-82.0743472,0.6720679905421717 +Sumter FL,Other,309,60479,28.7141008,-82.0743472,0.005109211461829726 +Suwannee FL,Democrat,4751,17629,30.1892438,-82.9927542,0.2694991207669181 +Suwannee FL,Republican,12672,17629,30.1892438,-82.9927542,0.7188155879516706 +Suwannee FL,Other,206,17629,30.1892438,-82.9927542,0.011685291281411311 +Taylor FL,Democrat,2764,9120,30.0099084,-83.6094825,0.3030701754385965 +Taylor FL,Republican,6249,9120,30.0099084,-83.6094825,0.6851973684210526 +Taylor FL,Other,107,9120,30.0099084,-83.6094825,0.011732456140350877 +Union FL,Democrat,1339,5393,30.0542796,-82.366918,0.2482848136473206 +Union FL,Republican,3980,5393,30.0542796,-82.366918,0.7379936955312442 +Union FL,Other,74,5393,30.0542796,-82.366918,0.013721490821435194 +Volusia FL,Democrat,114748,234536,29.057769,-81.161792,0.489255380837057 +Volusia FL,Republican,117490,234536,29.057769,-81.161792,0.5009465497834021 +Volusia FL,Other,2298,234536,29.057769,-81.161792,0.009798069379540881 +Wakulla FL,Democrat,5175,14660,30.139432,-84.3748463,0.3530013642564802 +Wakulla FL,Republican,9290,14660,30.139432,-84.3748463,0.6336971350613916 +Wakulla FL,Other,195,14660,30.139432,-84.3748463,0.01330150068212824 +Walton FL,Democrat,6671,28494,30.6312106,-86.1766139,0.23411946374675371 +Walton FL,Republican,21490,28494,30.6312106,-86.1766139,0.7541938653751667 +Walton FL,Other,333,28494,30.6312106,-86.1766139,0.011686670878079595 +Washington FL,Democrat,2820,10999,30.6022166,-85.6627968,0.2563869442676607 +Washington FL,Republican,8038,10999,30.6022166,-85.6627968,0.7307937085189563 +Washington FL,Other,141,10999,30.6022166,-85.6627968,0.012819347213383035 +Appling GA,Democrat,1758,7086,31.739712,-82.2901025,0.2480948348856901 +Appling GA,Republican,5233,7086,31.739712,-82.2901025,0.7384984476432402 +Appling GA,Other,95,7086,31.739712,-82.2901025,0.013406717471069715 +Atkinson GA,Democrat,930,2902,31.2968056,-82.8781511,0.32046864231564437 +Atkinson GA,Republican,1938,2902,31.2968056,-82.8781511,0.667815299793246 +Atkinson GA,Other,34,2902,31.2968056,-82.8781511,0.01171605789110958 +Bacon GA,Democrat,791,3931,31.5502095,-82.4514325,0.2012210633426609 +Bacon GA,Republican,3093,3931,31.5502095,-82.4514325,0.7868226914271178 +Bacon GA,Other,47,3931,31.5502095,-82.4514325,0.011956245230221318 +Baker GA,Democrat,794,1589,31.3195798,-84.4548812,0.49968533668974197 +Baker GA,Republican,785,1589,31.3195798,-84.4548812,0.49402139710509757 +Baker GA,Other,10,1589,31.3195798,-84.4548812,0.0062932662051604785 +Baldwin GA,Democrat,8483,16238,33.0594897,-83.2554566,0.5224165537627786 +Baldwin GA,Republican,7589,16238,33.0594897,-83.2554566,0.46736051237837173 +Baldwin GA,Other,166,16238,33.0594897,-83.2554566,0.010222933858849611 +Banks GA,Democrat,780,6195,34.3519216,-83.4984409,0.12590799031476999 +Banks GA,Republican,5354,6195,34.3519216,-83.4984409,0.8642453591606134 +Banks GA,Other,61,6195,34.3519216,-83.4984409,0.009846650524616626 +Barrow GA,Democrat,6028,25199,33.9920094,-83.7123025,0.23921584189848805 +Barrow GA,Republican,18725,25199,33.9920094,-83.7123025,0.7430850430572642 +Barrow GA,Other,446,25199,33.9920094,-83.7123025,0.017699115044247787 +Bartow GA,Democrat,8396,35802,34.2409175,-84.8381879,0.23451203843360707 +Bartow GA,Republican,26876,35802,34.2409175,-84.8381879,0.7506843193117703 +Bartow GA,Other,530,35802,34.2409175,-84.8381879,0.014803642254622646 +Berrien GA,Democrat,1273,6201,31.2886522,-83.2278695,0.20528946944041285 +Berrien GA,Republican,4843,6201,31.2886522,-83.2278695,0.781003064021932 +Berrien GA,Other,85,6201,31.2886522,-83.2278695,0.013707466537655217 +Bibb GA,Democrat,38585,64718,32.8088446,-83.6941941,0.5962019839920888 +Bibb GA,Republican,25623,64718,32.8088446,-83.6941941,0.39591767359930774 +Bibb GA,Other,510,64718,32.8088446,-83.6941941,0.00788034240860348 +Bleckley GA,Democrat,1269,4907,32.4354034,-83.3317174,0.25861014876706745 +Bleckley GA,Republican,3587,4907,32.4354034,-83.3317174,0.7309965355614428 +Bleckley GA,Other,51,4907,32.4354034,-83.3317174,0.010393315671489708 +Brantley GA,Democrat,939,6002,31.1973339,-81.9829779,0.15644785071642786 +Brantley GA,Republican,4964,6002,31.1973339,-81.9829779,0.8270576474508498 +Brantley GA,Other,99,6002,31.1973339,-81.9829779,0.016494501832722427 +Brooks GA,Democrat,3138,6742,30.8229337,-83.5819054,0.465440522100267 +Brooks GA,Republican,3554,6742,30.8229337,-83.5819054,0.5271432809255414 +Brooks GA,Other,50,6742,30.8229337,-83.5819054,0.007416196974191634 +Bryan GA,Democrat,3707,13453,32.0179692,-81.4385431,0.27555192150449714 +Bryan GA,Republican,9560,13453,32.0179692,-81.4385431,0.7106221660596149 +Bryan GA,Other,186,13453,32.0179692,-81.4385431,0.013825912435887907 +Bulloch GA,Democrat,9593,24085,32.3917111,-81.744021,0.39829769566119994 +Bulloch GA,Republican,14174,24085,32.3917111,-81.744021,0.5884990658085946 +Bulloch GA,Other,318,24085,32.3917111,-81.744021,0.013203238530205523 +Burke GA,Democrat,5405,9779,33.0601805,-82.0001638,0.5527150015338992 +Burke GA,Republican,4301,9779,33.0601805,-82.0001638,0.4398200224971879 +Burke GA,Other,73,9779,33.0601805,-82.0001638,0.007464975968912977 +Butts GA,Democrat,2968,9381,33.2903551,-83.9582206,0.3163841807909605 +Butts GA,Republican,6306,9381,33.2903551,-83.9582206,0.6722097857371282 +Butts GA,Other,107,9381,33.2903551,-83.9582206,0.01140603347191131 +Calhoun GA,Democrat,1298,2188,31.521279,-84.6262895,0.593235831809872 +Calhoun GA,Republican,883,2188,31.521279,-84.6262895,0.40356489945155394 +Calhoun GA,Other,7,2188,31.521279,-84.6262895,0.0031992687385740404 +Camden GA,Democrat,6377,17983,30.913358,-81.6420193,0.3546126897625535 +Camden GA,Republican,11343,17983,30.913358,-81.6420193,0.6307623866985487 +Camden GA,Other,263,17983,30.913358,-81.6420193,0.014624923538897848 +Candler GA,Democrat,1157,3528,32.4039497,-82.0712656,0.32794784580498865 +Candler GA,Republican,2344,3528,32.4039497,-82.0712656,0.6643990929705216 +Candler GA,Other,27,3528,32.4039497,-82.0712656,0.007653061224489796 +Carroll GA,Democrat,12688,41549,33.5822366,-85.0805272,0.30537437724132954 +Carroll GA,Republican,28280,41549,33.5822366,-85.0805272,0.6806421333846784 +Carroll GA,Other,581,41549,33.5822366,-85.0805272,0.013983489373992153 +Catoosa GA,Democrat,5365,23678,34.9002176,-85.1393857,0.2265816369625813 +Catoosa GA,Republican,17858,23678,34.9002176,-85.1393857,0.7542022130247487 +Catoosa GA,Other,455,23678,34.9002176,-85.1393857,0.019216150012669988 +Charlton GA,Democrat,1197,3764,30.7799036,-82.1396442,0.31801275239107335 +Charlton GA,Republican,2527,3764,30.7799036,-82.1396442,0.6713602550478215 +Charlton GA,Other,40,3764,30.7799036,-82.1396442,0.010626992561105207 +Chatham GA,Democrat,60246,108628,31.9804037,-81.085184,0.5546083882608536 +Chatham GA,Republican,47204,108628,31.9804037,-81.085184,0.43454726221600326 +Chatham GA,Other,1178,108628,31.9804037,-81.085184,0.010844349523143204 +Chattahoochee GA,Democrat,729,1490,32.3474454,-84.7880206,0.489261744966443 +Chattahoochee GA,Republican,735,1490,32.3474454,-84.7880206,0.49328859060402686 +Chattahoochee GA,Other,26,1490,32.3474454,-84.7880206,0.0174496644295302 +Chattooga GA,Democrat,2232,7822,34.4741785,-85.3452894,0.285349015597034 +Chattooga GA,Republican,5452,7822,34.4741785,-85.3452894,0.6970084377397086 +Chattooga GA,Other,138,7822,34.4741785,-85.3452894,0.01764254666325748 +Cherokee GA,Democrat,19841,98220,34.2443166,-84.4750574,0.20200570148645897 +Cherokee GA,Republican,76514,98220,34.2443166,-84.4750574,0.7790063123600082 +Cherokee GA,Other,1865,98220,34.2443166,-84.4750574,0.018987986153532886 +Clarke GA,Democrat,25431,40368,33.9521852,-83.3671522,0.6299791914387634 +Clarke GA,Republican,13815,40368,33.9521852,-83.3671522,0.3422265160523187 +Clarke GA,Other,1122,40368,33.9521852,-83.3671522,0.027794292508917955 +Clay GA,Democrat,862,1402,31.6198309,-84.9925826,0.6148359486447932 +Clay GA,Republican,537,1402,31.6198309,-84.9925826,0.3830242510699001 +Clay GA,Other,3,1402,31.6198309,-84.9925826,0.0021398002853067048 +Clayton GA,Democrat,81479,96067,33.5426863,-84.3555727,0.8481476469547296 +Clayton GA,Republican,14164,96067,33.5426863,-84.3555727,0.1474387666940781 +Clayton GA,Other,424,96067,33.5426863,-84.3555727,0.004413586351192397 +Clinch GA,Democrat,852,2472,30.9176531,-82.7026143,0.3446601941747573 +Clinch GA,Republican,1598,2472,30.9176531,-82.7026143,0.6464401294498382 +Clinch GA,Other,22,2472,30.9176531,-82.7026143,0.00889967637540453 +Cobb GA,Democrat,133124,310116,33.9399298,-84.5741123,0.42927162739104074 +Cobb GA,Republican,171722,310116,33.9399298,-84.5741123,0.5537347315198183 +Cobb GA,Other,5270,310116,33.9399298,-84.5741123,0.016993641089140837 +Coffee GA,Democrat,5057,14454,31.5492452,-82.8449401,0.3498685484986855 +Coffee GA,Republican,9248,14454,31.5492452,-82.8449401,0.6398228863982288 +Coffee GA,Other,149,14454,31.5492452,-82.8449401,0.010308565103085652 +Colquitt GA,Democrat,3973,13328,31.1897075,-83.769773,0.29809423769507803 +Colquitt GA,Republican,9243,13328,31.1897075,-83.769773,0.6935024009603842 +Colquitt GA,Other,112,13328,31.1897075,-83.769773,0.008403361344537815 +Columbia GA,Democrat,16451,58923,33.5476313,-82.2522957,0.27919488145545884 +Columbia GA,Republican,41765,58923,33.5476313,-82.2522957,0.7088064083634574 +Columbia GA,Other,707,58923,33.5476313,-82.2522957,0.011998710181083788 +Cook GA,Democrat,2042,6031,31.1525157,-83.4294448,0.3385839827557619 +Cook GA,Republican,3935,6031,31.1525157,-83.4294448,0.6524622782291494 +Cook GA,Other,54,6031,31.1525157,-83.4294448,0.008953739015088709 +Coweta GA,Democrat,15168,55555,33.3528965,-84.7621381,0.2730267302673027 +Coweta GA,Republican,39653,55555,33.3528965,-84.7621381,0.7137611376113762 +Coweta GA,Other,734,55555,33.3528965,-84.7621381,0.013212132121321213 +Crawford GA,Democrat,1706,5133,32.7094283,-83.9791874,0.33235924410676015 +Crawford GA,Republican,3368,5133,32.7094283,-83.9791874,0.6561465030196766 +Crawford GA,Other,59,5133,32.7094283,-83.9791874,0.011494252873563218 +Crisp GA,Democrat,3167,7396,31.9151485,-83.7535309,0.42820443482963766 +Crisp GA,Republican,4182,7396,31.9151485,-83.7535309,0.565440778799351 +Crisp GA,Other,47,7396,31.9151485,-83.7535309,0.006354786371011357 +Dade GA,Democrat,1411,6020,34.8524237,-85.5062006,0.23438538205980067 +Dade GA,Republican,4471,6020,34.8524237,-85.5062006,0.7426910299003322 +Dade GA,Other,138,6020,34.8524237,-85.5062006,0.02292358803986711 +Dawson GA,Democrat,1241,10244,34.4426077,-84.1732611,0.12114408434205388 +Dawson GA,Republican,8847,10244,34.4426077,-84.1732611,0.863627489262007 +Dawson GA,Other,156,10244,34.4426077,-84.1732611,0.015228426395939087 +Decatur GA,Democrat,4591,10485,30.8806431,-84.5838902,0.437863614687649 +Decatur GA,Republican,5824,10485,30.8806431,-84.5838902,0.5554601812112542 +Decatur GA,Other,70,10485,30.8806431,-84.5838902,0.006676204101096805 +Dodge GA,Democrat,2442,7733,32.164369,-83.1678658,0.3157894736842105 +Dodge GA,Republican,5214,7733,32.164369,-83.1678658,0.6742532005689901 +Dodge GA,Other,77,7733,32.164369,-83.1678658,0.00995732574679943 +Dooly GA,Democrat,2285,4298,32.1519954,-83.807167,0.5316426244765007 +Dooly GA,Republican,1985,4298,32.1519954,-83.807167,0.4618427175430433 +Dooly GA,Other,28,4298,32.1519954,-83.807167,0.006514657980456026 +Dougherty GA,Democrat,26295,37919,31.5325876,-84.20904,0.6934518315356417 +Dougherty GA,Republican,11449,37919,31.5325876,-84.20904,0.30193306785516494 +Dougherty GA,Other,175,37919,31.5325876,-84.20904,0.0046151006091932805 +Douglas GA,Democrat,28441,55267,33.7012421,-84.7673139,0.5146108889572439 +Douglas GA,Republican,26241,55267,33.7012421,-84.7673139,0.47480413266506233 +Douglas GA,Other,585,55267,33.7012421,-84.7673139,0.010584978377693741 +Early GA,Democrat,2765,5353,31.3241906,-84.9067225,0.5165327853540072 +Early GA,Republican,2557,5353,31.3241906,-84.9067225,0.4776760694937418 +Early GA,Other,31,5353,31.3241906,-84.9067225,0.005791145152251074 +Echols GA,Democrat,173,1102,30.7140081,-82.8973758,0.1569872958257713 +Echols GA,Republican,917,1102,30.7140081,-82.8973758,0.8321234119782214 +Echols GA,Other,12,1102,30.7140081,-82.8973758,0.010889292196007259 +Effingham GA,Democrat,4947,20816,32.3616802,-81.343372,0.23765372790161415 +Effingham GA,Republican,15596,20816,32.3616802,-81.343372,0.7492313604919293 +Effingham GA,Other,273,20816,32.3616802,-81.343372,0.013114911606456572 +Elbert GA,Democrat,3181,8143,34.116413,-82.8419087,0.3906422694338696 +Elbert GA,Republican,4859,8143,34.116413,-82.8419087,0.5967088296696549 +Elbert GA,Other,103,8143,34.116413,-82.8419087,0.0126489008964755 +Emanuel GA,Democrat,2927,8083,32.5910995,-82.2997628,0.362118025485587 +Emanuel GA,Republican,5100,8083,32.5910995,-82.2997628,0.6309538537671656 +Emanuel GA,Other,56,8083,32.5910995,-82.2997628,0.0069281207472473095 +Evans GA,Democrat,1268,3563,32.1530834,-81.890153,0.3558798765085602 +Evans GA,Republican,2268,3563,32.1530834,-81.890153,0.6365422396856582 +Evans GA,Other,27,3563,32.1530834,-81.890153,0.007577883805781645 +Fannin GA,Democrat,2028,10017,34.8665427,-84.3173308,0.20245582509733454 +Fannin GA,Republican,7857,10017,34.8665427,-84.3173308,0.784366576819407 +Fannin GA,Other,132,10017,34.8665427,-84.3173308,0.013177598083258461 +Fayette GA,Democrat,19736,58568,33.4127172,-84.4939407,0.3369758229750034 +Fayette GA,Republican,38075,58568,33.4127172,-84.4939407,0.6500990301871329 +Fayette GA,Other,757,58568,33.4127172,-84.4939407,0.01292514683786368 +Floyd GA,Democrat,9640,32829,34.2636918,-85.2136851,0.2936428158031009 +Floyd GA,Republican,22733,32829,34.2636918,-85.2136851,0.6924670261049681 +Floyd GA,Other,456,32829,34.2636918,-85.2136851,0.013890158091930914 +Forsyth GA,Democrat,14571,81731,34.225143,-84.1274075,0.17827996720950434 +Forsyth GA,Republican,65908,81731,34.225143,-84.1274075,0.8064014878075638 +Forsyth GA,Other,1252,81731,34.225143,-84.1274075,0.015318544982931812 +Franklin GA,Democrat,1499,7762,34.3752657,-83.2275325,0.19312032981190416 +Franklin GA,Republican,6114,7762,34.3752657,-83.2275325,0.7876835867044576 +Franklin GA,Other,149,7762,34.3752657,-83.2275325,0.019196083483638236 +Fulton GA,Democrat,255470,397413,33.7900338,-84.4681816,0.6428325193186937 +Fulton GA,Republican,137124,397413,33.7900338,-84.4681816,0.3450415562651448 +Fulton GA,Other,4819,397413,33.7900338,-84.4681816,0.012125924416161525 +Gilmer GA,Democrat,1958,11018,34.6905055,-84.4546244,0.17770920312216373 +Gilmer GA,Republican,8926,11018,34.6905055,-84.4546244,0.8101288800145217 +Gilmer GA,Other,134,11018,34.6905055,-84.4546244,0.012161916863314576 +Glascock GA,Democrat,176,1333,33.2274908,-82.6069126,0.13203300825206302 +Glascock GA,Republican,1135,1333,33.2274908,-82.6069126,0.8514628657164292 +Glascock GA,Other,22,1333,33.2274908,-82.6069126,0.016504126031507877 +Glynn GA,Democrat,11950,33133,31.2127098,-81.4964503,0.3606676123502249 +Glynn GA,Republican,20893,33133,31.2127098,-81.4964503,0.6305797845048743 +Glynn GA,Other,290,33133,31.2127098,-81.4964503,0.008752603144900855 +Gordon GA,Democrat,3440,16897,34.5096669,-84.8738622,0.20358643546191632 +Gordon GA,Republican,13197,16897,34.5096669,-84.8738622,0.781026217671776 +Gordon GA,Other,260,16897,34.5096669,-84.8738622,0.015387346866307628 +Grady GA,Democrat,3419,9396,30.8759076,-84.2450803,0.36387824606215413 +Grady GA,Republican,5924,9396,30.8759076,-84.2450803,0.6304810557684121 +Grady GA,Other,53,9396,30.8759076,-84.2450803,0.005640698169433802 +Greene GA,Democrat,3201,8323,33.5767403,-83.1666127,0.3845969001561937 +Greene GA,Republican,5071,8323,33.5767403,-83.1666127,0.6092755016220113 +Greene GA,Other,51,8323,33.5767403,-83.1666127,0.006127598221795026 +Gwinnett GA,Democrat,132509,296728,33.9591457,-84.023087,0.4465672265509153 +Gwinnett GA,Republican,159855,296728,33.9591457,-84.023087,0.5387257016526921 +Gwinnett GA,Other,4364,296728,33.9591457,-84.023087,0.014707071796392655 +Habersham GA,Democrat,2301,14641,34.6343924,-83.5258749,0.15716139607950277 +Habersham GA,Republican,12166,14641,34.6343924,-83.5258749,0.830954169797145 +Habersham GA,Other,174,14641,34.6343924,-83.5258749,0.01188443412335223 +Hall GA,Democrat,12999,61364,34.3175689,-83.8184997,0.21183430024118374 +Hall GA,Republican,47481,61364,34.3175689,-83.8184997,0.7737598592008343 +Hall GA,Other,884,61364,34.3175689,-83.8184997,0.014405840557981879 +Hancock GA,Democrat,3308,4088,33.2692195,-83.0004653,0.8091976516634051 +Hancock GA,Republican,769,4088,33.2692195,-83.0004653,0.18811154598825833 +Hancock GA,Other,11,4088,33.2692195,-83.0004653,0.0026908023483365948 +Haralson GA,Democrat,1789,10376,33.7951646,-85.2200629,0.1724171164225135 +Haralson GA,Republican,8446,10376,33.7951646,-85.2200629,0.813993831919815 +Haralson GA,Other,141,10376,33.7951646,-85.2200629,0.01358905165767155 +Harris GA,Democrat,4145,15488,32.7315494,-84.912432,0.26762654958677684 +Harris GA,Republican,11197,15488,32.7315494,-84.912432,0.7229467975206612 +Harris GA,Other,146,15488,32.7315494,-84.912432,0.009426652892561983 +Hart GA,Democrat,2870,9511,34.3487328,-82.96329,0.3017558616338976 +Hart GA,Republican,6517,9511,34.3487328,-82.96329,0.6852066028808748 +Hart GA,Other,124,9511,34.3487328,-82.96329,0.013037535485227632 +Heard GA,Democrat,948,4172,33.2913469,-85.1378862,0.22722914669223393 +Heard GA,Republican,3160,4172,33.2913469,-85.1378862,0.7574304889741131 +Heard GA,Other,64,4172,33.2913469,-85.1378862,0.015340364333652923 +Henry GA,Democrat,43761,91378,33.4529466,-84.1540207,0.478900829521329 +Henry GA,Republican,46774,91378,33.4529466,-84.1540207,0.5118737551708289 +Henry GA,Other,843,91378,33.4529466,-84.1540207,0.00922541530784215 +Houston GA,Democrat,22702,58056,32.4582875,-83.6625217,0.3910362408708833 +Houston GA,Republican,34662,58056,32.4582875,-83.6625217,0.597044233154196 +Houston GA,Other,692,58056,32.4582875,-83.6625217,0.011919525974920766 +Irwin GA,Democrat,1141,3709,31.6043062,-83.2770374,0.30763008897276894 +Irwin GA,Republican,2538,3709,31.6043062,-83.2770374,0.6842814774871934 +Irwin GA,Other,30,3709,31.6043062,-83.2770374,0.008088433540037746 +Jackson GA,Democrat,4238,23704,34.1309052,-83.5625568,0.17878839014512318 +Jackson GA,Republican,19135,23704,34.1309052,-83.5625568,0.8072477219034762 +Jackson GA,Other,331,23704,34.1309052,-83.5625568,0.013963887951400607 +Jasper GA,Democrat,1845,6031,33.3169807,-83.6891515,0.3059194163488642 +Jasper GA,Republican,4136,6031,33.3169807,-83.6891515,0.6857900845630907 +Jasper GA,Other,50,6031,33.3169807,-83.6891515,0.0082904990880451 +Jefferson GA,Democrat,4261,7298,33.0581756,-82.4200036,0.5838585913949027 +Jefferson GA,Republican,2999,7298,33.0581756,-82.4200036,0.410934502603453 +Jefferson GA,Other,38,7298,33.0581756,-82.4200036,0.005206906001644286 +Jenkins GA,Democrat,1488,3390,32.7945631,-81.9715244,0.4389380530973451 +Jenkins GA,Republican,1887,3390,32.7945631,-81.9715244,0.5566371681415929 +Jenkins GA,Other,15,3390,32.7945631,-81.9715244,0.004424778761061947 +Johnson GA,Democrat,1305,3772,32.6945842,-82.6639696,0.34597030752916225 +Johnson GA,Republican,2440,3772,32.6945842,-82.6639696,0.6468716861081655 +Johnson GA,Other,27,3772,32.6945842,-82.6639696,0.0071580063626723225 +Jones GA,Democrat,4274,12105,33.0216636,-83.5621958,0.3530772408095828 +Jones GA,Republican,7744,12105,33.0216636,-83.5621958,0.6397356464270962 +Jones GA,Other,87,12105,33.0216636,-83.5621958,0.007187112763320942 +Lamar GA,Democrat,2602,7592,33.0744405,-84.1466893,0.34272918861959956 +Lamar GA,Republican,4899,7592,33.0744405,-84.1466893,0.6452845100105374 +Lamar GA,Other,91,7592,33.0744405,-84.1466893,0.011986301369863013 +Lanier GA,Democrat,1114,2972,31.0381973,-83.0631635,0.37483176312247646 +Lanier GA,Republican,1820,2972,31.0381973,-83.0631635,0.6123822341857336 +Lanier GA,Other,38,2972,31.0381973,-83.0631635,0.01278600269179004 +Laurens GA,Democrat,7513,19604,32.3932197,-82.9263171,0.3832381146704754 +Laurens GA,Republican,11950,19604,32.3932197,-82.9263171,0.609569475617221 +Laurens GA,Other,141,19604,32.3932197,-82.9263171,0.007192409712303611 +Lee GA,Democrat,3196,13628,31.8184185,-84.1466814,0.23451717053125917 +Lee GA,Republican,10314,13628,31.8184185,-84.1466814,0.7568241855004403 +Lee GA,Other,118,13628,31.8184185,-84.1466814,0.008658643968300558 +Liberty GA,Democrat,10457,16170,31.8074582,-81.4578709,0.6466914038342609 +Liberty GA,Republican,5565,16170,31.8074582,-81.4578709,0.34415584415584416 +Liberty GA,Other,148,16170,31.8074582,-81.4578709,0.009152752009894866 +Lincoln GA,Democrat,1586,4426,33.7921507,-82.4482992,0.35833709896068683 +Lincoln GA,Republican,2807,4426,33.7921507,-82.4482992,0.6342069588793493 +Lincoln GA,Other,33,4426,33.7921507,-82.4482992,0.00745594215996385 +Long GA,Democrat,1442,3802,31.7495633,-81.7428697,0.37927406628090476 +Long GA,Republican,2306,3802,31.7495633,-81.7428697,0.6065228826933193 +Long GA,Other,54,3802,31.7495633,-81.7428697,0.014203051025775907 +Lowndes GA,Democrat,17470,39137,30.833145,-83.2689952,0.446380662799908 +Lowndes GA,Republican,21327,39137,30.833145,-83.2689952,0.5449319058691264 +Lowndes GA,Other,340,39137,30.833145,-83.2689952,0.008687431330965582 +Lumpkin GA,Democrat,2055,10905,34.5681403,-83.9989251,0.18844566712517194 +Lumpkin GA,Republican,8647,10905,34.5681403,-83.9989251,0.7929390187987162 +Lumpkin GA,Other,203,10905,34.5681403,-83.9989251,0.018615314076111875 +Macon GA,Democrat,3211,4781,32.3626859,-84.0512306,0.671616816565572 +Macon GA,Republican,1545,4781,32.3626859,-84.0512306,0.32315415185107715 +Macon GA,Other,25,4781,32.3626859,-84.0512306,0.005229031583350764 +Madison GA,Democrat,2494,11104,34.1285257,-83.2037373,0.22460374639769454 +Madison GA,Republican,8443,11104,34.1285257,-83.2037373,0.760356628242075 +Madison GA,Other,167,11104,34.1285257,-83.2037373,0.015039625360230548 +Marion GA,Democrat,1412,3170,32.3593118,-84.5287354,0.44542586750788643 +Marion GA,Republican,1733,3170,32.3593118,-84.5287354,0.5466876971608833 +Marion GA,Other,25,3170,32.3593118,-84.5287354,0.007886435331230283 +Meriwether GA,Democrat,4331,9264,33.0292666,-84.6670579,0.46750863557858374 +Meriwether GA,Republican,4856,9264,33.0292666,-84.6670579,0.5241796200345423 +Meriwether GA,Other,77,9264,33.0292666,-84.6670579,0.008311744386873921 +Miller GA,Democrat,852,2775,31.1629309,-84.7303983,0.307027027027027 +Miller GA,Republican,1905,2775,31.1629309,-84.7303983,0.6864864864864865 +Miller GA,Other,18,2775,31.1629309,-84.7303983,0.006486486486486486 +Mitchell GA,Democrat,4081,8275,31.228997,-84.192038,0.49317220543806645 +Mitchell GA,Republican,4155,8275,31.228997,-84.192038,0.5021148036253776 +Mitchell GA,Other,39,8275,31.228997,-84.192038,0.004712990936555891 +Monroe GA,Democrat,3785,12277,33.0174352,-83.9229376,0.30830007330781134 +Monroe GA,Republican,8361,12277,33.0174352,-83.9229376,0.681029567483913 +Monroe GA,Other,131,12277,33.0174352,-83.9229376,0.010670359208275637 +Montgomery GA,Democrat,1135,3832,32.1721081,-82.5333487,0.2961899791231733 +Montgomery GA,Republican,2662,3832,32.1721081,-82.5333487,0.6946764091858038 +Montgomery GA,Other,35,3832,32.1721081,-82.5333487,0.009133611691022964 +Morgan GA,Democrat,2753,9027,33.5986956,-83.4994346,0.3049739669879251 +Morgan GA,Republican,6186,9027,33.5986956,-83.4994346,0.6852775008308408 +Morgan GA,Other,88,9027,33.5986956,-83.4994346,0.009748532181234075 +Murray GA,Democrat,2542,11217,34.7970974,-84.7379899,0.22662030846037265 +Murray GA,Republican,8443,11217,34.7970974,-84.7379899,0.7526967995007577 +Murray GA,Other,232,11217,34.7970974,-84.7379899,0.020682892038869572 +Muscogee GA,Democrat,42573,70603,32.510197,-84.874946,0.602991374304208 +Muscogee GA,Republican,27510,70603,32.510197,-84.874946,0.38964349956800703 +Muscogee GA,Other,520,70603,32.510197,-84.874946,0.0073651261277849385 +Newton GA,Democrat,21851,43234,33.5440407,-83.8551837,0.5054124069019753 +Newton GA,Republican,20982,43234,33.5440407,-83.8551837,0.485312485543785 +Newton GA,Other,401,43234,33.5440407,-83.8551837,0.00927510755423972 +Oconee GA,Democrat,4421,17817,33.8341247,-83.4377284,0.24813380479317507 +Oconee GA,Republican,13098,17817,33.8341247,-83.4377284,0.7351405960599428 +Oconee GA,Other,298,17817,33.8341247,-83.4377284,0.01672559914688219 +Oglethorpe GA,Democrat,1914,6273,33.8668062,-83.0740805,0.305117168818747 +Oglethorpe GA,Republican,4251,6273,33.8668062,-83.0740805,0.6776661884265901 +Oglethorpe GA,Other,108,6273,33.8668062,-83.0740805,0.01721664275466284 +Paulding GA,Democrat,15825,57399,33.9210299,-84.8671693,0.27570166727643336 +Paulding GA,Republican,40846,57399,33.9210299,-84.8671693,0.7116151849335355 +Paulding GA,Other,728,57399,33.9210299,-84.8671693,0.012683147790031185 +Peach GA,Democrat,6148,11516,32.5713241,-83.8319779,0.5338659256686349 +Peach GA,Republican,5287,11516,32.5713241,-83.8319779,0.4591003820771101 +Peach GA,Other,81,11516,32.5713241,-83.8319779,0.00703369225425495 +Pickens GA,Democrat,1975,12680,34.4567464,-84.4903508,0.1557570977917981 +Pickens GA,Republican,10547,12680,34.4567464,-84.4903508,0.831782334384858 +Pickens GA,Other,158,12680,34.4567464,-84.4903508,0.012460567823343848 +Pierce GA,Democrat,1124,6846,31.353998,-82.2103703,0.16418346479696172 +Pierce GA,Republican,5667,6846,31.353998,-82.2103703,0.8277826468010517 +Pierce GA,Other,55,6846,31.353998,-82.2103703,0.008033888401986562 +Pike GA,Democrat,1356,8109,33.0812241,-84.3898475,0.16722160562338143 +Pike GA,Republican,6668,8109,33.0812241,-84.3898475,0.8222962140831175 +Pike GA,Other,85,8109,33.0812241,-84.3898475,0.010482180293501049 +Polk GA,Democrat,3615,13608,33.9960153,-85.1883384,0.265652557319224 +Polk GA,Republican,9811,13608,33.9960153,-85.1883384,0.7209729570840682 +Polk GA,Other,182,13608,33.9960153,-85.1883384,0.013374485596707819 +Pulaski GA,Democrat,1219,3682,32.2388026,-83.4818454,0.33107007061379684 +Pulaski GA,Republican,2444,3682,32.2388026,-83.4818454,0.6637696903856599 +Pulaski GA,Other,19,3682,32.2388026,-83.4818454,0.005160239000543183 +Putnam GA,Democrat,2926,9222,33.3210605,-83.3717898,0.31728475384949034 +Putnam GA,Republican,6215,9222,33.3210605,-83.3717898,0.6739319019735416 +Putnam GA,Other,81,9222,33.3210605,-83.3717898,0.00878334417696812 +Quitman GA,Democrat,612,1128,31.8629381,-85.0047978,0.5425531914893617 +Quitman GA,Republican,510,1128,31.8629381,-85.0047978,0.4521276595744681 +Quitman GA,Other,6,1128,31.8629381,-85.0047978,0.005319148936170213 +Rabun GA,Democrat,1559,7463,34.8839345,-83.4048701,0.2088972263164947 +Rabun GA,Republican,5754,7463,34.8839345,-83.4048701,0.7710036178480504 +Rabun GA,Other,150,7463,34.8839345,-83.4048701,0.02009915583545491 +Randolph GA,Democrat,1770,3058,31.762651,-84.7523108,0.578809679529104 +Randolph GA,Republican,1271,3058,31.762651,-84.7523108,0.4156311314584696 +Randolph GA,Other,17,3058,31.762651,-84.7523108,0.005559189012426423 +Richmond GA,Democrat,52560,79020,33.3614863,-82.0749982,0.6651480637813212 +Richmond GA,Republican,25845,79020,33.3614863,-82.0749982,0.32706909643128323 +Richmond GA,Other,615,79020,33.3614863,-82.0749982,0.007782839787395596 +Rockdale GA,Democrat,22023,38085,33.6520811,-84.0263696,0.5782591571484836 +Rockdale GA,Republican,15716,38085,33.6520811,-84.0263696,0.41265590127346724 +Rockdale GA,Other,346,38085,33.6520811,-84.0263696,0.0090849415780491 +Schley GA,Democrat,448,1748,32.2634439,-84.3227083,0.2562929061784897 +Schley GA,Republican,1286,1748,32.2634439,-84.3227083,0.7356979405034325 +Schley GA,Other,14,1748,32.2634439,-84.3227083,0.008009153318077803 +Screven GA,Democrat,2774,6100,32.7447512,-81.6175849,0.4547540983606557 +Screven GA,Republican,3287,6100,32.7447512,-81.6175849,0.5388524590163934 +Screven GA,Other,39,6100,32.7447512,-81.6175849,0.0063934426229508194 +Seminole GA,Democrat,1478,3769,30.9339599,-84.8676853,0.3921464579464049 +Seminole GA,Republican,2245,3769,30.9339599,-84.8676853,0.5956487131865216 +Seminole GA,Other,46,3769,30.9339599,-84.8676853,0.012204828867073494 +Spalding GA,Democrat,9898,25088,33.2623481,-84.2849046,0.39453125 +Spalding GA,Republican,14911,25088,33.2623481,-84.2849046,0.5943478954081632 +Spalding GA,Other,279,25088,33.2623481,-84.2849046,0.011120854591836735 +Stephens GA,Democrat,2131,9498,34.5529139,-83.2902156,0.22436302379448306 +Stephens GA,Republican,7221,9498,34.5529139,-83.2902156,0.7602653190145294 +Stephens GA,Other,146,9498,34.5529139,-83.2902156,0.015371657190987577 +Stewart GA,Democrat,1323,2076,32.073225,-84.8349117,0.6372832369942196 +Stewart GA,Republican,745,2076,32.073225,-84.8349117,0.3588631984585742 +Stewart GA,Other,8,2076,32.073225,-84.8349117,0.0038535645472061657 +Sumter GA,Democrat,6375,11831,32.0422659,-84.2042935,0.5388386442397093 +Sumter GA,Republican,5378,11831,32.0422659,-84.2042935,0.4545685064660637 +Sumter GA,Other,78,11831,32.0422659,-84.2042935,0.00659284929422703 +Talbot GA,Democrat,2265,3491,32.7046026,-84.5300288,0.648811228874248 +Talbot GA,Republican,1202,3491,32.7046026,-84.5300288,0.34431395015754795 +Talbot GA,Other,24,3491,32.7046026,-84.5300288,0.006874820968203953 +Taliaferro GA,Democrat,636,963,33.559319,-82.8752721,0.660436137071651 +Taliaferro GA,Republican,323,963,33.559319,-82.8752721,0.3354101765316719 +Taliaferro GA,Other,4,963,33.559319,-82.8752721,0.004153686396677051 +Tattnall GA,Democrat,1897,6667,32.0437683,-82.0592081,0.28453577321133944 +Tattnall GA,Republican,4706,6667,32.0437683,-82.0592081,0.7058647067646617 +Tattnall GA,Other,64,6667,32.0437683,-82.0592081,0.0095995200239988 +Taylor GA,Democrat,1572,3538,32.5546668,-84.2514261,0.44431882419446017 +Taylor GA,Republican,1948,3538,32.5546668,-84.2514261,0.5505935556811759 +Taylor GA,Other,18,3538,32.5546668,-84.2514261,0.005087620124364048 +Telfair GA,Democrat,1805,4336,31.9136406,-82.9310634,0.41628228782287824 +Telfair GA,Republican,2480,4336,31.9136406,-82.9310634,0.5719557195571956 +Telfair GA,Other,51,4336,31.9136406,-82.9310634,0.0117619926199262 +Terrell GA,Democrat,2544,4398,31.7771909,-84.4394464,0.5784447476125512 +Terrell GA,Republican,1834,4398,31.7771909,-84.4394464,0.41700773078672126 +Terrell GA,Other,20,4398,31.7771909,-84.4394464,0.004547521600727604 +Thomas GA,Democrat,7653,18953,30.8646195,-83.9198155,0.4037883184720097 +Thomas GA,Republican,11156,18953,30.8646195,-83.9198155,0.5886139397456867 +Thomas GA,Other,144,18953,30.8646195,-83.9198155,0.007597741782303593 +Tift GA,Democrat,4660,13927,31.4570027,-83.5259307,0.33460185251669416 +Tift GA,Republican,9185,13927,31.4570027,-83.5259307,0.6595103037265743 +Tift GA,Other,82,13927,31.4570027,-83.5259307,0.005887843756731528 +Toombs GA,Democrat,2746,9344,32.1178118,-82.3306257,0.2938784246575342 +Toombs GA,Republican,6524,9344,32.1178118,-82.3306257,0.6982020547945206 +Toombs GA,Other,74,9344,32.1178118,-82.3306257,0.007919520547945206 +Towns GA,Democrat,1273,6211,34.9025294,-83.7322645,0.20495894380937046 +Towns GA,Republican,4876,6211,34.9025294,-83.7322645,0.7850587667042345 +Towns GA,Other,62,6211,34.9025294,-83.7322645,0.009982289486395105 +Treutlen GA,Democrat,1074,2750,32.4095857,-82.5708819,0.39054545454545453 +Treutlen GA,Republican,1652,2750,32.4095857,-82.5708819,0.6007272727272728 +Treutlen GA,Other,24,2750,32.4095857,-82.5708819,0.008727272727272728 +Troup GA,Democrat,10547,25986,33.034482,-85.02836,0.4058723928269068 +Troup GA,Republican,15179,25986,33.034482,-85.02836,0.5841222196567383 +Troup GA,Other,260,25986,33.034482,-85.02836,0.01000538751635496 +Turner GA,Democrat,1510,3559,31.7248005,-83.6203195,0.42427648215790953 +Turner GA,Republican,2028,3559,31.7248005,-83.6203195,0.5698229839842652 +Turner GA,Other,21,3559,31.7248005,-83.6203195,0.005900533857825232 +Twiggs GA,Democrat,2270,4202,32.6658469,-83.4258792,0.5402189433603046 +Twiggs GA,Republican,1907,4202,32.6658469,-83.4258792,0.4538315088053308 +Twiggs GA,Other,25,4202,32.6658469,-83.4258792,0.005949547834364588 +Union GA,Democrat,2139,11079,34.833333,-83.9892568,0.19306796642296237 +Union GA,Republican,8773,11079,34.833333,-83.9892568,0.7918584709811355 +Union GA,Other,167,11079,34.833333,-83.9892568,0.015073562595902158 +Upson GA,Democrat,3959,11263,32.8818367,-84.2922831,0.3515049276391725 +Upson GA,Republican,7230,11263,32.8818367,-84.2922831,0.6419248867974785 +Upson GA,Other,74,11263,32.8818367,-84.2922831,0.0065701855633490186 +Walker GA,Democrat,5274,21896,34.735802,-85.3054565,0.2408659115820241 +Walker GA,Republican,16247,21896,34.735802,-85.3054565,0.7420076726342711 +Walker GA,Other,375,21896,34.735802,-85.3054565,0.017126415783704788 +Walton GA,Democrat,8148,37612,33.7838866,-83.731829,0.21663298947144527 +Walton GA,Republican,29036,37612,33.7838866,-83.731829,0.7719876635116453 +Walton GA,Other,428,37612,33.7838866,-83.731829,0.011379347016909498 +Ware GA,Democrat,3900,11939,31.050881,-82.4215072,0.3266605243320211 +Ware GA,Republican,7941,11939,31.050881,-82.4215072,0.6651310830052768 +Ware GA,Other,98,11939,31.050881,-82.4215072,0.008208392662702069 +Warren GA,Democrat,1529,2526,33.4191691,-82.6880123,0.605304829770388 +Warren GA,Republican,990,2526,33.4191691,-82.6880123,0.3919239904988123 +Warren GA,Other,7,2526,33.4191691,-82.6880123,0.0027711797307996833 +Washington GA,Democrat,4714,8808,32.9718435,-82.7981123,0.5351952770208901 +Washington GA,Republican,4035,8808,32.9718435,-82.7981123,0.45810626702997276 +Washington GA,Other,59,8808,32.9718435,-82.7981123,0.006698455949137148 +Wayne GA,Democrat,2596,10269,31.5478449,-81.9123763,0.2527996883825105 +Wayne GA,Republican,7557,10269,31.5478449,-81.9123763,0.735904177621969 +Wayne GA,Other,116,10269,31.5478449,-81.9123763,0.0112961339955205 +Webster GA,Democrat,582,1187,32.0466911,-84.5538279,0.4903117101937658 +Webster GA,Republican,601,1187,32.0466911,-84.5538279,0.506318449873631 +Webster GA,Other,4,1187,32.0466911,-84.5538279,0.003369839932603201 +Wheeler GA,Democrat,772,2160,32.105258,-82.7338492,0.3574074074074074 +Wheeler GA,Republican,1366,2160,32.105258,-82.7338492,0.6324074074074074 +Wheeler GA,Other,22,2160,32.105258,-82.7338492,0.010185185185185186 +White GA,Democrat,1671,10488,34.643776,-83.7434165,0.15932494279176201 +White GA,Republican,8651,10488,34.643776,-83.7434165,0.8248474446987033 +White GA,Other,166,10488,34.643776,-83.7434165,0.015827612509534707 +Whitfield GA,Democrat,7210,26876,34.8017261,-84.968541,0.2682690876618544 +Whitfield GA,Republican,19305,26876,34.8017261,-84.968541,0.7182988539961304 +Whitfield GA,Other,361,26876,34.8017261,-84.968541,0.01343205834201518 +Wilcox GA,Democrat,1060,3129,31.9627199,-83.4382586,0.3387663790348354 +Wilcox GA,Republican,2053,3129,31.9627199,-83.4382586,0.6561201661872803 +Wilcox GA,Other,16,3129,31.9627199,-83.4382586,0.005113454777884308 +Wilkes GA,Democrat,2087,4761,33.7790312,-82.7479211,0.4383532871245537 +Wilkes GA,Republican,2635,4761,33.7790312,-82.7479211,0.5534551564797312 +Wilkes GA,Other,39,4761,33.7790312,-82.7479211,0.008191556395715185 +Wilkinson GA,Democrat,2181,4450,32.8042663,-83.1755122,0.4901123595505618 +Wilkinson GA,Republican,2246,4450,32.8042663,-83.1755122,0.5047191011235955 +Wilkinson GA,Other,23,4450,32.8042663,-83.1755122,0.005168539325842696 +Worth GA,Democrat,2487,8419,31.5517733,-83.8499598,0.2954032545432949 +Worth GA,Republican,5869,8419,31.5517733,-83.8499598,0.6971136714574178 +Worth GA,Other,63,8419,31.5517733,-83.8499598,0.007483073999287326 +Hawaii HI,Democrat,47224,63454,19.5977643,-155.5024434,0.74422416238535 +Hawaii HI,Republican,14753,63454,19.5977643,-155.5024434,0.2324991332303716 +Hawaii HI,Other,1477,63454,19.5977643,-155.5024434,0.023276704384278375 +Honolulu HI,Democrat,204349,296742,21.5800225,-158.1234063,0.6886419852936221 +Honolulu HI,Republican,88461,296742,21.5800225,-158.1234063,0.29810744687304125 +Honolulu HI,Other,3932,296742,21.5800225,-158.1234063,0.013250567833336703 +Kauai HI,Democrat,18641,25372,22.0120383,-159.7059653,0.73470755163172 +Kauai HI,Republican,6121,25372,22.0120383,-159.7059653,0.24125019706763362 +Kauai HI,Other,610,25372,22.0120383,-159.7059653,0.024042251300646383 +Maui HI,Democrat,36052,48653,20.8559308,-156.6015502,0.7410026103220767 +Maui HI,Republican,11602,48653,20.8559308,-156.6015502,0.23846422625531827 +Maui HI,Other,999,48653,20.8559308,-156.6015502,0.02053316342260498 +Ada ID,Democrat,77137,180546,43.4514767,-116.244376,0.427242918702159 +Ada ID,Republican,97554,180546,43.4514767,-116.244376,0.5403276727260643 +Ada ID,Other,5855,180546,43.4514767,-116.244376,0.03242940857177672 +Adams ID,Democrat,577,2060,44.877004,-116.4616241,0.28009708737864075 +Adams ID,Republican,1413,2060,44.877004,-116.4616241,0.6859223300970874 +Adams ID,Other,70,2060,44.877004,-116.4616241,0.03398058252427184 +Bannock ID,Democrat,13214,35260,42.6929211,-112.2289819,0.374758933635848 +Bannock ID,Republican,21010,35260,42.6929211,-112.2289819,0.5958593306863301 +Bannock ID,Other,1036,35260,42.6929211,-112.2289819,0.029381735677821895 +Benewah ID,Democrat,1164,3884,47.2184513,-116.6335414,0.2996910401647786 +Benewah ID,Republican,2596,3884,47.2184513,-116.6335414,0.6683831101956745 +Benewah ID,Other,124,3884,47.2184513,-116.6335414,0.03192584963954686 +Bingham ID,Democrat,3822,17603,43.2163568,-112.3992058,0.21712208146338693 +Bingham ID,Republican,13440,17603,43.2163568,-112.3992058,0.7635062205305914 +Bingham ID,Other,341,17603,43.2163568,-112.3992058,0.0193716980060217 +Blaine ID,Democrat,5992,10194,43.394192,-113.9553713,0.587796743182264 +Blaine ID,Republican,3939,10194,43.394192,-113.9553713,0.3864037669217187 +Blaine ID,Other,263,10194,43.394192,-113.9553713,0.025799489896017266 +Boise ID,Democrat,1053,3445,43.9872749,-115.7151105,0.30566037735849055 +Boise ID,Republican,2284,3445,43.9872749,-115.7151105,0.6629898403483309 +Boise ID,Other,108,3445,43.9872749,-115.7151105,0.03134978229317852 +Bonner ID,Democrat,6500,18536,48.316796,-116.6123638,0.3506689684937419 +Bonner ID,Republican,11367,18536,48.316796,-116.6123638,0.6132391022874406 +Bonner ID,Other,669,18536,48.316796,-116.6123638,0.03609192921881744 +Bonneville ID,Democrat,9903,43213,43.3951708,-111.6218783,0.22916714877467428 +Bonneville ID,Republican,32276,43213,43.3951708,-111.6218783,0.7469048665910721 +Bonneville ID,Other,1034,43213,43.3951708,-111.6218783,0.02392798463425358 +Boundary ID,Democrat,1225,4544,48.7731313,-116.5246676,0.2695862676056338 +Boundary ID,Republican,3138,4544,48.7731313,-116.5246676,0.690580985915493 +Boundary ID,Other,181,4544,48.7731313,-116.5246676,0.03983274647887324 +Butte ID,Democrat,258,1286,43.685101,-113.1776308,0.2006220839813375 +Butte ID,Republican,1001,1286,43.685101,-113.1776308,0.7783825816485226 +Butte ID,Other,27,1286,43.685101,-113.1776308,0.020995334370139968 +Camas ID,Democrat,159,578,43.5025515,-114.7721349,0.2750865051903114 +Camas ID,Republican,402,578,43.5025515,-114.7721349,0.6955017301038062 +Camas ID,Other,17,578,43.5025515,-114.7721349,0.029411764705882353 +Canyon ID,Democrat,19866,66090,43.6257956,-116.709058,0.3005901044030867 +Canyon ID,Republican,44369,66090,43.6257956,-116.709058,0.671342109244969 +Canyon ID,Other,1855,66090,43.6257956,-116.709058,0.028067786351944318 +Caribou ID,Democrat,386,3052,42.7860724,-111.5442734,0.12647444298820446 +Caribou ID,Republican,2608,3052,42.7860724,-111.5442734,0.854521625163827 +Caribou ID,Other,58,3052,42.7860724,-111.5442734,0.019003931847968544 +Cassia ID,Democrat,1098,8396,42.282313,-113.6263276,0.1307765602667937 +Cassia ID,Republican,7154,8396,42.282313,-113.6263276,0.8520724154359218 +Cassia ID,Other,144,8396,42.282313,-113.6263276,0.01715102429728442 +Clark ID,Democrat,66,328,44.290218,-112.3546128,0.20121951219512196 +Clark ID,Republican,235,328,44.290218,-112.3546128,0.7164634146341463 +Clark ID,Other,27,328,44.290218,-112.3546128,0.08231707317073171 +Clearwater ID,Democrat,1032,3696,46.67257,-115.6535003,0.2792207792207792 +Clearwater ID,Republican,2541,3696,46.67257,-115.6535003,0.6875 +Clearwater ID,Other,123,3696,46.67257,-115.6535003,0.033279220779220776 +Custer ID,Democrat,530,2352,44.273351,-114.2522675,0.22534013605442177 +Custer ID,Republican,1744,2352,44.273351,-114.2522675,0.7414965986394558 +Custer ID,Other,78,2352,44.273351,-114.2522675,0.03316326530612245 +Elmore ID,Democrat,2513,8001,43.3946984,-115.471205,0.31408573928258965 +Elmore ID,Republican,5227,8001,43.3946984,-115.471205,0.6532933383327084 +Elmore ID,Other,261,8001,43.3946984,-115.471205,0.03262092238470191 +Franklin ID,Democrat,325,5600,42.1736093,-111.8229653,0.05803571428571429 +Franklin ID,Republican,5195,5600,42.1736093,-111.8229653,0.9276785714285715 +Franklin ID,Other,80,5600,42.1736093,-111.8229653,0.014285714285714285 +Fremont ID,Democrat,810,5802,44.2180909,-111.484429,0.13960703205791106 +Fremont ID,Republican,4907,5802,44.2180909,-111.484429,0.8457428472940366 +Fremont ID,Other,85,5802,44.2180909,-111.484429,0.014650120648052396 +Gem ID,Democrat,1957,7490,44.0614727,-116.3987839,0.26128170894526037 +Gem ID,Republican,5311,7490,44.0614727,-116.3987839,0.7090787716955941 +Gem ID,Other,222,7490,44.0614727,-116.3987839,0.02963951935914553 +Gooding ID,Democrat,1287,5118,42.9731849,-114.8214203,0.2514654161781946 +Gooding ID,Republican,3696,5118,42.9731849,-114.8214203,0.7221570926143025 +Gooding ID,Other,135,5118,42.9731849,-114.8214203,0.02637749120750293 +Idaho ID,Democrat,1708,7837,45.849644,-115.4673371,0.21794053847135383 +Idaho ID,Republican,5921,7837,45.849644,-115.4673371,0.7555186933775679 +Idaho ID,Other,208,7837,45.849644,-115.4673371,0.02654076815107822 +Jefferson ID,Democrat,1303,11381,43.7969649,-112.3185879,0.11448906071522713 +Jefferson ID,Republican,9895,11381,43.7969649,-112.3185879,0.8694315086547755 +Jefferson ID,Other,183,11381,43.7969649,-112.3185879,0.016079430629997365 +Jerome ID,Democrat,1699,6681,42.6913953,-114.2620858,0.25430324801676396 +Jerome ID,Republican,4804,6681,42.6913953,-114.2620858,0.7190540338272714 +Jerome ID,Other,178,6681,42.6913953,-114.2620858,0.026642718155964674 +Kootenai ID,Democrat,18851,59828,47.6759658,-116.6959222,0.31508658153373004 +Kootenai ID,Republican,39381,59828,47.6759658,-116.6959222,0.6582369459116133 +Kootenai ID,Other,1596,59828,47.6759658,-116.6959222,0.02667647255465668 +Latah ID,Democrat,8306,16759,46.8189202,-116.7309737,0.49561429679575153 +Latah ID,Republican,7589,16759,46.8189202,-116.7309737,0.45283131451757264 +Latah ID,Other,864,16759,46.8189202,-116.7309737,0.05155438868667581 +Lemhi ID,Democrat,960,4110,44.9285059,-113.8870422,0.23357664233576642 +Lemhi ID,Republican,3029,4110,44.9285059,-113.8870422,0.7369829683698297 +Lemhi ID,Other,121,4110,44.9285059,-113.8870422,0.029440389294403894 +Lewis ID,Democrat,396,1614,46.2363277,-116.42376,0.24535315985130113 +Lewis ID,Republican,1173,1614,46.2363277,-116.42376,0.7267657992565055 +Lewis ID,Other,45,1614,46.2363277,-116.42376,0.027881040892193308 +Lincoln ID,Democrat,469,1662,42.9861805,-114.1538989,0.2821901323706378 +Lincoln ID,Republican,1141,1662,42.9861805,-114.1538989,0.6865222623345367 +Lincoln ID,Other,52,1662,42.9861805,-114.1538989,0.031287605294825514 +Madison ID,Democrat,832,14412,43.788614,-111.6569925,0.057729669719678044 +Madison ID,Republican,13445,14412,43.788614,-111.6569925,0.9329031362753262 +Madison ID,Other,135,14412,43.788614,-111.6569925,0.009367194004995838 +Minidoka ID,Democrat,1390,6973,42.8572114,-113.6398404,0.19934031263444715 +Minidoka ID,Republican,5442,6973,42.8572114,-113.6398404,0.7804388355083896 +Minidoka ID,Other,141,6973,42.8572114,-113.6398404,0.020220851857163345 +Oneida ID,Democrat,217,2089,42.1838954,-112.5204486,0.1038774533269507 +Oneida ID,Republican,1838,2089,42.1838954,-112.5204486,0.8798468166586884 +Oneida ID,Other,34,2089,42.1838954,-112.5204486,0.016275730014360938 +Owyhee ID,Democrat,833,3724,42.5728508,-116.1896903,0.2236842105263158 +Owyhee ID,Republican,2794,3724,42.5728508,-116.1896903,0.7502685284640171 +Owyhee ID,Other,97,3724,42.5728508,-116.1896903,0.026047261009667026 +Payette ID,Democrat,2271,8495,44.00243,-116.7502379,0.2673337257210124 +Payette ID,Republican,6004,8495,44.00243,-116.7502379,0.7067686874632136 +Payette ID,Other,220,8495,44.00243,-116.7502379,0.025897586815773983 +Power ID,Democrat,982,2903,42.694126,-112.844407,0.33827075439200827 +Power ID,Republican,1870,2903,42.694126,-112.844407,0.644161212538753 +Power ID,Other,51,2903,42.694126,-112.844407,0.01756803306923872 +Shoshone ID,Democrat,2277,5148,47.3476935,-115.8850916,0.4423076923076923 +Shoshone ID,Republican,2699,5148,47.3476935,-115.8850916,0.5242812742812742 +Shoshone ID,Other,172,5148,47.3476935,-115.8850916,0.03341103341103341 +Teton ID,Democrat,1926,4523,43.7609939,-111.2117653,0.4258235684280345 +Teton ID,Republican,2458,4523,43.7609939,-111.2117653,0.5434446164050409 +Teton ID,Other,139,4523,43.7609939,-111.2117653,0.03073181516692461 +Valley ID,Democrat,2095,4919,44.8559596,-115.6180612,0.42589957308396015 +Valley ID,Republican,2664,4919,44.8559596,-115.6180612,0.5415734905468591 +Valley ID,Other,160,4919,44.8559596,-115.6180612,0.03252693636918073 +Washington ID,Democrat,1104,4330,44.4482229,-116.7977917,0.25496535796766745 +Washington ID,Republican,3128,4330,44.4482229,-116.7977917,0.7224018475750578 +Washington ID,Other,98,4330,44.4482229,-116.7977917,0.022632794457274827 +Adams IL,Democrat,9648,30607,39.9860525,-91.1949607,0.31522200803737704 +Adams IL,Republican,20416,30607,39.9860525,-91.1949607,0.6670369523311661 +Adams IL,Other,543,30607,39.9860525,-91.1949607,0.017741039631456856 +Alexander IL,Democrat,1965,3501,37.1836583,-89.3495158,0.5612682090831191 +Alexander IL,Republican,1487,3501,37.1836583,-89.3495158,0.42473578977435017 +Alexander IL,Other,49,3501,37.1836583,-89.3495158,0.013996001142530705 +Bond IL,Democrat,3020,7336,38.885924,-89.4365916,0.4116684841875682 +Bond IL,Republican,4095,7336,38.885924,-89.4365916,0.558206106870229 +Bond IL,Other,221,7336,38.885924,-89.4365916,0.030125408942202836 +Boone IL,Democrat,9883,21365,42.3189831,-88.8242951,0.46257898432014977 +Boone IL,Republican,11096,21365,42.3189831,-88.8242951,0.5193540837818863 +Boone IL,Other,386,21365,42.3189831,-88.8242951,0.018066931897963958 +Brown IL,Democrat,787,2364,39.9620694,-90.7503095,0.3329103214890017 +Brown IL,Republican,1513,2364,39.9620694,-90.7503095,0.6400169204737732 +Brown IL,Other,64,2364,39.9620694,-90.7503095,0.02707275803722504 +Bureau IL,Democrat,8134,16631,41.4013043,-89.5283772,0.4890866454212014 +Bureau IL,Republican,8164,16631,41.4013043,-89.5283772,0.4908905056821598 +Bureau IL,Other,333,16631,41.4013043,-89.5283772,0.020022848896638808 +Calhoun IL,Democrat,1080,2576,39.1642619,-90.6662949,0.4192546583850932 +Calhoun IL,Republican,1440,2576,39.1642619,-90.6662949,0.5590062111801242 +Calhoun IL,Other,56,2576,39.1642619,-90.6662949,0.021739130434782608 +Carroll IL,Democrat,3665,7386,42.0709,-89.9241894,0.49620904413755756 +Carroll IL,Republican,3555,7386,42.0709,-89.9241894,0.4813160032493907 +Carroll IL,Other,166,7386,42.0709,-89.9241894,0.02247495261305172 +Cass IL,Democrat,2053,4862,39.9692024,-90.2457045,0.42225421637186344 +Cass IL,Republican,2707,4862,39.9692024,-90.2457045,0.5567667626491156 +Cass IL,Other,102,4862,39.9692024,-90.2457045,0.02097902097902098 +Champaign IL,Democrat,40831,78359,40.1389845,-88.1969749,0.5210760729463112 +Champaign IL,Republican,35312,78359,40.1389845,-88.1969749,0.45064383159560484 +Champaign IL,Other,2216,78359,40.1389845,-88.1969749,0.028280095458083947 +Christian IL,Democrat,5494,14701,39.5455242,-89.2795927,0.3737160737364805 +Christian IL,Republican,8885,14701,39.5455242,-89.2795927,0.6043806543772533 +Christian IL,Other,322,14701,39.5455242,-89.2795927,0.02190327188626624 +Clark IL,Democrat,2591,7860,39.3323343,-87.7916832,0.3296437659033079 +Clark IL,Republican,5144,7860,39.3323343,-87.7916832,0.6544529262086514 +Clark IL,Other,125,7860,39.3323343,-87.7916832,0.015903307888040712 +Clay IL,Democrat,1584,5908,38.7468187,-88.4823254,0.26811103588354773 +Clay IL,Republican,4190,5908,38.7468187,-88.4823254,0.7092078537576167 +Clay IL,Other,134,5908,38.7468187,-88.4823254,0.022681110358835476 +Clinton IL,Democrat,5596,16450,38.6062953,-89.4262278,0.3401823708206687 +Clinton IL,Republican,10524,16450,38.6062953,-89.4262278,0.6397568389057751 +Clinton IL,Other,330,16450,38.6062953,-89.4262278,0.02006079027355623 +Coles IL,Democrat,9262,21358,39.5136797,-88.220782,0.43365483659518683 +Coles IL,Republican,11631,21358,39.5136797,-88.220782,0.5445734619346381 +Coles IL,Other,465,21358,39.5136797,-88.220782,0.02177170147017511 +Cook IL,Democrat,1488537,2011597,41.8942937,-87.6454546,0.7399777390799449 +Cook IL,Republican,495542,2011597,41.8942937,-87.6454546,0.24634258253516983 +Cook IL,Other,27518,2011597,41.8942937,-87.6454546,0.013679678384885242 +Crawford IL,Democrat,2858,8609,39.0027865,-87.7606193,0.3319781623881984 +Crawford IL,Republican,5585,8609,39.0027865,-87.7606193,0.6487396910210245 +Crawford IL,Other,166,8609,39.0027865,-87.7606193,0.019282146590777094 +Cumberland IL,Democrat,1641,5295,39.273121,-88.2406193,0.30991501416430595 +Cumberland IL,Republican,3509,5295,39.273121,-88.2406193,0.6627006610009443 +Cumberland IL,Other,145,5295,39.273121,-88.2406193,0.027384324834749764 +Douglas IL,Democrat,2430,7897,39.766078,-88.2228656,0.30771178928707105 +Douglas IL,Republican,5334,7897,39.766078,-88.2228656,0.6754463720400152 +Douglas IL,Other,133,7897,39.766078,-88.2228656,0.016841838672913764 +Edgar IL,Democrat,2565,7819,39.679037,-87.7471102,0.32804706484205143 +Edgar IL,Republican,5132,7819,39.679037,-87.7471102,0.6563499168691649 +Edgar IL,Other,122,7819,39.679037,-87.7471102,0.015603018288783733 +Edwards IL,Democrat,754,3228,38.4170954,-88.0479408,0.23358116480793062 +Edwards IL,Republican,2405,3228,38.4170954,-88.0479408,0.7450433705080545 +Edwards IL,Other,69,3228,38.4170954,-88.0479408,0.02137546468401487 +Effingham IL,Democrat,3861,16613,39.0479445,-88.5928488,0.23240835490278697 +Effingham IL,Republican,12501,16613,39.0479445,-88.5928488,0.7524829952446879 +Effingham IL,Other,251,16613,39.0479445,-88.5928488,0.01510864985252513 +Fayette IL,Democrat,2853,8971,39.0011246,-89.0179232,0.31802474640508305 +Fayette IL,Republican,5951,8971,39.0011246,-89.0179232,0.6633597146360495 +Fayette IL,Other,167,8971,39.0011246,-89.0179232,0.018615538958867462 +Ford IL,Democrat,1656,6006,40.5965386,-88.2245882,0.2757242757242757 +Ford IL,Republican,4229,6006,40.5965386,-88.2245882,0.7041292041292041 +Ford IL,Other,121,6006,40.5965386,-88.2245882,0.020146520146520148 +Franklin IL,Democrat,7254,17914,37.9918516,-88.9263215,0.40493468795355586 +Franklin IL,Republican,10267,17914,37.9918516,-88.9263215,0.5731271631126493 +Franklin IL,Other,393,17914,37.9918516,-88.9263215,0.021938148933794796 +Fulton IL,Democrat,8328,15356,40.4652401,-90.2022689,0.5423287314404793 +Fulton IL,Republican,6632,15356,40.4652401,-90.2022689,0.4318833029434749 +Fulton IL,Other,396,15356,40.4652401,-90.2022689,0.025787965616045846 +Gallatin IL,Democrat,1029,2573,37.7686768,-88.2279642,0.39992226972405753 +Gallatin IL,Republican,1492,2573,37.7686768,-88.2279642,0.5798678585308978 +Gallatin IL,Other,52,2573,37.7686768,-88.2279642,0.020209871745044693 +Greene IL,Democrat,2023,5622,39.3554391,-90.3876823,0.3598363571682675 +Greene IL,Republican,3451,5622,39.3554391,-90.3876823,0.6138384916399857 +Greene IL,Other,148,5622,39.3554391,-90.3876823,0.02632515119174671 +Grundy IL,Democrat,9451,21244,41.2924096,-88.4010545,0.4448785539446432 +Grundy IL,Republican,11343,21244,41.2924096,-88.4010545,0.5339389945396347 +Grundy IL,Other,450,21244,41.2924096,-88.4010545,0.021182451515722085 +Hamilton IL,Democrat,1269,3941,38.0852273,-88.5390093,0.3219994925145902 +Hamilton IL,Republican,2566,3941,38.0852273,-88.5390093,0.6511037807663029 +Hamilton IL,Other,106,3941,38.0852273,-88.5390093,0.026896726719106825 +Hancock IL,Democrat,3650,9111,40.401318,-91.1688008,0.40061464164197125 +Hancock IL,Republican,5271,9111,40.401318,-91.1688008,0.578531445505433 +Hancock IL,Other,190,9111,40.401318,-91.1688008,0.020853912852595764 +Hardin IL,Democrat,742,2330,37.5178517,-88.2661478,0.3184549356223176 +Hardin IL,Republican,1535,2330,37.5178517,-88.2661478,0.6587982832618026 +Hardin IL,Other,53,2330,37.5178517,-88.2661478,0.022746781115879827 +Henderson IL,Democrat,1978,3568,40.814471,-90.9412464,0.554372197309417 +Henderson IL,Republican,1541,3568,40.814471,-90.9412464,0.4318946188340807 +Henderson IL,Other,49,3568,40.814471,-90.9412464,0.013733183856502242 +Henry IL,Democrat,12332,24322,41.3500209,-90.1308378,0.5070306718197517 +Henry IL,Republican,11583,24322,41.3500209,-90.1308378,0.47623550694844174 +Henry IL,Other,407,24322,41.3500209,-90.1308378,0.016733821231806594 +Iroquois IL,Democrat,3413,12784,40.7488665,-87.833601,0.26697434292866085 +Iroquois IL,Republican,9120,12784,40.7488665,-87.833601,0.7133917396745932 +Iroquois IL,Other,251,12784,40.7488665,-87.833601,0.019633917396745932 +Jackson IL,Democrat,13319,24012,37.7860959,-89.3812119,0.5546809928369149 +Jackson IL,Republican,9864,24012,37.7860959,-89.3812119,0.4107946026986507 +Jackson IL,Other,829,24012,37.7860959,-89.3812119,0.03452440446443445 +Jasper IL,Democrat,1436,5043,39.0048737,-88.1507629,0.2847511401943288 +Jasper IL,Republican,3514,5043,39.0048737,-88.1507629,0.6968074558794368 +Jasper IL,Other,93,5043,39.0048737,-88.1507629,0.018441403926234383 +Jefferson IL,Democrat,6089,16320,38.3007796,-88.92421,0.37310049019607844 +Jefferson IL,Republican,9811,16320,38.3007796,-88.92421,0.6011642156862745 +Jefferson IL,Other,420,16320,38.3007796,-88.92421,0.025735294117647058 +Jersey IL,Democrat,3667,9959,39.0801945,-90.361385,0.36820965960437796 +Jersey IL,Republican,6039,9959,39.0801945,-90.361385,0.6063861833517421 +Jersey IL,Other,253,9959,39.0801945,-90.361385,0.025404157043879907 +Johnson IL,Democrat,1572,5672,37.4607092,-88.8821305,0.2771509167842031 +Johnson IL,Republican,3963,5672,37.4607092,-88.8821305,0.6986953455571228 +Johnson IL,Other,137,5672,37.4607092,-88.8821305,0.02415373765867419 +Kane IL,Democrat,90332,181642,41.9395938,-88.4280395,0.497307891346715 +Kane IL,Republican,88335,181642,41.9395938,-88.4280395,0.48631373801213373 +Kane IL,Other,2975,181642,41.9395938,-88.4280395,0.016378370641151274 +Kankakee IL,Democrat,21595,45509,41.1395105,-87.8611165,0.4745215232151882 +Kankakee IL,Republican,23136,45509,41.1395105,-87.8611165,0.5083829572172537 +Kankakee IL,Other,778,45509,41.1395105,-87.8611165,0.017095519567558067 +Kendall IL,Democrat,22471,47295,41.5881403,-88.4306257,0.47512422031927265 +Kendall IL,Republican,24047,47295,41.5881403,-88.4306257,0.5084469817105403 +Kendall IL,Other,777,47295,41.5881403,-88.4306257,0.016428797970187124 +Knox IL,Democrat,13451,23278,40.9309446,-90.2137921,0.5778417389810121 +Knox IL,Republican,9408,23278,40.9309446,-90.2137921,0.40415843285505626 +Knox IL,Other,419,23278,40.9309446,-90.2137921,0.01799982816393161 +Lake IL,Democrat,153757,287493,42.326441,-87.435976,0.5348199782255568 +Lake IL,Republican,129764,287493,42.326441,-87.435976,0.4513640332112434 +Lake IL,Other,3972,287493,42.326441,-87.435976,0.013815988563199799 +Lawrence IL,Democrat,2011,5989,38.7189542,-87.7302207,0.3357822674903991 +Lawrence IL,Republican,3857,5989,38.7189542,-87.7302207,0.6440140257138086 +Lawrence IL,Other,121,5989,38.7189542,-87.7302207,0.020203706795792285 +Lee IL,Democrat,6937,15301,41.7474465,-89.2993616,0.45336906084569634 +Lee IL,Republican,8059,15301,41.7474465,-89.2993616,0.5266976014639566 +Lee IL,Other,305,15301,41.7474465,-89.2993616,0.019933337690347035 +Livingston IL,Democrat,5020,15039,40.8943761,-88.5528518,0.3337987898131525 +Livingston IL,Republican,9753,15039,40.8943761,-88.5528518,0.6485138639537203 +Livingston IL,Other,266,15039,40.8943761,-88.5528518,0.0176873462331272 +Logan IL,Democrat,3978,12053,40.1292768,-89.3653086,0.3300423131170663 +Logan IL,Republican,7844,12053,40.1292768,-89.3653086,0.6507923338587903 +Logan IL,Other,231,12053,40.1292768,-89.3653086,0.019165353024143367 +Macon IL,Democrat,22780,48899,39.8602372,-88.9615288,0.46585819750915153 +Macon IL,Republican,25309,48899,39.8602372,-88.9615288,0.5175770465653694 +Macon IL,Other,810,48899,39.8602372,-88.9615288,0.016564755925479048 +Macoupin IL,Democrat,9464,21010,39.2659138,-89.9263301,0.4504521656354117 +Macoupin IL,Republican,10946,21010,39.2659138,-89.9263301,0.5209900047596383 +Macoupin IL,Other,600,21010,39.2659138,-89.9263301,0.028557829604950024 +Madison IL,Democrat,58922,122473,38.8271195,-89.9002267,0.48110195716606924 +Madison IL,Republican,60608,122473,38.8271195,-89.9002267,0.49486825667698187 +Madison IL,Other,2943,122473,38.8271195,-89.9002267,0.02402978615694888 +Marion IL,Democrat,6225,15764,38.6482361,-88.9203624,0.3948870844963207 +Marion IL,Republican,9248,15764,38.6482361,-88.9203624,0.5866531337224055 +Marion IL,Other,291,15764,38.6482361,-88.9203624,0.018459781781273787 +Marshall IL,Democrat,2455,5850,41.0311192,-89.3423714,0.41965811965811967 +Marshall IL,Republican,3290,5850,41.0311192,-89.3423714,0.5623931623931624 +Marshall IL,Other,105,5850,41.0311192,-89.3423714,0.017948717948717947 +Mason IL,Democrat,2867,6272,40.2369926,-89.9135746,0.4571109693877551 +Mason IL,Republican,3265,6272,40.2369926,-89.9135746,0.5205676020408163 +Mason IL,Other,140,6272,40.2369926,-89.9135746,0.022321428571428572 +Massac IL,Democrat,2092,6495,37.216119,-88.7056578,0.3220939183987683 +Massac IL,Republican,4278,6495,37.216119,-88.7056578,0.6586605080831409 +Massac IL,Other,125,6495,37.216119,-88.7056578,0.01924557351809084 +Menard IL,Democrat,2100,6151,40.0225693,-89.7941326,0.3414079011542839 +Menard IL,Republican,3948,6151,40.0225693,-89.7941326,0.6418468541700536 +Menard IL,Other,103,6151,40.0225693,-89.7941326,0.016745244675662494 +Mercer IL,Democrat,4507,8534,41.2056046,-90.7417698,0.528122802906023 +Mercer IL,Republican,3876,8534,41.2056046,-90.7417698,0.4541832669322709 +Mercer IL,Other,151,8534,41.2056046,-90.7417698,0.017693930161706117 +Monroe IL,Democrat,6215,17432,38.2779831,-90.1790777,0.3565282239559431 +Monroe IL,Republican,10888,17432,38.2779831,-90.1790777,0.6245984396512162 +Monroe IL,Other,329,17432,38.2779831,-90.1790777,0.018873336392840754 +Montgomery IL,Democrat,5058,12133,39.2280681,-89.4781407,0.4168795846039726 +Montgomery IL,Republican,6776,12133,39.2280681,-89.4781407,0.5584768812330009 +Montgomery IL,Other,299,12133,39.2280681,-89.4781407,0.024643534163026455 +Morgan IL,Democrat,5806,14096,39.7176678,-90.2050054,0.41188989784335983 +Morgan IL,Republican,7972,14096,39.7176678,-90.2050054,0.565550510783201 +Morgan IL,Other,318,14096,39.7176678,-90.2050054,0.022559591373439273 +Moultrie IL,Democrat,2144,6057,39.6368956,-88.6257259,0.3539706125144461 +Moultrie IL,Republican,3784,6057,39.6368956,-88.6257259,0.6247317153706455 +Moultrie IL,Other,129,6057,39.6368956,-88.6257259,0.02129767211490837 +Ogle IL,Democrat,9514,23367,42.041884,-89.3201764,0.4071553900800274 +Ogle IL,Republican,13422,23367,42.041884,-89.3201764,0.574399794582103 +Ogle IL,Other,431,23367,42.041884,-89.3201764,0.018444815337869645 +Peoria IL,Democrat,40209,78411,40.7859722,-89.7669933,0.5127979492673221 +Peoria IL,Republican,36774,78411,40.7859722,-89.7669933,0.4689903202356812 +Peoria IL,Other,1428,78411,40.7859722,-89.7669933,0.018211730496996596 +Perry IL,Democrat,3819,9549,38.0843809,-89.3685249,0.39993716619541314 +Perry IL,Republican,5507,9549,38.0843809,-89.3685249,0.576709603099801 +Perry IL,Other,223,9549,38.0843809,-89.3685249,0.02335323070478584 +Piatt IL,Democrat,3090,8707,40.0090327,-88.5923546,0.35488687263121627 +Piatt IL,Republican,5413,8707,40.0090327,-88.5923546,0.6216837027678879 +Piatt IL,Other,204,8707,40.0090327,-88.5923546,0.02342942460089583 +Pike IL,Democrat,2278,7286,39.6251059,-90.8890344,0.31265440570958003 +Pike IL,Republican,4860,7286,39.6251059,-90.8890344,0.6670326653856712 +Pike IL,Other,148,7286,39.6251059,-90.8890344,0.020312928904748832 +Pope IL,Democrat,650,2222,37.4171687,-88.5423737,0.2925292529252925 +Pope IL,Republican,1512,2222,37.4171687,-88.5423737,0.6804680468046804 +Pope IL,Other,60,2222,37.4171687,-88.5423737,0.027002700270027002 +Pulaski IL,Democrat,1389,3003,37.2156152,-89.1277549,0.46253746253746253 +Pulaski IL,Republican,1564,3003,37.2156152,-89.1277549,0.5208125208125208 +Pulaski IL,Other,50,3003,37.2156152,-89.1277549,0.016650016650016652 +Putnam IL,Democrat,1559,3135,41.1989613,-89.2983474,0.49728867623604467 +Putnam IL,Republican,1502,3135,41.1989613,-89.2983474,0.4791068580542265 +Putnam IL,Other,74,3135,41.1989613,-89.2983474,0.023604465709728868 +Randolph IL,Democrat,5759,14392,38.0565149,-89.8212096,0.40015286270150086 +Randolph IL,Republican,8290,14392,38.0565149,-89.8212096,0.5760144524735964 +Randolph IL,Other,343,14392,38.0565149,-89.8212096,0.023832684824902722 +Richland IL,Democrat,2362,7282,38.7121872,-88.0854523,0.32436143916506455 +Richland IL,Republican,4756,7282,38.7121872,-88.0854523,0.653117275473771 +Richland IL,Other,164,7282,38.7121872,-88.0854523,0.022521285361164517 +Saline IL,Democrat,3701,10720,37.7515083,-88.5450236,0.34524253731343285 +Saline IL,Republican,6806,10720,37.7515083,-88.5450236,0.6348880597014925 +Saline IL,Other,213,10720,37.7515083,-88.5450236,0.019869402985074627 +Sangamon IL,Democrat,42107,94297,39.7568675,-89.6624251,0.4465359449399239 +Sangamon IL,Republican,50225,94297,39.7568675,-89.6624251,0.5326256402642714 +Sangamon IL,Other,1965,94297,39.7568675,-89.6624251,0.020838414795804745 +Schuyler IL,Democrat,1727,3890,40.1569048,-90.6134641,0.44395886889460157 +Schuyler IL,Republican,2069,3890,40.1569048,-90.6134641,0.5318766066838047 +Schuyler IL,Other,94,3890,40.1569048,-90.6134641,0.02416452442159383 +Scott IL,Democrat,910,2555,39.6370016,-90.4777707,0.3561643835616438 +Scott IL,Republican,1587,2555,39.6370016,-90.4777707,0.6211350293542074 +Scott IL,Other,58,2555,39.6370016,-90.4777707,0.022700587084148727 +Shelby IL,Democrat,3342,10395,39.3849258,-88.7988615,0.3215007215007215 +Shelby IL,Republican,6843,10395,39.3849258,-88.7988615,0.6582972582972583 +Shelby IL,Other,210,10395,39.3849258,-88.7988615,0.020202020202020204 +Stark IL,Democrat,1095,2662,41.0969077,-89.7974111,0.4113448534936138 +Stark IL,Republican,1528,2662,41.0969077,-89.7974111,0.5740045078888054 +Stark IL,Other,39,2662,41.0969077,-89.7974111,0.014650638617580767 +Stephenson IL,Democrat,10165,21055,42.3497262,-89.6659942,0.4827831868914747 +Stephenson IL,Republican,10512,21055,42.3497262,-89.6659942,0.4992638328188079 +Stephenson IL,Other,378,21055,42.3497262,-89.6659942,0.017952980289717407 +Tazewell IL,Democrat,24438,61048,40.5080743,-89.5162598,0.40030795439654043 +Tazewell IL,Republican,35335,61048,40.5080743,-89.5162598,0.5788068405189359 +Tazewell IL,Other,1275,61048,40.5080743,-89.5162598,0.020885205084523652 +Union IL,Democrat,3137,8282,37.4856521,-89.2446391,0.37877324317797634 +Union IL,Republican,4957,8282,37.4856521,-89.2446391,0.598526925863318 +Union IL,Other,188,8282,37.4856521,-89.2446391,0.022699830958705626 +Vermilion IL,Democrat,12878,30314,40.1867542,-87.7267779,0.42482021508214024 +Vermilion IL,Republican,16892,30314,40.1867542,-87.7267779,0.5572342811902091 +Vermilion IL,Other,544,30314,40.1867542,-87.7267779,0.01794550372765059 +Wabash IL,Democrat,1590,5134,38.4458209,-87.8391674,0.30970003895597975 +Wabash IL,Republican,3478,5134,38.4458209,-87.8391674,0.6774444877288663 +Wabash IL,Other,66,5134,38.4458209,-87.8391674,0.012855473315153876 +Warren IL,Democrat,4044,7793,40.8504412,-90.6202228,0.5189272423970229 +Warren IL,Republican,3618,7793,40.8504412,-90.6202228,0.46426279994867187 +Warren IL,Other,131,7793,40.8504412,-90.6202228,0.016809957654305145 +Washington IL,Democrat,2450,7405,38.3531405,-89.4171873,0.33085752869682644 +Washington IL,Republican,4792,7405,38.3531405,-89.4171873,0.6471303173531398 +Washington IL,Other,163,7405,38.3531405,-89.4171873,0.02201215395003376 +Wayne IL,Democrat,1514,7680,38.4318573,-88.4324302,0.19713541666666667 +Wayne IL,Republican,5988,7680,38.4318573,-88.4324302,0.7796875 +Wayne IL,Other,178,7680,38.4318573,-88.4324302,0.023177083333333334 +White IL,Democrat,2188,7064,38.0873259,-88.1786227,0.30973952434881086 +White IL,Republican,4731,7064,38.0873259,-88.1786227,0.6697338618346546 +White IL,Other,145,7064,38.0873259,-88.1786227,0.02052661381653454 +Whiteside IL,Democrat,14833,25654,41.7506733,-89.9110045,0.57819443361659 +Whiteside IL,Republican,10334,25654,41.7506733,-89.9110045,0.40282217198097764 +Whiteside IL,Other,487,25654,41.7506733,-89.9110045,0.01898339440243237 +Will IL,Democrat,144229,277387,41.4484742,-87.9784564,0.5199558739234355 +Will IL,Republican,128969,277387,41.4484742,-87.9784564,0.4649424810823867 +Will IL,Other,4189,277387,41.4484742,-87.9784564,0.015101644994177809 +Williamson IL,Democrat,10647,29143,37.7303533,-88.9300182,0.365336444429194 +Williamson IL,Republican,17909,29143,37.7303533,-88.9300182,0.6145214974436399 +Williamson IL,Other,587,29143,37.7303533,-88.9300182,0.020142058127166042 +Winnebago IL,Democrat,61732,118984,42.3373957,-89.1612053,0.5188260606468097 +Winnebago IL,Republican,55138,118984,42.3373957,-89.1612053,0.4634068446177637 +Winnebago IL,Other,2114,118984,42.3373957,-89.1612053,0.017767094735426613 +Woodford IL,Democrat,5572,18874,40.789787,-89.2105871,0.2952209388576878 +Woodford IL,Republican,12961,18874,40.789787,-89.2105871,0.6867118787750345 +Woodford IL,Other,341,18874,40.789787,-89.2105871,0.018067182367277737 +Adams IN,Democrat,3806,13011,40.7457327,-84.9361303,0.29252171239720237 +Adams IN,Republican,8937,13011,40.7457327,-84.9361303,0.6868803320267466 +Adams IN,Other,268,13011,40.7457327,-84.9361303,0.020597955576051034 +Allen IN,Democrat,60036,146939,41.0919086,-85.0717907,0.40857770911738883 +Allen IN,Republican,84613,146939,41.0919086,-85.0717907,0.5758375924703448 +Allen IN,Other,2290,146939,41.0919086,-85.0717907,0.015584698412266314 +Bartholomew IN,Democrat,10625,29326,39.205843,-85.8979988,0.3623064857123372 +Bartholomew IN,Republican,18083,29326,39.205843,-85.8979988,0.6166200641069358 +Bartholomew IN,Other,618,29326,39.205843,-85.8979988,0.021073450180727 +Benton IN,Democrat,1159,3578,40.6009394,-87.3147862,0.32392397987702626 +Benton IN,Republican,2329,3578,40.6009394,-87.3147862,0.6509223029625489 +Benton IN,Other,90,3578,40.6009394,-87.3147862,0.02515371716042482 +Blackford IN,Democrat,1927,4743,40.4726717,-85.3237297,0.4062829432848408 +Blackford IN,Republican,2711,4743,40.4726717,-85.3237297,0.5715791693021295 +Blackford IN,Other,105,4743,40.4726717,-85.3237297,0.022137887413029727 +Boone IN,Democrat,8328,27737,40.0508916,-86.4690137,0.30024876518729493 +Boone IN,Republican,18808,27737,40.0508916,-86.4690137,0.678083426470058 +Boone IN,Other,601,27737,40.0508916,-86.4690137,0.021667808342647005 +Brown IN,Democrat,3060,7604,39.1951133,-86.2301205,0.40241977906365073 +Brown IN,Republican,4332,7604,39.1951133,-86.2301205,0.569700157811678 +Brown IN,Other,212,7604,39.1951133,-86.2301205,0.027880063124671225 +Carroll IN,Democrat,2635,7810,40.5849801,-86.5651412,0.3373879641485275 +Carroll IN,Republican,4999,7810,40.5849801,-86.5651412,0.6400768245838668 +Carroll IN,Other,176,7810,40.5849801,-86.5651412,0.022535211267605635 +Cass IN,Democrat,5371,14161,40.7537986,-86.3551685,0.37928112421439164 +Cass IN,Republican,8443,14161,40.7537986,-86.3551685,0.5962149565708637 +Cass IN,Other,347,14161,40.7537986,-86.3551685,0.02450391921474472 +Clark IN,Democrat,20807,47146,38.4762174,-85.7111221,0.4413311839816739 +Clark IN,Republican,25450,47146,38.4762174,-85.7111221,0.5398124973486617 +Clark IN,Other,889,47146,38.4762174,-85.7111221,0.018856318669664446 +Clay IN,Democrat,3460,10784,39.3939279,-87.1158582,0.32084569732937684 +Clay IN,Republican,7096,10784,39.3939279,-87.1158582,0.6580118694362018 +Clay IN,Other,228,10784,39.3939279,-87.1158582,0.021142433234421366 +Clinton IN,Democrat,3308,9883,40.305944,-86.4775665,0.3347161792977841 +Clinton IN,Republican,6338,9883,40.305944,-86.4775665,0.641303248001619 +Clinton IN,Other,237,9883,40.305944,-86.4775665,0.023980572700596985 +Crawford IN,Democrat,2041,4590,38.2894327,-86.4408711,0.44466230936819173 +Crawford IN,Republican,2421,4590,38.2894327,-86.4408711,0.5274509803921569 +Crawford IN,Other,128,4590,38.2894327,-86.4408711,0.027886710239651415 +Daviess IN,Democrat,2437,10250,38.6960898,-87.076943,0.2377560975609756 +Daviess IN,Republican,7638,10250,38.6960898,-87.076943,0.7451707317073171 +Daviess IN,Other,175,10250,38.6960898,-87.076943,0.01707317073170732 +Dearborn IN,Democrat,6528,22356,39.14832,-84.9734976,0.29200214707461086 +Dearborn IN,Republican,15394,22356,39.14832,-84.9734976,0.6885847199856862 +Dearborn IN,Other,434,22356,39.14832,-84.9734976,0.01941313293970299 +Decatur IN,Democrat,2941,10308,39.3059799,-85.499831,0.2853123787349631 +Decatur IN,Republican,7119,10308,39.3059799,-85.499831,0.690628637951106 +Decatur IN,Other,248,10308,39.3059799,-85.499831,0.02405898331393093 +Delaware IN,Democrat,22654,44968,40.2275433,-85.3992617,0.5037804661092332 +Delaware IN,Republican,21251,44968,40.2275433,-85.3992617,0.47258050169009075 +Delaware IN,Other,1063,44968,40.2275433,-85.3992617,0.023639032200676036 +Dubois IN,Democrat,6522,18542,38.3733441,-86.8733845,0.3517419911552152 +Dubois IN,Republican,11654,18542,38.3733441,-86.8733845,0.6285190378599935 +Dubois IN,Other,366,18542,38.3733441,-86.8733845,0.019738970984791285 +Elkhart IN,Democrat,24399,67852,41.6006928,-85.8639864,0.35959146377409656 +Elkhart IN,Republican,42378,67852,41.6006928,-85.8639864,0.6245652302069209 +Elkhart IN,Other,1075,67852,41.6006928,-85.8639864,0.01584330601898249 +Fayette IN,Democrat,3555,8837,39.6396552,-85.1850315,0.4022858436120855 +Fayette IN,Republican,5045,8837,39.6396552,-85.1850315,0.5708951001471088 +Fayette IN,Other,237,8837,39.6396552,-85.1850315,0.026819056240805703 +Floyd IN,Democrat,14812,35305,38.3180811,-85.9118469,0.41954397394136805 +Floyd IN,Republican,19878,35305,38.3180811,-85.9118469,0.5630363971108908 +Floyd IN,Other,615,35305,38.3180811,-85.9118469,0.017419628947741114 +Fountain IN,Democrat,2237,7111,40.1212366,-87.2348725,0.3145830403600056 +Fountain IN,Republican,4664,7111,40.1212366,-87.2348725,0.6558852482070032 +Fountain IN,Other,210,7111,40.1212366,-87.2348725,0.02953171143299114 +Franklin IN,Democrat,2909,10560,39.409762,-85.0669641,0.27547348484848483 +Franklin IN,Republican,7424,10560,39.409762,-85.0669641,0.703030303030303 +Franklin IN,Other,227,10560,39.409762,-85.0669641,0.02149621212121212 +Fulton IN,Democrat,2621,8126,41.0503837,-86.265006,0.3225449175486094 +Fulton IN,Republican,5317,8126,41.0503837,-86.265006,0.6543194683731233 +Fulton IN,Other,188,8126,41.0503837,-86.265006,0.02313561407826729 +Gibson IN,Democrat,4928,14721,38.3173981,-87.5805231,0.33475986685687115 +Gibson IN,Republican,9487,14721,38.3173981,-87.5805231,0.6444535018001495 +Gibson IN,Other,306,14721,38.3173981,-87.5805231,0.020786631342979416 +Grant IN,Democrat,9589,25285,40.5157575,-85.6549455,0.37923670160174017 +Grant IN,Republican,15151,25285,40.5157575,-85.6549455,0.5992090172038759 +Grant IN,Other,545,25285,40.5157575,-85.6549455,0.02155428119438402 +Greene IN,Democrat,4350,13111,39.0471466,-87.0047712,0.33178247273281974 +Greene IN,Republican,8457,13111,39.0471466,-87.0047712,0.6450308900922889 +Greene IN,Other,304,13111,39.0471466,-87.0047712,0.023186637174891313 +Hamilton IN,Democrat,43796,136863,40.053507,-86.0217126,0.31999883094773607 +Hamilton IN,Republican,90747,136863,40.053507,-86.0217126,0.6630499112250937 +Hamilton IN,Other,2320,136863,40.053507,-86.0217126,0.016951257827170236 +Hancock IN,Democrat,9319,32843,39.8225286,-85.7731503,0.2837438723624517 +Hancock IN,Republican,22796,32843,39.8225286,-85.7731503,0.6940900648540024 +Hancock IN,Other,728,32843,39.8225286,-85.7731503,0.02216606278354596 +Harrison IN,Democrat,6607,17671,38.1864535,-86.1037661,0.3738894233489899 +Harrison IN,Republican,10640,17671,38.1864535,-86.1037661,0.6021164619998868 +Harrison IN,Other,424,17671,38.1864535,-86.1037661,0.02399411465112331 +Hendricks IN,Democrat,21112,66644,39.7689632,-86.5099075,0.316787707820659 +Hendricks IN,Republican,44312,66644,39.7689632,-86.5099075,0.6649060680631415 +Hendricks IN,Other,1220,66644,39.7689632,-86.5099075,0.018306224116199508 +Henry IN,Democrat,7613,19007,39.9295911,-85.3973629,0.4005366443941706 +Henry IN,Republican,10838,19007,39.9295911,-85.3973629,0.5702109749039828 +Henry IN,Other,556,19007,39.9295911,-85.3973629,0.029252380701846686 +Howard IN,Democrat,15135,36290,40.4835368,-86.1141178,0.41705704050702674 +Howard IN,Republican,20327,36290,40.4835368,-86.1141178,0.5601267566822816 +Howard IN,Other,828,36290,40.4835368,-86.1141178,0.02281620281069165 +Huntington IN,Democrat,4596,15765,40.8263938,-85.4785975,0.29153187440532824 +Huntington IN,Republican,10862,15765,40.8263938,-85.4785975,0.6889946083095465 +Huntington IN,Other,307,15765,40.8263938,-85.4785975,0.019473517285125277 +Jackson IN,Democrat,5838,16712,38.9119571,-86.0425161,0.3493298228817616 +Jackson IN,Republican,10419,16712,38.9119571,-86.0425161,0.6234442316898038 +Jackson IN,Other,455,16712,38.9119571,-86.0425161,0.027225945428434657 +Jasper IN,Democrat,4672,12896,41.0176883,-87.1188137,0.36228287841191065 +Jasper IN,Republican,7955,12896,41.0176883,-87.1188137,0.6168579404466501 +Jasper IN,Other,269,12896,41.0176883,-87.1188137,0.020859181141439205 +Jay IN,Democrat,3063,7901,40.434956,-85.0023313,0.3876724465257562 +Jay IN,Republican,4645,7901,40.434956,-85.0023313,0.5879002657891406 +Jay IN,Other,193,7901,40.434956,-85.0023313,0.02442728768510315 +Jefferson IN,Democrat,5728,13126,38.7836039,-85.44009,0.43638579917720555 +Jefferson IN,Republican,7096,13126,38.7836039,-85.44009,0.5406064299862867 +Jefferson IN,Other,302,13126,38.7836039,-85.44009,0.023007770836507693 +Jennings IN,Democrat,3821,10250,38.9962289,-85.628103,0.37278048780487805 +Jennings IN,Republican,6120,10250,38.9962289,-85.628103,0.5970731707317073 +Jennings IN,Other,309,10250,38.9962289,-85.628103,0.030146341463414633 +Johnson IN,Democrat,17260,57964,39.496092,-86.0942641,0.2977710302946657 +Johnson IN,Republican,39513,57964,39.496092,-86.0942641,0.6816817334897523 +Johnson IN,Other,1191,57964,39.496092,-86.0942641,0.020547236215582087 +Knox IN,Democrat,5228,15145,38.688391,-87.4203544,0.34519643446682075 +Knox IN,Republican,9612,15145,38.688391,-87.4203544,0.634664905909541 +Knox IN,Other,305,15145,38.688391,-87.4203544,0.020138659623638165 +Kosciusko IN,Democrat,6862,30060,41.2442928,-85.8615754,0.22827677977378577 +Kosciusko IN,Republican,22558,30060,41.2442928,-85.8615754,0.7504324683965402 +Kosciusko IN,Other,640,30060,41.2442928,-85.8615754,0.021290751829673986 +Lake IN,Democrat,130897,201758,41.472247,-87.3743368,0.6487822044231207 +Lake IN,Republican,68431,201758,41.472247,-87.3743368,0.3391736634978539 +Lake IN,Other,2430,201758,41.472247,-87.3743368,0.012044132079025367 +Lawrence IN,Democrat,5779,17822,38.8398148,-86.4878198,0.32426214790708113 +Lawrence IN,Republican,11622,17822,38.8398148,-86.4878198,0.6521153630344518 +Lawrence IN,Other,421,17822,38.8398148,-86.4878198,0.023622489058467065 +Madison IN,Democrat,24407,52370,40.166203,-85.7224543,0.46604926484628606 +Madison IN,Republican,26769,52370,40.166203,-85.7224543,0.5111514225701738 +Madison IN,Other,1194,52370,40.166203,-85.7224543,0.022799312583540194 +Marion IN,Democrat,216336,359009,39.7829759,-86.1357939,0.6025921355732029 +Marion IN,Republican,136509,359009,39.7829759,-86.1357939,0.3802383784250534 +Marion IN,Other,6164,359009,39.7829759,-86.1357939,0.01716948600174369 +Marshall IN,Democrat,6137,17765,41.3250032,-86.2690363,0.34545454545454546 +Marshall IN,Republican,11260,17765,41.3250032,-86.2690363,0.6338305657191106 +Marshall IN,Other,368,17765,41.3250032,-86.2690363,0.020714888826343935 +Martin IN,Democrat,1351,4743,38.705322,-86.8018468,0.28484081804764916 +Martin IN,Republican,3262,4743,38.705322,-86.8018468,0.6877503689647902 +Martin IN,Other,130,4743,38.705322,-86.8018468,0.027408812987560614 +Miami IN,Democrat,4222,12781,40.7728833,-86.0442575,0.3303340896643455 +Miami IN,Republican,8174,12781,40.7728833,-86.0442575,0.6395430717471247 +Miami IN,Other,385,12781,40.7728833,-86.0442575,0.03012283858852985 +Monroe IN,Democrat,33436,57223,39.1607286,-86.52331,0.5843105045174143 +Monroe IN,Republican,22481,57223,39.1607286,-86.52331,0.3928665047271202 +Monroe IN,Other,1306,57223,39.1607286,-86.52331,0.02282299075546546 +Montgomery IN,Democrat,4271,14440,40.0402962,-86.8927145,0.29577562326869805 +Montgomery IN,Republican,9824,14440,40.0402962,-86.8927145,0.6803324099722992 +Montgomery IN,Other,345,14440,40.0402962,-86.8927145,0.02389196675900277 +Morgan IN,Democrat,7969,28266,39.4826458,-86.4474573,0.2819288190759216 +Morgan IN,Republican,19591,28266,39.4826458,-86.4474573,0.6930941767494516 +Morgan IN,Other,706,28266,39.4826458,-86.4474573,0.02497700417462676 +Newton IN,Democrat,2212,5654,40.9623985,-87.4021716,0.3912274495932083 +Newton IN,Republican,3291,5654,40.9623985,-87.4021716,0.5820657941280509 +Newton IN,Other,151,5654,40.9623985,-87.4021716,0.026706756278740716 +Noble IN,Democrat,5229,16244,41.4046794,-85.4172708,0.3219034720512189 +Noble IN,Republican,10680,16244,41.4046794,-85.4172708,0.6574735286875154 +Noble IN,Other,335,16244,41.4046794,-85.4172708,0.0206229992612657 +Ohio IN,Democrat,994,2819,38.940527,-84.9642994,0.3526073075558709 +Ohio IN,Republican,1759,2819,38.940527,-84.9642994,0.6239801347995744 +Ohio IN,Other,66,2819,38.940527,-84.9642994,0.023412557644554806 +Orange IN,Democrat,2939,7776,38.5473812,-86.489257,0.37795781893004116 +Orange IN,Republican,4617,7776,38.5473812,-86.489257,0.59375 +Orange IN,Other,220,7776,38.5473812,-86.489257,0.028292181069958847 +Owen IN,Democrat,2823,8113,39.3173394,-86.8388453,0.3479600640946629 +Owen IN,Republican,5062,8113,39.3173394,-86.8388453,0.62393689140885 +Owen IN,Other,228,8113,39.3173394,-86.8388453,0.02810304449648712 +Parke IN,Democrat,2110,6515,39.7742496,-87.1969502,0.32386799693016116 +Parke IN,Republican,4234,6515,39.7742496,-87.1969502,0.6498848810437452 +Parke IN,Other,171,6515,39.7742496,-87.1969502,0.02624712202609363 +Perry IN,Democrat,4316,7875,38.0814361,-86.6265397,0.548063492063492 +Perry IN,Republican,3403,7875,38.0814361,-86.6265397,0.43212698412698414 +Perry IN,Other,156,7875,38.0814361,-86.6265397,0.019809523809523808 +Pike IN,Democrat,2125,5926,38.3979613,-87.2325472,0.35858926763415455 +Pike IN,Republican,3627,5926,38.3979613,-87.2325472,0.6120485993925076 +Pike IN,Other,174,5926,38.3979613,-87.2325472,0.029362132973337833 +Porter IN,Democrat,37252,73039,41.5099144,-87.0713128,0.5100288886759129 +Porter IN,Republican,34406,73039,41.5099144,-87.0713128,0.47106340448253675 +Porter IN,Other,1381,73039,41.5099144,-87.0713128,0.018907706841550406 +Posey IN,Democrat,4533,12226,38.0276138,-87.8686526,0.3707672174055292 +Posey IN,Republican,7430,12226,38.0276138,-87.8686526,0.6077212497955178 +Posey IN,Other,263,12226,38.0276138,-87.8686526,0.02151153279895305 +Pulaski IN,Democrat,1899,5399,41.0452718,-86.6925383,0.3517318021855899 +Pulaski IN,Republican,3366,5399,41.0452718,-86.6925383,0.6234487868123727 +Pulaski IN,Other,134,5399,41.0452718,-86.6925383,0.024819411002037415 +Putnam IN,Democrat,4507,13829,39.6655479,-86.8533729,0.325909320992118 +Putnam IN,Republican,9005,13829,39.6655479,-86.8533729,0.6511678357075711 +Putnam IN,Other,317,13829,39.6655479,-86.8533729,0.02292284330031094 +Randolph IN,Democrat,3769,10189,40.1640793,-85.0057896,0.36990872509569145 +Randolph IN,Republican,6218,10189,40.1640793,-85.0057896,0.610265973108254 +Randolph IN,Other,202,10189,40.1640793,-85.0057896,0.01982530179605457 +Ripley IN,Democrat,3241,10983,39.1002257,-85.2604937,0.29509241555130655 +Ripley IN,Republican,7484,10983,39.1002257,-85.2604937,0.6814167349540199 +Ripley IN,Other,258,10983,39.1002257,-85.2604937,0.023490849494673588 +Rush IN,Democrat,2221,7026,39.6223785,-85.4664463,0.316111585539425 +Rush IN,Republican,4633,7026,39.6223785,-85.4664463,0.6594079134642755 +Rush IN,Other,172,7026,39.6223785,-85.4664463,0.02448050099629946 +Scott IN,Democrat,3998,8720,38.6794309,-85.7518981,0.45848623853211007 +Scott IN,Republican,4539,8720,38.6794309,-85.7518981,0.5205275229357799 +Scott IN,Other,183,8720,38.6794309,-85.7518981,0.020986238532110093 +Shelby IN,Democrat,5359,16760,39.5241345,-85.7921742,0.31974940334128876 +Shelby IN,Republican,10978,16760,39.5241345,-85.7921742,0.6550119331742243 +Shelby IN,Other,423,16760,39.5241345,-85.7921742,0.025238663484486872 +Spencer IN,Democrat,4026,9728,38.0096966,-87.0103746,0.41385690789473684 +Spencer IN,Republican,5515,9728,38.0096966,-87.0103746,0.5669202302631579 +Spencer IN,Other,187,9728,38.0096966,-87.0103746,0.019222861842105265 +Starke IN,Democrat,3809,8754,41.2844785,-86.6446359,0.4351153758281928 +Starke IN,Republican,4738,8754,41.2844785,-86.6446359,0.5412382910669409 +Starke IN,Other,207,8754,41.2844785,-86.6446359,0.023646333104866347 +Steuben IN,Democrat,4853,13695,41.643467,-85.0024051,0.3543629061701351 +Steuben IN,Republican,8547,13695,41.643467,-85.0024051,0.6240963855421687 +Steuben IN,Other,295,13695,41.643467,-85.0024051,0.02154070828769624 +Sullivan IN,Democrat,3191,8290,39.0892251,-87.4158429,0.38492159227985523 +Sullivan IN,Republican,4902,8290,39.0892251,-87.4158429,0.5913148371531967 +Sullivan IN,Other,197,8290,39.0892251,-87.4158429,0.02376357056694813 +Switzerland IN,Democrat,1437,3397,38.8258545,-85.029681,0.4230203120400353 +Switzerland IN,Republican,1872,3397,38.8258545,-85.029681,0.5510744774801295 +Switzerland IN,Other,88,3397,38.8258545,-85.029681,0.02590521047983515 +Tippecanoe IN,Democrat,26711,56896,40.3891334,-86.8935538,0.46947061304836896 +Tippecanoe IN,Republican,28757,56896,40.3891334,-86.8935538,0.5054309617547806 +Tippecanoe IN,Other,1428,56896,40.3891334,-86.8935538,0.025098425196850394 +Tipton IN,Democrat,2432,7365,40.3102294,-86.0562066,0.3302104548540394 +Tipton IN,Republican,4773,7365,40.3102294,-86.0562066,0.6480651731160896 +Tipton IN,Other,160,7365,40.3102294,-86.0562066,0.02172437202987101 +Union IN,Democrat,1018,3100,39.6231109,-84.9251523,0.32838709677419353 +Union IN,Republican,2022,3100,39.6231109,-84.9251523,0.652258064516129 +Union IN,Other,60,3100,39.6231109,-84.9251523,0.01935483870967742 +Vanderburgh IN,Democrat,31725,72404,38.0200703,-87.5861659,0.4381663996464284 +Vanderburgh IN,Republican,39389,72404,38.0200703,-87.5861659,0.5440169051433622 +Vanderburgh IN,Other,1290,72404,38.0200703,-87.5861659,0.01781669521020938 +Vermillion IN,Democrat,2979,6581,39.8540452,-87.4620713,0.45266676796839384 +Vermillion IN,Republican,3426,6581,39.8540452,-87.4620713,0.5205895760522717 +Vermillion IN,Other,176,6581,39.8540452,-87.4620713,0.02674365597933445 +Vigo IN,Democrat,19712,39877,39.4291426,-87.3903754,0.49432003410487246 +Vigo IN,Republican,19369,39877,39.4291426,-87.3903754,0.48571858464779194 +Vigo IN,Other,796,39877,39.4291426,-87.3903754,0.01996138124733556 +Wabash IN,Democrat,3973,12874,40.8437475,-85.7951915,0.30860649370824916 +Wabash IN,Republican,8644,12874,40.8437475,-85.7951915,0.6714307907410284 +Wabash IN,Other,257,12874,40.8437475,-85.7951915,0.019962715550722387 +Warren IN,Democrat,1324,3800,40.3526584,-87.3758466,0.34842105263157896 +Warren IN,Republican,2377,3800,40.3526584,-87.3758466,0.6255263157894737 +Warren IN,Other,99,3800,40.3526584,-87.3758466,0.02605263157894737 +Warrick IN,Democrat,8793,24630,38.0977282,-87.2720486,0.35700365408038975 +Warrick IN,Republican,15351,24630,38.0977282,-87.2720486,0.62326431181486 +Warrick IN,Other,486,24630,38.0977282,-87.2720486,0.019732034104750305 +Washington IN,Democrat,3909,10737,38.6006126,-86.1047512,0.36406817546800785 +Washington IN,Republican,6533,10737,38.6006126,-86.1047512,0.6084567383812983 +Washington IN,Other,295,10737,38.6006126,-86.1047512,0.027475086150693863 +Wayne IN,Democrat,10591,25477,39.8630908,-85.0067351,0.41570828590493386 +Wayne IN,Republican,14321,25477,39.8630908,-85.0067351,0.5621148486870511 +Wayne IN,Other,565,25477,39.8630908,-85.0067351,0.022176865408015074 +Wells IN,Democrat,3436,12935,40.7352727,-85.2129742,0.2656358716660224 +Wells IN,Republican,9256,12935,40.7352727,-85.2129742,0.7155778894472362 +Wells IN,Other,243,12935,40.7352727,-85.2129742,0.0187862388867414 +White IN,Democrat,3637,9903,40.7509496,-86.8642934,0.3672624457235181 +White IN,Republican,5970,9903,40.7509496,-86.8642934,0.6028476219327477 +White IN,Other,296,9903,40.7509496,-86.8642934,0.029889932343734223 +Whitley IN,Democrat,4420,15011,41.1364261,-85.5018918,0.2944507361268403 +Whitley IN,Republican,10258,15011,41.1364261,-85.5018918,0.6833655319432417 +Whitley IN,Other,333,15011,41.1364261,-85.5018918,0.02218373192991806 +Adair IA,Democrat,1790,3996,41.3285283,-94.4781643,0.44794794794794796 +Adair IA,Republican,2114,3996,41.3285283,-94.4781643,0.529029029029029 +Adair IA,Other,92,3996,41.3285283,-94.4781643,0.023023023023023025 +Adams IA,Democrat,1028,2185,41.0216555,-94.6969059,0.47048054919908466 +Adams IA,Republican,1108,2185,41.0216555,-94.6969059,0.5070938215102975 +Adams IA,Other,49,2185,41.0216555,-94.6969059,0.022425629290617848 +Allamakee IA,Democrat,3553,6934,43.2749637,-91.382751,0.5124026535910009 +Allamakee IA,Republican,3264,6934,43.2749637,-91.382751,0.47072396884914913 +Allamakee IA,Other,117,6934,43.2749637,-91.382751,0.016873377559850015 +Appanoose IA,Democrat,2951,6245,40.7442964,-92.873061,0.47253803042433945 +Appanoose IA,Republican,3161,6245,40.7442964,-92.873061,0.5061649319455565 +Appanoose IA,Other,133,6245,40.7442964,-92.873061,0.021297037630104085 +Audubon IA,Democrat,1611,3457,41.679178,-94.9043119,0.4660109921897599 +Audubon IA,Republican,1802,3457,41.679178,-94.9043119,0.5212612091408736 +Audubon IA,Other,44,3457,41.679178,-94.9043119,0.012727798669366503 +Benton IA,Democrat,6862,14023,42.0925474,-92.05763,0.4893389431648007 +Benton IA,Republican,6940,14023,42.0925474,-92.05763,0.4949012336875134 +Benton IA,Other,221,14023,42.0925474,-92.05763,0.015759823147685946 +Boone IA,Democrat,7512,14388,42.038642,-93.938358,0.5221017514595496 +Boone IA,Republican,6556,14388,42.038642,-93.938358,0.45565749235474007 +Boone IA,Other,320,14388,42.038642,-93.938358,0.022240756185710316 +Bremer IA,Democrat,6763,13346,42.7808946,-92.3273559,0.5067435935860932 +Bremer IA,Republican,6405,13346,42.7808946,-92.3273559,0.4799190768769669 +Bremer IA,Other,178,13346,42.7808946,-92.3273559,0.013337329536939908 +Buchanan IA,Democrat,5911,10535,42.4703284,-91.8386658,0.5610821072615092 +Buchanan IA,Republican,4450,10535,42.4703284,-91.8386658,0.4224015187470337 +Buchanan IA,Other,174,10535,42.4703284,-91.8386658,0.01651637399145705 +Butler IA,Democrat,3329,7545,42.734757,-92.780153,0.4412193505632869 +Butler IA,Republican,4106,7545,42.734757,-92.780153,0.5442014579191518 +Butler IA,Other,110,7545,42.734757,-92.780153,0.0145791915175613 +Calhoun IA,Democrat,2238,5230,42.3861699,-94.6436829,0.42791586998087955 +Calhoun IA,Republican,2891,5230,42.3861699,-94.6436829,0.552772466539197 +Calhoun IA,Other,101,5230,42.3861699,-94.6436829,0.019311663479923517 +Carroll IA,Democrat,4947,10674,42.039492,-94.8676471,0.4634626194491287 +Carroll IA,Republican,5601,10674,42.039492,-94.8676471,0.5247329960652052 +Carroll IA,Other,126,10674,42.039492,-94.8676471,0.011804384485666104 +Cass IA,Democrat,2858,7205,41.3338235,-94.9333023,0.39666897987508676 +Cass IA,Republican,4217,7205,41.3338235,-94.9333023,0.5852879944482998 +Cass IA,Other,130,7205,41.3338235,-94.9333023,0.018043025676613464 +Cedar IA,Democrat,4972,9649,41.77236,-91.1326105,0.5152865581925589 +Cedar IA,Republican,4529,9649,41.77236,-91.1326105,0.4693750647735517 +Cedar IA,Other,148,9649,41.77236,-91.1326105,0.015338377033889522 +Cherokee IA,Democrat,2634,6415,42.7427375,-95.6332616,0.4106001558846454 +Cherokee IA,Republican,3662,6415,42.7427375,-95.6332616,0.5708495713172252 +Cherokee IA,Other,119,6415,42.7427375,-95.6332616,0.018550272798129385 +Chickasaw IA,Democrat,3554,6484,43.0597409,-92.3172101,0.5481184454040715 +Chickasaw IA,Republican,2836,6484,43.0597409,-92.3172101,0.43738433066008636 +Chickasaw IA,Other,94,6484,43.0597409,-92.3172101,0.014497223935842072 +Clarke IA,Democrat,2189,4430,41.0291908,-93.7840961,0.49413092550790066 +Clarke IA,Republican,2124,4430,41.0291908,-93.7840961,0.47945823927765235 +Clarke IA,Other,117,4430,41.0291908,-93.7840961,0.026410835214446954 +Clay IA,Democrat,3385,8502,43.0812244,-95.1498753,0.398141613737944 +Clay IA,Republican,4951,8502,43.0812244,-95.1498753,0.5823335685721007 +Clay IA,Other,166,8502,43.0812244,-95.1498753,0.019524817689955305 +Clayton IA,Democrat,4806,9138,42.8409849,-91.3235764,0.525935653315824 +Clayton IA,Republican,4164,9138,42.8409849,-91.3235764,0.4556795797767564 +Clayton IA,Other,168,9138,42.8409849,-91.3235764,0.018384766907419567 +Clinton IA,Democrat,15141,25000,41.8980732,-90.5342431,0.60564 +Clinton IA,Republican,9432,25000,41.8980732,-90.5342431,0.37728 +Clinton IA,Other,427,25000,41.8980732,-90.5342431,0.01708 +Crawford IA,Democrat,3066,6752,42.0431192,-95.3890903,0.4540876777251185 +Crawford IA,Republican,3595,6752,42.0431192,-95.3890903,0.5324348341232228 +Crawford IA,Other,91,6752,42.0431192,-95.3890903,0.013477488151658768 +Dallas IA,Democrat,16576,38116,41.6853205,-94.0407065,0.43488298877111975 +Dallas IA,Republican,20988,38116,41.6853205,-94.0407065,0.5506349039773324 +Dallas IA,Other,552,38116,41.6853205,-94.0407065,0.014482107251547907 +Davis IA,Democrat,1520,3773,40.7480892,-92.4103453,0.4028624436787702 +Davis IA,Republican,2138,3773,40.7480892,-92.4103453,0.5666578319639544 +Davis IA,Other,115,3773,40.7480892,-92.4103453,0.03047972435727538 +Decatur IA,Democrat,1791,3833,40.7363787,-93.7845799,0.46725802243673364 +Decatur IA,Republican,1947,3833,40.7363787,-93.7845799,0.507957213670754 +Decatur IA,Other,95,3833,40.7363787,-93.7845799,0.02478476389251239 +Delaware IA,Democrat,4616,9378,42.4729373,-91.3667667,0.49221582426956706 +Delaware IA,Republican,4636,9378,42.4729373,-91.3667667,0.49434847515461716 +Delaware IA,Other,126,9378,42.4729373,-91.3667667,0.013435700575815739 +Dickinson IA,Democrat,4095,10159,43.3896107,-95.1960572,0.40309085539915346 +Dickinson IA,Republican,5912,10159,43.3896107,-95.1960572,0.581947042031696 +Dickinson IA,Other,152,10159,43.3896107,-95.1960572,0.014962102569150508 +Dubuque IA,Democrat,28768,50894,42.4634808,-90.8787708,0.565253271505482 +Dubuque IA,Republican,21280,50894,42.4634808,-90.8787708,0.41812394388336543 +Dubuque IA,Other,846,50894,42.4634808,-90.8787708,0.016622784611152592 +Emmet IA,Democrat,2099,4687,43.3779844,-94.6693702,0.44783443567313846 +Emmet IA,Republican,2507,4687,43.3779844,-94.6693702,0.5348837209302325 +Emmet IA,Other,81,4687,43.3779844,-94.6693702,0.017281843396628974 +Fayette IA,Democrat,5732,10366,42.8641219,-91.8403761,0.5529616052479259 +Fayette IA,Republican,4492,10366,42.8641219,-91.8403761,0.4333397646150878 +Fayette IA,Other,142,10366,42.8641219,-91.8403761,0.0136986301369863 +Floyd IA,Democrat,4680,8257,43.052741,-92.7873669,0.5667918130071454 +Floyd IA,Republican,3472,8257,43.052741,-92.7873669,0.4204917040087199 +Floyd IA,Other,105,8257,43.052741,-92.7873669,0.012716482984134674 +Franklin IA,Democrat,2266,5186,42.7365451,-93.2714152,0.43694562283069804 +Franklin IA,Republican,2823,5186,42.7365451,-93.2714152,0.5443501735441574 +Franklin IA,Other,97,5186,42.7365451,-93.2714152,0.01870420362514462 +Fremont IA,Democrat,1637,3668,40.7425902,-95.5991816,0.4462922573609597 +Fremont IA,Republican,1972,3668,40.7425902,-95.5991816,0.5376226826608506 +Fremont IA,Other,59,3668,40.7425902,-95.5991816,0.01608505997818975 +Greene IA,Democrat,2375,4846,42.042494,-94.3887028,0.49009492364836976 +Greene IA,Republican,2380,4846,42.042494,-94.3887028,0.49112670243499795 +Greene IA,Other,91,4846,42.042494,-94.3887028,0.018778373916632275 +Grundy IA,Democrat,2635,6962,42.4033387,-92.7902437,0.3784831944843436 +Grundy IA,Republican,4215,6962,42.4033387,-92.7902437,0.6054294742889974 +Grundy IA,Other,112,6962,42.4033387,-92.7902437,0.016087331226659007 +Guthrie IA,Democrat,2569,5888,41.6835728,-94.5012723,0.43631114130434784 +Guthrie IA,Republican,3171,5888,41.6835728,-94.5012723,0.5385529891304348 +Guthrie IA,Other,148,5888,41.6835728,-94.5012723,0.025135869565217392 +Hamilton IA,Democrat,3782,7927,42.3907681,-93.709198,0.4771035700769522 +Hamilton IA,Republican,3991,7927,42.3907681,-93.709198,0.5034691560489466 +Hamilton IA,Other,154,7927,42.3907681,-93.709198,0.019427273874101172 +Hancock IA,Democrat,2521,5925,43.0754105,-93.7436965,0.42548523206751054 +Hancock IA,Republican,3317,5925,43.0754105,-93.7436965,0.559831223628692 +Hancock IA,Other,87,5925,43.0754105,-93.7436965,0.014683544303797468 +Hardin IA,Democrat,4075,8898,42.3902079,-93.241669,0.4579680827152169 +Hardin IA,Republican,4670,8898,42.3902079,-93.241669,0.5248370420319173 +Hardin IA,Other,153,8898,42.3902079,-93.241669,0.017194875252865813 +Harrison IA,Democrat,3136,7322,41.6885844,-95.8271491,0.42829827915869984 +Harrison IA,Republican,4065,7322,41.6885844,-95.8271491,0.55517618137121 +Harrison IA,Other,121,7322,41.6885844,-95.8271491,0.01652553947009014 +Henry IA,Democrat,4460,9697,40.9848025,-91.5472594,0.4599360626998041 +Henry IA,Republican,5035,9697,40.9848025,-91.5472594,0.5192327523976488 +Henry IA,Other,202,9697,40.9848025,-91.5472594,0.02083118490254718 +Howard IA,Democrat,2768,4645,43.3653125,-92.3219084,0.5959095801937567 +Howard IA,Republican,1795,4645,43.3653125,-92.3219084,0.38643702906350913 +Howard IA,Other,82,4645,43.3653125,-92.3219084,0.017653390742734122 +Humboldt IA,Democrat,1972,5158,42.7822212,-94.2027754,0.38231872818922064 +Humboldt IA,Republican,3099,5158,42.7822212,-94.2027754,0.600814269096549 +Humboldt IA,Other,87,5158,42.7822212,-94.2027754,0.016867002714230323 +Ida IA,Democrat,1321,3663,42.3918601,-95.5074206,0.36063336063336066 +Ida IA,Republican,2286,3663,42.3918601,-95.5074206,0.6240786240786241 +Ida IA,Other,56,3663,42.3918601,-95.5074206,0.015288015288015287 +Iowa IA,Democrat,4144,8866,41.6839184,-92.0591226,0.46740356417775775 +Iowa IA,Republican,4569,8866,41.6839184,-92.0591226,0.515339499210467 +Iowa IA,Other,153,8866,41.6839184,-92.0591226,0.017256936611775322 +Jackson IA,Democrat,5907,10242,42.1642256,-90.5745819,0.5767428236672525 +Jackson IA,Republican,4177,10242,42.1642256,-90.5745819,0.40783050185510644 +Jackson IA,Other,158,10242,42.1642256,-90.5745819,0.015426674477641086 +Jasper IA,Democrat,10257,19515,41.6855513,-93.0541468,0.5255956956187549 +Jasper IA,Republican,8877,19515,41.6855513,-93.0541468,0.454880860876249 +Jasper IA,Other,381,19515,41.6855513,-93.0541468,0.019523443504996157 +Jefferson IA,Democrat,4798,8530,41.0058877,-91.9666345,0.5624853458382181 +Jefferson IA,Republican,3436,8530,41.0058877,-91.9666345,0.40281359906213365 +Jefferson IA,Other,296,8530,41.0058877,-91.9666345,0.0347010550996483 +Johnson IA,Democrat,50666,75977,41.670668,-91.5905285,0.6668597075430722 +Johnson IA,Republican,23698,75977,41.670668,-91.5905285,0.3119101833449597 +Johnson IA,Other,1613,75977,41.670668,-91.5905285,0.021230109111968095 +Jones IA,Democrat,5534,10449,42.1251175,-91.1169141,0.5296200593358216 +Jones IA,Republican,4721,10449,42.1251175,-91.1169141,0.45181357067661976 +Jones IA,Other,194,10449,42.1251175,-91.1169141,0.018566369987558617 +Keokuk IA,Democrat,2303,5266,41.3311823,-92.1677213,0.43733383972654766 +Keokuk IA,Republican,2843,5266,41.3311823,-92.1677213,0.5398784656285606 +Keokuk IA,Other,120,5266,41.3311823,-92.1677213,0.02278769464489176 +Kossuth IA,Democrat,3850,8923,43.2124777,-94.213983,0.43146923680376553 +Kossuth IA,Republican,4937,8923,43.2124777,-94.213983,0.553289252493556 +Kossuth IA,Other,136,8923,43.2124777,-94.213983,0.01524151070267847 +Lee IA,Democrat,10714,18911,40.6475875,-91.4771574,0.5665485696155677 +Lee IA,Republican,7785,18911,40.6475875,-91.4771574,0.411665168420496 +Lee IA,Other,412,18911,40.6475875,-91.4771574,0.021786261963936335 +Linn IA,Democrat,68581,118453,42.0779506,-91.5976735,0.5789722505972833 +Linn IA,Republican,47622,118453,42.0779506,-91.5976735,0.4020328737980465 +Linn IA,Other,2250,118453,42.0779506,-91.5976735,0.018994875604670208 +Louisa IA,Democrat,2452,4968,41.2182111,-91.2569936,0.49355877616747185 +Louisa IA,Republican,2420,4968,41.2182111,-91.2569936,0.48711755233494364 +Louisa IA,Other,96,4968,41.2182111,-91.2569936,0.01932367149758454 +Lucas IA,Democrat,1987,4323,41.033344,-93.3314666,0.45963451306962755 +Lucas IA,Republican,2254,4323,41.033344,-93.3314666,0.5213971778857275 +Lucas IA,Other,82,4323,41.033344,-93.3314666,0.018968309044644922 +Lyon IA,Democrat,1423,6509,43.3835796,-96.2072011,0.21862037179290214 +Lyon IA,Republican,4978,6509,43.3835796,-96.2072011,0.7647872176985712 +Lyon IA,Other,108,6509,43.3835796,-96.2072011,0.016592410508526657 +Madison IA,Democrat,3630,8458,41.3306216,-94.0151842,0.4291794750532041 +Madison IA,Republican,4638,8458,41.3306216,-94.0151842,0.5483565854812013 +Madison IA,Other,190,8458,41.3306216,-94.0151842,0.022463939465594704 +Mahaska IA,Democrat,4213,10883,41.3307969,-92.6363663,0.38711752274189104 +Mahaska IA,Republican,6448,10883,41.3307969,-92.6363663,0.5924836901589635 +Mahaska IA,Other,222,10883,41.3307969,-92.6363663,0.020398787099145457 +Marion IA,Democrat,7507,17687,41.3314552,-93.093849,0.42443602646011197 +Marion IA,Republican,9828,17687,41.3314552,-93.093849,0.5556623508791768 +Marion IA,Other,352,17687,41.3314552,-93.093849,0.019901622660711257 +Marshall IA,Democrat,10257,19064,42.041691,-92.9814523,0.538029794376836 +Marshall IA,Republican,8472,19064,42.041691,-92.9814523,0.4443978178766261 +Marshall IA,Other,335,19064,42.041691,-92.9814523,0.017572387746537976 +Mills IA,Democrat,2848,7212,41.0337028,-95.619101,0.3948973932334997 +Mills IA,Republican,4216,7212,41.0337028,-95.619101,0.5845812534664449 +Mills IA,Other,148,7212,41.0337028,-95.619101,0.020521353300055462 +Mitchell IA,Democrat,2831,5586,43.3485643,-92.7844663,0.5068027210884354 +Mitchell IA,Republican,2643,5586,43.3485643,-92.7844663,0.4731471535982814 +Mitchell IA,Other,112,5586,43.3485643,-92.7844663,0.020050125313283207 +Monona IA,Democrat,2101,4742,42.0494317,-95.9565661,0.44306199915647404 +Monona IA,Republican,2557,4742,42.0494317,-95.9565661,0.5392239561366512 +Monona IA,Other,84,4742,42.0494317,-95.9565661,0.017714044706874738 +Monroe IA,Democrat,1731,3830,41.0288473,-92.8696415,0.45195822454308093 +Monroe IA,Republican,2026,3830,41.0288473,-92.8696415,0.528981723237598 +Monroe IA,Other,73,3830,41.0288473,-92.8696415,0.01906005221932115 +Montgomery IA,Democrat,1922,5025,41.0217348,-95.1577896,0.3824875621890547 +Montgomery IA,Republican,3001,5025,41.0217348,-95.1577896,0.5972139303482588 +Montgomery IA,Other,102,5025,41.0217348,-95.1577896,0.020298507462686566 +Muscatine IA,Democrat,11323,19865,41.483776,-91.1186992,0.5699974830103196 +Muscatine IA,Republican,8168,19865,41.483776,-91.1186992,0.41117543418071983 +Muscatine IA,Other,374,19865,41.483776,-91.1186992,0.018827082808960484 +Osceola IA,Democrat,912,3194,43.3785421,-95.6337878,0.2855353788353162 +Osceola IA,Republican,2230,3194,43.3785421,-95.6337878,0.6981840951784596 +Osceola IA,Other,52,3194,43.3785421,-95.6337878,0.01628052598622417 +Page IA,Democrat,2613,7079,40.7390902,-95.1442898,0.36911993219381267 +Page IA,Republican,4348,7079,40.7390902,-95.1442898,0.6142110467580166 +Page IA,Other,118,7079,40.7390902,-95.1442898,0.016669021048170647 +Plymouth IA,Democrat,4164,12950,42.7375854,-96.2158638,0.32154440154440156 +Plymouth IA,Republican,8597,12950,42.7375854,-96.2158638,0.6638610038610039 +Plymouth IA,Other,189,12950,42.7375854,-96.2158638,0.014594594594594595 +Pocahontas IA,Democrat,1523,4032,42.7340333,-94.6782789,0.3777281746031746 +Pocahontas IA,Republican,2396,4032,42.7340333,-94.6782789,0.5942460317460317 +Pocahontas IA,Other,113,4032,42.7340333,-94.6782789,0.028025793650793652 +Polk IA,Democrat,128465,228882,41.6848158,-93.568971,0.561271747013745 +Polk IA,Republican,96096,228882,41.6848158,-93.568971,0.4198495294518573 +Polk IA,Other,4321,228882,41.6848158,-93.568971,0.018878723534397637 +Pottawattamie IA,Democrat,19644,42301,41.3401835,-95.5449053,0.4643861847237654 +Pottawattamie IA,Republican,21860,42301,41.3401835,-95.5449053,0.5167726531287676 +Pottawattamie IA,Other,797,42301,41.3401835,-95.5449053,0.018841162147466964 +Poweshiek IA,Democrat,5357,9975,41.6845262,-92.5228819,0.5370426065162908 +Poweshiek IA,Republican,4424,9975,41.6845262,-92.5228819,0.4435087719298246 +Poweshiek IA,Other,194,9975,41.6845262,-92.5228819,0.01944862155388471 +Ringgold IA,Democrat,1186,2599,40.7353342,-94.2442514,0.4563293574451712 +Ringgold IA,Republican,1368,2599,40.7353342,-94.2442514,0.5263562908811081 +Ringgold IA,Other,45,2599,40.7353342,-94.2442514,0.01731435167372066 +Sac IA,Democrat,2122,5291,42.3875259,-95.1052244,0.40105840105840107 +Sac IA,Republican,3094,5291,42.3875259,-95.1052244,0.5847665847665847 +Sac IA,Other,75,5291,42.3875259,-95.1052244,0.014175014175014175 +Scott IA,Democrat,50652,90263,41.6420791,-90.6222889,0.5611601652947498 +Scott IA,Republican,38251,90263,41.6420791,-90.6222889,0.42377275295525296 +Scott IA,Other,1360,90263,41.6420791,-90.6222889,0.01506708174999723 +Shelby IA,Democrat,2469,6483,41.6790143,-95.3089173,0.38084220268394264 +Shelby IA,Republican,3911,6483,41.6790143,-95.3089173,0.6032700910072497 +Shelby IA,Other,103,6483,41.6790143,-95.3089173,0.01588770630880765 +Sioux IA,Democrat,2700,17308,43.082646,-96.1780098,0.1559972267159695 +Sioux IA,Republican,14407,17308,43.082646,-96.1780098,0.8323896464062861 +Sioux IA,Other,201,17308,43.082646,-96.1780098,0.011613126877744396 +Story IA,Democrat,26192,47150,42.0375379,-93.4660934,0.5555037115588547 +Story IA,Republican,19668,47150,42.0375379,-93.4660934,0.4171367974549311 +Story IA,Other,1290,47150,42.0375379,-93.4660934,0.02735949098621421 +Tama IA,Democrat,4768,9017,42.074848,-92.5294115,0.5287789730509038 +Tama IA,Republican,4098,9017,42.074848,-92.5294115,0.4544748807807475 +Tama IA,Other,151,9017,42.074848,-92.5294115,0.016746146168348675 +Taylor IA,Democrat,1262,2995,40.7379489,-94.6971082,0.4213689482470785 +Taylor IA,Republican,1683,2995,40.7379489,-94.6971082,0.5619365609348915 +Taylor IA,Other,50,2995,40.7379489,-94.6971082,0.01669449081803005 +Union IA,Democrat,3043,5957,41.0285502,-94.2450907,0.5108275977841196 +Union IA,Republican,2813,5957,41.0285502,-94.2450907,0.4722175591740809 +Union IA,Other,101,5957,41.0285502,-94.2450907,0.016954843041799565 +Wapello IA,Democrat,8663,15770,41.0312751,-92.4094658,0.5493341788205454 +Wapello IA,Republican,6789,15770,41.0312751,-92.4094658,0.4305009511731135 +Wapello IA,Other,318,15770,41.0312751,-92.4094658,0.020164870006341155 +Warren IA,Democrat,12551,26072,41.3324459,-93.5687512,0.4813976679963179 +Warren IA,Republican,13052,26072,41.3324459,-93.5687512,0.5006136851795029 +Warren IA,Other,469,26072,41.3324459,-93.5687512,0.017988646824179198 +Washington IA,Democrat,5115,11004,41.3294012,-91.7250523,0.4648309705561614 +Washington IA,Republican,5562,11004,41.3294012,-91.7250523,0.5054525627044711 +Washington IA,Other,327,11004,41.3294012,-91.7250523,0.0297164667393675 +Wayne IA,Democrat,1251,2900,40.7399827,-93.3326126,0.43137931034482757 +Wayne IA,Republican,1583,2900,40.7399827,-93.3326126,0.5458620689655173 +Wayne IA,Other,66,2900,40.7399827,-93.3326126,0.022758620689655173 +Webster IA,Democrat,9537,18292,42.4335786,-94.1758309,0.5213754646840149 +Webster IA,Republican,8469,18292,42.4335786,-94.1758309,0.46298928493330416 +Webster IA,Other,286,18292,42.4335786,-94.1758309,0.015635250382680953 +Winnebago IA,Democrat,2903,5918,43.3781243,-93.7434883,0.490537343697195 +Winnebago IA,Republican,2906,5918,43.3781243,-93.7434883,0.4910442717134167 +Winnebago IA,Other,109,5918,43.3781243,-93.7434883,0.01841838458938831 +Winneshiek IA,Democrat,6256,11084,43.2929889,-91.850788,0.5644171779141104 +Winneshiek IA,Republican,4622,11084,43.2929889,-91.850788,0.4169974738361602 +Winneshiek IA,Other,206,11084,43.2929889,-91.850788,0.01858534824972934 +Woodbury IA,Democrat,22302,45019,42.3932198,-96.0532956,0.4953908349807859 +Woodbury IA,Republican,21841,45019,42.3932198,-96.0532956,0.48515071414291744 +Woodbury IA,Other,876,45019,42.3932198,-96.0532956,0.019458450876296676 +Worth IA,Democrat,2350,4172,43.373491,-93.2485332,0.5632790028763183 +Worth IA,Republican,1744,4172,43.373491,-93.2485332,0.41802492809204217 +Worth IA,Other,78,4172,43.373491,-93.2485332,0.018696069031639503 +Wright IA,Democrat,2836,6278,42.7330073,-93.7347352,0.45173622172666456 +Wright IA,Republican,3349,6278,42.7330073,-93.7347352,0.5334501433577572 +Wright IA,Other,93,6278,42.7330073,-93.7347352,0.01481363491557821 +Allen KS,Democrat,1869,5310,37.8842285,-95.3009448,0.3519774011299435 +Allen KS,Republican,3316,5310,37.8842285,-95.3009448,0.624482109227872 +Allen KS,Other,125,5310,37.8842285,-95.3009448,0.023540489642184557 +Anderson KS,Democrat,944,3315,38.2151139,-95.2920464,0.28476621417797887 +Anderson KS,Republican,2276,3315,38.2151139,-95.2920464,0.6865761689291101 +Anderson KS,Other,95,3315,38.2151139,-95.2920464,0.02865761689291101 +Atchison KS,Democrat,2567,6674,39.5325441,-95.3133975,0.38462691039856156 +Atchison KS,Republican,3917,6674,39.5325441,-95.3133975,0.5869044051543303 +Atchison KS,Other,190,6674,39.5325441,-95.3133975,0.02846868444710818 +Barber KS,Democrat,482,2314,37.2229059,-98.685052,0.20829732065687123 +Barber KS,Republican,1772,2314,37.2229059,-98.685052,0.7657735522904062 +Barber KS,Other,60,2314,37.2229059,-98.685052,0.02592912705272256 +Barton KS,Democrat,2297,10341,38.4812394,-98.7678374,0.22212551977565032 +Barton KS,Republican,7874,10341,38.4812394,-98.7678374,0.7614350643071269 +Barton KS,Other,170,10341,38.4812394,-98.7678374,0.016439415917222706 +Bourbon KS,Democrat,1996,6254,37.8560997,-94.8509284,0.31915574032619126 +Bourbon KS,Republican,4102,6254,37.8560997,-94.8509284,0.6559002238567317 +Bourbon KS,Other,156,6254,37.8560997,-94.8509284,0.02494403581707707 +Brown KS,Democrat,1076,3993,39.8259308,-95.5699047,0.26947157525669924 +Brown KS,Republican,2829,3993,39.8259308,-95.5699047,0.7084898572501879 +Brown KS,Other,88,3993,39.8259308,-95.5699047,0.02203856749311295 +Butler KS,Democrat,7282,26085,37.7736487,-96.8388402,0.27916427065363236 +Butler KS,Republican,18157,26085,37.7736487,-96.8388402,0.6960705386237301 +Butler KS,Other,646,26085,37.7736487,-96.8388402,0.024765190722637533 +Chase KS,Democrat,358,1271,38.2994749,-96.5940289,0.2816679779701023 +Chase KS,Republican,875,1271,38.2994749,-96.5940289,0.6884343036978757 +Chase KS,Other,38,1271,38.2994749,-96.5940289,0.02989771833202203 +Chautauqua KS,Democrat,280,1630,37.1542592,-96.2453962,0.17177914110429449 +Chautauqua KS,Republican,1304,1630,37.1542592,-96.2453962,0.8 +Chautauqua KS,Other,46,1630,37.1542592,-96.2453962,0.02822085889570552 +Cherokee KS,Democrat,2930,8571,37.1693922,-94.8456975,0.34185042585462605 +Cherokee KS,Republican,5456,8571,37.1693922,-94.8456975,0.6365651615914129 +Cherokee KS,Other,185,8571,37.1693922,-94.8456975,0.02158441255396103 +Cheyenne KS,Democrat,233,1426,39.7899166,-101.7273254,0.16339410939691446 +Cheyenne KS,Republican,1159,1426,39.7899166,-101.7273254,0.8127629733520336 +Cheyenne KS,Other,34,1426,39.7899166,-101.7273254,0.023842917251051893 +Clark KS,Democrat,174,1017,37.2338311,-99.8138686,0.1710914454277286 +Clark KS,Republican,805,1017,37.2338311,-99.8138686,0.7915437561455261 +Clark KS,Other,38,1017,37.2338311,-99.8138686,0.03736479842674533 +Clay KS,Democrat,834,3686,39.3449643,-97.1688527,0.22626153011394465 +Clay KS,Republican,2788,3686,39.3449643,-97.1688527,0.7563754747693977 +Clay KS,Other,64,3686,39.3449643,-97.1688527,0.017362995116657624 +Cloud KS,Democrat,974,4058,39.4873286,-97.6413898,0.24001971414489898 +Cloud KS,Republican,2954,4058,39.4873286,-97.6413898,0.7279448003942829 +Cloud KS,Other,130,4058,39.4873286,-97.6413898,0.032035485460818136 +Coffey KS,Democrat,898,3906,38.2364502,-95.7291373,0.22990271377368152 +Coffey KS,Republican,2903,3906,38.2364502,-95.7291373,0.743215565796211 +Coffey KS,Other,105,3906,38.2364502,-95.7291373,0.026881720430107527 +Comanche KS,Democrat,143,928,37.1814417,-99.2512929,0.1540948275862069 +Comanche KS,Republican,767,928,37.1814417,-99.2512929,0.8265086206896551 +Comanche KS,Other,18,928,37.1814417,-99.2512929,0.01939655172413793 +Cowley KS,Democrat,4319,12710,37.2345068,-96.8372468,0.3398111723052714 +Cowley KS,Republican,8081,12710,37.2345068,-96.8372468,0.6357985837922895 +Cowley KS,Other,310,12710,37.2345068,-96.8372468,0.024390243902439025 +Crawford KS,Democrat,6826,14945,37.5058215,-94.8538967,0.4567413850786216 +Crawford KS,Republican,7708,14945,37.5058215,-94.8538967,0.5157577785212446 +Crawford KS,Other,411,14945,37.5058215,-94.8538967,0.027500836400133823 +Decatur KS,Democrat,266,1532,39.783542,-100.4597084,0.17362924281984335 +Decatur KS,Republican,1218,1532,39.783542,-100.4597084,0.7950391644908616 +Decatur KS,Other,48,1532,39.783542,-100.4597084,0.031331592689295036 +Dickinson KS,Democrat,2020,8042,38.8677353,-97.1579434,0.2511812981845312 +Dickinson KS,Republican,5832,8042,38.8677353,-97.1579434,0.7251927381248445 +Dickinson KS,Other,190,8042,38.8677353,-97.1579434,0.023625963690624224 +Doniphan KS,Democrat,902,3403,39.7885021,-95.1472253,0.26506024096385544 +Doniphan KS,Republican,2414,3403,39.7885021,-95.1472253,0.7093740816926242 +Doniphan KS,Other,87,3403,39.7885021,-95.1472253,0.025565677343520422 +Douglas KS,Democrat,29267,48145,38.8964168,-95.2909475,0.6078928237615536 +Douglas KS,Republican,17401,48145,38.8964168,-95.2909475,0.3614290165126181 +Douglas KS,Other,1477,48145,38.8964168,-95.2909475,0.030678159725828227 +Edwards KS,Democrat,298,1385,37.8835945,-99.3047457,0.21516245487364621 +Edwards KS,Republican,1059,1385,37.8835945,-99.3047457,0.7646209386281588 +Edwards KS,Other,28,1385,37.8835945,-99.3047457,0.020216606498194945 +Elk KS,Democrat,281,1369,37.4560259,-96.2446421,0.20525931336742148 +Elk KS,Republican,1049,1369,37.4560259,-96.2446421,0.7662527392257122 +Elk KS,Other,39,1369,37.4560259,-96.2446421,0.028487947406866325 +Ellis KS,Democrat,3057,11714,38.9145967,-99.3173133,0.2609697797507256 +Ellis KS,Republican,8399,11714,38.9145967,-99.3173133,0.7170052928120199 +Ellis KS,Other,258,11714,38.9145967,-99.3173133,0.022024927437254566 +Ellsworth KS,Democrat,702,2712,38.7008451,-98.2053552,0.2588495575221239 +Ellsworth KS,Republican,1930,2712,38.7008451,-98.2053552,0.7116519174041298 +Ellsworth KS,Other,80,2712,38.7008451,-98.2053552,0.029498525073746312 +Finney KS,Democrat,2682,9084,38.0498075,-100.7399674,0.2952443857331572 +Finney KS,Republican,6219,9084,38.0498075,-100.7399674,0.6846103038309115 +Finney KS,Other,183,9084,38.0498075,-100.7399674,0.020145310435931308 +Ford KS,Democrat,2600,8362,37.6884159,-99.8847484,0.31093039942597467 +Ford KS,Republican,5602,8362,37.6884159,-99.8847484,0.6699354221478115 +Ford KS,Other,160,8362,37.6884159,-99.8847484,0.019134178426213823 +Franklin KS,Democrat,3694,10990,38.5580187,-95.2789618,0.3361237488626024 +Franklin KS,Republican,6984,10990,38.5580187,-95.2789618,0.6354868061874431 +Franklin KS,Other,312,10990,38.5580187,-95.2789618,0.028389444949954504 +Geary KS,Democrat,3332,7845,39.0021387,-96.7680996,0.4247291268323773 +Geary KS,Republican,4372,7845,39.0021387,-96.7680996,0.5572976418100701 +Geary KS,Other,141,7845,39.0021387,-96.7680996,0.01797323135755258 +Gove KS,Democrat,176,1383,38.9172385,-100.4873598,0.1272595806218366 +Gove KS,Republican,1168,1383,38.9172385,-100.4873598,0.8445408532176428 +Gove KS,Other,39,1383,38.9172385,-100.4873598,0.028199566160520606 +Graham KS,Democrat,256,1340,39.3549716,-99.8798939,0.191044776119403 +Graham KS,Republican,1056,1340,39.3549716,-99.8798939,0.7880597014925373 +Graham KS,Other,28,1340,39.3549716,-99.8798939,0.020895522388059702 +Grant KS,Democrat,456,2306,37.547537,-101.2993622,0.19774501300954034 +Grant KS,Republican,1811,2306,37.547537,-101.2993622,0.7853425845620121 +Grant KS,Other,39,2306,37.547537,-101.2993622,0.016912402428447527 +Gray KS,Democrat,324,1958,37.7445134,-100.4517163,0.16547497446373852 +Gray KS,Republican,1603,1958,37.7445134,-100.4517163,0.8186925434116445 +Gray KS,Other,31,1958,37.7445134,-100.4517163,0.015832482124616958 +Greeley KS,Democrat,113,670,38.4804041,-101.8059697,0.16865671641791044 +Greeley KS,Republican,543,670,38.4804041,-101.8059697,0.8104477611940298 +Greeley KS,Other,14,670,38.4804041,-101.8059697,0.020895522388059702 +Greenwood KS,Democrat,478,2123,37.8793472,-96.2417321,0.2251530852567122 +Greenwood KS,Republican,1590,2123,37.8793472,-96.2417321,0.7489401789919925 +Greenwood KS,Other,55,2123,37.8793472,-96.2417321,0.025906735751295335 +Hamilton KS,Democrat,163,877,37.9952438,-101.7936887,0.18586088939566706 +Hamilton KS,Republican,693,877,37.9952438,-101.7936887,0.790193842645382 +Hamilton KS,Other,21,877,37.9952438,-101.7936887,0.02394526795895097 +Harper KS,Democrat,550,2389,37.188184,-98.0665901,0.23022185014650481 +Harper KS,Republican,1759,2389,37.188184,-98.0665901,0.7362913352867309 +Harper KS,Other,80,2389,37.188184,-98.0665901,0.033486814566764334 +Harvey KS,Democrat,5373,14294,38.0501436,-97.4367065,0.37589198265006296 +Harvey KS,Republican,8588,14294,38.0501436,-97.4367065,0.6008115293129984 +Harvey KS,Other,333,14294,38.0501436,-97.4367065,0.023296488036938574 +Haskell KS,Democrat,215,1396,37.554979,-100.8799515,0.15401146131805157 +Haskell KS,Republican,1159,1396,37.554979,-100.8799515,0.8302292263610315 +Haskell KS,Other,22,1396,37.554979,-100.8799515,0.015759312320916905 +Hodgeman KS,Democrat,179,1060,38.0874927,-99.8984067,0.16886792452830188 +Hodgeman KS,Republican,868,1060,38.0874927,-99.8984067,0.8188679245283019 +Hodgeman KS,Other,13,1060,38.0874927,-99.8984067,0.012264150943396227 +Jackson KS,Democrat,1901,5561,39.4111453,-95.794485,0.3418449919079302 +Jackson KS,Republican,3527,5561,39.4111453,-95.794485,0.6342384463226038 +Jackson KS,Other,133,5561,39.4111453,-95.794485,0.023916561769465924 +Jefferson KS,Democrat,2977,8013,39.239644,-95.375314,0.3715212779233745 +Jefferson KS,Republican,4827,8013,39.239644,-95.375314,0.6023961063272183 +Jefferson KS,Other,209,8013,39.239644,-95.375314,0.026082615749407213 +Jewell KS,Democrat,229,1497,39.7770021,-98.2226184,0.15297261189044756 +Jewell KS,Republican,1235,1497,39.7770021,-98.2226184,0.8249832999331997 +Jewell KS,Other,33,1497,39.7770021,-98.2226184,0.022044088176352707 +Johnson KS,Democrat,110526,274365,38.8839065,-94.8223295,0.40284292821606255 +Johnson KS,Republican,158401,274365,38.8839065,-94.8223295,0.5773367594263117 +Johnson KS,Other,5438,274365,38.8839065,-94.8223295,0.01982031235762579 +Kearny KS,Democrat,268,1386,37.9944614,-101.3081363,0.19336219336219337 +Kearny KS,Republican,1097,1386,37.9944614,-101.3081363,0.7914862914862915 +Kearny KS,Other,21,1386,37.9944614,-101.3081363,0.015151515151515152 +Kingman KS,Democrat,733,3231,37.5529509,-98.1445285,0.22686474775611265 +Kingman KS,Republican,2397,3231,37.5529509,-98.1445285,0.7418755803156918 +Kingman KS,Other,101,3231,37.5529509,-98.1445285,0.031259671928195606 +Kiowa KS,Democrat,163,1144,37.5612311,-99.2865389,0.14248251748251747 +Kiowa KS,Republican,976,1144,37.5612311,-99.2865389,0.8531468531468531 +Kiowa KS,Other,5,1144,37.5612311,-99.2865389,0.004370629370629371 +Labette KS,Democrat,3117,8037,37.1914676,-95.2974732,0.3878312803284808 +Labette KS,Republican,4742,8037,37.1914676,-95.2974732,0.5900211521712082 +Labette KS,Other,178,8037,37.1914676,-95.2974732,0.02214756750031106 +Lane KS,Democrat,172,928,38.4812863,-100.4661853,0.1853448275862069 +Lane KS,Republican,739,928,38.4812863,-100.4661853,0.7963362068965517 +Lane KS,Other,17,928,38.4812863,-100.4661853,0.018318965517241378 +Leavenworth KS,Democrat,11357,29085,39.1895108,-95.038977,0.3904761904761905 +Leavenworth KS,Republican,17059,29085,39.1895108,-95.038977,0.5865222623345367 +Leavenworth KS,Other,669,29085,39.1895108,-95.038977,0.02300154718927282 +Lincoln KS,Democrat,289,1483,39.0472801,-98.2142837,0.19487525286581253 +Lincoln KS,Republican,1165,1483,39.0472801,-98.2142837,0.7855697909642616 +Lincoln KS,Other,29,1483,39.0472801,-98.2142837,0.019554956169925825 +Linn KS,Democrat,1170,4467,38.2165494,-94.8449321,0.2619207521826729 +Linn KS,Republican,3177,4467,38.2165494,-94.8449321,0.7112155809267965 +Linn KS,Other,120,4467,38.2165494,-94.8449321,0.026863666890530557 +Logan KS,Democrat,197,1350,38.9132702,-101.1574016,0.14592592592592593 +Logan KS,Republican,1126,1350,38.9132702,-101.1574016,0.8340740740740741 +Logan KS,Other,27,1350,38.9132702,-101.1574016,0.02 +Lyon KS,Democrat,5111,11875,38.4554034,-96.1616407,0.4304 +Lyon KS,Republican,6470,11875,38.4554034,-96.1616407,0.5448421052631579 +Lyon KS,Other,294,11875,38.4554034,-96.1616407,0.024757894736842104 +Marion KS,Democrat,1385,5409,38.3596474,-97.1027707,0.25605472360880016 +Marion KS,Republican,3889,5409,38.3596474,-97.1027707,0.7189868737289702 +Marion KS,Other,135,5409,38.3596474,-97.1027707,0.024958402662229616 +Marshall KS,Democrat,1469,4773,39.7827091,-96.5212426,0.30777288916823803 +Marshall KS,Republican,3195,4773,39.7827091,-96.5212426,0.6693903205531112 +Marshall KS,Other,109,4773,39.7827091,-96.5212426,0.022836790278650744 +Meade KS,Democrat,258,1709,37.2438862,-100.3600936,0.15096547688706846 +Meade KS,Republican,1428,1709,37.2438862,-100.3600936,0.8355763604447045 +Meade KS,Other,23,1709,37.2438862,-100.3600936,0.013458162668227034 +Miami KS,Democrat,4712,14856,38.5667718,-94.8329626,0.31717824448034465 +Miami KS,Republican,9858,14856,38.5667718,-94.8329626,0.6635702746365105 +Miami KS,Other,286,14856,38.5667718,-94.8329626,0.019251480883144857 +Mitchell KS,Democrat,584,2965,39.3930256,-98.2073621,0.196964586846543 +Mitchell KS,Republican,2327,2965,39.3930256,-98.2073621,0.784822934232715 +Mitchell KS,Other,54,2965,39.3930256,-98.2073621,0.01821247892074199 +Montgomery KS,Democrat,3501,12417,37.1895369,-95.7424028,0.2819521623580575 +Montgomery KS,Republican,8630,12417,37.1895369,-95.7424028,0.6950148989288878 +Montgomery KS,Other,286,12417,37.1895369,-95.7424028,0.023032938713054684 +Morris KS,Democrat,718,2562,38.688204,-96.6514482,0.28024980483996875 +Morris KS,Republican,1773,2562,38.688204,-96.6514482,0.6920374707259953 +Morris KS,Other,71,2562,38.688204,-96.6514482,0.02771272443403591 +Morton KS,Democrat,189,1278,37.1852495,-101.8095163,0.14788732394366197 +Morton KS,Republican,1072,1278,37.1852495,-101.8095163,0.838810641627543 +Morton KS,Other,17,1278,37.1852495,-101.8095163,0.013302034428794992 +Nemaha KS,Democrat,1000,5026,39.7910427,-96.0053805,0.19896538002387584 +Nemaha KS,Republican,3930,5026,39.7910427,-96.0053805,0.781933943493832 +Nemaha KS,Other,96,5026,39.7910427,-96.0053805,0.01910067648229208 +Neosho KS,Democrat,2050,6480,37.5642832,-95.3156822,0.31635802469135804 +Neosho KS,Republican,4272,6480,37.5642832,-95.3156822,0.6592592592592592 +Neosho KS,Other,158,6480,37.5642832,-95.3156822,0.024382716049382715 +Ness KS,Democrat,218,1444,38.4804369,-99.9087452,0.15096952908587258 +Ness KS,Republican,1209,1444,38.4804369,-99.9087452,0.8372576177285319 +Ness KS,Other,17,1444,38.4804369,-99.9087452,0.011772853185595568 +Norton KS,Democrat,398,2325,39.7838666,-99.8992352,0.17118279569892472 +Norton KS,Republican,1878,2325,39.7838666,-99.8992352,0.807741935483871 +Norton KS,Other,49,2325,39.7838666,-99.8992352,0.021075268817204302 +Osage KS,Democrat,2268,6906,38.6502149,-95.7082554,0.32841007819287577 +Osage KS,Republican,4427,6906,38.6502149,-95.7082554,0.6410367796119316 +Osage KS,Other,211,6906,38.6502149,-95.7082554,0.030553142195192586 +Osborne KS,Democrat,324,1838,39.3482608,-98.7679416,0.176278563656148 +Osborne KS,Republican,1479,1838,39.3482608,-98.7679416,0.8046789989118607 +Osborne KS,Other,35,1838,39.3482608,-98.7679416,0.019042437431991296 +Ottawa KS,Democrat,558,2933,39.1379632,-97.6548025,0.1902488919195363 +Ottawa KS,Republican,2295,2933,39.1379632,-97.6548025,0.7824752812819639 +Ottawa KS,Other,80,2933,39.1379632,-97.6548025,0.02727582679849983 +Pawnee KS,Democrat,718,2608,38.1814768,-99.2347717,0.2753067484662577 +Pawnee KS,Republican,1836,2608,38.1814768,-99.2347717,0.7039877300613497 +Pawnee KS,Other,54,2608,38.1814768,-99.2347717,0.020705521472392636 +Phillips KS,Democrat,382,2565,39.7845058,-99.3421498,0.14892787524366471 +Phillips KS,Republican,2135,2565,39.7845058,-99.3421498,0.8323586744639376 +Phillips KS,Other,48,2565,39.7845058,-99.3421498,0.01871345029239766 +Pottawatomie KS,Democrat,2335,9479,39.3821868,-96.3371126,0.24633400147694903 +Pottawatomie KS,Republican,6804,9479,39.3821868,-96.3371126,0.7177972359953582 +Pottawatomie KS,Other,340,9479,39.3821868,-96.3371126,0.0358687625276928 +Pratt KS,Democrat,980,3801,37.6475943,-98.7401199,0.2578268876611418 +Pratt KS,Republican,2771,3801,37.6475943,-98.7401199,0.7290186792949224 +Pratt KS,Other,50,3801,37.6475943,-98.7401199,0.013154433043935806 +Rawlins KS,Democrat,190,1444,39.7861975,-101.0767378,0.13157894736842105 +Rawlins KS,Republican,1223,1444,39.7861975,-101.0767378,0.8469529085872576 +Rawlins KS,Other,31,1444,39.7861975,-101.0767378,0.02146814404432133 +Reno KS,Democrat,8085,24422,37.9481849,-98.0783463,0.3310539677340103 +Reno KS,Republican,15718,24422,37.9481849,-98.0783463,0.6436000327573499 +Reno KS,Other,619,24422,37.9481849,-98.0783463,0.02534599950863975 +Republic KS,Democrat,477,2686,39.8289061,-97.650883,0.17758749069247953 +Republic KS,Republican,2134,2686,39.8289061,-97.650883,0.7944899478778853 +Republic KS,Other,75,2686,39.8289061,-97.650883,0.027922561429635145 +Rice KS,Democrat,911,3681,38.3471776,-98.2014154,0.24748709589785384 +Rice KS,Republican,2676,3681,38.3471776,-98.2014154,0.7269763651181744 +Rice KS,Other,94,3681,38.3471776,-98.2014154,0.025536538983971745 +Riley KS,Democrat,8977,21101,39.2912114,-96.7274889,0.42543007440405667 +Riley KS,Republican,11507,21101,39.2912114,-96.7274889,0.5453296052319795 +Riley KS,Other,617,21101,39.2912114,-96.7274889,0.029240320363963793 +Rooks KS,Democrat,361,2460,39.3460064,-99.3244921,0.1467479674796748 +Rooks KS,Republican,2038,2460,39.3460064,-99.3244921,0.8284552845528456 +Rooks KS,Other,61,2460,39.3460064,-99.3244921,0.024796747967479674 +Rush KS,Democrat,367,1570,38.5235962,-99.3091835,0.2337579617834395 +Rush KS,Republican,1166,1570,38.5235962,-99.3091835,0.7426751592356687 +Rush KS,Other,37,1570,38.5235962,-99.3091835,0.02356687898089172 +Russell KS,Democrat,593,3200,38.9160397,-98.7709489,0.1853125 +Russell KS,Republican,2553,3200,38.9160397,-98.7709489,0.7978125 +Russell KS,Other,54,3200,38.9160397,-98.7709489,0.016875 +Saline KS,Democrat,7040,21496,38.7918043,-97.6514783,0.3275027912169706 +Saline KS,Republican,13840,21496,38.7918043,-97.6514783,0.6438407145515445 +Saline KS,Other,616,21496,38.7918043,-97.6514783,0.028656494231484926 +Scott KS,Democrat,277,2052,38.4818768,-100.9063604,0.13499025341130605 +Scott KS,Republican,1728,2052,38.4818768,-100.9063604,0.8421052631578947 +Scott KS,Other,47,2052,38.4818768,-100.9063604,0.02290448343079922 +Sedgwick KS,Democrat,71977,182895,37.681045,-97.4610535,0.39354274310396675 +Sedgwick KS,Republican,106506,182895,37.681045,-97.4610535,0.582334126137948 +Sedgwick KS,Other,4412,182895,37.681045,-97.4610535,0.02412313075808524 +Seward KS,Democrat,1490,5176,37.1809599,-100.8552566,0.28786707882534773 +Seward KS,Republican,3617,5176,37.1809599,-100.8552566,0.6988021638330757 +Seward KS,Other,69,5176,37.1809599,-100.8552566,0.013330757341576507 +Shawnee KS,Democrat,36975,76508,39.0418053,-95.755664,0.48328279395618756 +Shawnee KS,Republican,37782,76508,39.0418053,-95.755664,0.4938307105139332 +Shawnee KS,Other,1751,76508,39.0418053,-95.755664,0.022886495529879227 +Sheridan KS,Democrat,168,1342,39.3505465,-100.4412278,0.12518628912071536 +Sheridan KS,Republican,1154,1342,39.3505465,-100.4412278,0.8599105812220567 +Sheridan KS,Other,20,1342,39.3505465,-100.4412278,0.014903129657228018 +Sherman KS,Democrat,577,2623,39.3513521,-101.719859,0.21997712542889822 +Sherman KS,Republican,1976,2623,39.3513521,-101.719859,0.7533358749523447 +Sherman KS,Other,70,2623,39.3513521,-101.719859,0.02668699961875715 +Smith KS,Democrat,358,2023,39.7846603,-98.7854295,0.17696490360850223 +Smith KS,Republican,1624,2023,39.7846603,-98.7854295,0.8027681660899654 +Smith KS,Other,41,2023,39.7846603,-98.7854295,0.020266930301532378 +Stafford KS,Democrat,404,1839,38.0356303,-98.7198888,0.21968461120174007 +Stafford KS,Republican,1385,1839,38.0356303,-98.7198888,0.7531266992930941 +Stafford KS,Other,50,1839,38.0356303,-98.7198888,0.027188689505165852 +Stanton KS,Democrat,143,759,37.5659319,-101.7893829,0.18840579710144928 +Stanton KS,Republican,605,759,37.5659319,-101.7893829,0.7971014492753623 +Stanton KS,Other,11,759,37.5659319,-101.7893829,0.014492753623188406 +Stevens KS,Democrat,252,2034,37.2017002,-101.3172684,0.12389380530973451 +Stevens KS,Republican,1749,2034,37.2017002,-101.3172684,0.859882005899705 +Stevens KS,Other,33,2034,37.2017002,-101.3172684,0.016224188790560472 +Sumner KS,Democrat,2658,9141,37.2366617,-97.4933519,0.29077781424351823 +Sumner KS,Republican,6260,9141,37.2366617,-97.4933519,0.6848266054042227 +Sumner KS,Other,223,9141,37.2366617,-97.4933519,0.024395580352259052 +Thomas KS,Democrat,598,3474,39.3577126,-101.0833859,0.17213586643638457 +Thomas KS,Republican,2788,3474,39.3577126,-101.0833859,0.8025331030512378 +Thomas KS,Other,88,3474,39.3577126,-101.0833859,0.025331030512377662 +Trego KS,Democrat,291,1579,38.9213022,-99.865423,0.18429385687143762 +Trego KS,Republican,1261,1579,38.9213022,-99.865423,0.798606713109563 +Trego KS,Other,27,1579,38.9213022,-99.865423,0.017099430018999367 +Wabaunsee KS,Democrat,918,3267,38.9551537,-96.2012619,0.2809917355371901 +Wabaunsee KS,Republican,2256,3267,38.9551537,-96.2012619,0.6905417814508723 +Wabaunsee KS,Other,93,3267,38.9551537,-96.2012619,0.028466483011937556 +Wallace KS,Democrat,68,798,38.9266259,-101.7711031,0.08521303258145363 +Wallace KS,Republican,719,798,38.9266259,-101.7711031,0.9010025062656641 +Wallace KS,Other,11,798,38.9266259,-101.7711031,0.013784461152882205 +Washington KS,Democrat,524,2889,39.7767142,-97.0956108,0.18137763932156456 +Washington KS,Republican,2316,2889,39.7767142,-97.0956108,0.8016614745586709 +Washington KS,Other,49,2889,39.7767142,-97.0956108,0.016960886119764623 +Wichita KS,Democrat,157,987,38.4819222,-101.3474341,0.1590678824721378 +Wichita KS,Republican,821,987,38.4819222,-101.3474341,0.8318135764944276 +Wichita KS,Other,9,987,38.4819222,-101.3474341,0.00911854103343465 +Wilson KS,Democrat,818,3717,37.5585146,-95.7451749,0.2200699488835082 +Wilson KS,Republican,2825,3717,37.5585146,-95.7451749,0.7600215227333872 +Wilson KS,Other,74,3717,37.5585146,-95.7451749,0.019908528383104654 +Woodson KS,Democrat,380,1447,37.8881929,-95.7584691,0.2626123013130615 +Woodson KS,Republican,1035,1447,37.8881929,-95.7584691,0.7152729785763648 +Woodson KS,Other,32,1447,37.8881929,-95.7584691,0.0221147201105736 +Wyandotte KS,Democrat,34302,50738,39.1153842,-94.7630866,0.6760613346998305 +Wyandotte KS,Republican,15496,50738,39.1153842,-94.7630866,0.3054121171508534 +Wyandotte KS,Other,940,50738,39.1153842,-94.7630866,0.018526548149316095 +Adair KY,Democrat,1660,7600,37.1055589,-85.2813796,0.21842105263157896 +Adair KY,Republican,5841,7600,37.1055589,-85.2813796,0.7685526315789474 +Adair KY,Other,99,7600,37.1055589,-85.2813796,0.013026315789473684 +Allen KY,Democrat,1808,7100,36.7507703,-86.192458,0.25464788732394367 +Allen KY,Republican,5184,7100,36.7507703,-86.192458,0.7301408450704225 +Allen KY,Other,108,7100,36.7507703,-86.192458,0.015211267605633802 +Anderson KY,Democrat,3315,10320,38.0053963,-84.9864171,0.32122093023255816 +Anderson KY,Republican,6822,10320,38.0053963,-84.9864171,0.661046511627907 +Anderson KY,Other,183,10320,38.0053963,-84.9864171,0.017732558139534883 +Ballard KY,Democrat,1189,3895,37.0513234,-89.0103673,0.30526315789473685 +Ballard KY,Republican,2647,3895,37.0513234,-89.0103673,0.679589216944801 +Ballard KY,Other,59,3895,37.0513234,-89.0103673,0.015147625160462131 +Barren KY,Democrat,5400,16568,36.9628048,-85.9321078,0.32592950265572185 +Barren KY,Republican,10922,16568,36.9628048,-85.9321078,0.6592225977788508 +Barren KY,Other,246,16568,36.9628048,-85.9321078,0.01484789956542733 +Bath KY,Democrat,1770,4122,38.1522485,-83.7376405,0.4294032023289665 +Bath KY,Republican,2275,4122,38.1522485,-83.7376405,0.5519165453663271 +Bath KY,Other,77,4122,38.1522485,-83.7376405,0.018680252304706452 +Bell KY,Democrat,2224,9482,36.7289281,-83.680718,0.23454967306475427 +Bell KY,Republican,7127,9482,36.7289281,-83.680718,0.7516346762286438 +Bell KY,Other,131,9482,36.7289281,-83.680718,0.013815650706601982 +Boone KY,Democrat,15629,52511,38.9589002,-84.7363707,0.2976328769210261 +Boone KY,Republican,35922,52511,38.9589002,-84.7363707,0.6840852392831978 +Boone KY,Other,960,52511,38.9589002,-84.7363707,0.018281883795776124 +Bourbon KY,Democrat,3075,7923,38.2025623,-84.2098602,0.38811056418023476 +Bourbon KY,Republican,4692,7923,38.2025623,-84.2098602,0.5921999242711095 +Bourbon KY,Other,156,7923,38.2025623,-84.2098602,0.01968951154865581 +Boyd KY,Democrat,7776,19049,38.3600037,-82.6814063,0.40821040474565595 +Boyd KY,Republican,10884,19049,38.3600037,-82.6814063,0.5713685757782561 +Boyd KY,Other,389,19049,38.3600037,-82.6814063,0.020421019476087984 +Boyle KY,Democrat,4471,12373,37.6181043,-84.8683523,0.36135132950779925 +Boyle KY,Republican,7703,12373,37.6181043,-84.8683523,0.6225652630728199 +Boyle KY,Other,199,12373,37.6181043,-84.8683523,0.01608340741938091 +Bracken KY,Democrat,1147,3232,38.6803649,-84.1152351,0.35488861386138615 +Bracken KY,Republican,2029,3232,38.6803649,-84.1152351,0.6277846534653465 +Bracken KY,Other,56,3232,38.6803649,-84.1152351,0.017326732673267328 +Breathitt KY,Democrat,1562,5008,37.5178069,-83.3171582,0.31190095846645366 +Breathitt KY,Republican,3318,5008,37.5178069,-83.3171582,0.6625399361022364 +Breathitt KY,Other,128,5008,37.5178069,-83.3171582,0.025559105431309903 +Breckinridge KY,Democrat,2825,7969,37.777988,-86.4329188,0.35449868239427784 +Breckinridge KY,Republican,5025,7969,37.777988,-86.4329188,0.6305684527544234 +Breckinridge KY,Other,119,7969,37.777988,-86.4329188,0.014932864851298782 +Bullitt KY,Democrat,9971,31779,37.9699446,-85.7026357,0.31376065955505206 +Bullitt KY,Republican,21306,31779,37.9699446,-85.7026357,0.6704427452091003 +Bullitt KY,Other,502,31779,37.9699446,-85.7026357,0.01579659523584757 +Butler KY,Democrat,1293,5060,37.2070133,-86.6824707,0.2555335968379447 +Butler KY,Republican,3716,5060,37.2070133,-86.6824707,0.7343873517786561 +Butler KY,Other,51,5060,37.2070133,-86.6824707,0.01007905138339921 +Caldwell KY,Democrat,1852,5860,37.1486421,-87.8705095,0.31604095563139933 +Caldwell KY,Republican,3904,5860,37.1486421,-87.8705095,0.6662116040955631 +Caldwell KY,Other,104,5860,37.1486421,-87.8705095,0.017747440273037544 +Calloway KY,Democrat,5317,15072,36.6209783,-88.2740857,0.35277335456475584 +Calloway KY,Republican,9440,15072,36.6209783,-88.2740857,0.6263269639065817 +Calloway KY,Other,315,15072,36.6209783,-88.2740857,0.02089968152866242 +Campbell KY,Democrat,15080,40177,38.9469811,-84.3795832,0.37533912437464223 +Campbell KY,Republican,24240,40177,38.9469811,-84.3795832,0.6033302635836424 +Campbell KY,Other,857,40177,38.9469811,-84.3795832,0.021330612041715408 +Carlisle KY,Democrat,750,2619,36.85718,-88.976614,0.286368843069874 +Carlisle KY,Republican,1835,2619,36.85718,-88.976614,0.7006491027109584 +Carlisle KY,Other,34,2619,36.85718,-88.976614,0.012982054219167621 +Carroll KY,Democrat,1629,3680,38.6683939,-85.1240238,0.44266304347826085 +Carroll KY,Republican,1999,3680,38.6683939,-85.1240238,0.5432065217391304 +Carroll KY,Other,52,3680,38.6683939,-85.1240238,0.014130434782608696 +Carter KY,Democrat,3383,8908,38.3095486,-83.0487958,0.3797709923664122 +Carter KY,Republican,5279,8908,38.3095486,-83.0487958,0.5926133812303548 +Carter KY,Other,246,8908,38.3095486,-83.0487958,0.02761562640323305 +Casey KY,Democrat,1086,6091,37.3219623,-84.9282195,0.1782958463306518 +Casey KY,Republican,4904,6091,37.3219623,-84.9282195,0.8051223116072894 +Casey KY,Other,101,6091,37.3219623,-84.9282195,0.016581842062058774 +Christian KY,Democrat,8252,21955,36.8920592,-87.4929864,0.3758597130494193 +Christian KY,Republican,13475,21955,36.8920592,-87.4929864,0.6137554087907082 +Christian KY,Other,228,21955,36.8920592,-87.4929864,0.010384878159872466 +Clark KY,Democrat,5228,15416,37.9703141,-84.1451152,0.3391281785158277 +Clark KY,Republican,9931,15416,37.9703141,-84.1451152,0.6442008303061754 +Clark KY,Other,257,15416,37.9703141,-84.1451152,0.016670991177996888 +Clay KY,Democrat,1111,7383,37.1642731,-83.7154733,0.15048083434918055 +Clay KY,Republican,6176,7383,37.1642731,-83.7154733,0.8365163212786131 +Clay KY,Other,96,7383,37.1642731,-83.7154733,0.01300284437220642 +Clinton KY,Democrat,752,4393,36.7272577,-85.1360977,0.17118142499430913 +Clinton KY,Republican,3569,4393,36.7272577,-85.1360977,0.8124288641019805 +Clinton KY,Other,72,4393,36.7272577,-85.1360977,0.01638971090371045 +Crittenden KY,Democrat,960,3854,37.3581494,-88.1050103,0.24909185262065386 +Crittenden KY,Republican,2839,3854,37.3581494,-88.1050103,0.7366372599896212 +Crittenden KY,Other,55,3854,37.3581494,-88.1050103,0.014270887389724962 +Cumberland KY,Democrat,599,2854,36.7823717,-85.3884841,0.20988086895585142 +Cumberland KY,Republican,2216,2854,36.7823717,-85.3884841,0.7764540995094604 +Cumberland KY,Other,39,2854,36.7823717,-85.3884841,0.013665031534688158 +Daviess KY,Democrat,16208,42087,37.731671,-87.087139,0.38510704017867753 +Daviess KY,Republican,25092,42087,37.731671,-87.087139,0.5961935989735547 +Daviess KY,Other,787,42087,37.731671,-87.087139,0.01869936084776772 +Edmonson KY,Democrat,1374,4668,37.2275136,-86.2180153,0.2943444730077121 +Edmonson KY,Republican,3232,4668,37.2275136,-86.2180153,0.6923736075407027 +Edmonson KY,Other,62,4668,37.2275136,-86.2180153,0.013281919451585262 +Elliott KY,Democrat,1186,2399,38.1168826,-83.096116,0.4943726552730304 +Elliott KY,Republican,1126,2399,38.1168826,-83.096116,0.46936223426427676 +Elliott KY,Other,87,2399,38.1168826,-83.096116,0.03626511046269279 +Estill KY,Democrat,1356,5184,37.6924493,-83.9639825,0.26157407407407407 +Estill KY,Republican,3749,5184,37.6924493,-83.9639825,0.7231867283950617 +Estill KY,Other,79,5184,37.6924493,-83.9639825,0.015239197530864198 +Fayette KY,Democrat,62080,125866,38.0406751,-84.4582743,0.493222951392751 +Fayette KY,Republican,60795,125866,38.0406751,-84.4582743,0.4830136812165319 +Fayette KY,Other,2991,125866,38.0406751,-84.4582743,0.023763367390717112 +Fleming KY,Democrat,1911,5782,38.3678475,-83.6992045,0.3305084745762712 +Fleming KY,Republican,3780,5782,38.3678475,-83.6992045,0.6537530266343826 +Fleming KY,Other,91,5782,38.3678475,-83.6992045,0.015738498789346248 +Floyd KY,Democrat,4733,14890,37.552456,-82.7397239,0.3178643384822028 +Floyd KY,Republican,9784,14890,37.552456,-82.7397239,0.6570852921423774 +Floyd KY,Other,373,14890,37.552456,-82.7397239,0.025050369375419743 +Franklin KY,Democrat,11535,23337,38.234919,-84.8687863,0.49427947036894204 +Franklin KY,Republican,11345,23337,38.234919,-84.8687863,0.4861378926168745 +Franklin KY,Other,457,23337,38.234919,-84.8687863,0.019582637014183484 +Fulton KY,Democrat,1022,2481,36.5525115,-89.1876586,0.41193067311567916 +Fulton KY,Republican,1425,2481,36.5525115,-89.1876586,0.5743651753325272 +Fulton KY,Other,34,2481,36.5525115,-89.1876586,0.013704151551793631 +Gallatin KY,Democrat,1238,3061,38.7601027,-84.8621525,0.40444299248611565 +Gallatin KY,Republican,1758,3061,38.7601027,-84.8621525,0.5743221169552434 +Gallatin KY,Other,65,3061,38.7601027,-84.8621525,0.021234890558640966 +Garrard KY,Democrat,1661,7077,37.6301619,-84.5458557,0.23470397060901513 +Garrard KY,Republican,5310,7077,37.6301619,-84.5458557,0.7503179313268334 +Garrard KY,Other,106,7077,37.6301619,-84.5458557,0.014978098064151476 +Grant KY,Democrat,2810,8608,38.649167,-84.6259245,0.32644052044609667 +Grant KY,Republican,5664,8608,38.649167,-84.6259245,0.6579925650557621 +Grant KY,Other,134,8608,38.649167,-84.6259245,0.015566914498141264 +Graves KY,Democrat,4547,15503,36.7233435,-88.6498974,0.29329807134103075 +Graves KY,Republican,10699,15503,36.7233435,-88.6498974,0.6901244920337999 +Graves KY,Other,257,15503,36.7233435,-88.6498974,0.016577436625169324 +Grayson KY,Democrat,2744,9271,37.4585771,-86.3440113,0.29597670154244415 +Grayson KY,Republican,6404,9271,37.4585771,-86.3440113,0.6907561212382699 +Grayson KY,Other,123,9271,37.4585771,-86.3440113,0.013267177219285945 +Green KY,Democrat,1165,4856,37.2753816,-85.5784829,0.23990939044481055 +Green KY,Republican,3634,4856,37.2753816,-85.5784829,0.7483525535420099 +Green KY,Other,57,4856,37.2753816,-85.5784829,0.011738056013179572 +Greenup KY,Democrat,6027,15168,38.5635616,-82.9338199,0.3973496835443038 +Greenup KY,Republican,8855,15168,38.5635616,-82.9338199,0.5837948312236287 +Greenup KY,Other,286,15168,38.5635616,-82.9338199,0.01885548523206751 +Hancock KY,Democrat,1833,4134,37.8433252,-86.7927612,0.44339622641509435 +Hancock KY,Republican,2212,4134,37.8433252,-86.7927612,0.5350749879051766 +Hancock KY,Other,89,4134,37.8433252,-86.7927612,0.021528785679729077 +Hardin KY,Democrat,15214,39218,37.6958356,-85.9631827,0.3879341118873986 +Hardin KY,Republican,23357,39218,37.6958356,-85.9631827,0.5955683614666735 +Hardin KY,Other,647,39218,37.6958356,-85.9631827,0.01649752664592789 +Harlan KY,Democrat,1830,10657,36.8592233,-83.2214968,0.1717181195458384 +Harlan KY,Republican,8652,10657,36.8592233,-83.2214968,0.8118607488036033 +Harlan KY,Other,175,10657,36.8592233,-83.2214968,0.016421131650558318 +Harrison KY,Democrat,2471,7163,38.4445776,-84.3341313,0.3449671925171018 +Harrison KY,Republican,4556,7163,38.4445776,-84.3341313,0.6360463492949882 +Harrison KY,Other,136,7163,38.4445776,-84.3341313,0.018986458187910095 +Hart KY,Democrat,2283,6622,37.3090972,-85.8821233,0.3447598912715192 +Hart KY,Republican,4257,6622,37.3090972,-85.8821233,0.6428571428571429 +Hart KY,Other,82,6622,37.3090972,-85.8821233,0.012382965871337965 +Henderson KY,Democrat,8091,18622,37.7925421,-87.5725767,0.4344860917194716 +Henderson KY,Republican,10296,18622,37.7925421,-87.5725767,0.5528944259478037 +Henderson KY,Other,235,18622,37.7925421,-87.5725767,0.012619482332724734 +Henry KY,Democrat,2530,6590,38.4513829,-85.1196472,0.38391502276176026 +Henry KY,Republican,3940,6590,38.4513829,-85.1196472,0.5978755690440061 +Henry KY,Other,120,6590,38.4513829,-85.1196472,0.018209408194233688 +Hickman KY,Democrat,686,2139,36.675896,-88.9720844,0.32071061243571763 +Hickman KY,Republican,1431,2139,36.675896,-88.9720844,0.6690042075736325 +Hickman KY,Other,22,2139,36.675896,-88.9720844,0.010285179990649837 +Hopkins KY,Democrat,5789,19767,37.3110702,-87.5421956,0.2928618404411393 +Hopkins KY,Republican,13681,19767,37.3110702,-87.5421956,0.6921131178226336 +Hopkins KY,Other,297,19767,37.3110702,-87.5421956,0.015025041736227046 +Jackson KY,Democrat,612,5061,37.4034585,-84.0205757,0.12092471843509188 +Jackson KY,Republican,4365,5061,37.4034585,-84.0205757,0.8624777711914642 +Jackson KY,Other,84,5061,37.4034585,-84.0205757,0.016597510373443983 +Jefferson KY,Democrat,186181,339579,38.1895321,-85.6576243,0.5482700638143112 +Jefferson KY,Republican,148423,339579,38.1895321,-85.6576243,0.4370794424861372 +Jefferson KY,Other,4975,339579,38.1895321,-85.6576243,0.014650493699551504 +Jessamine KY,Democrat,6001,20633,37.8732908,-84.5839603,0.290844763243348 +Jessamine KY,Republican,14233,20633,37.8732908,-84.5839603,0.6898172829932632 +Jessamine KY,Other,399,20633,37.8732908,-84.5839603,0.019337953763388746 +Johnson KY,Democrat,1723,9035,37.8477561,-82.8301215,0.1907028223574986 +Johnson KY,Republican,7095,9035,37.8477561,-82.8301215,0.7852794687327062 +Johnson KY,Other,217,9035,37.8477561,-82.8301215,0.02401770890979524 +Kenton KY,Democrat,24920,67704,38.9305031,-84.5334381,0.3680727874276261 +Kenton KY,Republican,41389,67704,38.9305031,-84.5334381,0.6113228169679783 +Kenton KY,Other,1395,67704,38.9305031,-84.5334381,0.020604395604395604 +Knott KY,Democrat,1420,5693,37.3543684,-82.9525461,0.24942912348498156 +Knott KY,Republican,4130,5693,37.3543684,-82.9525461,0.725452309854207 +Knott KY,Other,143,5693,37.3543684,-82.9525461,0.025118566660811522 +Knox KY,Democrat,2484,11100,36.8885003,-83.8555508,0.22378378378378377 +Knox KY,Republican,8467,11100,36.8885003,-83.8555508,0.7627927927927928 +Knox KY,Other,149,11100,36.8885003,-83.8555508,0.013423423423423423 +Larue KY,Democrat,1733,5764,37.5444624,-85.6968413,0.3006592643997224 +Larue KY,Republican,3911,5764,37.5444624,-85.6968413,0.6785218598195697 +Larue KY,Other,120,5764,37.5444624,-85.6968413,0.020818875780707843 +Laurel KY,Democrat,3905,22408,37.1132678,-84.119395,0.17426811852909674 +Laurel KY,Republican,18151,22408,37.1132678,-84.119395,0.8100232059978579 +Laurel KY,Other,352,22408,37.1132678,-84.119395,0.01570867547304534 +Lawrence KY,Democrat,1520,5592,38.0744531,-82.7382903,0.2718168812589413 +Lawrence KY,Republican,3995,5592,38.0744531,-82.7382903,0.7144134477825465 +Lawrence KY,Other,77,5592,38.0744531,-82.7382903,0.01376967095851216 +Lee KY,Democrat,595,2623,37.608116,-83.7192475,0.22683949675943577 +Lee KY,Republican,1977,2623,37.608116,-83.7192475,0.7537171178040412 +Lee KY,Other,51,2623,37.608116,-83.7192475,0.019443385436523065 +Leslie KY,Democrat,433,4950,37.0878462,-83.3886172,0.08747474747474747 +Leslie KY,Republican,4439,4950,37.0878462,-83.3886172,0.8967676767676768 +Leslie KY,Other,78,4950,37.0878462,-83.3886172,0.01575757575757576 +Letcher KY,Democrat,1702,8758,37.1185357,-82.8612507,0.1943366065311715 +Letcher KY,Republican,6811,8758,37.1185357,-82.8612507,0.7776889700844942 +Letcher KY,Other,245,8758,37.1185357,-82.8612507,0.027974423384334323 +Lewis KY,Democrat,1342,4769,38.5350468,-83.3701427,0.2814007129377228 +Lewis KY,Republican,3326,4769,38.5350468,-83.3701427,0.6974208429440134 +Lewis KY,Other,101,4769,38.5350468,-83.3701427,0.021178444118263785 +Lincoln KY,Democrat,2582,9152,37.4571737,-84.6583354,0.2821241258741259 +Lincoln KY,Republican,6416,9152,37.4571737,-84.6583354,0.701048951048951 +Lincoln KY,Other,154,9152,37.4571737,-84.6583354,0.016826923076923076 +Livingston KY,Democrat,1346,4511,37.2095174,-88.3634261,0.298381733540235 +Livingston KY,Republican,3089,4511,37.2095174,-88.3634261,0.6847705608512525 +Livingston KY,Other,76,4511,37.2095174,-88.3634261,0.016847705608512526 +Logan KY,Democrat,3469,10510,36.859607,-86.8812881,0.3300666032350143 +Logan KY,Republican,6899,10510,36.859607,-86.8812881,0.6564224548049477 +Logan KY,Other,142,10510,36.859607,-86.8812881,0.01351094196003806 +Lyon KY,Democrat,1373,3839,37.0239759,-88.0833909,0.35764522010940347 +Lyon KY,Republican,2412,3839,37.0239759,-88.0833909,0.6282886168272988 +Lyon KY,Other,54,3839,37.0239759,-88.0833909,0.014066163063297733 +Madison KY,Democrat,11512,33322,37.7255107,-84.2783618,0.3454774623371946 +Madison KY,Republican,21128,33322,37.7255107,-84.2783618,0.634055578896825 +Madison KY,Other,682,33322,37.7255107,-84.2783618,0.020466958765980432 +Magoffin KY,Democrat,1433,4906,37.698983,-83.069721,0.2920913167549939 +Magoffin KY,Republican,3391,4906,37.698983,-83.069721,0.6911944557684468 +Magoffin KY,Other,82,4906,37.698983,-83.069721,0.016714227476559314 +Marion KY,Democrat,3418,7318,37.552604,-85.2689592,0.4670675047827275 +Marion KY,Republican,3800,7318,37.552604,-85.2689592,0.5192675594424706 +Marion KY,Other,100,7318,37.552604,-85.2689592,0.013664935774801858 +Marshall KY,Democrat,5022,15719,36.882017,-88.3327524,0.3194859723901011 +Marshall KY,Republican,10402,15719,36.882017,-88.3327524,0.6617469304663146 +Marshall KY,Other,295,15719,36.882017,-88.3327524,0.018767097143584197 +Martin KY,Democrat,574,3824,37.796774,-82.5066231,0.15010460251046026 +Martin KY,Republican,3180,3824,37.796774,-82.5066231,0.8315899581589958 +Martin KY,Other,70,3824,37.796774,-82.5066231,0.018305439330543932 +Mason KY,Democrat,2592,6881,38.5941366,-83.8281251,0.37668943467519256 +Mason KY,Republican,4197,6881,38.5941366,-83.8281251,0.609940415637262 +Mason KY,Other,92,6881,38.5941366,-83.8281251,0.013370149687545414 +Meade KY,Democrat,4122,10916,37.9674757,-86.2008628,0.3776108464639062 +Meade KY,Republican,6606,10916,37.9674757,-86.2008628,0.6051667277390985 +Meade KY,Other,188,10916,37.9674757,-86.2008628,0.017222425796995237 +Menifee KY,Democrat,1048,2598,37.9355008,-83.5893651,0.403387220939184 +Menifee KY,Republican,1484,2598,37.9355008,-83.5893651,0.5712086220169361 +Menifee KY,Other,66,2598,37.9355008,-83.5893651,0.025404157043879907 +Mercer KY,Democrat,2966,9939,37.8120852,-84.8796946,0.29842036422175267 +Mercer KY,Republican,6820,9939,37.8120852,-84.8796946,0.6861857329711238 +Mercer KY,Other,153,9939,37.8120852,-84.8796946,0.015393902807123452 +Metcalfe KY,Democrat,1425,4184,36.9924298,-85.6334564,0.3405831739961759 +Metcalfe KY,Republican,2676,4184,36.9924298,-85.6334564,0.6395793499043977 +Metcalfe KY,Other,83,4184,36.9924298,-85.6334564,0.019837476099426387 +Monroe KY,Democrat,936,4746,36.714077,-85.713508,0.1972187104930468 +Monroe KY,Republican,3762,4746,36.714077,-85.713508,0.7926675094816688 +Monroe KY,Other,48,4746,36.714077,-85.713508,0.010113780025284451 +Montgomery KY,Democrat,3701,10248,38.0381086,-83.9124157,0.36114363778298203 +Montgomery KY,Republican,6398,10248,38.0381086,-83.9124157,0.6243169398907104 +Montgomery KY,Other,149,10248,38.0381086,-83.9124157,0.014539422326307573 +Morgan KY,Democrat,1369,4472,37.9229402,-83.2589444,0.30612701252236135 +Morgan KY,Republican,3021,4472,37.9229402,-83.2589444,0.6755366726296959 +Morgan KY,Other,82,4472,37.9229402,-83.2589444,0.018336314847942754 +Muhlenberg KY,Democrat,4771,12739,37.2138159,-87.1340919,0.37451919302928016 +Muhlenberg KY,Republican,7762,12739,37.2138159,-87.1340919,0.6093099929350813 +Muhlenberg KY,Other,206,12739,37.2138159,-87.1340919,0.01617081403563859 +Nelson KY,Democrat,7611,18533,37.8031198,-85.4659312,0.41067285382830626 +Nelson KY,Republican,10673,18533,37.8031198,-85.4659312,0.575891652727567 +Nelson KY,Other,249,18533,37.8031198,-85.4659312,0.013435493444126693 +Nicholas KY,Democrat,948,2581,38.338031,-84.0262231,0.3672994963192561 +Nicholas KY,Republican,1583,2581,38.338031,-84.0262231,0.6133281673769857 +Nicholas KY,Other,50,2581,38.338031,-84.0262231,0.019372336303758234 +Ohio KY,Democrat,2987,9646,37.4778588,-86.844871,0.30966203607713044 +Ohio KY,Republican,6470,9646,37.4778588,-86.844871,0.6707443499896331 +Ohio KY,Other,189,9646,37.4778588,-86.844871,0.019593613933236574 +Oldham KY,Democrat,9240,29884,38.4001274,-85.4561516,0.3091955561504484 +Oldham KY,Republican,20179,29884,38.4001274,-85.4561516,0.6752442778744479 +Oldham KY,Other,465,29884,38.4001274,-85.4561516,0.015560165975103735 +Owen KY,Democrat,1501,4557,38.4993945,-84.8415902,0.3293833662497257 +Owen KY,Republican,2971,4557,38.4993945,-84.8415902,0.651964011411016 +Owen KY,Other,85,4557,38.4993945,-84.8415902,0.018652622339258285 +Owsley KY,Democrat,283,1580,37.4236223,-83.691637,0.17911392405063292 +Owsley KY,Republican,1279,1580,37.4236223,-83.691637,0.8094936708860759 +Owsley KY,Other,18,1580,37.4236223,-83.691637,0.01139240506329114 +Pendleton KY,Democrat,1859,5534,38.6962842,-84.3519435,0.3359233827249729 +Pendleton KY,Republican,3556,5534,38.6962842,-84.3519435,0.6425731839537405 +Pendleton KY,Other,119,5534,38.6962842,-84.3519435,0.021503433321286593 +Perry KY,Democrat,2047,10241,37.2412822,-83.2177723,0.19988282394297432 +Perry KY,Republican,8040,10241,37.2412822,-83.2177723,0.7850795820720633 +Perry KY,Other,154,10241,37.2412822,-83.2177723,0.015037593984962405 +Pike KY,Democrat,5646,23636,37.4860314,-82.410912,0.23887290573701134 +Pike KY,Republican,17590,23636,37.4860314,-82.410912,0.7442037569808766 +Pike KY,Other,400,23636,37.4860314,-82.410912,0.016923337282112032 +Powell KY,Democrat,1620,4481,37.8099073,-83.8313543,0.3615264449899576 +Powell KY,Republican,2766,4481,37.8099073,-83.8313543,0.6172729301495202 +Powell KY,Other,95,4481,37.8099073,-83.8313543,0.021200624860522203 +Pulaski KY,Democrat,4976,26003,37.1073741,-84.5769534,0.19136253509210477 +Pulaski KY,Republican,20714,26003,37.1073741,-84.5769534,0.7966003922624313 +Pulaski KY,Other,313,26003,37.1073741,-84.5769534,0.012037072645463985 +Robertson KY,Democrat,340,935,38.5134727,-84.06423,0.36363636363636365 +Robertson KY,Republican,579,935,38.5134727,-84.06423,0.6192513368983957 +Robertson KY,Other,16,935,38.5134727,-84.06423,0.017112299465240642 +Rockcastle KY,Democrat,1097,6216,37.3610502,-84.3143684,0.17648005148005147 +Rockcastle KY,Republican,5028,6216,37.3610502,-84.3143684,0.8088803088803089 +Rockcastle KY,Other,91,6216,37.3610502,-84.3143684,0.01463963963963964 +Rowan KY,Democrat,3438,7665,38.2042659,-83.4280787,0.44853228962818004 +Rowan KY,Republican,4035,7665,38.2042659,-83.4280787,0.5264187866927593 +Rowan KY,Other,192,7665,38.2042659,-83.4280787,0.025048923679060666 +Russell KY,Democrat,1445,7909,36.9905867,-85.0549503,0.1827032494626375 +Russell KY,Republican,6346,7909,36.9905867,-85.0549503,0.8023770388165381 +Russell KY,Other,118,7909,36.9905867,-85.0549503,0.014919711720824378 +Scott KY,Democrat,7532,20573,38.2857099,-84.5783405,0.3661109220823409 +Scott KY,Republican,12679,20573,38.2857099,-84.5783405,0.6162931998250134 +Scott KY,Other,362,20573,38.2857099,-84.5783405,0.0175958780926457 +Shelby KY,Democrat,6634,18663,38.2390111,-85.2282471,0.355462680169319 +Shelby KY,Republican,11790,18663,38.2390111,-85.2282471,0.6317312329207523 +Shelby KY,Other,239,18663,38.2390111,-85.2282471,0.012806086909928736 +Simpson KY,Democrat,2650,7093,36.7409366,-86.5817934,0.37360778232059777 +Simpson KY,Republican,4355,7093,36.7409366,-86.5817934,0.6139856196249823 +Simpson KY,Other,88,7093,36.7409366,-86.5817934,0.01240659805441985 +Spencer KY,Democrat,2549,8431,38.0254107,-85.3171741,0.30233661487368046 +Spencer KY,Republican,5726,8431,38.0254107,-85.3171741,0.6791602419641798 +Spencer KY,Other,156,8431,38.0254107,-85.3171741,0.01850314316213972 +Taylor KY,Democrat,3285,10950,37.3662101,-85.3280585,0.3 +Taylor KY,Republican,7551,10950,37.3662101,-85.3280585,0.6895890410958904 +Taylor KY,Other,114,10950,37.3662101,-85.3280585,0.010410958904109589 +Todd KY,Democrat,1403,4718,36.8403384,-87.1836416,0.2973717676981772 +Todd KY,Republican,3247,4718,36.8403384,-87.1836416,0.6882153454853751 +Todd KY,Other,68,4718,36.8403384,-87.1836416,0.014412886816447647 +Trigg KY,Democrat,2115,6742,36.8076808,-87.8586515,0.31370513200830613 +Trigg KY,Republican,4520,6742,36.8076808,-87.8586515,0.6704242064669238 +Trigg KY,Other,107,6742,36.8076808,-87.8586515,0.015870661524770097 +Trimble KY,Democrat,1355,3543,38.6200401,-85.3512075,0.38244425627998874 +Trimble KY,Republican,2133,3543,38.6200401,-85.3512075,0.6020321761219306 +Trimble KY,Other,55,3543,38.6200401,-85.3512075,0.015523567598080722 +Union KY,Democrat,1942,5979,37.6580293,-87.9516496,0.32480347884261584 +Union KY,Republican,3955,5979,37.6580293,-87.9516496,0.6614818531527011 +Union KY,Other,82,5979,37.6580293,-87.9516496,0.013714668004683057 +Warren KY,Democrat,16805,43903,36.995634,-86.4235786,0.3827756645331754 +Warren KY,Republican,26384,43903,36.995634,-86.4235786,0.6009612099400952 +Warren KY,Other,714,43903,36.995634,-86.4235786,0.016263125526729382 +Washington KY,Democrat,1669,5219,37.7542085,-85.1754162,0.3197930638053267 +Washington KY,Republican,3495,5219,37.7542085,-85.1754162,0.6696685188733473 +Washington KY,Other,55,5219,37.7542085,-85.1754162,0.010538417321325924 +Wayne KY,Democrat,1855,7210,36.8007715,-84.8265896,0.25728155339805825 +Wayne KY,Republican,5289,7210,36.8007715,-84.8265896,0.7335644937586685 +Wayne KY,Other,66,7210,36.8007715,-84.8265896,0.009153952843273232 +Webster KY,Democrat,1765,5470,37.5194599,-87.6847902,0.3226691042047532 +Webster KY,Republican,3607,5470,37.5194599,-87.6847902,0.6594149908592322 +Webster KY,Other,98,5470,37.5194599,-87.6847902,0.017915904936014627 +Whitley KY,Democrat,2683,13072,36.7580237,-84.1446485,0.20524785801713585 +Whitley KY,Republican,10232,13072,36.7580237,-84.1446485,0.7827417380660955 +Whitley KY,Other,157,13072,36.7580237,-84.1446485,0.012010403916768666 +Wolfe KY,Democrat,976,2559,37.7438929,-83.4951095,0.38139898397811645 +Wolfe KY,Republican,1542,2559,37.7438929,-83.4951095,0.6025791324736225 +Wolfe KY,Other,41,2559,37.7438929,-83.4951095,0.016021883548261038 +Woodford KY,Democrat,4883,12332,38.0431027,-84.7488546,0.39596172559195586 +Woodford KY,Republican,7219,12332,38.0431027,-84.7488546,0.5853876094712942 +Woodford KY,Other,230,12332,38.0431027,-84.7488546,0.018650664936749918 +Acadia LA,Democrat,6560,26835,30.291497,-92.4110366,0.24445686603316563 +Acadia LA,Republican,19931,26835,30.291497,-92.4110366,0.7427240544065586 +Acadia LA,Other,344,26835,30.291497,-92.4110366,0.012819079560275759 +Allen LA,Democrat,2617,9307,30.6527435,-92.8196052,0.2811862039325239 +Allen LA,Republican,6495,9307,30.6527435,-92.8196052,0.6978618244332223 +Allen LA,Other,195,9307,30.6527435,-92.8196052,0.020951971634253788 +Ascension LA,Democrat,16349,51073,30.2064437,-90.9125023,0.3201104301685822 +Ascension LA,Republican,33856,51073,30.2064437,-90.9125023,0.6628942885673448 +Ascension LA,Other,868,51073,30.2064437,-90.9125023,0.016995281264072994 +Assumption LA,Democrat,4754,10992,29.8988529,-91.0524649,0.43249636098981076 +Assumption LA,Republican,6083,10992,29.8988529,-91.0524649,0.5534024745269287 +Assumption LA,Other,155,10992,29.8988529,-91.0524649,0.014101164483260552 +Avoyelles LA,Democrat,6077,17032,31.088503,-91.9832748,0.35679896665100985 +Avoyelles LA,Republican,10670,17032,31.088503,-91.9832748,0.6264678252700798 +Avoyelles LA,Other,285,17032,31.088503,-91.9832748,0.016733208078910287 +Beauregard LA,Democrat,2828,14225,30.6450184,-93.3402526,0.19880492091388402 +Beauregard LA,Republican,11112,14225,30.6450184,-93.3402526,0.7811599297012303 +Beauregard LA,Other,285,14225,30.6450184,-93.3402526,0.020035149384885764 +Bienville LA,Democrat,3490,7203,32.3409517,-93.0411511,0.484520338747744 +Bienville LA,Republican,3641,7203,32.3409517,-93.0411511,0.5054838261835346 +Bienville LA,Other,72,7203,32.3409517,-93.0411511,0.009995835068721367 +Bossier LA,Democrat,12956,48562,32.6984813,-93.6265609,0.2667929656933405 +Bossier LA,Republican,34988,48562,32.6984813,-93.6265609,0.7204810345537663 +Bossier LA,Other,618,48562,32.6984813,-93.6265609,0.012725999752893208 +Caddo LA,Democrat,58042,111765,32.5771951,-93.8824228,0.519321791258444 +Caddo LA,Republican,52459,111765,32.5771951,-93.8824228,0.46936876481903994 +Caddo LA,Other,1264,111765,32.5771951,-93.8824228,0.011309443922515993 +Calcasieu LA,Democrat,28359,81726,30.2295588,-93.3580154,0.3470009544086337 +Calcasieu LA,Republican,51850,81726,30.2295588,-93.3580154,0.6344370212661821 +Calcasieu LA,Other,1517,81726,30.2295588,-93.3580154,0.01856202432518415 +Caldwell LA,Democrat,1016,4716,32.1012195,-92.1142311,0.2154368108566582 +Caldwell LA,Republican,3640,4716,32.1012195,-92.1142311,0.7718405428329093 +Caldwell LA,Other,60,4716,32.1012195,-92.1142311,0.01272264631043257 +Cameron LA,Democrat,408,3744,29.871812,-93.1649478,0.10897435897435898 +Cameron LA,Republican,3260,3744,29.871812,-93.1649478,0.8707264957264957 +Cameron LA,Other,76,3744,29.871812,-93.1649478,0.0202991452991453 +Catahoula LA,Democrat,1408,4193,31.666517,-91.846703,0.33579775816837587 +Catahoula LA,Republican,2744,4193,31.666517,-91.846703,0.654424040066778 +Catahoula LA,Other,41,4193,31.666517,-91.846703,0.009778201764846173 +Claiborne LA,Democrat,3014,6732,32.8271597,-92.9897278,0.4477124183006536 +Claiborne LA,Republican,3649,6732,32.8271597,-92.9897278,0.542038027332145 +Claiborne LA,Other,69,6732,32.8271597,-92.9897278,0.010249554367201427 +Concordia LA,Democrat,3833,9380,31.4698053,-91.626315,0.40863539445629 +Concordia LA,Republican,5450,9380,31.4698053,-91.626315,0.5810234541577826 +Concordia LA,Other,97,9380,31.4698053,-91.626315,0.010341151385927505 +Evangeline LA,Democrat,5330,15770,30.7206932,-92.4040858,0.3379835129993659 +Evangeline LA,Republican,10181,15770,30.7206932,-92.4040858,0.6455928979074191 +Evangeline LA,Other,259,15770,30.7206932,-92.4040858,0.016423589093214966 +Franklin LA,Democrat,2921,9336,32.1390764,-91.6723711,0.31287489288774634 +Franklin LA,Republican,6294,9336,32.1390764,-91.6723711,0.6741645244215938 +Franklin LA,Other,121,9336,32.1390764,-91.6723711,0.012960582690659812 +Grant LA,Democrat,1422,8667,31.5977873,-92.5617156,0.1640706126687435 +Grant LA,Republican,7082,8667,31.5977873,-92.5617156,0.8171224183685243 +Grant LA,Other,163,8667,31.5977873,-92.5617156,0.018806968962732203 +Iberia LA,Democrat,12132,33397,30.0071265,-91.9767838,0.3632661616312842 +Iberia LA,Republican,20892,33397,30.0071265,-91.9767838,0.6255651705242986 +Iberia LA,Other,373,33397,30.0071265,-91.9767838,0.011168667844417163 +Iberville LA,Democrat,9548,17014,30.2706285,-91.3658481,0.561184906547549 +Iberville LA,Republican,7271,17014,30.2706285,-91.3658481,0.4273539438109792 +Iberville LA,Other,195,17014,30.2706285,-91.3658481,0.011461149641471729 +Jackson LA,Democrat,2305,7529,32.3042901,-92.5616997,0.306149555053792 +Jackson LA,Republican,5132,7529,32.3042901,-92.5616997,0.6816310266967724 +Jackson LA,Other,92,7529,32.3042901,-92.5616997,0.012219418249435517 +Jefferson LA,Democrat,70384,176343,29.522281,-90.081001,0.3991312385521399 +Jefferson LA,Republican,102536,176343,29.522281,-90.081001,0.5814577272701497 +Jefferson LA,Other,3423,176343,29.522281,-90.081001,0.019411034177710486 +Lafayette LA,Democrat,31768,98642,30.2065065,-92.06417,0.3220534863445591 +Lafayette LA,Republican,64992,98642,30.2065065,-92.06417,0.6588674195575921 +Lafayette LA,Other,1882,98642,30.2065065,-92.06417,0.019079094097848786 +Lafourche LA,Democrat,9623,39075,29.4919925,-90.394849,0.24626999360204735 +Lafourche LA,Republican,28592,39075,29.4919925,-90.394849,0.7317210492642354 +Lafourche LA,Other,860,39075,29.4919925,-90.394849,0.02200895713371721 +Lincoln LA,Democrat,7956,18993,32.6018231,-92.6623026,0.4188911704312115 +Lincoln LA,Republican,10739,18993,32.6018231,-92.6623026,0.5654188385194545 +Lincoln LA,Other,298,18993,32.6018231,-92.6623026,0.015689991049333964 +Livingston LA,Democrat,7451,54062,30.4404194,-90.7274738,0.1378232399837224 +Livingston LA,Republican,45513,54062,30.4404194,-90.7274738,0.8418667455883985 +Livingston LA,Other,1098,54062,30.4404194,-90.7274738,0.0203100144278791 +Madison LA,Democrat,3154,5187,32.3468782,-91.2319321,0.608058608058608 +Madison LA,Republican,2000,5187,32.3468782,-91.2319321,0.385579332947754 +Madison LA,Other,33,5187,32.3468782,-91.2319321,0.006362058993637941 +Morehouse LA,Democrat,5888,12614,32.8200082,-91.8003988,0.4667829395909307 +Morehouse LA,Republican,6591,12614,32.8200082,-91.8003988,0.522514666243856 +Morehouse LA,Other,135,12614,32.8200082,-91.8003988,0.010702394165213255 +Natchitoches LA,Democrat,7942,17258,31.7325509,-93.0826114,0.4601923745509329 +Natchitoches LA,Republican,9077,17258,31.7325509,-93.0826114,0.5259589755475721 +Natchitoches LA,Other,239,17258,31.7325509,-93.0826114,0.01384864990149496 +Orleans LA,Democrat,126722,157813,30.0534195,-89.9345018,0.8029883469676136 +Orleans LA,Republican,28003,157813,30.0534195,-89.9345018,0.1774441902758328 +Orleans LA,Other,3088,157813,30.0534195,-89.9345018,0.019567462756553643 +Ouachita LA,Democrat,26645,68474,32.480932,-92.1515814,0.38912579957356075 +Ouachita LA,Republican,40948,68474,32.480932,-92.1515814,0.5980080030376493 +Ouachita LA,Other,881,68474,32.480932,-92.1515814,0.012866197388789906 +Plaquemines LA,Democrat,3599,10239,29.282447,-89.5760676,0.35149916984080476 +Plaquemines LA,Republican,6471,10239,29.282447,-89.5760676,0.6319953120421916 +Plaquemines LA,Other,169,10239,29.282447,-89.5760676,0.016505518117003612 +Rapides LA,Democrat,20045,58019,31.1932037,-92.5359531,0.34549027042865266 +Rapides LA,Republican,37193,58019,31.1932037,-92.5359531,0.641048622003137 +Rapides LA,Other,781,58019,31.1932037,-92.5359531,0.013461107568210414 +Richland LA,Democrat,3387,9329,32.413158,-91.7483534,0.36306142137420944 +Richland LA,Republican,5846,9329,32.413158,-91.7483534,0.6266480866116411 +Richland LA,Other,96,9329,32.413158,-91.7483534,0.010290492014149426 +Sabine LA,Democrat,2194,10053,31.5604024,-93.5595793,0.21824331045459067 +Sabine LA,Republican,7738,10053,31.5604024,-93.5595793,0.7697204814483238 +Sabine LA,Other,121,10053,31.5604024,-93.5595793,0.012036208097085447 +Tangipahoa LA,Democrat,17722,50099,30.6215313,-90.4066303,0.3537395956007106 +Tangipahoa LA,Republican,31590,50099,30.6215313,-90.4066303,0.6305515080141321 +Tangipahoa LA,Other,787,50099,30.6215313,-90.4066303,0.01570889638515739 +Tensas LA,Democrat,1564,2812,32.0014894,-91.342576,0.5561877667140825 +Tensas LA,Republican,1230,2812,32.0014894,-91.342576,0.43741109530583216 +Tensas LA,Other,18,2812,32.0014894,-91.342576,0.006401137980085348 +Terrebonne LA,Democrat,12074,42341,29.3341299,-90.8436739,0.2851609551026192 +Terrebonne LA,Republican,29503,42341,29.3341299,-90.8436739,0.6967950686096219 +Terrebonne LA,Other,764,42341,29.3341299,-90.8436739,0.01804397628775891 +Union LA,Democrat,3075,10766,32.8293486,-92.3756501,0.28562140070592607 +Union LA,Republican,7561,10766,32.8293486,-92.3756501,0.7023035482073193 +Union LA,Other,130,10766,32.8293486,-92.3756501,0.012075051086754598 +Vermilion LA,Democrat,5720,24987,29.7897222,-92.2915678,0.22891903789970786 +Vermilion LA,Republican,18910,24987,29.7897222,-92.2915678,0.7567935326369712 +Vermilion LA,Other,357,24987,29.7897222,-92.2915678,0.014287429463320928 +Vernon LA,Democrat,3173,15610,31.1105625,-93.1815202,0.20326713645099295 +Vernon LA,Republican,12150,15610,31.1105625,-93.1815202,0.7783472133247918 +Vernon LA,Other,287,15610,31.1105625,-93.1815202,0.018385650224215247 +Washington LA,Democrat,6466,18581,30.8521435,-90.0462534,0.3479898821376675 +Washington LA,Republican,11798,18581,30.8521435,-90.0462534,0.6349496797804208 +Washington LA,Other,317,18581,30.8521435,-90.0462534,0.01706043808191163 +Webster LA,Democrat,6802,18416,32.7321522,-93.3398245,0.3693527367506516 +Webster LA,Republican,11400,18416,32.7321522,-93.3398245,0.6190269331016507 +Webster LA,Other,214,18416,32.7321522,-93.3398245,0.011620330147697654 +Winn LA,Democrat,1919,6534,31.9411871,-92.6412694,0.29369452096724824 +Winn LA,Republican,4541,6534,31.9411871,-92.6412694,0.6949801040710132 +Winn LA,Other,74,6534,31.9411871,-92.6412694,0.011325374961738598 +Androscoggin ME,Democrat,28989,52862,44.1676811,-70.2074347,0.5483901479323522 +Androscoggin ME,Republican,22232,52862,44.1676811,-70.2074347,0.4205667587302788 +Androscoggin ME,Other,1641,52862,44.1676811,-70.2074347,0.031043093337368998 +Aroostook ME,Democrat,17777,33860,46.7091929,-68.6124095,0.5250147666863556 +Aroostook ME,Republican,15196,33860,46.7091929,-68.6124095,0.44878913171884227 +Aroostook ME,Other,887,33860,46.7091929,-68.6124095,0.026196101594802127 +Cumberland ME,Democrat,101950,163786,43.8083479,-70.3303753,0.6224585739928932 +Cumberland ME,Republican,57821,163786,43.8083479,-70.3303753,0.3530277313079262 +Cumberland ME,Other,4015,163786,43.8083479,-70.3303753,0.02451369469918064 +Franklin ME,Democrat,9367,16282,44.9767238,-70.4149354,0.5752978749539369 +Franklin ME,Republican,6369,16282,44.9767238,-70.4149354,0.3911681611595627 +Franklin ME,Other,546,16282,44.9767238,-70.4149354,0.03353396388650043 +Hancock ME,Democrat,17569,30799,44.5649063,-68.3707034,0.5704405987207377 +Hancock ME,Republican,12324,30799,44.5649063,-68.3707034,0.40014286178122666 +Hancock ME,Other,906,30799,44.5649063,-68.3707034,0.02941653949803565 +Kennebec ME,Democrat,35068,63497,44.4170119,-69.7657639,0.5522780603808054 +Kennebec ME,Republican,26519,63497,44.4170119,-69.7657639,0.41764177835173316 +Kennebec ME,Other,1910,63497,44.4170119,-69.7657639,0.030080161267461453 +Knox ME,Democrat,13223,22067,44.0420446,-69.0385145,0.5992205555807314 +Knox ME,Republican,8248,22067,44.0420446,-69.0385145,0.37377078896089183 +Knox ME,Other,596,22067,44.0420446,-69.0385145,0.027008655458376763 +Lincoln ME,Democrat,11315,20757,43.9947814,-69.5136244,0.5451173098231922 +Lincoln ME,Republican,8899,20757,43.9947814,-69.5136244,0.4287228404875464 +Lincoln ME,Other,543,20757,43.9947814,-69.5136244,0.026159849689261452 +Oxford ME,Democrat,16330,29420,44.4944998,-70.7344211,0.5550645819170632 +Oxford ME,Republican,11996,29420,44.4944998,-70.7344211,0.4077498300475867 +Oxford ME,Other,1094,29420,44.4944998,-70.7344211,0.0371855880353501 +Penobscot ME,Democrat,38811,77306,45.4092843,-68.666616,0.5020438258349934 +Penobscot ME,Republican,36547,77306,45.4092843,-68.666616,0.47275761260445504 +Penobscot ME,Other,1948,77306,45.4092843,-68.666616,0.025198561560551575 +Piscataquis ME,Democrat,4149,8955,45.9156393,-69.1022311,0.46331658291457284 +Piscataquis ME,Republican,4530,8955,45.9156393,-69.1022311,0.5058626465661642 +Piscataquis ME,Other,276,8955,45.9156393,-69.1022311,0.03082077051926298 +Sagadahoc ME,Democrat,11821,20794,43.9168446,-69.844227,0.5684812926805809 +Sagadahoc ME,Republican,8429,20794,43.9168446,-69.844227,0.40535731460998364 +Sagadahoc ME,Other,544,20794,43.9168446,-69.844227,0.026161392709435415 +Somerset ME,Democrat,12216,24787,45.5036458,-69.9561096,0.4928389881792875 +Somerset ME,Republican,11800,24787,45.5036458,-69.9561096,0.47605599709525154 +Somerset ME,Other,771,24787,45.5036458,-69.9561096,0.031105014725460928 +Waldo ME,Democrat,11296,21061,44.5058342,-69.1389521,0.5363468021461469 +Waldo ME,Republican,9058,21061,44.5058342,-69.1389521,0.4300840415934666 +Waldo ME,Other,707,21061,44.5058342,-69.1389521,0.03356915626038649 +Washington ME,Democrat,7803,15836,44.9670088,-67.6093542,0.4927380651679717 +Washington ME,Republican,7550,15836,44.9670088,-67.6093542,0.4767618085375095 +Washington ME,Other,483,15836,44.9670088,-67.6093542,0.030500126294518818 +York ME,Democrat,61551,108057,43.4260188,-70.6684248,0.5696160359810101 +York ME,Republican,43900,108057,43.4260188,-70.6684248,0.40626706275391694 +York ME,Other,2606,108057,43.4260188,-70.6684248,0.024116901265073064 +Allegany MD,Democrat,9805,29850,39.6123134,-78.7031037,0.32847571189279734 +Allegany MD,Republican,19230,29850,39.6123134,-78.7031037,0.6442211055276382 +Allegany MD,Other,815,29850,39.6123134,-78.7031037,0.02730318257956449 +Baltimore MD,Democrat,220322,384782,39.3000324,-76.6104761,0.5725891543783234 +Baltimore MD,Democrat,220322,384782,39.4431666,-76.6165693,0.5725891543783234 +Baltimore MD,Republican,154908,384782,39.3000324,-76.6104761,0.40258639957170556 +Baltimore MD,Republican,154908,384782,39.4431666,-76.6165693,0.40258639957170556 +Baltimore MD,Other,9552,384782,39.3000324,-76.6104761,0.024824446049971152 +Baltimore MD,Other,9552,384782,39.4431666,-76.6165693,0.024824446049971152 +Calvert MD,Democrat,20529,45518,38.5227191,-76.5297621,0.451008392284371 +Calvert MD,Republican,23952,45518,38.5227191,-76.5297621,0.5262094116613208 +Calvert MD,Other,1037,45518,38.5227191,-76.5297621,0.022782196054308188 +Caroline MD,Democrat,4970,13357,38.8715306,-75.831662,0.37208954106461034 +Caroline MD,Republican,8098,13357,38.8715306,-75.831662,0.6062738638915924 +Caroline MD,Other,289,13357,38.8715306,-75.831662,0.02163659504379726 +Carroll MD,Democrat,27939,87536,39.5633308,-77.0153276,0.31917154085176386 +Carroll MD,Republican,56761,87536,39.5633308,-77.0153276,0.6484303600804241 +Carroll MD,Other,2836,87536,39.5633308,-77.0153276,0.0323980990678121 +Cecil MD,Democrat,16557,42480,39.5623537,-75.9415852,0.38975988700564973 +Cecil MD,Republican,24806,42480,39.5623537,-75.9415852,0.5839453860640301 +Cecil MD,Other,1117,42480,39.5623537,-75.9415852,0.02629472693032015 +Charles MD,Democrat,48774,75222,38.4728532,-77.0154272,0.6484007338278696 +Charles MD,Republican,25178,75222,38.4728532,-77.0154272,0.3347159075802292 +Charles MD,Other,1270,75222,38.4728532,-77.0154272,0.016883358591901307 +Dorchester MD,Democrat,7257,15444,38.4291957,-76.0474333,0.4698912198912199 +Dorchester MD,Republican,7976,15444,38.4291957,-76.0474333,0.5164465164465164 +Dorchester MD,Other,211,15444,38.4291957,-76.0474333,0.013662263662263661 +Frederick MD,Democrat,55146,117115,39.4702139,-77.3976277,0.4708705118900226 +Frederick MD,Republican,58798,117115,39.4702139,-77.3976277,0.5020535371216326 +Frederick MD,Other,3171,117115,39.4702139,-77.3976277,0.02707595098834479 +Garrett MD,Democrat,3124,13157,39.5472985,-79.2746192,0.23744014592992324 +Garrett MD,Republican,9743,13157,39.5472985,-79.2746192,0.7405183552481569 +Garrett MD,Other,290,13157,39.5472985,-79.2746192,0.02204149882191989 +Harford MD,Democrat,49729,125954,39.5374292,-76.2997894,0.3948187433507471 +Harford MD,Republican,72911,125954,39.5374292,-76.2997894,0.5788700636740397 +Harford MD,Other,3314,125954,39.5374292,-76.2997894,0.026311192975213175 +Howard MD,Democrat,91393,153108,39.2522639,-76.9244057,0.5969185150351386 +Howard MD,Republican,57758,153108,39.2522639,-76.9244057,0.3772369830446482 +Howard MD,Other,3957,153108,39.2522639,-76.9244057,0.025844501920213182 +Kent MD,Democrat,4842,9904,39.2412793,-76.1259867,0.4888933764135703 +Kent MD,Republican,4870,9904,39.2412793,-76.1259867,0.4917205169628433 +Kent MD,Other,192,9904,39.2412793,-76.1259867,0.01938610662358643 +Montgomery MD,Democrat,323400,455992,39.1373815,-77.2030633,0.7092229688240145 +Montgomery MD,Republican,123353,455992,39.1373815,-77.2030633,0.2705157108019439 +Montgomery MD,Other,9239,455992,39.1373815,-77.2030633,0.02026132037404165 +Somerset MD,Democrat,5240,10399,38.0744501,-75.8533228,0.5038946052505049 +Somerset MD,Republican,5042,10399,38.0744501,-75.8533228,0.4848543129147033 +Somerset MD,Other,117,10399,38.0744501,-75.8533228,0.011251081834791806 +Talbot MD,Democrat,8808,20459,38.7483486,-76.1784757,0.4305195757368395 +Talbot MD,Republican,11339,20459,38.7483486,-76.1784757,0.5542304120435994 +Talbot MD,Other,312,20459,38.7483486,-76.1784757,0.015250012219561073 +Washington MD,Democrat,25042,62755,39.6036207,-77.8146709,0.3990439008843917 +Washington MD,Republican,36074,62755,39.6036207,-77.8146709,0.5748386582742411 +Washington MD,Other,1639,62755,39.6036207,-77.8146709,0.02611744084136722 +Wicomico MD,Democrat,19635,42259,38.3673699,-75.6320828,0.46463475236044394 +Wicomico MD,Republican,21764,42259,38.3673699,-75.6320828,0.5150145531129463 +Wicomico MD,Other,860,42259,38.3673699,-75.6320828,0.020350694526609717 +Worcester MD,Democrat,11014,27420,38.2221332,-75.3099315,0.40167760758570387 +Worcester MD,Republican,15951,27420,38.2221332,-75.3099315,0.5817286652078775 +Worcester MD,Other,455,27420,38.2221332,-75.3099315,0.016593727206418673 +Barnstable MA,Democrat,70822,133115,41.7990145,-70.2118803,0.5320362092927168 +Barnstable MA,Republican,60446,133115,41.7990145,-70.2118803,0.45408857003342973 +Barnstable MA,Other,1847,133115,41.7990145,-70.2118803,0.013875220673853435 +Berkshire MA,Democrat,48843,64486,42.371493,-73.2179276,0.7574202152405173 +Berkshire MA,Republican,14252,64486,42.371493,-73.2179276,0.2210092113016779 +Berkshire MA,Other,1391,64486,42.371493,-73.2179276,0.021570573457804793 +Bristol MA,Democrat,142962,241509,41.748588,-71.088894,0.5919530949157175 +Bristol MA,Republican,93752,241509,41.748588,-71.088894,0.3881925725335288 +Bristol MA,Other,4795,241509,41.748588,-71.088894,0.019854332550753803 +Dukes MA,Democrat,7978,10968,41.3809696,-70.7014995,0.7273887673231219 +Dukes MA,Republican,2792,10968,41.3809696,-70.7014995,0.25455871626549964 +Dukes MA,Other,198,10968,41.3809696,-70.7014995,0.018052516411378557 +Essex MA,Democrat,210302,366357,42.6427082,-70.8649085,0.5740357083391336 +Essex MA,Republican,150480,366357,42.6427082,-70.8649085,0.41074689442265333 +Essex MA,Other,5575,366357,42.6427082,-70.8649085,0.015217397238213 +Franklin MA,Democrat,27072,37758,42.5845038,-72.5917921,0.7169871285555379 +Franklin MA,Republican,9344,37758,42.5845038,-72.5917921,0.2474707346787436 +Franklin MA,Other,1342,37758,42.5845038,-72.5917921,0.035542136765718525 +Hampden MA,Democrat,123619,200399,42.1361975,-72.6356476,0.616864355610557 +Hampden MA,Republican,73392,200399,42.1361975,-72.6356476,0.3662293724020579 +Hampden MA,Other,3388,200399,42.1361975,-72.6356476,0.016906271987385167 +Hampshire MA,Democrat,57359,81621,42.3394593,-72.6636936,0.7027480672866052 +Hampshire MA,Republican,21480,81621,42.3394593,-72.6636936,0.26316756717021356 +Hampshire MA,Other,2782,81621,42.3394593,-72.6636936,0.03408436554318129 +Middlesex MA,Democrat,471804,754170,42.4817182,-71.3949161,0.6255936990333745 +Middlesex MA,Republican,267321,754170,42.4817182,-71.3949161,0.3544572178686503 +Middlesex MA,Other,15045,754170,42.4817182,-71.3949161,0.01994908309797526 +Nantucket MA,Democrat,3830,6120,41.3058778,-70.1419099,0.6258169934640523 +Nantucket MA,Republican,2187,6120,41.3058778,-70.1419099,0.3573529411764706 +Nantucket MA,Other,103,6120,41.3058778,-70.1419099,0.016830065359477123 +Norfolk MA,Democrat,202714,356523,42.1717393,-71.1811115,0.5685860379274268 +Norfolk MA,Republican,148393,356523,42.1717393,-71.1811115,0.4162227962852327 +Norfolk MA,Other,5416,356523,42.1717393,-71.1811115,0.015191165787340508 +Plymouth MA,Democrat,131845,256531,41.9871959,-70.7419417,0.5139534793065945 +Plymouth MA,Republican,121086,256531,41.9871959,-70.7419417,0.47201312901754566 +Plymouth MA,Other,3600,256531,41.9871959,-70.7419417,0.014033391675859838 +Suffolk MA,Democrat,223896,289098,42.3385513,-71.018253,0.7744640225805782 +Suffolk MA,Republican,59999,289098,42.3385513,-71.018253,0.2075386201218964 +Suffolk MA,Other,5203,289098,42.3385513,-71.018253,0.017997357297525406 +Worcester MA,Democrat,198244,369112,42.3116934,-71.940282,0.5370835952231301 +Worcester MA,Republican,163390,369112,42.3116934,-71.940282,0.44265697132577647 +Worcester MA,Other,7478,369112,42.3116934,-71.940282,0.020259433451093434 +Alcona MI,Democrat,2472,6104,44.6825347,-82.8340784,0.40498034076015726 +Alcona MI,Republican,3571,6104,44.6825347,-82.8340784,0.5850262123197904 +Alcona MI,Other,61,6104,44.6825347,-82.8340784,0.009993446920052424 +Alger MI,Democrat,2212,4618,47.0800765,-86.5641076,0.47899523603291466 +Alger MI,Republican,2330,4618,47.0800765,-86.5641076,0.5045474231268947 +Alger MI,Other,76,4618,47.0800765,-86.5641076,0.01645734084019056 +Allegan MI,Democrat,20806,52619,42.5957875,-86.6347446,0.39540850263212907 +Allegan MI,Republican,31123,52619,42.5957875,-86.6347446,0.5914783633288356 +Allegan MI,Other,690,52619,42.5957875,-86.6347446,0.013113134039035329 +Alpena MI,Democrat,6549,14014,44.894954,-83.4265739,0.46731839588982443 +Alpena MI,Republican,7298,14014,44.894954,-83.4265739,0.520764949336378 +Alpena MI,Other,167,14014,44.894954,-83.4265739,0.01191665477379763 +Antrim MI,Democrat,5107,13195,45.0054553,-85.175639,0.3870405456612353 +Antrim MI,Republican,7917,13195,45.0054553,-85.175639,0.6 +Antrim MI,Other,171,13195,45.0054553,-85.175639,0.012959454338764683 +Arenac MI,Democrat,3669,7841,44.0368327,-83.7406755,0.46792500956510646 +Arenac MI,Republican,4057,7841,44.0368327,-83.7406755,0.5174084938145644 +Arenac MI,Other,115,7841,44.0368327,-83.7406755,0.01466649662032904 +Baraga MI,Democrat,1574,3490,46.6958592,-88.3618101,0.4510028653295129 +Baraga MI,Republican,1866,3490,46.6958592,-88.3618101,0.5346704871060172 +Baraga MI,Other,50,3490,46.6958592,-88.3618101,0.014326647564469915 +Barry MI,Democrat,11491,28512,42.5828109,-85.3145503,0.4030232884399551 +Barry MI,Republican,16655,28512,42.5828109,-85.3145503,0.5841400112233446 +Barry MI,Other,366,28512,42.5828109,-85.3145503,0.012836700336700337 +Bay MI,Democrat,27877,53381,43.6997112,-83.9787007,0.5222270096101609 +Bay MI,Republican,24911,53381,43.6997112,-83.9787007,0.4666641688990465 +Bay MI,Other,593,53381,43.6997112,-83.9787007,0.011108821490792604 +Benzie MI,Democrat,4685,9901,44.6486211,-86.4943263,0.4731845268154732 +Benzie MI,Republican,5075,9901,44.6486211,-86.4943263,0.5125744874255126 +Benzie MI,Other,141,9901,44.6486211,-86.4943263,0.014240985759014241 +Berrien MI,Democrat,33465,72497,41.7913818,-86.7425435,0.46160530780584025 +Berrien MI,Republican,38209,72497,41.7913818,-86.7425435,0.5270424983102749 +Berrien MI,Other,823,72497,41.7913818,-86.7425435,0.01135219388388485 +Branch MI,Democrat,6913,17147,41.9184551,-85.0668852,0.4031609027818277 +Branch MI,Republican,10035,17147,41.9184551,-85.0668852,0.585233568554266 +Branch MI,Other,199,17147,41.9184551,-85.0668852,0.011605528663906222 +Calhoun MI,Democrat,29267,58327,42.2429896,-85.0123853,0.5017744783719376 +Calhoun MI,Republican,28333,58327,42.2429896,-85.0123853,0.4857613112280762 +Calhoun MI,Other,727,58327,42.2429896,-85.0123853,0.012464210399986284 +Cass MI,Democrat,9591,22490,41.9172431,-86.000142,0.4264562027567808 +Cass MI,Republican,12659,22490,41.9172431,-86.000142,0.5628723877278791 +Cass MI,Other,240,22490,41.9172431,-86.000142,0.01067140951534015 +Charlevoix MI,Democrat,5939,14090,45.5131638,-85.450392,0.42150461320085164 +Charlevoix MI,Republican,8000,14090,45.5131638,-85.450392,0.5677785663591199 +Charlevoix MI,Other,151,14090,45.5131638,-85.450392,0.010716820440028389 +Cheboygan MI,Democrat,5831,13311,45.4760217,-84.4954307,0.438058748403576 +Cheboygan MI,Republican,7286,13311,45.4760217,-84.4954307,0.547366839456089 +Cheboygan MI,Other,194,13311,45.4760217,-84.4954307,0.014574412140335061 +Chippewa MI,Democrat,7100,15564,46.3218192,-84.5206297,0.45618093035209456 +Chippewa MI,Republican,8278,15564,46.3218192,-84.5206297,0.5318684142893858 +Chippewa MI,Other,186,15564,46.3218192,-84.5206297,0.011950655358519661 +Clare MI,Democrat,6338,13504,43.9911368,-84.8383253,0.4693424170616114 +Clare MI,Republican,6988,13504,43.9911368,-84.8383253,0.5174763033175356 +Clare MI,Other,178,13504,43.9911368,-84.8383253,0.013181279620853081 +Clinton MI,Democrat,18191,39235,42.950455,-84.5916949,0.46364215623805277 +Clinton MI,Republican,20650,39235,42.950455,-84.5916949,0.5263157894736842 +Clinton MI,Other,394,39235,42.950455,-84.5916949,0.01004205428826303 +Crawford MI,Democrat,2994,6814,44.6801748,-84.6113432,0.4393894922218961 +Crawford MI,Republican,3744,6814,44.6801748,-84.6113432,0.5494570002935134 +Crawford MI,Other,76,6814,44.6801748,-84.6113432,0.011153507484590548 +Delta MI,Democrat,8330,18050,45.8052288,-86.9019375,0.4614958448753463 +Delta MI,Republican,9534,18050,45.8052288,-86.9019375,0.5281994459833795 +Delta MI,Other,186,18050,45.8052288,-86.9019375,0.010304709141274238 +Dickinson MI,Democrat,4952,12810,46.0128246,-87.8661227,0.3865729898516784 +Dickinson MI,Republican,7688,12810,46.0128246,-87.8661227,0.6001561280249805 +Dickinson MI,Other,170,12810,46.0128246,-87.8661227,0.01327088212334114 +Eaton MI,Democrat,27913,54788,42.5895301,-84.8464499,0.5094728772723954 +Eaton MI,Republican,26197,54788,42.5895301,-84.8464499,0.4781521501058626 +Eaton MI,Other,678,54788,42.5895301,-84.8464499,0.012374972621741987 +Emmet MI,Democrat,7225,17709,45.5900944,-84.9868217,0.4079846405782371 +Emmet MI,Republican,10253,17709,45.5900944,-84.9868217,0.5789711446157321 +Emmet MI,Other,231,17709,45.5900944,-84.9868217,0.013044214806030833 +Genesee MI,Democrat,128978,202933,43.0210768,-83.7063718,0.6355693751139538 +Genesee MI,Republican,71808,202933,43.0210768,-83.7063718,0.3538507783357069 +Genesee MI,Other,2147,202933,43.0210768,-83.7063718,0.010579846550339275 +Gladwin MI,Democrat,5760,12583,43.9897504,-84.3898162,0.4577604704760391 +Gladwin MI,Republican,6661,12583,43.9897504,-84.3898162,0.5293650162918223 +Gladwin MI,Other,162,12583,43.9897504,-84.3898162,0.012874513232138599 +Gogebic MI,Democrat,4058,7576,46.461513,-89.806863,0.5356388595564942 +Gogebic MI,Republican,3444,7576,46.461513,-89.806863,0.4545934530095037 +Gogebic MI,Other,74,7576,46.461513,-89.806863,0.009767687434002113 +Gratiot MI,Democrat,7610,16035,43.2923259,-84.60469,0.47458684128468975 +Gratiot MI,Republican,8241,16035,43.2923259,-84.60469,0.5139382600561272 +Gratiot MI,Other,184,16035,43.2923259,-84.60469,0.011474898659183037 +Hillsdale MI,Democrat,7106,19100,41.9274606,-84.6374794,0.37204188481675393 +Hillsdale MI,Republican,11727,19100,41.9274606,-84.6374794,0.6139790575916231 +Hillsdale MI,Other,267,19100,41.9274606,-84.6374794,0.013979057591623037 +Houghton MI,Democrat,6801,15282,46.998427,-88.6519034,0.44503337259521003 +Houghton MI,Republican,8196,15282,46.998427,-88.6519034,0.536317235963879 +Houghton MI,Other,285,15282,46.998427,-88.6519034,0.018649391440910875 +Huron MI,Democrat,6518,15484,43.907616,-82.8570449,0.4209506587445105 +Huron MI,Republican,8806,15484,43.907616,-82.8570449,0.5687160940325497 +Huron MI,Other,160,15484,43.907616,-82.8570449,0.01033324722293981 +Ingham MI,Democrat,80847,127910,42.6035338,-84.3738107,0.6320616058165898 +Ingham MI,Republican,45306,127910,42.6035338,-84.3738107,0.3542021734031741 +Ingham MI,Other,1757,127910,42.6035338,-84.3738107,0.013736220780236104 +Ionia MI,Democrat,11018,25761,42.9446503,-85.073766,0.4277007880128877 +Ionia MI,Republican,14315,25761,42.9446503,-85.073766,0.555684950118396 +Ionia MI,Other,428,25761,42.9446503,-85.073766,0.016614261868716278 +Iosco MI,Democrat,6242,13344,44.3294821,-82.8494444,0.4677757793764988 +Iosco MI,Republican,6909,13344,44.3294821,-82.8494444,0.5177607913669064 +Iosco MI,Other,193,13344,44.3294821,-82.8494444,0.014463429256594725 +Iron MI,Democrat,2687,5988,46.1702542,-88.5405261,0.4487307949231797 +Iron MI,Republican,3224,5988,46.1702542,-88.5405261,0.5384101536406145 +Iron MI,Other,77,5988,46.1702542,-88.5405261,0.012859051436205745 +Isabella MI,Democrat,13038,24119,43.6452331,-84.8394245,0.5405696753596749 +Isabella MI,Republican,10800,24119,43.6452331,-84.8394245,0.44777975869646336 +Isabella MI,Other,281,24119,43.6452331,-84.8394245,0.011650565943861687 +Jackson MI,Democrat,32301,69446,42.2484738,-84.4208679,0.4651239812228206 +Jackson MI,Republican,36298,69446,42.2484738,-84.4208679,0.5226794919793797 +Jackson MI,Other,847,69446,42.2484738,-84.4208679,0.01219652679779973 +Kalamazoo MI,Democrat,69051,123178,42.2462657,-85.5328544,0.5605789994966633 +Kalamazoo MI,Republican,52662,123178,42.2462657,-85.5328544,0.4275276429232493 +Kalamazoo MI,Other,1465,123178,42.2462657,-85.5328544,0.011893357580087353 +Kalkaska MI,Democrat,3272,8299,44.6788808,-85.0889915,0.3942643692011086 +Kalkaska MI,Republican,4901,8299,44.6788808,-85.0889915,0.5905530786841788 +Kalkaska MI,Other,126,8299,44.6788808,-85.0889915,0.015182552114712616 +Kent MI,Democrat,133408,292985,43.0324971,-85.547446,0.4553407171015581 +Kent MI,Republican,155925,292985,43.0324971,-85.547446,0.5321944809461235 +Kent MI,Other,3652,292985,43.0324971,-85.547446,0.012464801952318378 +Keweenaw MI,Democrat,582,1392,47.6819737,-88.1487965,0.41810344827586204 +Keweenaw MI,Republican,774,1392,47.6819737,-88.1487965,0.5560344827586207 +Keweenaw MI,Other,36,1392,47.6819737,-88.1487965,0.02586206896551724 +Lake MI,Democrat,2752,5287,43.9951867,-85.8113997,0.5205220351806318 +Lake MI,Republican,2487,5287,43.9951867,-85.8113997,0.47039909211272934 +Lake MI,Other,48,5287,43.9951867,-85.8113997,0.009078872706638926 +Lapeer MI,Democrat,18796,43115,43.0886327,-83.2243247,0.435950365302099 +Lapeer MI,Republican,23734,43115,43.0886327,-83.2243247,0.5504812710193668 +Lapeer MI,Other,585,43115,43.0886327,-83.2243247,0.013568363678534152 +Leelanau MI,Democrat,6576,14176,45.1461816,-86.051574,0.463882618510158 +Leelanau MI,Republican,7483,14176,45.1461816,-86.051574,0.5278639954853274 +Leelanau MI,Other,117,14176,45.1461816,-86.051574,0.008253386004514673 +Lenawee MI,Democrat,21776,44724,41.8960225,-84.0743563,0.486897415258027 +Lenawee MI,Republican,22351,44724,41.8960225,-84.0743563,0.49975404704409265 +Lenawee MI,Other,597,44724,41.8960225,-84.0743563,0.013348537697880332 +Livingston MI,Democrat,37216,98337,42.6025316,-83.9117183,0.37845368477785574 +Livingston MI,Republican,60083,98337,42.6025316,-83.9117183,0.6109907766151093 +Livingston MI,Other,1038,98337,42.6025316,-83.9117183,0.010555538607034991 +Luce MI,Democrat,991,2596,46.9406018,-85.5823683,0.3817411402157165 +Luce MI,Republican,1580,2596,46.9406018,-85.5823683,0.6086286594761171 +Luce MI,Other,25,2596,46.9406018,-85.5823683,0.00963020030816641 +Mackinac MI,Democrat,2652,6099,46.1678678,-85.3037625,0.43482538121003445 +Mackinac MI,Republican,3397,6099,46.1678678,-85.3037625,0.5569765535333662 +Mackinac MI,Other,50,6099,46.1678678,-85.3037625,0.008198065256599442 +Macomb MI,Democrat,208016,404086,42.6715526,-82.9114562,0.5147815069069456 +Macomb MI,Republican,191913,404086,42.6715526,-82.9114562,0.47493107902773174 +Macomb MI,Other,4157,404086,42.6715526,-82.9114562,0.010287414065322728 +Manistee MI,Democrat,6473,12402,44.3503855,-86.6029668,0.5219319464602483 +Manistee MI,Republican,5737,12402,44.3503855,-86.6029668,0.46258667956781163 +Manistee MI,Other,192,12402,44.3503855,-86.6029668,0.015481373971940009 +Marquette MI,Democrat,18115,32194,46.6565964,-87.5840278,0.5626824874200161 +Marquette MI,Republican,13606,32194,46.6565964,-87.5840278,0.42262533391315155 +Marquette MI,Other,473,32194,46.6565964,-87.5840278,0.014692178666832329 +Mason MI,Democrat,6856,14604,43.9966363,-86.7508138,0.46946042180224595 +Mason MI,Republican,7580,14604,43.9966363,-86.7508138,0.5190358805806629 +Mason MI,Other,168,14604,43.9966363,-86.7508138,0.011503697617091208 +Mecosta MI,Democrat,7515,16913,43.6352949,-85.3327509,0.4443327617808786 +Mecosta MI,Republican,9176,16913,43.6352949,-85.3327509,0.5425412404659138 +Mecosta MI,Other,222,16913,43.6352949,-85.3327509,0.013125997753207592 +Menominee MI,Democrat,5242,10923,45.5362068,-87.5018115,0.47990478806188774 +Menominee MI,Republican,5564,10923,45.5362068,-87.5018115,0.5093838689004853 +Menominee MI,Other,117,10923,45.5362068,-87.5018115,0.010711343037627026 +Midland MI,Democrat,17450,41754,43.6482031,-84.3794144,0.4179240312305408 +Midland MI,Republican,23919,41754,43.6482031,-84.3794144,0.572855295301049 +Midland MI,Other,385,41754,43.6482031,-84.3794144,0.009220673468410212 +Missaukee MI,Democrat,2274,7027,44.325424,-85.0854708,0.32360893695744986 +Missaukee MI,Republican,4665,7027,44.325424,-85.0854708,0.6638679379536075 +Missaukee MI,Other,88,7027,44.325424,-85.0854708,0.01252312508894265 +Monroe MI,Democrat,36310,72853,41.916097,-83.4871059,0.49840088946234196 +Monroe MI,Republican,35593,72853,41.916097,-83.4871059,0.48855915336362266 +Monroe MI,Other,950,72853,41.916097,-83.4871059,0.013039957174035386 +Montcalm MI,Democrat,11430,25431,43.3127822,-85.1494679,0.4494514568833314 +Montcalm MI,Republican,13621,25431,43.3127822,-85.1494679,0.5356061499744407 +Montcalm MI,Other,380,25431,43.3127822,-85.1494679,0.01494239314222799 +Montmorency MI,Democrat,2049,5051,45.0241337,-84.1301067,0.4056622450999802 +Montmorency MI,Republican,2928,5051,45.0241337,-84.1301067,0.5796871906553158 +Montmorency MI,Other,74,5051,45.0241337,-84.1301067,0.014650564244704019 +Muskegon MI,Democrat,44436,76163,43.2892579,-86.751892,0.5834329004897391 +Muskegon MI,Republican,30884,76163,43.2892579,-86.751892,0.40549873298058114 +Muskegon MI,Other,843,76163,43.2892579,-86.751892,0.011068366529679765 +Newaygo MI,Democrat,8728,21478,43.5627117,-85.7913723,0.40636930812924854 +Newaygo MI,Republican,12457,21478,43.5627117,-85.7913723,0.5799888257752118 +Newaygo MI,Other,293,21478,43.5627117,-85.7913723,0.013641866095539622 +Oakland MI,Democrat,349002,651607,42.6604518,-83.3842103,0.5356019809486393 +Oakland MI,Republican,296514,651607,42.6604518,-83.3842103,0.455050360109698 +Oakland MI,Other,6091,651607,42.6604518,-83.3842103,0.009347658941662689 +Oceana MI,Democrat,5063,11450,43.6472546,-86.8075751,0.4421834061135371 +Oceana MI,Republican,6239,11450,43.6472546,-86.8075751,0.5448908296943231 +Oceana MI,Other,148,11450,43.6472546,-86.8075751,0.012925764192139737 +Ogemaw MI,Democrat,4791,10361,44.3332801,-84.1280728,0.4624071035614323 +Ogemaw MI,Republican,5437,10361,44.3332801,-84.1280728,0.5247562976546666 +Ogemaw MI,Other,133,10361,44.3332801,-84.1280728,0.012836598783901167 +Ontonagon MI,Democrat,1586,3539,47.2166022,-89.5004631,0.44814919468776493 +Ontonagon MI,Republican,1906,3539,47.2166022,-89.5004631,0.5385702175755863 +Ontonagon MI,Other,47,3539,47.2166022,-89.5004631,0.013280587736648771 +Osceola MI,Democrat,3981,10278,43.9975523,-85.3222825,0.38733216579100993 +Osceola MI,Republican,6141,10278,43.9975523,-85.3222825,0.5974897840046701 +Osceola MI,Other,156,10278,43.9975523,-85.3222825,0.015178050204319907 +Oscoda MI,Democrat,1657,4042,44.6872574,-84.1269054,0.4099455714992578 +Oscoda MI,Republican,2308,4042,44.6872574,-84.1269054,0.5710044532409698 +Oscoda MI,Other,77,4042,44.6872574,-84.1269054,0.01904997525977239 +Otsego MI,Democrat,4681,11832,45.0217871,-84.5766031,0.3956220419202164 +Otsego MI,Republican,7011,11832,45.0217871,-84.5766031,0.5925456389452333 +Otsego MI,Other,140,11832,45.0217871,-84.5766031,0.011832319134550372 +Ottawa MI,Democrat,42737,132312,42.9424607,-86.6549462,0.3230016929681359 +Ottawa MI,Republican,88166,132312,42.9424607,-86.6549462,0.6663492351411815 +Ottawa MI,Other,1409,132312,42.9424607,-86.6549462,0.01064907189068263 +Roscommon MI,Democrat,6198,13032,44.3395168,-84.6112715,0.47559852670349906 +Roscommon MI,Republican,6701,13032,44.3395168,-84.6112715,0.5141958256599141 +Roscommon MI,Other,133,13032,44.3395168,-84.6112715,0.010205647636586863 +Saginaw MI,Democrat,54381,98062,43.3282667,-84.05541,0.5545573208786279 +Saginaw MI,Republican,42720,98062,43.3282667,-84.05541,0.4356427566233607 +Saginaw MI,Other,961,98062,43.3282667,-84.05541,0.009799922498011463 +Sanilac MI,Democrat,7212,18369,43.4491547,-82.6428148,0.3926179977135391 +Sanilac MI,Republican,10963,18369,43.4491547,-82.6428148,0.5968207305786923 +Sanilac MI,Other,194,18369,43.4491547,-82.6428148,0.010561271707768523 +Schoolcraft MI,Democrat,1865,4048,46.0211217,-86.197029,0.46072134387351776 +Schoolcraft MI,Republican,2142,4048,46.0211217,-86.197029,0.5291501976284585 +Schoolcraft MI,Other,41,4048,46.0211217,-86.197029,0.010128458498023716 +Shiawassee MI,Democrat,17197,33679,42.9515446,-84.1463518,0.5106149232459396 +Shiawassee MI,Republican,15962,33679,42.9515446,-84.1463518,0.47394518839633004 +Shiawassee MI,Other,520,33679,42.9515446,-84.1463518,0.015439888357730337 +Tuscola MI,Democrat,11425,26003,43.4879024,-83.436618,0.4393723801099873 +Tuscola MI,Republican,14240,26003,43.4879024,-83.436618,0.5476291197169557 +Tuscola MI,Other,338,26003,43.4879024,-83.436618,0.012998500173056956 +Washtenaw MI,Democrat,120890,179592,42.2522168,-83.8434233,0.6731368880573745 +Washtenaw MI,Republican,56412,179592,42.2522168,-83.8434233,0.31411198717092076 +Washtenaw MI,Other,2290,179592,42.2522168,-83.8434233,0.012751124771704753 +Wayne MI,Democrat,595846,815825,42.2846636,-83.2619533,0.7303600649649128 +Wayne MI,Republican,213814,815825,42.2846636,-83.2619533,0.2620831673459382 +Wayne MI,Other,6165,815825,42.2846636,-83.2619533,0.007556767689149021 +Wexford MI,Democrat,6184,14853,44.3313751,-85.5700462,0.41634686595300613 +Wexford MI,Republican,8450,14853,44.3313751,-85.5700462,0.5689086379855921 +Wexford MI,Other,219,14853,44.3313751,-85.5700462,0.014744496061401737 +Aitkin MN,Democrat,4412,9142,46.6024464,-93.41976,0.48260774447604465 +Aitkin MN,Republican,4533,9142,46.6024464,-93.41976,0.4958433603150295 +Aitkin MN,Other,197,9142,46.6024464,-93.41976,0.021548895208925837 +Anoka MN,Democrat,88614,186465,45.2741098,-93.2427232,0.47523127664709197 +Anoka MN,Republican,93430,186465,45.2741098,-93.2427232,0.5010591800069718 +Anoka MN,Other,4421,186465,45.2741098,-93.2427232,0.023709543345936234 +Becker MN,Democrat,6829,16382,46.9376289,-95.7417568,0.416859968257844 +Becker MN,Republican,9204,16382,46.9376289,-95.7417568,0.5618361616408253 +Becker MN,Other,349,16382,46.9376289,-95.7417568,0.021303870101330728 +Beltrami MN,Democrat,11818,22051,47.8795077,-95.00505,0.5359394131785407 +Beltrami MN,Republican,9637,22051,47.8795077,-95.00505,0.4370323341345064 +Beltrami MN,Other,596,22051,47.8795077,-95.00505,0.027028252686952973 +Benton MN,Democrat,8173,19619,45.7012249,-94.0014397,0.4165859625872878 +Benton MN,Republican,10849,19619,45.7012249,-94.0014397,0.5529843519037667 +Benton MN,Other,597,19619,45.7012249,-94.0014397,0.03042968550894541 +Brown MN,Democrat,5630,13929,44.2465415,-94.7336472,0.404192691506928 +Brown MN,Republican,7938,13929,44.2465415,-94.7336472,0.5698901572259315 +Brown MN,Other,361,13929,44.2465415,-94.7336472,0.025917151267140497 +Carlton MN,Democrat,11389,18436,46.6038184,-92.6710435,0.6177587329138642 +Carlton MN,Republican,6586,18436,46.6038184,-92.6710435,0.35723584291603383 +Carlton MN,Other,461,18436,46.6038184,-92.6710435,0.025005424170101976 +Carver MN,Democrat,20745,52899,44.8213196,-93.8000913,0.3921624227301083 +Carver MN,Republican,31155,52899,44.8213196,-93.8000913,0.5889525321839733 +Carver MN,Other,999,52899,44.8213196,-93.8000913,0.01888504508591845 +Cass MN,Democrat,6858,16141,46.9517447,-94.3337048,0.4248807384920389 +Cass MN,Republican,8957,16141,46.9517447,-94.3337048,0.5549222476922124 +Cass MN,Other,326,16141,46.9517447,-94.3337048,0.020197013815748715 +Chippewa MN,Democrat,3083,6201,45.0286254,-95.5641082,0.4971778745363651 +Chippewa MN,Republican,2967,6201,45.0286254,-95.5641082,0.4784712143202709 +Chippewa MN,Other,151,6201,45.0286254,-95.5641082,0.024350911143363973 +Chisago MN,Democrat,12524,29441,45.5054439,-92.9038486,0.42539315919975546 +Chisago MN,Republican,16227,29441,45.5054439,-92.9038486,0.5511701368839373 +Chisago MN,Other,690,29441,45.5054439,-92.9038486,0.02343670391630719 +Clay MN,Democrat,15208,28886,46.8983772,-96.4949007,0.5264834175725265 +Clay MN,Republican,12920,28886,46.8983772,-96.4949007,0.44727549678044726 +Clay MN,Other,758,28886,46.8983772,-96.4949007,0.026241085647026242 +Clearwater MN,Democrat,1753,4197,47.5758729,-95.371117,0.4176792947343341 +Clearwater MN,Republican,2359,4197,47.5758729,-95.371117,0.5620681439123183 +Clearwater MN,Other,85,4197,47.5758729,-95.371117,0.020252561353347628 +Cook MN,Democrat,1993,3322,47.538569,-90.2901889,0.5999397953040337 +Cook MN,Republican,1221,3322,47.538569,-90.2901889,0.3675496688741722 +Cook MN,Other,108,3322,47.538569,-90.2901889,0.0325105358217941 +Cottonwood MN,Democrat,2433,5862,44.0106386,-95.1831523,0.4150460593654043 +Cottonwood MN,Republican,3316,5862,44.0106386,-95.1831523,0.5656772432616854 +Cottonwood MN,Other,113,5862,44.0106386,-95.1831523,0.01927669737291027 +Dakota MN,Democrat,116255,230821,44.670893,-93.0624813,0.5036586792362914 +Dakota MN,Republican,109516,230821,44.670893,-93.0624813,0.47446289549044496 +Dakota MN,Other,5050,230821,44.670893,-93.0624813,0.021878425273263696 +Dodge MN,Democrat,4487,10327,44.0207056,-92.8693529,0.4344921080662341 +Dodge MN,Republican,5522,10327,44.0207056,-92.8693529,0.5347148252154547 +Dodge MN,Other,318,10327,44.0207056,-92.8693529,0.030793066718311224 +Douglas MN,Democrat,8653,20953,45.9368293,-95.462156,0.4129718894669021 +Douglas MN,Republican,11884,20953,45.9368293,-95.462156,0.5671741516727915 +Douglas MN,Other,416,20953,45.9368293,-95.462156,0.0198539588603064 +Faribault MN,Democrat,3407,7713,43.6765219,-93.9472338,0.44172176844288863 +Faribault MN,Republican,4104,7713,43.6765219,-93.9472338,0.5320886814469078 +Faribault MN,Other,202,7713,43.6765219,-93.9472338,0.026189550110203554 +Fillmore MN,Democrat,5713,10892,43.6791869,-92.0939369,0.5245134043334557 +Fillmore MN,Republican,4913,10892,43.6791869,-92.0939369,0.45106500183621007 +Fillmore MN,Other,266,10892,43.6791869,-92.0939369,0.02442159383033419 +Freeborn MN,Democrat,9326,16706,43.6742019,-93.3502887,0.5582425475876931 +Freeborn MN,Republican,6969,16706,43.6742019,-93.3502887,0.41715551298934517 +Freeborn MN,Other,411,16706,43.6742019,-93.3502887,0.02460193942296181 +Goodhue MN,Democrat,12212,25801,44.4061779,-92.7160003,0.47331498779117087 +Goodhue MN,Republican,12986,25801,44.4061779,-92.7160003,0.5033138250455409 +Goodhue MN,Other,603,25801,44.4061779,-92.7160003,0.023371187163288246 +Grant MN,Democrat,1647,3487,45.9307426,-96.0106987,0.47232578147404647 +Grant MN,Republican,1748,3487,45.9307426,-96.0106987,0.5012905075996559 +Grant MN,Other,92,3487,45.9307426,-96.0106987,0.02638371092629768 +Hennepin MN,Democrat,423982,680065,45.0061209,-93.4752279,0.6234433473270937 +Hennepin MN,Republican,240073,680065,45.0061209,-93.4752279,0.35301478535140024 +Hennepin MN,Other,16010,680065,45.0061209,-93.4752279,0.02354186732150603 +Houston MN,Democrat,5281,10446,43.6669899,-91.5015556,0.5055523645414512 +Houston MN,Republican,4951,10446,43.6669899,-91.5015556,0.4739613249090561 +Houston MN,Other,214,10446,43.6669899,-91.5015556,0.02048631054949263 +Hubbard MN,Democrat,4676,11520,47.0955506,-94.9132898,0.4059027777777778 +Hubbard MN,Republican,6622,11520,47.0955506,-94.9132898,0.5748263888888889 +Hubbard MN,Other,222,11520,47.0955506,-94.9132898,0.019270833333333334 +Isanti MN,Democrat,8024,20217,45.5624313,-93.2963388,0.396893703318989 +Isanti MN,Republican,11675,20217,45.5624313,-93.2963388,0.5774842953949646 +Isanti MN,Other,518,20217,45.5624313,-93.2963388,0.025622001286046397 +Itasca MN,Democrat,12852,23919,47.4908166,-93.6111022,0.5373134328358209 +Itasca MN,Republican,10501,23919,47.4908166,-93.6111022,0.43902337054224677 +Itasca MN,Other,566,23919,47.4908166,-93.6111022,0.023663196621932354 +Jackson MN,Democrat,2268,5430,43.671111,-95.1497314,0.4176795580110497 +Jackson MN,Republican,3044,5430,43.671111,-95.1497314,0.5605893186003683 +Jackson MN,Other,118,5430,43.671111,-95.1497314,0.021731123388581953 +Kanabec MN,Democrat,3593,8150,45.9477598,-93.2977883,0.44085889570552145 +Kanabec MN,Republican,4328,8150,45.9477598,-93.2977883,0.531042944785276 +Kanabec MN,Other,229,8150,45.9477598,-93.2977883,0.028098159509202456 +Kandiyohi MN,Democrat,9805,21465,45.1527137,-95.0049812,0.4567901234567901 +Kandiyohi MN,Republican,11240,21465,45.1527137,-95.0049812,0.5236431399953413 +Kandiyohi MN,Other,420,21465,45.1527137,-95.0049812,0.019566736547868623 +Kittson MN,Democrat,1241,2420,48.7760403,-96.7803493,0.5128099173553718 +Kittson MN,Republican,1095,2420,48.7760403,-96.7803493,0.4524793388429752 +Kittson MN,Other,84,2420,48.7760403,-96.7803493,0.03471074380165289 +Koochiching MN,Democrat,3451,6458,48.2453743,-93.7828956,0.534375967791886 +Koochiching MN,Republican,2841,6458,48.2453743,-93.7828956,0.43991947971508205 +Koochiching MN,Other,166,6458,48.2453743,-93.7828956,0.0257045524930319 +Lake MN,Democrat,4043,6820,47.5171114,-91.4117038,0.5928152492668621 +Lake MN,Republican,2610,6820,47.5171114,-91.4117038,0.38269794721407624 +Lake MN,Other,167,6820,47.5171114,-91.4117038,0.024486803519061583 +Lincoln MN,Democrat,1429,3120,44.4082382,-96.2720323,0.4580128205128205 +Lincoln MN,Republican,1595,3120,44.4082382,-96.2720323,0.5112179487179487 +Lincoln MN,Other,96,3120,44.4082382,-96.2720323,0.03076923076923077 +Lyon MN,Democrat,5465,12388,44.4091953,-95.8472678,0.4411527284468841 +Lyon MN,Republican,6594,12388,44.4091953,-95.8472678,0.5322893122376493 +Lyon MN,Other,329,12388,44.4091953,-95.8472678,0.02655795931546658 +Mahnomen MN,Democrat,1276,2182,47.3283866,-95.8110885,0.5847846012832264 +Mahnomen MN,Republican,871,2182,47.3283866,-95.8110885,0.39917506874427133 +Mahnomen MN,Other,35,2182,47.3283866,-95.8110885,0.016040329972502293 +Marshall MN,Democrat,1998,4698,48.3627284,-96.357761,0.42528735632183906 +Marshall MN,Republican,2569,4698,48.3627284,-96.357761,0.5468284376330353 +Marshall MN,Other,131,4698,48.3627284,-96.357761,0.027884206045125585 +Martin MN,Democrat,4054,10968,43.6771181,-94.5372525,0.36962071480671044 +Martin MN,Republican,6657,10968,43.6771181,-94.5372525,0.6069474835886215 +Martin MN,Other,257,10968,43.6771181,-94.5372525,0.023431801604668127 +Meeker MN,Democrat,4969,12214,45.1231555,-94.527346,0.40682822990011464 +Meeker MN,Republican,6913,12214,45.1231555,-94.527346,0.565989847715736 +Meeker MN,Other,332,12214,45.1231555,-94.527346,0.027181922384149338 +Morrison MN,Democrat,6153,16714,46.0204839,-94.2666194,0.36813449802560727 +Morrison MN,Republican,10159,16714,46.0204839,-94.2666194,0.6078138087830561 +Morrison MN,Other,402,16714,46.0204839,-94.2666194,0.024051693191336605 +Mower MN,Democrat,11129,18539,43.6662486,-92.7595136,0.6003020659150979 +Mower MN,Republican,6938,18539,43.6662486,-92.7595136,0.3742380926695075 +Mower MN,Other,472,18539,43.6662486,-92.7595136,0.025459841415394573 +Murray MN,Democrat,2160,4767,44.0155943,-95.7615809,0.45311516677155445 +Murray MN,Republican,2504,4767,44.0155943,-95.7615809,0.525277952590728 +Murray MN,Other,103,4767,44.0155943,-95.7615809,0.02160688063771764 +Nicollet MN,Democrat,9652,18357,44.3588204,-94.2456844,0.5257939750503895 +Nicollet MN,Republican,8214,18357,44.3588204,-94.2456844,0.4474587350874326 +Nicollet MN,Other,491,18357,44.3588204,-94.2456844,0.026747289862177916 +Nobles MN,Democrat,3793,8520,43.6776863,-95.7631323,0.44518779342723 +Nobles MN,Republican,4581,8520,43.6776863,-95.7631323,0.5376760563380282 +Nobles MN,Other,146,8520,43.6776863,-95.7631323,0.017136150234741784 +Norman MN,Democrat,1730,3207,47.3294529,-96.4637757,0.5394449641409417 +Norman MN,Republican,1384,3207,47.3294529,-96.4637757,0.43155597131275336 +Norman MN,Other,93,3207,47.3294529,-96.4637757,0.028999064546304958 +Olmsted MN,Democrat,39338,78316,43.9994987,-92.4100985,0.5022983809183309 +Olmsted MN,Republican,36832,78316,43.9994987,-92.4100985,0.4702998110220134 +Olmsted MN,Other,2146,78316,43.9994987,-92.4100985,0.027401808059655752 +Pennington MN,Democrat,3024,6517,48.069247,-96.0377254,0.4640171858216971 +Pennington MN,Republican,3305,6517,48.069247,-96.0377254,0.507135184901028 +Pennington MN,Other,188,6517,48.069247,-96.0377254,0.02884762927727482 +Pine MN,Democrat,6750,13965,46.1009402,-92.7630936,0.4833512352309345 +Pine MN,Republican,6845,13965,46.1009402,-92.7630936,0.49015395631936987 +Pine MN,Other,370,13965,46.1009402,-92.7630936,0.026494808449695668 +Pipestone MN,Democrat,1725,4646,44.0153614,-96.2570147,0.3712871287128713 +Pipestone MN,Republican,2826,4646,44.0153614,-96.2570147,0.6082651743435213 +Pipestone MN,Other,95,4646,44.0153614,-96.2570147,0.020447696943607405 +Polk MN,Democrat,6773,14693,47.7742536,-96.4000265,0.4609678077996325 +Polk MN,Republican,7615,14693,47.7742536,-96.4000265,0.5182740080310352 +Polk MN,Other,305,14693,47.7742536,-96.4000265,0.020758184169332335 +Pope MN,Democrat,2981,6246,45.5896228,-95.4467052,0.4772654498879283 +Pope MN,Republican,3142,6246,45.5896228,-95.4467052,0.5030419468459815 +Pope MN,Other,123,6246,45.5896228,-95.4467052,0.0196926032660903 +Ramsey MN,Democrat,184938,278822,45.0152037,-93.0999648,0.6632833850987369 +Ramsey MN,Republican,86800,278822,45.0152037,-93.0999648,0.3113097244837208 +Ramsey MN,Other,7084,278822,45.0152037,-93.0999648,0.025406890417542374 +Redwood MN,Democrat,3008,7790,44.4035357,-95.2542415,0.38613607188703464 +Redwood MN,Republican,4570,7790,44.4035357,-95.2542415,0.5866495507060334 +Redwood MN,Other,212,7790,44.4035357,-95.2542415,0.027214377406931965 +Renville MN,Democrat,3394,7710,44.7236969,-94.9556169,0.44020752269779506 +Renville MN,Republican,4149,7710,44.7236969,-94.9556169,0.5381322957198443 +Renville MN,Other,167,7710,44.7236969,-94.9556169,0.02166018158236057 +Rice MN,Democrat,17054,32267,44.3507339,-93.2985052,0.528527597855394 +Rice MN,Republican,14384,32267,44.3507339,-93.2985052,0.44578051879629343 +Rice MN,Other,829,32267,44.3507339,-93.2985052,0.025691883348312516 +Rock MN,Democrat,1946,4846,43.6695866,-96.2632376,0.40156830375567476 +Rock MN,Republican,2810,4846,43.6695866,-96.2632376,0.5798596780850186 +Rock MN,Other,90,4846,43.6695866,-96.2632376,0.018572018159306643 +Roseau MN,Democrat,2772,7352,48.7610683,-95.8215042,0.37704026115342765 +Roseau MN,Republican,4409,7352,48.7610683,-95.8215042,0.5997007616974973 +Roseau MN,Other,171,7352,48.7610683,-95.8215042,0.023258977149075082 +Scott MN,Democrat,29712,71647,44.651805,-93.5337311,0.4146998478652281 +Scott MN,Republican,40323,71647,44.651805,-93.5337311,0.5628009546805868 +Scott MN,Other,1612,71647,44.651805,-93.5337311,0.0224991974541851 +Sherburne MN,Democrat,17597,46509,45.4531762,-93.76913,0.37835687716355976 +Sherburne MN,Republican,27848,46509,45.4531762,-93.76913,0.5987658302694102 +Sherburne MN,Other,1064,46509,45.4531762,-93.76913,0.022877292567030038 +Sibley MN,Democrat,2916,7815,44.5757343,-94.2301232,0.3731285988483685 +Sibley MN,Republican,4693,7815,44.5757343,-94.2301232,0.600511836212412 +Sibley MN,Other,206,7815,44.5757343,-94.2301232,0.02635956493921945 +Stearns MN,Democrat,33551,78477,45.5552345,-94.6104822,0.42752653643742755 +Stearns MN,Republican,43015,78477,45.5552345,-94.6104822,0.5481223798055481 +Stearns MN,Other,1911,78477,45.5552345,-94.6104822,0.024351083757024352 +Steele MN,Democrat,8706,19124,44.0152607,-93.2204527,0.45523948964651745 +Steele MN,Republican,9903,19124,44.0152607,-93.2204527,0.5178309976992261 +Steele MN,Other,515,19124,44.0152607,-93.2204527,0.026929512654256433 +Stevens MN,Democrat,2742,5652,45.5934609,-95.9923146,0.4851380042462845 +Stevens MN,Republican,2766,5652,45.5934609,-95.9923146,0.4893842887473461 +Stevens MN,Other,144,5652,45.5934609,-95.9923146,0.025477707006369428 +Swift MN,Democrat,2751,5119,45.2758101,-95.6901243,0.5374096503223286 +Swift MN,Republican,2248,5119,45.2758101,-95.6901243,0.43914827114670835 +Swift MN,Other,120,5119,45.2758101,-95.6901243,0.023442078530963077 +Todd MN,Democrat,4819,11803,46.0665694,-94.9005758,0.40828602897568417 +Todd MN,Republican,6719,11803,46.0665694,-94.9005758,0.5692620520206727 +Todd MN,Other,265,11803,46.0665694,-94.9005758,0.022451919003643142 +Traverse MN,Democrat,943,1847,45.7699352,-96.4748315,0.5105576610720086 +Traverse MN,Republican,861,1847,45.7699352,-96.4748315,0.466161342717921 +Traverse MN,Other,43,1847,45.7699352,-96.4748315,0.023280996210070383 +Wabasha MN,Democrat,5415,11763,44.289693,-92.2333405,0.4603417495536853 +Wabasha MN,Republican,6049,11763,44.289693,-92.2333405,0.5142395647368868 +Wabasha MN,Other,299,11763,44.289693,-92.2333405,0.025418685709427867 +Wadena MN,Democrat,2492,6791,46.5869861,-94.9886078,0.36695626564570755 +Wadena MN,Republican,4143,6791,46.5869861,-94.9886078,0.6100721543218967 +Wadena MN,Other,156,6791,46.5869861,-94.9886078,0.022971580032395817 +Waseca MN,Democrat,4370,9747,44.0184598,-93.5898443,0.44834307992202727 +Waseca MN,Republican,5116,9747,44.0184598,-93.5898443,0.5248794500872063 +Waseca MN,Other,261,9747,44.0184598,-93.5898443,0.02677746999076639 +Washington MN,Democrat,70203,142133,45.037929,-92.890117,0.49392470432622965 +Washington MN,Republican,69137,142133,45.037929,-92.890117,0.48642468673707023 +Washington MN,Other,2793,142133,45.037929,-92.890117,0.019650608936700134 +Watonwan MN,Democrat,2494,5144,43.9781089,-94.613798,0.4848367029548989 +Watonwan MN,Republican,2517,5144,43.9781089,-94.613798,0.4893079315707621 +Watonwan MN,Other,133,5144,43.9781089,-94.613798,0.025855365474339035 +Wilkin MN,Democrat,1258,3222,46.3623354,-96.476657,0.3904407200496586 +Wilkin MN,Republican,1884,3222,46.3623354,-96.476657,0.5847299813780261 +Wilkin MN,Other,80,3222,46.3623354,-96.476657,0.024829298572315334 +Winona MN,Democrat,14980,27232,43.9822682,-91.7767076,0.5500881316098707 +Winona MN,Republican,11480,27232,43.9822682,-91.7767076,0.4215628672150411 +Winona MN,Other,772,27232,43.9822682,-91.7767076,0.02834900117508813 +Wright MN,Democrat,25741,67816,45.1750914,-93.9663965,0.37957119263890526 +Wright MN,Republican,40466,67816,45.1750914,-93.9663965,0.5967028429869058 +Wright MN,Other,1609,67816,45.1750914,-93.9663965,0.02372596437418898 +Adams MS,Democrat,9061,15447,31.4862243,-91.3517966,0.5865863921797113 +Adams MS,Republican,6293,15447,31.4862243,-91.3517966,0.40739302129863403 +Adams MS,Other,93,15447,31.4862243,-91.3517966,0.0060205865216546904 +Alcorn MS,Democrat,3511,14830,34.8865689,-88.5811091,0.23674983142279163 +Alcorn MS,Republican,11111,14830,34.8865689,-88.5811091,0.7492245448415374 +Alcorn MS,Other,208,14830,34.8865689,-88.5811091,0.014025623735670937 +Amite MS,Democrat,3242,7706,31.2039333,-90.7955421,0.4207111341811575 +Amite MS,Republican,4414,7706,31.2039333,-90.7955421,0.5728004152608357 +Amite MS,Other,50,7706,31.2039333,-90.7955421,0.006488450558006748 +Attala MS,Democrat,3927,9092,33.0904678,-89.5886219,0.43191816981962167 +Attala MS,Republican,5126,9092,33.0904678,-89.5886219,0.5637923449186097 +Attala MS,Other,39,9092,33.0904678,-89.5886219,0.004289485261768588 +Benton MS,Democrat,2051,4116,34.8105184,-89.2002848,0.49829931972789115 +Benton MS,Republican,2041,4116,34.8105184,-89.2002848,0.4958697764820214 +Benton MS,Other,24,4116,34.8105184,-89.2002848,0.0058309037900874635 +Bolivar MS,Democrat,10582,15428,33.7991391,-90.8841199,0.6858957739175525 +Bolivar MS,Republican,4701,15428,33.7991391,-90.8841199,0.304705729841846 +Bolivar MS,Other,145,15428,33.7991391,-90.8841199,0.009398496240601503 +Calhoun MS,Democrat,2586,7068,33.9366339,-89.3371142,0.36587436332767403 +Calhoun MS,Republican,4412,7068,33.9366339,-89.3371142,0.624221844934918 +Calhoun MS,Other,70,7068,33.9366339,-89.3371142,0.009903791737408036 +Carroll MS,Democrat,2007,5992,33.4407948,-89.918887,0.33494659546061417 +Carroll MS,Republican,3960,5992,33.4407948,-89.918887,0.6608811748998665 +Carroll MS,Other,25,5992,33.4407948,-89.918887,0.004172229639519359 +Chickasaw MS,Democrat,4378,8503,33.9332767,-88.9475579,0.5148771021992238 +Chickasaw MS,Republican,3994,8503,33.9332767,-88.9475579,0.46971657062213334 +Chickasaw MS,Other,131,8503,33.9332767,-88.9475579,0.015406327178642832 +Choctaw MS,Democrat,1428,4273,33.3459638,-89.2513319,0.3341914345892815 +Choctaw MS,Republican,2812,4273,33.3459638,-89.2513319,0.6580856541071847 +Choctaw MS,Other,33,4273,33.3459638,-89.2513319,0.007722911303533817 +Claiborne MS,Democrat,4838,5484,31.9728096,-90.9154239,0.8822027716994895 +Claiborne MS,Republican,625,5484,31.9728096,-90.9154239,0.11396790663749089 +Claiborne MS,Other,21,5484,31.9728096,-90.9154239,0.0038293216630196935 +Clarke MS,Democrat,3111,8253,32.0453738,-88.6879756,0.3769538349691021 +Clarke MS,Republican,5049,8253,32.0453738,-88.6879756,0.6117775354416576 +Clarke MS,Other,93,8253,32.0453738,-88.6879756,0.011268629589240277 +Clay MS,Democrat,6712,11072,33.65967,-88.782468,0.6062138728323699 +Clay MS,Republican,4291,11072,33.65967,-88.782468,0.3875541907514451 +Clay MS,Other,69,11072,33.65967,-88.782468,0.0062319364161849715 +Coahoma MS,Democrat,7792,10549,34.2286699,-90.603165,0.7386482131007679 +Coahoma MS,Republican,2712,10549,34.2286699,-90.603165,0.25708597971371694 +Coahoma MS,Other,45,10549,34.2286699,-90.603165,0.004265807185515215 +Copiah MS,Democrat,7749,14123,31.8669151,-90.4487578,0.548679459038448 +Copiah MS,Republican,6282,14123,31.8669151,-90.4487578,0.4448063442611343 +Copiah MS,Other,92,14123,31.8669151,-90.4487578,0.006514196700417758 +Covington MS,Democrat,3878,9348,31.633331,-89.5488968,0.41484809584937954 +Covington MS,Republican,5405,9348,31.633331,-89.5488968,0.5781985451433461 +Covington MS,Other,65,9348,31.633331,-89.5488968,0.006953359007274283 +Forrest MS,Democrat,13272,30236,31.1885802,-89.2594467,0.4389469506548485 +Forrest MS,Republican,16574,30236,31.1885802,-89.2594467,0.5481545177933589 +Forrest MS,Other,390,30236,31.1885802,-89.2594467,0.012898531551792564 +Franklin MS,Democrat,1726,4493,31.4777726,-90.8954573,0.3841531270865791 +Franklin MS,Republican,2735,4493,31.4777726,-90.8954573,0.6087246828399733 +Franklin MS,Other,32,4493,31.4777726,-90.8954573,0.007122190073447585 +George MS,Democrat,1359,9856,30.8554305,-88.6422679,0.13788555194805194 +George MS,Republican,8376,9856,30.8554305,-88.6422679,0.8498376623376623 +George MS,Other,121,9856,30.8554305,-88.6422679,0.012276785714285714 +Greene MS,Democrat,1325,5922,31.2128455,-88.6348108,0.223741979061128 +Greene MS,Republican,4531,5922,31.2128455,-88.6348108,0.765113137453563 +Greene MS,Other,66,5922,31.2128455,-88.6348108,0.011144883485309016 +Grenada MS,Democrat,5288,11335,33.770031,-89.8027405,0.46651962946625497 +Grenada MS,Republican,5986,11335,33.770031,-89.8027405,0.5280988089986767 +Grenada MS,Other,61,11335,33.770031,-89.8027405,0.005381561535068372 +Hancock MS,Democrat,3917,17167,30.3916415,-89.4827905,0.22817032678977106 +Hancock MS,Republican,12964,17167,30.3916415,-89.4827905,0.7551698025281063 +Hancock MS,Other,286,17167,30.3916415,-89.4827905,0.016659870682122678 +Harrison MS,Democrat,23119,63328,30.4165357,-89.0833762,0.3650675846387064 +Harrison MS,Republican,39470,63328,30.4165357,-89.0833762,0.6232630116220313 +Harrison MS,Other,739,63328,30.4165357,-89.0833762,0.011669403739262254 +Hinds MS,Democrat,76112,106491,32.2677879,-90.4660171,0.7147270661370444 +Hinds MS,Republican,29664,106491,32.2677879,-90.4660171,0.278558751443784 +Hinds MS,Other,715,106491,32.2677879,-90.4660171,0.006714182419171573 +Holmes MS,Democrat,7812,9288,33.1259415,-90.0911968,0.8410852713178295 +Holmes MS,Republican,1435,9288,33.1259415,-90.0911968,0.15450043066322136 +Holmes MS,Other,41,9288,33.1259415,-90.0911968,0.004414298018949182 +Humphreys MS,Democrat,3903,5212,33.1309962,-90.5234209,0.748848810437452 +Humphreys MS,Republican,1293,5212,33.1309962,-90.5234209,0.2480813507290867 +Humphreys MS,Other,16,5212,33.1309962,-90.5234209,0.0030698388334612432 +Issaquena MS,Democrat,479,787,32.7555393,-91.0035351,0.6086404066073697 +Issaquena MS,Republican,302,787,32.7555393,-91.0035351,0.38373570520965694 +Issaquena MS,Other,6,787,32.7555393,-91.0035351,0.007623888182973317 +Itawamba MS,Democrat,1706,9318,34.2810747,-88.3631269,0.18308649924876583 +Itawamba MS,Republican,7393,9318,34.2810747,-88.3631269,0.7934106031337197 +Itawamba MS,Other,219,9318,34.2810747,-88.3631269,0.02350289761751449 +Jackson MS,Democrat,17299,53655,30.4560045,-88.6251005,0.3224117044077905 +Jackson MS,Republican,35747,53655,30.4560045,-88.6251005,0.6662380020501352 +Jackson MS,Other,609,53655,30.4560045,-88.6251005,0.011350293542074364 +Jasper MS,Democrat,5097,9340,32.0169894,-89.1194302,0.5457173447537473 +Jasper MS,Republican,4193,9340,32.0169894,-89.1194302,0.44892933618843683 +Jasper MS,Other,50,9340,32.0169894,-89.1194302,0.0053533190578158455 +Jefferson MS,Democrat,3951,4433,31.7336333,-91.0438779,0.8912700203022784 +Jefferson MS,Republican,468,4433,31.7336333,-91.0438779,0.10557184750733138 +Jefferson MS,Other,14,4433,31.7336333,-91.0438779,0.003158132190390255 +Jones MS,Democrat,9211,30159,31.6166011,-89.1685317,0.30541463576378525 +Jones MS,Republican,20687,30159,31.6166011,-89.1685317,0.6859312311416161 +Jones MS,Other,261,30159,31.6166011,-89.1685317,0.008654133094598627 +Kemper MS,Democrat,3239,5052,32.7501361,-88.6256306,0.6411322248614411 +Kemper MS,Republican,1789,5052,32.7501361,-88.6256306,0.35411718131433095 +Kemper MS,Other,24,5052,32.7501361,-88.6256306,0.004750593824228029 +Lafayette MS,Democrat,8091,19505,34.353078,-89.4853847,0.4148167136631633 +Lafayette MS,Republican,11075,19505,34.353078,-89.4853847,0.5678031274032299 +Lafayette MS,Other,339,19505,34.353078,-89.4853847,0.017380158933606768 +Lamar MS,Democrat,5494,24889,31.1975865,-89.5063691,0.220740085981759 +Lamar MS,Republican,19101,24889,31.1975865,-89.5063691,0.7674474667523806 +Lamar MS,Other,294,24889,31.1975865,-89.5063691,0.01181244726586042 +Lauderdale MS,Democrat,13814,32777,32.4039981,-88.6604487,0.4214540684016231 +Lauderdale MS,Republican,18700,32777,32.4039981,-88.6604487,0.5705220123867346 +Lauderdale MS,Other,263,32777,32.4039981,-88.6604487,0.00802391921164231 +Lawrence MS,Democrat,2468,6698,31.5500087,-90.1075299,0.3684681994625261 +Lawrence MS,Republican,4192,6698,31.5500087,-90.1075299,0.6258584652134965 +Lawrence MS,Other,38,6698,31.5500087,-90.1075299,0.005673335323977307 +Leake MS,Democrat,4079,8983,32.7606302,-89.5222495,0.4540799287543137 +Leake MS,Republican,4863,8983,32.7606302,-89.5222495,0.5413558944673271 +Leake MS,Other,41,8983,32.7606302,-89.5222495,0.0045641767783591225 +Lee MS,Democrat,12563,35306,34.2923703,-88.6824388,0.3558318699371212 +Lee MS,Republican,22415,35306,34.2923703,-88.6824388,0.6348779244321079 +Lee MS,Other,328,35306,34.2923703,-88.6824388,0.009290205630770973 +Leflore MS,Democrat,9119,12773,33.5497896,-90.2949343,0.7139278164879042 +Leflore MS,Republican,3587,12773,33.5497896,-90.2949343,0.2808267439129414 +Leflore MS,Other,67,12773,33.5497896,-90.2949343,0.005245439599154467 +Lincoln MS,Democrat,5471,16414,31.5352155,-90.4535663,0.33331302546606556 +Lincoln MS,Republican,10839,16414,31.5352155,-90.4535663,0.6603509199463873 +Lincoln MS,Other,104,16414,31.5352155,-90.4535663,0.0063360545875472156 +Lowndes MS,Democrat,13388,27158,33.4714237,-88.4397227,0.49296708152293983 +Lowndes MS,Republican,13518,27158,33.4714237,-88.4397227,0.4977538846748656 +Lowndes MS,Other,252,27158,33.4714237,-88.4397227,0.009279033802194565 +Madison MS,Democrat,20722,49571,32.6343703,-90.0341603,0.4180266688184624 +Madison MS,Republican,28507,49571,32.6343703,-90.0341603,0.5750741360876319 +Madison MS,Other,342,49571,32.6343703,-90.0341603,0.006899195093905711 +Marion MS,Democrat,4393,12729,31.2301672,-89.821712,0.3451174483462959 +Marion MS,Republican,8237,12729,31.2301672,-89.821712,0.6471050357451489 +Marion MS,Other,99,12729,31.2301672,-89.821712,0.007777515908555267 +Marshall MS,Democrat,9650,16240,34.7661897,-89.504231,0.5942118226600985 +Marshall MS,Republican,6473,16240,34.7661897,-89.504231,0.39858374384236456 +Marshall MS,Other,117,16240,34.7661897,-89.504231,0.007204433497536946 +Monroe MS,Democrat,7056,16918,33.8900295,-88.4850379,0.41707057571817 +Monroe MS,Republican,9723,16918,33.8900295,-88.4850379,0.5747133230878354 +Monroe MS,Other,139,16918,33.8900295,-88.4850379,0.008216101193994562 +Montgomery MS,Democrat,2675,5645,33.5007144,-89.6396251,0.4738706820194863 +Montgomery MS,Republican,2947,5645,33.5007144,-89.6396251,0.5220549158547387 +Montgomery MS,Other,23,5645,33.5007144,-89.6396251,0.004074402125775022 +Neshoba MS,Democrat,3089,11015,32.752518,-89.1192743,0.2804357694053563 +Neshoba MS,Republican,7837,11015,32.752518,-89.1192743,0.711484339536995 +Neshoba MS,Other,89,11015,32.752518,-89.1192743,0.00807989105764866 +Newton MS,Democrat,3319,9777,32.4019702,-89.1184115,0.33947018512836247 +Newton MS,Republican,6394,9777,32.4019702,-89.1184115,0.6539838396236064 +Newton MS,Other,64,9777,32.4019702,-89.1184115,0.006545975248031094 +Noxubee MS,Democrat,4920,6264,33.1065082,-88.5660044,0.7854406130268199 +Noxubee MS,Republican,1325,6264,33.1065082,-88.5660044,0.21152618135376755 +Noxubee MS,Other,19,6264,33.1065082,-88.5660044,0.003033205619412516 +Oktibbeha MS,Democrat,9095,18117,33.4223134,-88.8761514,0.5020146823425512 +Oktibbeha MS,Republican,8761,18117,33.4223134,-88.8761514,0.48357895898879505 +Oktibbeha MS,Other,261,18117,33.4223134,-88.8761514,0.014406358668653751 +Panola MS,Democrat,9079,16826,34.3652052,-89.9630654,0.5395815999049091 +Panola MS,Republican,7629,16826,34.3652052,-89.9630654,0.4534054439557827 +Panola MS,Other,118,16826,34.3652052,-89.9630654,0.007012956139308213 +Perry MS,Democrat,1527,5722,31.1693073,-88.9887554,0.2668647326109752 +Perry MS,Republican,4137,5722,31.1693073,-88.9887554,0.722998951415589 +Perry MS,Other,58,5722,31.1693073,-88.9887554,0.010136315973435861 +Pike MS,Democrat,9650,17974,31.1775159,-90.3977254,0.5368866139979971 +Pike MS,Republican,8181,17974,31.1775159,-90.3977254,0.45515744964949373 +Pike MS,Other,143,17974,31.1775159,-90.3977254,0.00795593635250918 +Pontotoc MS,Democrat,2804,12411,34.2270808,-89.0372387,0.22592861171541376 +Pontotoc MS,Republican,9448,12411,34.2270808,-89.0372387,0.7612601724276851 +Pontotoc MS,Other,159,12411,34.2270808,-89.0372387,0.012811215856901136 +Prentiss MS,Democrat,2817,10033,34.6205664,-88.5221836,0.2807734476228446 +Prentiss MS,Republican,7075,10033,34.6205664,-88.5221836,0.7051729293332004 +Prentiss MS,Other,141,10033,34.6205664,-88.5221836,0.014053623043954949 +Quitman MS,Democrat,2837,3979,34.2528327,-90.2901707,0.7129932143754713 +Quitman MS,Republican,1116,3979,34.2528327,-90.2901707,0.2804724805227444 +Quitman MS,Other,26,3979,34.2528327,-90.2901707,0.006534305101784368 +Rankin MS,Democrat,14988,64145,32.2671233,-89.946063,0.2336581183256684 +Rankin MS,Republican,48444,64145,32.2671233,-89.946063,0.755226440096656 +Rankin MS,Other,713,64145,32.2671233,-89.946063,0.01111544157767558 +Scott MS,Democrat,5031,11202,32.4119595,-89.5334861,0.44911622924477773 +Scott MS,Republican,6089,11202,32.4119595,-89.5334861,0.5435636493483307 +Scott MS,Other,82,11202,32.4119595,-89.5334861,0.007320121406891627 +Sharkey MS,Democrat,1782,2532,32.8923946,-90.8276129,0.7037914691943128 +Sharkey MS,Republican,737,2532,32.8923946,-90.8276129,0.2910742496050553 +Sharkey MS,Other,13,2532,32.8923946,-90.8276129,0.005134281200631911 +Simpson MS,Democrat,4723,12249,31.9025047,-89.9177086,0.385582496530329 +Simpson MS,Republican,7424,12249,31.9025047,-89.9177086,0.6060902930851498 +Simpson MS,Other,102,12249,31.9025047,-89.9177086,0.008327210384521186 +Smith MS,Democrat,1979,8099,32.019029,-89.4948763,0.24435115446351402 +Smith MS,Republican,6049,8099,32.019029,-89.4948763,0.7468823311519941 +Smith MS,Other,71,8099,32.019029,-89.4948763,0.008766514384491912 +Stone MS,Democrat,2003,7532,30.790184,-89.112297,0.2659320233669676 +Stone MS,Republican,5420,7532,30.790184,-89.112297,0.7195963887413701 +Stone MS,Other,109,7532,30.790184,-89.112297,0.014471587891662242 +Sunflower MS,Democrat,8199,11228,33.6055289,-90.5950901,0.7302280014250089 +Sunflower MS,Republican,2929,11228,33.6055289,-90.5950901,0.2608656929105807 +Sunflower MS,Other,100,11228,33.6055289,-90.5950901,0.008906305664410403 +Tallahatchie MS,Democrat,3959,6503,33.9545292,-90.1722434,0.6087959403352299 +Tallahatchie MS,Republican,2499,6503,33.9545292,-90.1722434,0.38428417653390745 +Tallahatchie MS,Other,45,6503,33.9545292,-90.1722434,0.006919883130862679 +Tate MS,Democrat,4933,12406,34.6495527,-89.9431054,0.39763017894567143 +Tate MS,Republican,7332,12406,34.6495527,-89.9431054,0.5910043527325488 +Tate MS,Other,141,12406,34.6495527,-89.9431054,0.011365468321779783 +Tippah MS,Democrat,2317,9164,34.7636183,-88.9188185,0.2528371890004365 +Tippah MS,Republican,6717,9164,34.7636183,-88.9188185,0.7329768659973811 +Tippah MS,Other,130,9164,34.7636183,-88.9188185,0.014185945002182452 +Tishomingo MS,Democrat,1643,7936,34.7376972,-88.236064,0.20703125 +Tishomingo MS,Republican,6133,7936,34.7376972,-88.236064,0.7728074596774194 +Tishomingo MS,Other,160,7936,34.7376972,-88.236064,0.020161290322580645 +Tunica MS,Democrat,3475,4382,34.6522011,-90.3717697,0.7930168872660885 +Tunica MS,Republican,883,4382,34.6522011,-90.3717697,0.20150616157005932 +Tunica MS,Other,24,4382,34.6522011,-90.3717697,0.005476951163852123 +Union MS,Democrat,2742,11365,34.4895325,-89.0023393,0.2412670479542455 +Union MS,Republican,8498,11365,34.4895325,-89.0023393,0.7477342718873735 +Union MS,Other,125,11365,34.4895325,-89.0023393,0.010998680158380994 +Walthall MS,Democrat,3422,7551,31.164492,-90.1034306,0.4531850086081314 +Walthall MS,Republican,4051,7551,31.164492,-90.1034306,0.536485233743875 +Walthall MS,Other,78,7551,31.164492,-90.1034306,0.010329757647993643 +Warren MS,Democrat,10786,21391,32.3560946,-90.8523838,0.504230751250526 +Warren MS,Republican,10457,21391,32.3560946,-90.8523838,0.48885045112430464 +Warren MS,Other,148,21391,32.3560946,-90.8523838,0.006918797625169464 +Washington MS,Democrat,13981,19715,33.273174,-90.9444459,0.709155465381689 +Washington MS,Republican,5651,19715,33.273174,-90.9444459,0.2866345422267309 +Washington MS,Other,83,19715,33.273174,-90.9444459,0.004209992391580015 +Wayne MS,Democrat,4148,10332,31.642503,-88.678214,0.40147115756871854 +Wayne MS,Republican,6111,10332,31.642503,-88.678214,0.5914634146341463 +Wayne MS,Other,73,10332,31.642503,-88.678214,0.007065427797135114 +Webster MS,Democrat,1190,5234,33.6120605,-89.2839612,0.2273595720290409 +Webster MS,Republican,3992,5234,33.6120605,-89.2839612,0.7627053878486817 +Webster MS,Other,52,5234,33.6120605,-89.2839612,0.009935040122277417 +Wilkinson MS,Democrat,3412,4853,31.1610908,-91.3246169,0.7030702658149598 +Wilkinson MS,Republican,1415,4853,31.1610908,-91.3246169,0.2915722233669895 +Wilkinson MS,Other,26,4853,31.1610908,-91.3246169,0.00535751081805069 +Winston MS,Democrat,4607,9829,33.0787236,-89.0373913,0.4687150269610337 +Winston MS,Republican,5168,9829,33.0787236,-89.0373913,0.5257910265540747 +Winston MS,Other,54,9829,33.0787236,-89.0373913,0.005493946484891647 +Yalobusha MS,Democrat,3030,6354,34.0306661,-89.7038072,0.4768649669499528 +Yalobusha MS,Republican,3276,6354,34.0306661,-89.7038072,0.5155807365439093 +Yalobusha MS,Other,48,6354,34.0306661,-89.7038072,0.007554296506137866 +Yazoo MS,Democrat,6603,11620,32.7656747,-90.3879282,0.5682444061962134 +Yazoo MS,Republican,4941,11620,32.7656747,-90.3879282,0.42521514629948365 +Yazoo MS,Other,76,11620,32.7656747,-90.3879282,0.006540447504302926 +Adair MO,Democrat,4219,10126,40.1906655,-92.6035922,0.41665020738692476 +Adair MO,Republican,5651,10126,40.1906655,-92.6035922,0.5580683389294885 +Adair MO,Other,256,10126,40.1906655,-92.6035922,0.025281453683586808 +Andrew MO,Democrat,2649,8306,39.9888628,-94.8035511,0.31892607753431257 +Andrew MO,Republican,5457,8306,39.9888628,-94.8035511,0.6569949434143992 +Andrew MO,Other,200,8306,39.9888628,-94.8035511,0.024078979051288224 +Atchison MO,Democrat,756,2709,40.431846,-95.4375546,0.27906976744186046 +Atchison MO,Republican,1902,2709,40.431846,-95.4375546,0.7021040974529347 +Atchison MO,Other,51,2709,40.431846,-95.4375546,0.018826135105204873 +Audrain MO,Democrat,3539,9952,39.214481,-91.8434182,0.35560691318327975 +Audrain MO,Republican,6186,9952,39.214481,-91.8434182,0.6215836012861736 +Audrain MO,Other,227,9952,39.214481,-91.8434182,0.022809485530546625 +Barry MO,Democrat,3667,13806,36.6993756,-93.8343344,0.2656091554396639 +Barry MO,Republican,9832,13806,36.6993756,-93.8343344,0.7121541358829494 +Barry MO,Other,307,13806,36.6993756,-93.8343344,0.022236708677386644 +Barton MO,Democrat,1230,5746,37.5007989,-94.3440893,0.21406195614340412 +Barton MO,Republican,4418,5746,37.5007989,-94.3440893,0.7688827010093978 +Barton MO,Other,98,5746,37.5007989,-94.3440893,0.017055342847198052 +Bates MO,Democrat,2557,7771,38.2572171,-94.3392459,0.329043881096384 +Bates MO,Republican,5020,7771,38.2572171,-94.3392459,0.6459915068845709 +Bates MO,Other,194,7771,38.2572171,-94.3392459,0.02496461201904517 +Benton MO,Democrat,2925,9157,38.3010358,-93.2879421,0.3194277601834662 +Benton MO,Republican,6069,9157,38.3010358,-93.2879421,0.6627716501037457 +Benton MO,Other,163,9157,38.3010358,-93.2879421,0.017800589712788032 +Bollinger MO,Democrat,1213,5456,37.3184272,-90.0246452,0.2223240469208211 +Bollinger MO,Republican,4095,5456,37.3184272,-90.0246452,0.7505498533724341 +Bollinger MO,Other,148,5456,37.3184272,-90.0246452,0.027126099706744868 +Boone MO,Democrat,39847,79422,38.9898614,-92.3102022,0.5017123718868828 +Boone MO,Republican,37404,79422,38.9898614,-92.3102022,0.47095263277177607 +Boone MO,Other,2171,79422,38.9898614,-92.3102022,0.02733499534134119 +Buchanan MO,Democrat,15594,35106,39.6603695,-94.8081728,0.4441975730644334 +Buchanan MO,Republican,18660,35106,39.6603695,-94.8081728,0.5315330712698684 +Buchanan MO,Other,852,35106,39.6603695,-94.8081728,0.02426935566569817 +Butler MO,Democrat,4363,16889,36.7151802,-90.40313,0.2583338267511398 +Butler MO,Republican,12248,16889,36.7151802,-90.40313,0.7252057552252946 +Butler MO,Other,278,16889,36.7151802,-90.40313,0.016460418023565633 +Caldwell MO,Democrat,1312,4167,39.6589977,-93.9791785,0.3148548116150708 +Caldwell MO,Republican,2721,4167,39.6589977,-93.9791785,0.6529877609791217 +Caldwell MO,Other,134,4167,39.6589977,-93.9791785,0.032157427405807536 +Callaway MO,Democrat,6071,18232,38.835547,-91.9234458,0.3329859587538394 +Callaway MO,Republican,11745,18232,38.835547,-91.9234458,0.6441970162351909 +Callaway MO,Other,416,18232,38.835547,-91.9234458,0.022817025010969723 +Camden MO,Democrat,6458,21945,38.0265275,-92.7653271,0.2942811574390522 +Camden MO,Republican,15092,21945,38.0265275,-92.7653271,0.6877192982456141 +Camden MO,Other,395,21945,38.0265275,-92.7653271,0.01799954431533379 +Carroll MO,Democrat,1154,4304,39.4273754,-93.5002266,0.26812267657992567 +Carroll MO,Republican,3072,4304,39.4273754,-93.5002266,0.7137546468401487 +Carroll MO,Other,78,4304,39.4273754,-93.5002266,0.01812267657992565 +Carter MO,Democrat,754,2799,36.9448579,-90.9457051,0.2693819221150411 +Carter MO,Republican,1978,2799,36.9448579,-90.9457051,0.706680957484816 +Carter MO,Other,67,2799,36.9448579,-90.9457051,0.023937120400142908 +Cass MO,Democrat,17044,48913,38.6464737,-94.3545467,0.34845542084926295 +Cass MO,Republican,30912,48913,38.6464737,-94.3545467,0.6319792284259809 +Cass MO,Other,957,48913,38.6464737,-94.3545467,0.019565350724756198 +Cedar MO,Democrat,1537,6045,37.7336549,-93.8500144,0.2542597187758478 +Cedar MO,Republican,4376,6045,37.7336549,-93.8500144,0.723904052936311 +Cedar MO,Other,132,6045,37.7336549,-93.8500144,0.02183622828784119 +Chariton MO,Democrat,1339,3821,39.5179685,-92.9616205,0.35043182412980894 +Chariton MO,Republican,2402,3821,39.5179685,-92.9616205,0.6286312483643025 +Chariton MO,Other,80,3821,39.5179685,-92.9616205,0.02093692750588851 +Christian MO,Democrat,9813,37964,36.9697388,-93.1876139,0.25848171952375937 +Christian MO,Republican,27473,37964,36.9697388,-93.1876139,0.7236592561373933 +Christian MO,Other,678,37964,36.9697388,-93.1876139,0.01785902433884733 +Clark MO,Democrat,1398,3225,40.4072747,-91.729472,0.43348837209302327 +Clark MO,Republican,1730,3225,40.4072747,-91.729472,0.5364341085271318 +Clark MO,Other,97,3225,40.4072747,-91.729472,0.03007751937984496 +Clay MO,Democrat,47310,105589,39.3155512,-94.4215024,0.4480580363484833 +Clay MO,Republican,56191,105589,39.3155512,-94.4215024,0.5321671765051283 +Clay MO,Other,2088,105589,39.3155512,-94.4215024,0.019774787146388355 +Clinton MO,Democrat,3688,9861,39.6087233,-94.3958028,0.37399858026569316 +Clinton MO,Republican,5931,9861,39.6087233,-94.3958028,0.6014602981442044 +Clinton MO,Other,242,9861,39.6087233,-94.3958028,0.024541121590102424 +Cole MO,Democrat,12005,37062,38.5032331,-92.2800271,0.3239166801575738 +Cole MO,Republican,24490,37062,38.5032331,-92.2800271,0.6607846311585991 +Cole MO,Other,567,37062,38.5032331,-92.2800271,0.0152986886838271 +Cooper MO,Democrat,2474,7511,38.8453861,-92.8123231,0.3293835707628811 +Cooper MO,Republican,4887,7511,38.8453861,-92.8123231,0.6506457196112369 +Cooper MO,Other,150,7511,38.8453861,-92.8123231,0.01997070962588204 +Crawford MO,Democrat,2951,9579,37.9665605,-91.3139328,0.30806973588057207 +Crawford MO,Republican,6434,9579,37.9665605,-91.3139328,0.6716776281449003 +Crawford MO,Other,194,9579,37.9665605,-91.3139328,0.020252635974527613 +Dade MO,Democrat,939,3896,37.4323495,-93.854878,0.2410164271047228 +Dade MO,Republican,2895,3896,37.4323495,-93.854878,0.7430698151950719 +Dade MO,Other,62,3896,37.4323495,-93.854878,0.01591375770020534 +Dallas MO,Democrat,2122,7279,37.6835825,-93.0338146,0.291523560928699 +Dallas MO,Republican,4992,7279,37.6835825,-93.0338146,0.6858084901772221 +Dallas MO,Other,165,7279,37.6835825,-93.0338146,0.022667948894078856 +Daviess MO,Democrat,1125,3521,39.9628387,-93.970053,0.31951150241408693 +Daviess MO,Republican,2290,3521,39.9628387,-93.970053,0.6503834138028969 +Daviess MO,Other,106,3521,39.9628387,-93.970053,0.030105083783016188 +Dent MO,Democrat,1585,6643,37.6030721,-91.4897172,0.23859701941893724 +Dent MO,Republican,4883,6643,37.6030721,-91.4897172,0.7350594610868584 +Dent MO,Other,175,6643,37.6030721,-91.4897172,0.026343519494204427 +Douglas MO,Democrat,1710,6557,36.9465168,-92.5158918,0.2607899954247369 +Douglas MO,Republican,4649,6557,36.9465168,-92.5158918,0.7090132682629251 +Douglas MO,Other,198,6557,36.9465168,-92.5158918,0.03019673631233796 +Dunklin MO,Democrat,3636,10651,36.3069045,-90.065394,0.34137639658248053 +Dunklin MO,Republican,6850,10651,36.3069045,-90.065394,0.6431321002722749 +Dunklin MO,Other,165,10651,36.3069045,-90.065394,0.015491503145244579 +Franklin MO,Democrat,16347,46755,38.4130031,-91.072832,0.34963105550208534 +Franklin MO,Republican,29396,46755,38.4130031,-91.072832,0.6287242006202545 +Franklin MO,Other,1012,46755,38.4130031,-91.072832,0.021644743877660143 +Gasconade MO,Democrat,2099,7134,38.4411826,-91.5057795,0.29422483880011213 +Gasconade MO,Republican,4895,7134,38.4411826,-91.5057795,0.6861508270255117 +Gasconade MO,Other,140,7134,38.4411826,-91.5057795,0.019624334174376225 +Gentry MO,Democrat,937,2999,40.2081271,-94.4053211,0.3124374791597199 +Gentry MO,Republican,1988,2999,40.2081271,-94.4053211,0.6628876292097365 +Gentry MO,Other,74,2999,40.2081271,-94.4053211,0.024674891630543514 +Greene MO,Democrat,46219,125848,37.2581957,-93.3406409,0.36726050473587185 +Greene MO,Republican,76900,125848,37.2581957,-93.3406409,0.6110546055559087 +Greene MO,Other,2729,125848,37.2581957,-93.3406409,0.02168488970821944 +Grundy MO,Democrat,1212,4374,40.1125409,-93.5650538,0.27709190672153633 +Grundy MO,Republican,3030,4374,40.1125409,-93.5650538,0.6927297668038409 +Grundy MO,Other,132,4374,40.1125409,-93.5650538,0.03017832647462277 +Harrison MO,Democrat,984,3695,40.34562,-93.9925818,0.26630581867388364 +Harrison MO,Republican,2624,3695,40.34562,-93.9925818,0.710148849797023 +Harrison MO,Other,87,3695,40.34562,-93.9925818,0.02354533152909337 +Henry MO,Democrat,3606,10123,38.3864909,-93.7926278,0.3562185122987257 +Henry MO,Republican,6229,10123,38.3864909,-93.7926278,0.61533142349106 +Henry MO,Other,288,10123,38.3864909,-93.7926278,0.028450064210214364 +Hickory MO,Democrat,1733,4680,37.9369099,-93.3229883,0.3702991452991453 +Hickory MO,Republican,2835,4680,37.9369099,-93.3229883,0.6057692307692307 +Hickory MO,Other,112,4680,37.9369099,-93.3229883,0.023931623931623933 +Holt MO,Democrat,551,2310,40.095724,-95.2190716,0.23852813852813853 +Holt MO,Republican,1725,2310,40.095724,-95.2190716,0.7467532467532467 +Holt MO,Other,34,2310,40.095724,-95.2190716,0.01471861471861472 +Howard MO,Democrat,1723,4867,39.143365,-92.6959255,0.35401684816108486 +Howard MO,Republican,3017,4867,39.143365,-92.6959255,0.6198890486952948 +Howard MO,Other,127,4867,39.143365,-92.6959255,0.0260941031436203 +Howell MO,Democrat,4395,16346,36.7743685,-91.8873677,0.26887311880582404 +Howell MO,Republican,11544,16346,36.7743685,-91.8873677,0.7062278233206901 +Howell MO,Other,407,16346,36.7743685,-91.8873677,0.02489905787348587 +Iron MO,Democrat,1669,4031,37.5943638,-90.9846823,0.41404118084842473 +Iron MO,Republican,2252,4031,37.5943638,-90.9846823,0.5586703051352022 +Iron MO,Other,110,4031,37.5943638,-90.9846823,0.027288514016373108 +Jackson MO,Democrat,78283,174764,39.0053359,-94.3431655,0.4479355015907166 +Jackson MO,Republican,93199,174764,39.0053359,-94.3431655,0.5332848870476757 +Jackson MO,Other,3282,174764,39.0053359,-94.3431655,0.018779611361607655 +Jasper MO,Democrat,12809,45218,37.2051967,-94.3372594,0.28327214825954267 +Jasper MO,Republican,31349,45218,37.2051967,-94.3372594,0.6932858596134283 +Jasper MO,Other,1060,45218,37.2051967,-94.3372594,0.02344199212702906 +Jefferson MO,Democrat,41564,97611,38.2576296,-90.5436807,0.4258126645562488 +Jefferson MO,Republican,53978,97611,38.2576296,-90.5436807,0.5529909538883937 +Jefferson MO,Other,2069,97611,38.2576296,-90.5436807,0.02119638155535749 +Johnson MO,Democrat,7667,21021,38.741528,-93.8118634,0.36473050758765047 +Johnson MO,Republican,12763,21021,38.741528,-93.8118634,0.6071547500118929 +Johnson MO,Other,591,21021,38.741528,-93.8118634,0.028114742400456687 +Knox MO,Democrat,698,1957,40.1368559,-92.1468345,0.35666836995401124 +Knox MO,Republican,1205,1957,40.1368559,-92.1468345,0.6157383750638733 +Knox MO,Other,54,1957,40.1368559,-92.1468345,0.027593254982115484 +Laclede MO,Democrat,4093,15362,37.6596977,-92.594843,0.2664366618929827 +Laclede MO,Republican,10934,15362,37.6596977,-92.594843,0.7117562817341492 +Laclede MO,Other,335,15362,37.6596977,-92.594843,0.021807056372868117 +Lafayette MO,Democrat,5655,15795,39.0687048,-93.8026388,0.35802469135802467 +Lafayette MO,Republican,9803,15795,39.0687048,-93.8026388,0.6206394428616651 +Lafayette MO,Other,337,15795,39.0687048,-93.8026388,0.021335865780310225 +Lawrence MO,Democrat,4017,15755,37.1065898,-93.8305507,0.25496667724531896 +Lawrence MO,Republican,11421,15755,37.1065898,-93.8305507,0.7249127261186925 +Lawrence MO,Other,317,15755,37.1065898,-93.8305507,0.020120596635988575 +Lewis MO,Democrat,1508,4279,40.0845592,-91.7288031,0.3524187894367843 +Lewis MO,Republican,2677,4279,40.0845592,-91.7288031,0.6256134610890395 +Lewis MO,Other,94,4279,40.0845592,-91.7288031,0.02196774947417621 +Lincoln MO,Democrat,7734,22652,39.0622547,-90.9629165,0.3414268055800812 +Lincoln MO,Republican,14332,22652,39.0622547,-90.9629165,0.6327035140384955 +Lincoln MO,Other,586,22652,39.0622547,-90.9629165,0.025869680381423274 +Linn MO,Democrat,2041,5550,39.8644404,-93.108019,0.36774774774774777 +Linn MO,Republican,3344,5550,39.8644404,-93.108019,0.6025225225225225 +Linn MO,Other,165,5550,39.8644404,-93.108019,0.02972972972972973 +Livingston MO,Democrat,1906,6054,39.778587,-93.5482013,0.3148331681532871 +Livingston MO,Republican,4006,6054,39.778587,-93.5482013,0.6617112652791542 +Livingston MO,Other,142,6054,39.778587,-93.5482013,0.02345556656755864 +Macon MO,Democrat,2309,7160,39.829795,-92.56434,0.3224860335195531 +Macon MO,Republican,4701,7160,39.829795,-92.56434,0.6565642458100559 +Macon MO,Other,150,7160,39.829795,-92.56434,0.02094972067039106 +Madison MO,Democrat,1588,4930,37.4744807,-90.3434128,0.32210953346855986 +Madison MO,Republican,3227,4930,37.4744807,-90.3434128,0.6545638945233265 +Madison MO,Other,115,4930,37.4744807,-90.3434128,0.02332657200811359 +Maries MO,Democrat,1299,4538,38.1626154,-91.923601,0.2862494490965183 +Maries MO,Republican,3165,4538,38.1626154,-91.923601,0.6974438078448656 +Maries MO,Other,74,4538,38.1626154,-91.923601,0.01630674305861613 +Marion MO,Democrat,4031,12158,39.8075383,-91.6353791,0.33155124198058894 +Marion MO,Republican,7923,12158,39.8075383,-91.6353791,0.6516696825135713 +Marion MO,Other,204,12158,39.8075383,-91.6353791,0.016779075505839777 +Mercer MO,Democrat,353,1655,40.4214135,-93.5676313,0.21329305135951662 +Mercer MO,Republican,1255,1655,40.4214135,-93.5676313,0.7583081570996979 +Mercer MO,Other,47,1655,40.4214135,-93.5676313,0.0283987915407855 +Miller MO,Democrat,2651,11019,38.2166802,-92.4298762,0.24058444504946003 +Miller MO,Republican,8099,11019,38.2166802,-92.4298762,0.7350031763317906 +Miller MO,Other,269,11019,38.2166802,-92.4298762,0.024412378618749432 +Mississippi MO,Democrat,1858,4920,36.826264,-89.2959286,0.3776422764227642 +Mississippi MO,Republican,2997,4920,36.826264,-89.2959286,0.6091463414634146 +Mississippi MO,Other,65,4920,36.826264,-89.2959286,0.013211382113821139 +Moniteau MO,Democrat,1608,6443,38.6330371,-92.5836417,0.24957318019556107 +Moniteau MO,Republican,4704,6443,38.6330371,-92.5836417,0.7300946763929846 +Moniteau MO,Other,131,6443,38.6330371,-92.5836417,0.02033214341145429 +Monroe MO,Democrat,1398,4057,39.4982695,-92.0064582,0.3445895982252896 +Monroe MO,Republican,2564,4057,39.4982695,-92.0064582,0.6319940842987429 +Monroe MO,Other,95,4057,39.4982695,-92.0064582,0.023416317475967462 +Montgomery MO,Democrat,1740,5327,38.9351835,-91.465427,0.32663788248545145 +Montgomery MO,Republican,3490,5327,38.9351835,-91.465427,0.6551529941805895 +Montgomery MO,Other,97,5327,38.9351835,-91.465427,0.018209123333959076 +Morgan MO,Democrat,2773,8688,38.4208062,-92.8748346,0.3191758747697974 +Morgan MO,Republican,5733,8688,38.4208062,-92.8748346,0.6598756906077348 +Morgan MO,Other,182,8688,38.4208062,-92.8748346,0.02094843462246777 +Newton MO,Democrat,6425,25083,36.9083713,-94.335034,0.2561495833831679 +Newton MO,Republican,18181,25083,36.9083713,-94.335034,0.7248335526053502 +Newton MO,Other,477,25083,36.9083713,-94.335034,0.01901686401148188 +Nodaway MO,Democrat,3172,8976,40.3611359,-94.8831457,0.3533868092691622 +Nodaway MO,Republican,5593,8976,40.3611359,-94.8831457,0.6231060606060606 +Nodaway MO,Other,211,8976,40.3611359,-94.8831457,0.023507130124777183 +Oregon MO,Democrat,1419,4421,36.6853104,-91.4018272,0.3209681067631758 +Oregon MO,Republican,2886,4421,36.6853104,-91.4018272,0.6527934856367338 +Oregon MO,Other,116,4421,36.6853104,-91.4018272,0.026238407600090476 +Osage MO,Democrat,1473,6919,38.4642535,-91.8595036,0.2128920364214482 +Osage MO,Republican,5329,6919,38.4642535,-91.8595036,0.7701980054921231 +Osage MO,Other,117,6919,38.4642535,-91.8595036,0.016909958086428676 +Ozark MO,Democrat,1261,4453,36.6495904,-92.4585492,0.28317987873343814 +Ozark MO,Republican,3080,4453,36.6495904,-92.4585492,0.6916685380642263 +Ozark MO,Other,112,4453,36.6495904,-92.4585492,0.025151583202335504 +Pemiscot MO,Democrat,2671,6335,36.2099162,-89.7859419,0.42162588792423045 +Pemiscot MO,Republican,3598,6335,36.2099162,-89.7859419,0.5679558011049723 +Pemiscot MO,Other,66,6335,36.2099162,-89.7859419,0.010418310970797158 +Perry MO,Democrat,2184,7987,37.7111296,-89.8021249,0.27344434706397897 +Perry MO,Republican,5669,7987,37.7111296,-89.8021249,0.7097783898835608 +Perry MO,Other,134,7987,37.7111296,-89.8021249,0.01677726305246025 +Pettis MO,Democrat,5904,17175,38.7273667,-93.2852073,0.34375545851528383 +Pettis MO,Republican,10842,17175,38.7273667,-93.2852073,0.6312663755458515 +Pettis MO,Other,429,17175,38.7273667,-93.2852073,0.02497816593886463 +Phelps MO,Democrat,5798,18190,37.8663263,-91.7903492,0.31874656404617924 +Phelps MO,Republican,11895,18190,37.8663263,-91.7903492,0.6539307311709731 +Phelps MO,Other,497,18190,37.8663263,-91.7903492,0.027322704782847717 +Pike MO,Democrat,2582,7321,39.3399592,-91.1716071,0.35268405955470566 +Pike MO,Republican,4577,7321,39.3399592,-91.1716071,0.6251878158721487 +Pike MO,Other,162,7321,39.3399592,-91.1716071,0.022128124573145745 +Platte MO,Democrat,19175,45552,39.3786957,-94.7614717,0.4209474885844749 +Platte MO,Republican,25618,45552,39.3786957,-94.7614717,0.5623902353354409 +Platte MO,Other,759,45552,39.3786957,-94.7614717,0.0166622760800843 +Polk MO,Democrat,3580,13119,37.6167611,-93.4008166,0.2728866529461087 +Polk MO,Republican,9252,13119,37.6167611,-93.4008166,0.7052366796249714 +Polk MO,Other,287,13119,37.6167611,-93.4008166,0.021876667428919888 +Pulaski MO,Democrat,4199,13571,37.8248346,-92.2070224,0.3094097708348685 +Pulaski MO,Republican,9092,13571,37.8248346,-92.2070224,0.6699579986736424 +Pulaski MO,Other,280,13571,37.8248346,-92.2070224,0.020632230491489205 +Putnam MO,Democrat,587,2309,40.4786055,-93.0145314,0.25422260718925943 +Putnam MO,Republican,1673,2309,40.4786055,-93.0145314,0.7245560848852317 +Putnam MO,Other,49,2309,40.4786055,-93.0145314,0.02122130792550888 +Ralls MO,Democrat,1736,5036,39.5534554,-91.5247867,0.34471803018268465 +Ralls MO,Republican,3231,5036,39.5534554,-91.5247867,0.6415806195393169 +Ralls MO,Other,69,5036,39.5534554,-91.5247867,0.013701350277998412 +Randolph MO,Democrat,3031,9944,39.4392486,-92.4929595,0.30480691874497184 +Randolph MO,Republican,6667,9944,39.4392486,-92.4929595,0.6704545454545454 +Randolph MO,Other,246,9944,39.4392486,-92.4929595,0.024738535800482703 +Ray MO,Democrat,4275,10367,39.3084005,-93.9957462,0.4123661618597473 +Ray MO,Republican,5815,10367,39.3084005,-93.9957462,0.5609144400501591 +Ray MO,Other,277,10367,39.3084005,-93.9957462,0.026719398090093566 +Reynolds MO,Democrat,1157,3202,37.3664637,-90.9722821,0.3613366645846346 +Reynolds MO,Republican,1931,3202,37.3664637,-90.9722821,0.6030605871330419 +Reynolds MO,Other,114,3202,37.3664637,-90.9722821,0.03560274828232355 +Ripley MO,Democrat,1396,5263,36.6501703,-90.874834,0.26524795743872315 +Ripley MO,Republican,3743,5263,36.6501703,-90.874834,0.7111913357400722 +Ripley MO,Other,124,5263,36.6501703,-90.874834,0.023560706821204636 +Saline MO,Democrat,3790,9108,39.1358403,-93.2041639,0.41611769872639437 +Saline MO,Republican,5104,9108,39.1358403,-93.2041639,0.5603864734299517 +Saline MO,Other,214,9108,39.1358403,-93.2041639,0.023495827843653932 +Schuyler MO,Democrat,697,1939,40.4693611,-92.5190156,0.3594636410520887 +Schuyler MO,Republican,1174,1939,40.4693611,-92.5190156,0.6054667354306343 +Schuyler MO,Other,68,1939,40.4693611,-92.5190156,0.035069623517276945 +Scotland MO,Democrat,643,1936,40.4476855,-92.1428235,0.33212809917355374 +Scotland MO,Republican,1246,1936,40.4476855,-92.1428235,0.643595041322314 +Scotland MO,Other,47,1936,40.4476855,-92.1428235,0.02427685950413223 +Scott MO,Democrat,5122,16999,37.0477927,-89.5680975,0.3013118418730514 +Scott MO,Republican,11623,16999,37.0477927,-89.5680975,0.6837461027119243 +Scott MO,Other,254,16999,37.0477927,-89.5680975,0.014942055415024413 +Shannon MO,Democrat,1302,3692,37.1524984,-91.3913284,0.35265438786565545 +Shannon MO,Republican,2262,3692,37.1524984,-91.3913284,0.6126760563380281 +Shannon MO,Other,128,3692,37.1524984,-91.3913284,0.03466955579631636 +Shelby MO,Democrat,966,3232,39.7975309,-92.0887194,0.2988861386138614 +Shelby MO,Republican,2188,3232,39.7975309,-92.0887194,0.676980198019802 +Shelby MO,Other,78,3232,39.7975309,-92.0887194,0.024133663366336634 +Stoddard MO,Democrat,3153,12866,36.8515565,-89.9474812,0.2450645111145655 +Stoddard MO,Republican,9496,12866,36.8515565,-89.9474812,0.7380693300170993 +Stoddard MO,Other,217,12866,36.8515565,-89.9474812,0.016866158868335146 +Stone MO,Democrat,3923,15984,36.751004,-93.4737009,0.24543293293293295 +Stone MO,Republican,11787,15984,36.751004,-93.4737009,0.737424924924925 +Stone MO,Other,274,15984,36.751004,-93.4737009,0.01714214214214214 +Sullivan MO,Democrat,908,2595,40.209587,-93.1097826,0.34990366088631986 +Sullivan MO,Republican,1610,2595,40.209587,-93.1097826,0.6204238921001927 +Sullivan MO,Other,77,2595,40.209587,-93.1097826,0.029672447013487476 +Taney MO,Democrat,5479,21659,36.6498267,-93.0428188,0.2529664342767441 +Taney MO,Republican,15746,21659,36.6498267,-93.0428188,0.7269957061729535 +Taney MO,Other,434,21659,36.6498267,-93.0428188,0.020037859550302416 +Texas MO,Democrat,2871,10764,37.3142565,-91.9644783,0.26672240802675584 +Texas MO,Republican,7618,10764,37.3142565,-91.9644783,0.7077294685990339 +Texas MO,Other,275,10764,37.3142565,-91.9644783,0.025548123374210332 +Vernon MO,Democrat,2580,8521,37.8501957,-94.3415972,0.30278136368970776 +Vernon MO,Republican,5758,8521,37.8501957,-94.3415972,0.6757422837695106 +Vernon MO,Other,183,8521,37.8501957,-94.3415972,0.021476352540781597 +Warren MO,Democrat,5219,14676,38.761902,-91.1593065,0.3556146088852548 +Warren MO,Republican,9150,14676,38.761902,-91.1593065,0.6234668847097302 +Warren MO,Other,307,14676,38.761902,-91.1593065,0.02091850640501499 +Washington MO,Democrat,3417,8695,37.9426107,-90.8970179,0.39298447383553764 +Washington MO,Republican,5071,8695,37.9426107,-90.8970179,0.5832087406555492 +Washington MO,Other,207,8695,37.9426107,-90.8970179,0.02380678550891317 +Wayne MO,Democrat,1813,5720,37.1110737,-90.4539307,0.31695804195804195 +Wayne MO,Republican,3790,5720,37.1110737,-90.4539307,0.6625874125874126 +Wayne MO,Other,117,5720,37.1110737,-90.4539307,0.020454545454545454 +Webster MO,Democrat,4409,15429,37.2808043,-92.8760795,0.2857605807246095 +Webster MO,Republican,10708,15429,37.2808043,-92.8760795,0.6940177587659602 +Webster MO,Other,312,15429,37.2808043,-92.8760795,0.020221660509430292 +Worth MO,Democrat,341,1048,40.4804994,-94.4191982,0.32538167938931295 +Worth MO,Republican,664,1048,40.4804994,-94.4191982,0.6335877862595419 +Worth MO,Other,43,1048,40.4804994,-94.4191982,0.04103053435114504 +Wright MO,Democrat,1953,7955,37.2676331,-92.479989,0.24550597108736644 +Wright MO,Republican,5830,7955,37.2676331,-92.479989,0.732872407291012 +Wright MO,Other,172,7955,37.2676331,-92.479989,0.021621621621621623 +Beaverhead MT,Democrat,1371,4812,45.1338633,-112.8928694,0.28491271820448877 +Beaverhead MT,Republican,3289,4812,45.1338633,-112.8928694,0.6834995843724023 +Beaverhead MT,Other,152,4812,45.1338633,-112.8928694,0.03158769742310889 +Blaine MT,Democrat,1616,2859,48.4282823,-108.9676475,0.565232598810773 +Blaine MT,Republican,1178,2859,48.4282823,-108.9676475,0.4120321790835957 +Blaine MT,Other,65,2859,48.4282823,-108.9676475,0.02273522210563134 +Broadwater MT,Democrat,764,3011,46.3298486,-111.4978728,0.2537363002324809 +Broadwater MT,Republican,2152,3011,46.3298486,-111.4978728,0.7147127200265693 +Broadwater MT,Other,95,3011,46.3298486,-111.4978728,0.03155097974094985 +Carbon MT,Democrat,2146,5846,45.2244683,-109.0285543,0.3670886075949367 +Carbon MT,Republican,3533,5846,45.2244683,-109.0285543,0.6043448511802942 +Carbon MT,Other,167,5846,45.2244683,-109.0285543,0.028566541224769072 +Carter MT,Democrat,96,794,45.5168247,-104.5153243,0.12090680100755667 +Carter MT,Republican,678,794,45.5168247,-104.5153243,0.853904282115869 +Carter MT,Other,20,794,45.5168247,-104.5153243,0.02518891687657431 +Cascade MT,Democrat,15232,34564,47.3165751,-111.3502622,0.4406897349843768 +Cascade MT,Republican,18345,34564,47.3165751,-111.3502622,0.5307545422983451 +Cascade MT,Other,987,34564,47.3165751,-111.3502622,0.028555722717278093 +Chouteau MT,Democrat,978,2821,47.8868343,-110.4362004,0.3466855724920241 +Chouteau MT,Republican,1758,2821,47.8868343,-110.4362004,0.6231832683445586 +Chouteau MT,Other,85,2821,47.8868343,-110.4362004,0.03013115916341723 +Custer MT,Democrat,1833,5365,46.2614136,-105.5503521,0.34165890027958995 +Custer MT,Republican,3373,5365,46.2614136,-105.5503521,0.6287045666356011 +Custer MT,Other,159,5365,46.2614136,-105.5503521,0.029636533084808948 +Daniels MT,Democrat,237,1007,48.794429,-105.5417385,0.23535253227408143 +Daniels MT,Republican,740,1007,48.794429,-105.5417385,0.7348560079443893 +Daniels MT,Other,30,1007,48.794429,-105.5417385,0.029791459781529295 +Dawson MT,Democrat,1219,4423,47.2661301,-104.8982713,0.275604793126837 +Dawson MT,Republican,3029,4423,47.2661301,-104.8982713,0.6848293013791544 +Dawson MT,Other,175,4423,47.2661301,-104.8982713,0.03956590549400859 +Fallon MT,Democrat,237,1405,46.3181841,-104.4057182,0.1686832740213523 +Fallon MT,Republican,1128,1405,46.3181841,-104.4057182,0.802846975088968 +Fallon MT,Other,40,1405,46.3181841,-104.4057182,0.028469750889679714 +Fergus MT,Democrat,1640,6071,47.2252211,-109.2321376,0.2701367155328611 +Fergus MT,Republican,4257,6071,47.2252211,-109.2321376,0.7012024378191402 +Fergus MT,Other,174,6071,47.2252211,-109.2321376,0.028660846647998683 +Flathead MT,Democrat,13892,43476,48.3146779,-114.0542951,0.3195326156960162 +Flathead MT,Republican,28309,43476,48.3146779,-114.0542951,0.6511408593246849 +Flathead MT,Other,1275,43476,48.3146779,-114.0542951,0.029326524979298923 +Gallatin MT,Democrat,21961,47882,45.5180536,-111.1639214,0.45864834384528635 +Gallatin MT,Republican,24358,47882,45.5180536,-111.1639214,0.5087089094022806 +Gallatin MT,Other,1563,47882,45.5180536,-111.1639214,0.03264274675243307 +Garfield MT,Democrat,66,700,47.2671843,-106.9959912,0.09428571428571429 +Garfield MT,Republican,622,700,47.2671843,-106.9959912,0.8885714285714286 +Garfield MT,Other,12,700,47.2671843,-106.9959912,0.017142857142857144 +Glacier MT,Democrat,2924,4452,48.7056706,-112.9905023,0.6567834681042228 +Glacier MT,Republican,1415,4452,48.7056706,-112.9905023,0.31783468104222823 +Glacier MT,Other,113,4452,48.7056706,-112.9905023,0.025381850853548965 +Granite MT,Democrat,533,1705,46.3959554,-113.4273564,0.3126099706744868 +Granite MT,Republican,1107,1705,46.3959554,-113.4273564,0.649266862170088 +Granite MT,Other,65,1705,46.3959554,-113.4273564,0.03812316715542522 +Hill MT,Democrat,3403,6820,48.6319595,-110.106321,0.49897360703812316 +Hill MT,Republican,3164,6820,48.6319595,-110.106321,0.46392961876832844 +Hill MT,Other,253,6820,48.6319595,-110.106321,0.037096774193548385 +Jefferson MT,Democrat,2272,6520,46.1242317,-112.0594284,0.34846625766871164 +Jefferson MT,Republican,4055,6520,46.1242317,-112.0594284,0.6219325153374233 +Jefferson MT,Other,193,6520,46.1242317,-112.0594284,0.02960122699386503 +Lake MT,Democrat,5805,13304,47.6429007,-114.0836866,0.4363349368610944 +Lake MT,Republican,7135,13304,47.6429007,-114.0836866,0.5363048707155743 +Lake MT,Other,364,13304,47.6429007,-114.0836866,0.02736019242333133 +Liberty MT,Democrat,257,988,48.5596541,-111.0369242,0.2601214574898785 +Liberty MT,Republican,702,988,48.5596541,-111.0369242,0.7105263157894737 +Liberty MT,Other,29,988,48.5596541,-111.0369242,0.029352226720647773 +Lincoln MT,Democrat,2552,8889,48.5523847,-115.4631849,0.2870964112948588 +Lincoln MT,Republican,6057,8889,48.5523847,-115.4631849,0.6814039824502194 +Lincoln MT,Other,280,8889,48.5523847,-115.4631849,0.03149960625492181 +Madison MT,Democrat,1289,4530,45.3252895,-111.9137914,0.28454746136865344 +Madison MT,Republican,3130,4530,45.3252895,-111.9137914,0.6909492273730684 +Madison MT,Other,111,4530,45.3252895,-111.9137914,0.024503311258278145 +Meagher MT,Democrat,269,972,46.5856996,-110.9217396,0.2767489711934156 +Meagher MT,Republican,670,972,46.5856996,-110.9217396,0.6893004115226338 +Meagher MT,Other,33,972,46.5856996,-110.9217396,0.033950617283950615 +Mineral MT,Democrat,700,2017,47.1519417,-115.0656272,0.34705007436787305 +Mineral MT,Republican,1216,2017,47.1519417,-115.0656272,0.6028755577590481 +Mineral MT,Other,101,2017,47.1519417,-115.0656272,0.05007436787307883 +Missoula MT,Democrat,32824,57192,47.0272632,-113.8926911,0.5739264232759826 +Missoula MT,Republican,22652,57192,47.0272632,-113.8926911,0.39606938033291367 +Missoula MT,Other,1716,57192,47.0272632,-113.8926911,0.03000419639110365 +Musselshell MT,Democrat,492,2407,46.5052807,-108.4397631,0.2044038221852929 +Musselshell MT,Republican,1833,2407,46.5052807,-108.4397631,0.7615288741171583 +Musselshell MT,Other,82,2407,46.5052807,-108.4397631,0.03406730369754882 +Park MT,Democrat,3783,8768,45.4214291,-110.5327601,0.4314552919708029 +Park MT,Republican,4709,8768,45.4214291,-110.5327601,0.537066605839416 +Park MT,Other,276,8768,45.4214291,-110.5327601,0.031478102189781025 +Petroleum MT,Democrat,49,298,47.1419168,-108.2265753,0.1644295302013423 +Petroleum MT,Republican,240,298,47.1419168,-108.2265753,0.8053691275167785 +Petroleum MT,Other,9,298,47.1419168,-108.2265753,0.030201342281879196 +Phillips MT,Democrat,471,2228,48.2501432,-107.9288973,0.2114003590664273 +Phillips MT,Republican,1688,2228,48.2501432,-107.9288973,0.7576301615798923 +Phillips MT,Other,69,2228,48.2501432,-107.9288973,0.03096947935368043 +Pondera MT,Democrat,975,2719,48.2286037,-112.2207612,0.35858771607208534 +Pondera MT,Republican,1673,2719,48.2286037,-112.2207612,0.6152997425524089 +Pondera MT,Other,71,2719,48.2286037,-112.2207612,0.0261125413755057 +Powell MT,Democrat,888,2776,46.8442254,-112.9310998,0.31988472622478387 +Powell MT,Republican,1806,2776,46.8442254,-112.9310998,0.6505763688760807 +Powell MT,Other,82,2776,46.8442254,-112.9310998,0.029538904899135448 +Prairie MT,Democrat,167,703,46.8123837,-105.5039937,0.2375533428165007 +Prairie MT,Republican,520,703,46.8123837,-105.5039937,0.7396870554765291 +Prairie MT,Other,16,703,46.8123837,-105.5039937,0.02275960170697013 +Ravalli MT,Democrat,7285,22206,46.0777441,-114.105795,0.3280644870755652 +Ravalli MT,Republican,14307,22206,46.0777441,-114.105795,0.6442853282896515 +Ravalli MT,Other,614,22206,46.0777441,-114.105795,0.02765018463478339 +Richland MT,Democrat,1002,4645,47.785633,-104.5634082,0.21571582346609258 +Richland MT,Republican,3510,4645,47.785633,-104.5634082,0.7556512378902045 +Richland MT,Other,133,4645,47.785633,-104.5634082,0.028632938643702907 +Roosevelt MT,Democrat,2086,3672,48.2827471,-104.9951698,0.568082788671024 +Roosevelt MT,Republican,1514,3672,48.2827471,-104.9951698,0.41230936819172115 +Roosevelt MT,Other,72,3672,48.2827471,-104.9951698,0.0196078431372549 +Rosebud MT,Democrat,1422,3523,46.1732331,-106.6667462,0.4036332671019018 +Rosebud MT,Republican,2004,3523,46.1732331,-106.6667462,0.5688333806414987 +Rosebud MT,Other,97,3523,46.1732331,-106.6667462,0.02753335225659949 +Sanders MT,Democrat,1720,5901,47.7564968,-115.1803062,0.29147602101338754 +Sanders MT,Republican,3980,5901,47.7564968,-115.1803062,0.6744619556007456 +Sanders MT,Other,201,5901,47.7564968,-115.1803062,0.0340620233858668 +Sheridan MT,Democrat,665,1928,48.7055228,-104.5339129,0.3449170124481328 +Sheridan MT,Republican,1207,1928,48.7055228,-104.5339129,0.6260373443983402 +Sheridan MT,Other,56,1928,48.7055228,-104.5339129,0.029045643153526972 +Stillwater MT,Democrat,1248,4702,45.6585447,-109.3815759,0.2654189706507869 +Stillwater MT,Republican,3337,4702,45.6585447,-109.3815759,0.7096980008507018 +Stillwater MT,Other,117,4702,45.6585447,-109.3815759,0.024883028498511272 +Teton MT,Democrat,1082,3281,47.8190352,-112.2817249,0.3297775068576653 +Teton MT,Republican,2113,3281,47.8190352,-112.2817249,0.6440109722645535 +Teton MT,Other,86,3281,47.8190352,-112.2817249,0.026211520877781166 +Toole MT,Democrat,582,2102,48.6451246,-111.7334723,0.2768791627021884 +Toole MT,Republican,1440,2102,48.6451246,-111.7334723,0.6850618458610847 +Toole MT,Other,80,2102,48.6451246,-111.7334723,0.038058991436726926 +Treasure MT,Democrat,114,455,46.2294408,-107.2857723,0.25054945054945055 +Treasure MT,Republican,319,455,46.2294408,-107.2857723,0.701098901098901 +Treasure MT,Other,22,455,46.2294408,-107.2857723,0.04835164835164835 +Valley MT,Democrat,1385,3859,48.3498496,-106.6704238,0.35890126975900494 +Valley MT,Republican,2337,3859,48.3498496,-106.6704238,0.6055973050012957 +Valley MT,Other,137,3859,48.3498496,-106.6704238,0.0355014252396994 +Wheatland MT,Democrat,272,992,46.4970466,-109.8571467,0.27419354838709675 +Wheatland MT,Republican,693,992,46.4970466,-109.8571467,0.6985887096774194 +Wheatland MT,Other,27,992,46.4970466,-109.8571467,0.02721774193548387 +Wibaux MT,Democrat,98,544,46.9629657,-104.2745184,0.1801470588235294 +Wibaux MT,Republican,421,544,46.9629657,-104.2745184,0.7738970588235294 +Wibaux MT,Other,25,544,46.9629657,-104.2745184,0.04595588235294118 +Yellowstone MT,Democrat,26403,68807,45.9369867,-108.2766564,0.3837254930457657 +Yellowstone MT,Republican,40500,68807,45.9369867,-108.2766564,0.5886029037743253 +Yellowstone MT,Other,1904,68807,45.9369867,-108.2766564,0.02767160317990902 +Adams NE,Democrat,4062,12670,40.5206322,-98.5000441,0.3205998421468035 +Adams NE,Republican,8316,12670,40.5206322,-98.5000441,0.656353591160221 +Adams NE,Other,292,12670,40.5206322,-98.5000441,0.023046566692975532 +Antelope NE,Democrat,571,3232,42.1832253,-98.0580367,0.1766707920792079 +Antelope NE,Republican,2596,3232,42.1832253,-98.0580367,0.8032178217821783 +Antelope NE,Other,65,3232,42.1832253,-98.0580367,0.020111386138613862 +Arthur NE,Democrat,30,262,41.5719297,-101.6959166,0.11450381679389313 +Arthur NE,Republican,227,262,41.5719297,-101.6959166,0.8664122137404581 +Arthur NE,Other,5,262,41.5719297,-101.6959166,0.019083969465648856 +Banner NE,Democrat,55,411,41.5397495,-103.7262626,0.13381995133819952 +Banner NE,Republican,346,411,41.5397495,-103.7262626,0.8418491484184915 +Banner NE,Other,10,411,41.5397495,-103.7262626,0.024330900243309004 +Blaine NE,Democrat,29,303,41.931945,-99.9964074,0.09570957095709572 +Blaine NE,Republican,268,303,41.931945,-99.9964074,0.8844884488448845 +Blaine NE,Other,6,303,41.931945,-99.9964074,0.019801980198019802 +Boone NE,Democrat,615,2806,41.7039345,-98.0704764,0.21917320028510334 +Boone NE,Republican,2138,2806,41.7039345,-98.0704764,0.7619387027797576 +Boone NE,Other,53,2806,41.7039345,-98.0704764,0.018888096935138987 +Boyd NE,Democrat,188,1071,42.8944477,-98.7730221,0.17553688141923435 +Boyd NE,Republican,873,1071,42.8944477,-98.7730221,0.8151260504201681 +Boyd NE,Other,10,1071,42.8944477,-98.7730221,0.009337068160597572 +Brown NE,Democrat,224,1555,42.3595618,-99.9239198,0.1440514469453376 +Brown NE,Republican,1302,1555,42.3595618,-99.9239198,0.8372990353697749 +Brown NE,Other,29,1555,42.3595618,-99.9239198,0.01864951768488746 +Buffalo NE,Democrat,5365,19453,40.855226,-99.0749833,0.275792936822084 +Buffalo NE,Republican,13570,19453,40.855226,-99.0749833,0.6975787796226803 +Buffalo NE,Other,518,19453,40.855226,-99.0749833,0.026628283555235697 +Burt NE,Democrat,1291,3375,41.8541794,-96.3377462,0.38251851851851854 +Burt NE,Republican,2029,3375,41.8541794,-96.3377462,0.6011851851851852 +Burt NE,Other,55,3375,41.8541794,-96.3377462,0.016296296296296295 +Butler NE,Democrat,1045,3859,41.2260724,-97.1320395,0.2707955428867582 +Butler NE,Republican,2738,3859,41.2260724,-97.1320395,0.7095102358123866 +Butler NE,Other,76,3859,41.2260724,-97.1320395,0.019694221300855144 +Cass NE,Democrat,4367,12180,40.9098778,-96.1406086,0.35853858784893267 +Cass NE,Republican,7556,12180,40.9098778,-96.1406086,0.6203612479474548 +Cass NE,Other,257,12180,40.9098778,-96.1406086,0.02110016420361248 +Cedar NE,Democrat,958,4334,42.6045604,-97.2568696,0.22104291647438856 +Cedar NE,Republican,3278,4334,42.6045604,-97.2568696,0.7563451776649747 +Cedar NE,Other,98,4334,42.6045604,-97.2568696,0.022611905860636824 +Chase NE,Democrat,254,1867,40.5303903,-101.6941918,0.13604713444027852 +Chase NE,Republican,1584,1867,40.5303903,-101.6941918,0.8484199250133905 +Chase NE,Other,29,1867,40.5303903,-101.6941918,0.015532940546331012 +Cherry NE,Democrat,436,3064,42.571323,-101.0476532,0.1422976501305483 +Cherry NE,Republican,2557,3064,42.571323,-101.0476532,0.8345300261096605 +Cherry NE,Other,71,3064,42.571323,-101.0476532,0.023172323759791124 +Cheyenne NE,Democrat,1084,4649,41.2142358,-103.0119289,0.23316842331684234 +Cheyenne NE,Republican,3449,4649,41.2142358,-103.0119289,0.7418799741879974 +Cheyenne NE,Other,116,4649,41.2142358,-103.0119289,0.02495160249516025 +Clay NE,Democrat,667,2947,40.5236693,-98.0508585,0.22633186291143537 +Clay NE,Republican,2232,2947,40.5236693,-98.0508585,0.7573803868340685 +Clay NE,Other,48,2947,40.5236693,-98.0508585,0.016287750254496098 +Colfax NE,Democrat,969,3069,41.57496,-97.0889449,0.31573802541544477 +Colfax NE,Republican,2051,3069,41.57496,-97.0889449,0.6682958618442489 +Colfax NE,Other,49,3069,41.57496,-97.0889449,0.01596611274030629 +Cuming NE,Democrat,1031,3976,41.9158651,-96.7885168,0.2593058350100604 +Cuming NE,Republican,2876,3976,41.9158651,-96.7885168,0.7233400402414487 +Cuming NE,Other,69,3976,41.9158651,-96.7885168,0.017354124748490945 +Custer NE,Democrat,1083,5498,41.3938927,-99.7268662,0.19698072026191343 +Custer NE,Republican,4296,5498,41.3938927,-99.7268662,0.7813750454710804 +Custer NE,Other,119,5498,41.3938927,-99.7268662,0.021644234267006183 +Dakota NE,Democrat,2922,6136,42.3916449,-96.5613555,0.4762059973924381 +Dakota NE,Republican,3094,6136,42.3916449,-96.5613555,0.5042372881355932 +Dakota NE,Other,120,6136,42.3916449,-96.5613555,0.01955671447196871 +Dawes NE,Democrat,1132,3728,42.7112144,-103.1348721,0.30364806866952787 +Dawes NE,Republican,2478,3728,42.7112144,-103.1348721,0.6646995708154506 +Dawes NE,Other,118,3728,42.7112144,-103.1348721,0.03165236051502146 +Dawson NE,Democrat,2199,7859,40.8673784,-99.8151537,0.27980659116935996 +Dawson NE,Republican,5460,7859,40.8673784,-99.8151537,0.6947448784832676 +Dawson NE,Other,200,7859,40.8673784,-99.8151537,0.02544853034737244 +Deuel NE,Democrat,215,1017,41.1119026,-102.332609,0.21140609636184857 +Deuel NE,Republican,763,1017,41.1119026,-102.332609,0.7502458210422812 +Deuel NE,Other,39,1017,41.1119026,-102.332609,0.038348082595870206 +Dixon NE,Democrat,870,2686,42.4852801,-96.8558616,0.3239017125837677 +Dixon NE,Republican,1745,2686,42.4852801,-96.8558616,0.6496649292628444 +Dixon NE,Other,71,2686,42.4852801,-96.8558616,0.02643335815338794 +Dodge NE,Democrat,5673,14950,41.5770082,-96.6458526,0.3794648829431438 +Dodge NE,Republican,8995,14950,41.5770082,-96.6458526,0.6016722408026756 +Dodge NE,Other,282,14950,41.5770082,-96.6458526,0.0188628762541806 +Douglas NE,Democrat,106456,223927,41.2970908,-96.1540664,0.4754049310712866 +Douglas NE,Republican,113220,223927,41.2970908,-96.1540664,0.5056112036511899 +Douglas NE,Other,4251,223927,41.2970908,-96.1540664,0.01898386527752348 +Dundy NE,Democrat,176,985,40.180165,-101.6811327,0.17868020304568527 +Dundy NE,Republican,792,985,40.180165,-101.6811327,0.8040609137055837 +Dundy NE,Other,17,985,40.180165,-101.6811327,0.017258883248730966 +Fillmore NE,Democrat,807,2879,40.5250399,-97.5967053,0.2803056616880861 +Fillmore NE,Republican,2007,2879,40.5250399,-97.5967053,0.6971170545328239 +Fillmore NE,Other,65,2879,40.5250399,-97.5967053,0.022577283779089963 +Franklin NE,Democrat,384,1536,40.1832031,-98.96208,0.25 +Franklin NE,Republican,1112,1536,40.1832031,-98.96208,0.7239583333333334 +Franklin NE,Other,40,1536,40.1832031,-98.96208,0.026041666666666668 +Frontier NE,Democrat,271,1305,40.5309469,-100.4066834,0.20766283524904214 +Frontier NE,Republican,1007,1305,40.5309469,-100.4066834,0.7716475095785441 +Frontier NE,Other,27,1305,40.5309469,-100.4066834,0.020689655172413793 +Furnas NE,Democrat,423,2240,40.191865,-99.9096631,0.1888392857142857 +Furnas NE,Republican,1782,2240,40.191865,-99.9096631,0.7955357142857142 +Furnas NE,Other,35,2240,40.191865,-99.9096631,0.015625 +Gage NE,Democrat,3903,9661,40.2552337,-96.6834528,0.40399544560604495 +Gage NE,Republican,5513,9661,40.2552337,-96.6834528,0.5706448607804575 +Gage NE,Other,245,9661,40.2552337,-96.6834528,0.025359693613497568 +Garden NE,Democrat,242,1091,41.6333638,-102.3029845,0.22181484876260313 +Garden NE,Republican,829,1091,41.6333638,-102.3029845,0.7598533455545371 +Garden NE,Other,20,1091,41.6333638,-102.3029845,0.01833180568285976 +Garfield NE,Democrat,149,940,41.9068675,-98.951231,0.15851063829787235 +Garfield NE,Republican,769,940,41.9068675,-98.951231,0.8180851063829787 +Garfield NE,Other,22,940,41.9068675,-98.951231,0.023404255319148935 +Gosper NE,Democrat,230,978,40.5090947,-99.8232058,0.23517382413087934 +Gosper NE,Republican,734,978,40.5090947,-99.8232058,0.7505112474437627 +Gosper NE,Other,14,978,40.5090947,-99.8232058,0.014314928425357873 +Grant NE,Democrat,30,363,41.9139574,-101.7559645,0.08264462809917356 +Grant NE,Republican,322,363,41.9139574,-101.7559645,0.8870523415977961 +Grant NE,Other,11,363,41.9139574,-101.7559645,0.030303030303030304 +Greeley NE,Democrat,340,1185,41.5675715,-98.5305655,0.2869198312236287 +Greeley NE,Republican,820,1185,41.5675715,-98.5305655,0.6919831223628692 +Greeley NE,Other,25,1185,41.5675715,-98.5305655,0.02109704641350211 +Hall NE,Democrat,7161,20229,40.8660265,-98.5026645,0.3539967373572594 +Hall NE,Republican,12646,20229,40.8660265,-98.5026645,0.6251421226951407 +Hall NE,Other,422,20229,40.8660265,-98.5026645,0.020861139947599982 +Hamilton NE,Democrat,1146,4871,40.8728173,-98.0223294,0.23526996509956888 +Hamilton NE,Republican,3600,4871,40.8728173,-98.0223294,0.739067953192363 +Hamilton NE,Other,125,4871,40.8728173,-98.0223294,0.02566208170806816 +Harlan NE,Democrat,354,1778,40.1787663,-99.4034177,0.19910011248593926 +Harlan NE,Republican,1395,1778,40.1787663,-99.4034177,0.7845894263217098 +Harlan NE,Other,29,1778,40.1787663,-99.4034177,0.016310461192350956 +Hayes NE,Democrat,51,539,40.5372337,-101.0479627,0.09461966604823747 +Hayes NE,Republican,476,539,40.5372337,-101.0479627,0.8831168831168831 +Hayes NE,Other,12,539,40.5372337,-101.0479627,0.022263450834879406 +Hitchcock NE,Democrat,274,1495,40.1768964,-101.044217,0.18327759197324414 +Hitchcock NE,Republican,1178,1495,40.1768964,-101.044217,0.7879598662207358 +Hitchcock NE,Other,43,1495,40.1768964,-101.044217,0.028762541806020066 +Holt NE,Democrat,882,4939,42.4592867,-98.7847662,0.17857865964770198 +Holt NE,Republican,3922,4939,42.4592867,-98.7847662,0.7940878720388743 +Holt NE,Other,135,4939,42.4592867,-98.7847662,0.02733346831342377 +Hooker NE,Democrat,59,395,41.920317,-101.117324,0.14936708860759493 +Hooker NE,Republican,330,395,41.920317,-101.117324,0.8354430379746836 +Hooker NE,Other,6,395,41.920317,-101.117324,0.015189873417721518 +Howard NE,Democrat,914,2870,41.2168513,-98.5133417,0.3184668989547038 +Howard NE,Republican,1890,2870,41.2168513,-98.5133417,0.6585365853658537 +Howard NE,Other,66,2870,41.2168513,-98.5133417,0.022996515679442508 +Jefferson NE,Democrat,1195,3446,40.1757356,-97.1431027,0.3467788740568775 +Jefferson NE,Republican,2166,3446,40.1757356,-97.1431027,0.628554846198491 +Jefferson NE,Other,85,3446,40.1757356,-97.1431027,0.024666279744631456 +Johnson NE,Democrat,790,2063,40.3950099,-96.2653668,0.3829374697043141 +Johnson NE,Republican,1225,2063,40.3950099,-96.2653668,0.5937954435288415 +Johnson NE,Other,48,2063,40.3950099,-96.2653668,0.0232670867668444 +Kearney NE,Democrat,773,3180,40.5091198,-98.9476019,0.2430817610062893 +Kearney NE,Republican,2349,3180,40.5091198,-98.9476019,0.7386792452830189 +Kearney NE,Other,58,3180,40.5091198,-98.9476019,0.018238993710691823 +Keith NE,Democrat,928,4058,41.1942448,-101.6444493,0.22868408082799407 +Keith NE,Republican,3044,4058,41.1942448,-101.6444493,0.7501232134056185 +Keith NE,Other,86,4058,41.1942448,-101.6444493,0.021192705766387383 +Kimball NE,Democrat,395,1687,41.1992736,-103.7031528,0.23414344991108477 +Kimball NE,Republican,1235,1687,41.1992736,-103.7031528,0.7320687611144042 +Kimball NE,Other,57,1687,41.1992736,-103.7031528,0.033787788974510964 +Knox NE,Democrat,1059,4036,42.6344045,-97.8913492,0.26238850346878095 +Knox NE,Republican,2885,4036,42.6344045,-97.8913492,0.714816650148662 +Knox NE,Other,92,4036,42.6344045,-97.8913492,0.022794846382556987 +Lancaster NE,Democrat,62015,127355,40.7835474,-96.6886584,0.48694593851831497 +Lancaster NE,Republican,62434,127355,40.7835474,-96.6886584,0.4902359546150524 +Lancaster NE,Other,2906,127355,40.7835474,-96.6886584,0.022818106866632642 +Lincoln NE,Democrat,4450,15655,41.0503221,-100.7444808,0.28425423187480037 +Lincoln NE,Republican,10728,15655,41.0503221,-100.7444808,0.6852762695624401 +Lincoln NE,Other,477,15655,41.0503221,-100.7444808,0.030469498562759503 +Logan NE,Democrat,68,431,41.5421555,-100.4436647,0.15777262180974477 +Logan NE,Republican,356,431,41.5421555,-100.4436647,0.8259860788863109 +Logan NE,Other,7,431,41.5421555,-100.4436647,0.016241299303944315 +Loup NE,Democrat,62,358,41.9031834,-99.5098521,0.17318435754189945 +Loup NE,Republican,290,358,41.9031834,-99.5098521,0.8100558659217877 +Loup NE,Other,6,358,41.9031834,-99.5098521,0.01675977653631285 +Madison NE,Democrat,3485,13885,41.9099293,-97.6068564,0.25099027727763773 +Madison NE,Republican,10062,13885,41.9099293,-97.6068564,0.7246669067338855 +Madison NE,Other,338,13885,41.9099293,-97.6068564,0.024342815988476773 +Merrick NE,Democrat,925,3489,41.1697896,-98.0310573,0.26511894525652047 +Merrick NE,Republican,2490,3489,41.1697896,-98.0310573,0.7136715391229579 +Merrick NE,Other,74,3489,41.1697896,-98.0310573,0.02120951562052164 +Morrill NE,Democrat,455,2190,41.7322039,-102.9905936,0.20776255707762556 +Morrill NE,Republican,1681,2190,41.7322039,-102.9905936,0.7675799086757991 +Morrill NE,Other,54,2190,41.7322039,-102.9905936,0.024657534246575342 +Nance NE,Democrat,481,1621,41.4023855,-97.9914083,0.29673041332510797 +Nance NE,Republican,1106,1621,41.4023855,-97.9914083,0.6822948797038865 +Nance NE,Other,34,1621,41.4023855,-97.9914083,0.020974706971005553 +Nemaha NE,Democrat,1128,3214,40.3873891,-95.8527214,0.3509645301804605 +Nemaha NE,Republican,2012,3214,40.3873891,-95.8527214,0.6260112009956441 +Nemaha NE,Other,74,3214,40.3873891,-95.8527214,0.023024268823895456 +Nuckolls NE,Democrat,568,2191,40.1764918,-98.0468422,0.25924235508900045 +Nuckolls NE,Republican,1574,2191,40.1764918,-98.0468422,0.7183934276586034 +Nuckolls NE,Other,49,2191,40.1764918,-98.0468422,0.022364217252396165 +Otoe NE,Democrat,2561,6982,40.6379916,-96.1310274,0.3668003437410484 +Otoe NE,Republican,4258,6982,40.6379916,-96.1310274,0.6098539100544257 +Otoe NE,Other,163,6982,40.6379916,-96.1310274,0.023345746204525925 +Pawnee NE,Democrat,400,1341,40.1378496,-96.2452254,0.29828486204325133 +Pawnee NE,Republican,899,1341,40.1378496,-96.2452254,0.6703952274422073 +Pawnee NE,Other,42,1341,40.1378496,-96.2452254,0.03131991051454139 +Perkins NE,Democrat,238,1394,40.8576462,-101.6274676,0.17073170731707318 +Perkins NE,Republican,1135,1394,40.8576462,-101.6274676,0.8142037302725968 +Perkins NE,Other,21,1394,40.8576462,-101.6274676,0.015064562410329985 +Phelps NE,Democrat,880,4380,40.5163647,-99.4065568,0.2009132420091324 +Phelps NE,Republican,3400,4380,40.5163647,-99.4065568,0.776255707762557 +Phelps NE,Other,100,4380,40.5163647,-99.4065568,0.0228310502283105 +Pierce NE,Democrat,637,3431,42.2714129,-97.6109917,0.18566015738851646 +Pierce NE,Republican,2707,3431,42.2714129,-97.6109917,0.7889828038472748 +Pierce NE,Other,87,3431,42.2714129,-97.6109917,0.025357038764208684 +Platte NE,Democrat,3148,13473,41.5768655,-97.5134673,0.23365249016551623 +Platte NE,Republican,10061,13473,41.5768655,-97.5134673,0.7467527647888369 +Platte NE,Other,264,13473,41.5768655,-97.5134673,0.019594745045646848 +Polk NE,Democrat,528,2457,41.1879253,-97.5706627,0.2148962148962149 +Polk NE,Republican,1890,2457,41.1879253,-97.5706627,0.7692307692307693 +Polk NE,Other,39,2457,41.1879253,-97.5706627,0.015873015873015872 +Richardson NE,Democrat,1191,3739,40.1237427,-95.7186026,0.3185343674779353 +Richardson NE,Republican,2443,3739,40.1237427,-95.7186026,0.6533832575554961 +Richardson NE,Other,105,3739,40.1237427,-95.7186026,0.0280823749665686 +Rock NE,Democrat,103,789,42.394749,-99.4208512,0.13054499366286437 +Rock NE,Republican,672,789,42.394749,-99.4208512,0.8517110266159695 +Rock NE,Other,14,789,42.394749,-99.4208512,0.017743979721166033 +Saline NE,Democrat,2289,4958,40.5168024,-97.131755,0.4616780960064542 +Saline NE,Republican,2557,4958,40.5168024,-97.131755,0.5157321500605083 +Saline NE,Other,112,4958,40.5168024,-97.131755,0.022589753933037516 +Sarpy NE,Democrat,26671,71490,41.1150635,-96.1091254,0.37307315708490696 +Sarpy NE,Republican,43213,71490,41.1150635,-96.1091254,0.6044621625402155 +Sarpy NE,Other,1606,71490,41.1150635,-96.1091254,0.022464680374877605 +Saunders NE,Democrat,3307,10312,41.2233882,-96.6420968,0.3206943366951125 +Saunders NE,Republican,6770,10312,41.2233882,-96.6420968,0.6565166795965865 +Saunders NE,Other,235,10312,41.2233882,-96.6420968,0.022788983708301007 +Seward NE,Democrat,2386,7573,40.8719439,-97.140383,0.3150666842730754 +Seward NE,Republican,5003,7573,40.8719439,-97.140383,0.66063647167569 +Seward NE,Other,184,7573,40.8719439,-97.140383,0.02429684405123465 +Sheridan NE,Democrat,390,2472,42.5122888,-102.3682795,0.15776699029126215 +Sheridan NE,Republican,2021,2472,42.5122888,-102.3682795,0.8175566343042071 +Sheridan NE,Other,61,2472,42.5122888,-102.3682795,0.024676375404530743 +Sherman NE,Democrat,552,1530,41.2187425,-98.9728492,0.3607843137254902 +Sherman NE,Republican,927,1530,41.2187425,-98.9728492,0.6058823529411764 +Sherman NE,Other,51,1530,41.2187425,-98.9728492,0.03333333333333333 +Sioux NE,Democrat,101,739,42.4706681,-103.7321705,0.13667117726657646 +Sioux NE,Republican,624,739,42.4706681,-103.7321705,0.8443843031123139 +Sioux NE,Other,14,739,42.4706681,-103.7321705,0.018944519621109608 +Stanton NE,Democrat,614,2644,41.9050454,-97.1771094,0.23222390317700453 +Stanton NE,Republican,1949,2644,41.9050454,-97.1771094,0.7371406959152799 +Stanton NE,Other,81,2644,41.9050454,-97.1771094,0.030635400907715583 +Thayer NE,Democrat,728,2659,40.1738446,-97.5962626,0.2737871380218127 +Thayer NE,Republican,1874,2659,40.1738446,-97.5962626,0.7047762316660399 +Thayer NE,Other,57,2659,40.1738446,-97.5962626,0.021436630312147424 +Thomas NE,Democrat,42,408,41.8557296,-100.5247028,0.10294117647058823 +Thomas NE,Republican,360,408,41.8557296,-100.5247028,0.8823529411764706 +Thomas NE,Other,6,408,41.8557296,-100.5247028,0.014705882352941176 +Thurston NE,Democrat,1247,2215,42.1540613,-96.5339428,0.562979683972912 +Thurston NE,Republican,939,2215,42.1540613,-96.5339428,0.4239277652370203 +Thurston NE,Other,29,2215,42.1540613,-96.5339428,0.01309255079006772 +Valley NE,Democrat,498,2195,41.5640938,-98.9834841,0.22687927107061504 +Valley NE,Republican,1657,2195,41.5640938,-98.9834841,0.7548974943052392 +Valley NE,Other,40,2195,41.5640938,-98.9834841,0.018223234624145785 +Washington NE,Democrat,3132,10246,41.5339726,-96.2245771,0.3056802654694515 +Washington NE,Republican,6899,10246,41.5339726,-96.2245771,0.6733359359750146 +Washington NE,Other,215,10246,41.5339726,-96.2245771,0.020983798555533867 +Wayne NE,Democrat,1074,3682,42.210746,-97.1262433,0.29168929929386206 +Wayne NE,Republican,2493,3682,42.210746,-97.1262433,0.6770776751765345 +Wayne NE,Other,115,3682,42.210746,-97.1262433,0.031233025529603477 +Webster NE,Democrat,442,1742,40.1806461,-98.4985897,0.2537313432835821 +Webster NE,Republican,1258,1742,40.1806461,-98.4985897,0.722158438576349 +Webster NE,Other,42,1742,40.1806461,-98.4985897,0.024110218140068886 +Wheeler NE,Democrat,93,448,41.9225747,-98.5208533,0.20758928571428573 +Wheeler NE,Republican,345,448,41.9225747,-98.5208533,0.7700892857142857 +Wheeler NE,Other,10,448,41.9225747,-98.5208533,0.022321428571428572 +York NE,Democrat,1373,6355,40.8730557,-97.5967418,0.21605035405192763 +York NE,Republican,4874,6355,40.8730557,-97.5967418,0.766955153422502 +York NE,Other,108,6355,40.8730557,-97.5967418,0.016994492525570417 +Churchill NV,Democrat,2961,10265,39.5377097,-118.2641661,0.28845591816853383 +Churchill NV,Republican,7061,10265,39.5377097,-118.2641661,0.6878714076960546 +Churchill NV,Other,243,10265,39.5377097,-118.2641661,0.023672674135411593 +Clark NV,Democrat,389936,691190,36.2142575,-115.013812,0.5641516804351915 +Clark NV,Republican,289053,691190,36.2142575,-115.013812,0.41819615445825314 +Clark NV,Other,12201,691190,36.2142575,-115.013812,0.017652165106555363 +Douglas NV,Democrat,9297,26075,38.9051292,-119.6090191,0.3565484180249281 +Douglas NV,Republican,16276,26075,38.9051292,-119.6090191,0.6241994247363375 +Douglas NV,Other,502,26075,38.9051292,-119.6090191,0.01925215723873442 +Elko NV,Democrat,3511,15986,41.1411327,-115.3514239,0.21962967596647065 +Elko NV,Republican,12014,15986,41.1411327,-115.3514239,0.75153259101714 +Elko NV,Other,461,15986,41.1411327,-115.3514239,0.028837733016389342 +Esmeralda NV,Democrat,92,435,37.7789658,-117.6323824,0.21149425287356322 +Esmeralda NV,Republican,317,435,37.7789658,-117.6323824,0.728735632183908 +Esmeralda NV,Other,26,435,37.7789658,-117.6323824,0.059770114942528735 +Eureka NV,Democrat,107,808,39.9777878,-116.2722082,0.13242574257425743 +Eureka NV,Republican,663,808,39.9777878,-116.2722082,0.8205445544554455 +Eureka NV,Other,38,808,39.9777878,-116.2722082,0.04702970297029703 +Humboldt NV,Democrat,1737,5744,41.4079136,-118.1275915,0.3024025069637883 +Humboldt NV,Republican,3810,5744,41.4079136,-118.1275915,0.6633008356545961 +Humboldt NV,Other,197,5744,41.4079136,-118.1275915,0.0342966573816156 +Lander NV,Democrat,534,2165,39.9002105,-117.0472398,0.24665127020785219 +Lander NV,Republican,1580,2165,39.9002105,-117.0472398,0.7297921478060047 +Lander NV,Other,51,2165,39.9002105,-117.0472398,0.023556581986143188 +Lincoln NV,Democrat,400,2152,37.634605,-114.8630367,0.18587360594795538 +Lincoln NV,Republican,1691,2152,37.634605,-114.8630367,0.7857806691449815 +Lincoln NV,Other,61,2152,37.634605,-114.8630367,0.028345724907063198 +Lyon NV,Democrat,7380,21465,39.0222125,-119.1974246,0.3438155136268344 +Lyon NV,Republican,13520,21465,39.0222125,-119.1974246,0.6298625669694852 +Lyon NV,Other,565,21465,39.0222125,-119.1974246,0.02632191940368041 +Mineral NV,Democrat,863,2035,38.516647,-118.4162794,0.42407862407862407 +Mineral NV,Republican,1080,2035,38.516647,-118.4162794,0.5307125307125307 +Mineral NV,Other,92,2035,38.516647,-118.4162794,0.04520884520884521 +Nye NV,Democrat,6320,17522,37.9658636,-116.4590107,0.360689419016094 +Nye NV,Republican,10566,17522,37.9658636,-116.4590107,0.6030133546398813 +Nye NV,Other,636,17522,37.9658636,-116.4590107,0.03629722634402466 +Pershing NV,Democrat,632,1884,40.439639,-118.4094765,0.3354564755838641 +Pershing NV,Republican,1167,1884,40.439639,-118.4094765,0.6194267515923567 +Pershing NV,Other,85,1884,40.439639,-118.4094765,0.04511677282377919 +Storey NV,Democrat,920,2314,39.4383853,-119.5246462,0.3975799481417459 +Storey NV,Republican,1321,2314,39.4383853,-119.5246462,0.5708729472774416 +Storey NV,Other,73,2314,39.4383853,-119.5246462,0.031547104580812446 +Washoe NV,Democrat,95409,187855,40.7313196,-119.6632695,0.5078864017460275 +Washoe NV,Republican,88453,187855,40.7313196,-119.6632695,0.47085784248489526 +Washoe NV,Other,3993,187855,40.7313196,-119.6632695,0.021255755769077213 +Belknap NH,Democrat,15890,33886,43.5191091,-71.4253661,0.4689252198548073 +Belknap NH,Republican,17571,33886,43.5191091,-71.4253661,0.518532727380039 +Belknap NH,Other,425,33886,43.5191091,-71.4253661,0.01254205276515375 +Carroll NH,Democrat,13977,28592,43.8677742,-71.2015596,0.48884303301622833 +Carroll NH,Republican,14207,28592,43.8677742,-71.2015596,0.4968872411863458 +Carroll NH,Other,408,28592,43.8677742,-71.2015596,0.014269725797425853 +Cheshire NH,Democrat,25380,41363,42.9254596,-72.2481828,0.6135918574571477 +Cheshire NH,Republican,15156,41363,42.9254596,-72.2481828,0.3664144283538428 +Cheshire NH,Other,827,41363,42.9254596,-72.2481828,0.0199937141890095 +Coos NH,Democrat,9095,15702,44.6525477,-71.2894309,0.5792255763596994 +Coos NH,Republican,6342,15702,44.6525477,-71.2894309,0.403897592663355 +Coos NH,Other,265,15702,44.6525477,-71.2894309,0.016876830976945614 +Grafton NH,Democrat,29826,49005,43.9264391,-71.8424242,0.6086317722681359 +Grafton NH,Republican,18208,49005,43.9264391,-71.8424242,0.3715539230690746 +Grafton NH,Other,971,49005,43.9264391,-71.8424242,0.019814304662789512 +Hillsborough NH,Democrat,102303,205672,42.9115317,-71.7230554,0.49740849507954416 +Hillsborough NH,Republican,99991,205672,42.9115317,-71.7230554,0.4861672954996305 +Hillsborough NH,Other,3378,205672,42.9115317,-71.7230554,0.01642420942082539 +Merrimack NH,Democrat,44756,80498,43.2995786,-71.6800412,0.5559889686700291 +Merrimack NH,Republican,34524,80498,43.2995786,-71.6800412,0.4288802206265994 +Merrimack NH,Other,1218,80498,43.2995786,-71.6800412,0.015130810703371512 +Rockingham NH,Democrat,80142,170419,42.9886636,-71.0990801,0.47026446581660497 +Rockingham NH,Republican,87921,170419,42.9886636,-71.0990801,0.5159107845956143 +Rockingham NH,Other,2356,170419,42.9886636,-71.0990801,0.013824749587780705 +Strafford NH,Democrat,36026,63960,43.2932725,-71.0355891,0.5632582864290181 +Strafford NH,Republican,26729,63960,43.2932725,-71.0355891,0.41790181363352097 +Strafford NH,Other,1205,63960,43.2932725,-71.0355891,0.018839899937460915 +Sullivan NH,Democrat,12166,21834,43.3611883,-72.2220839,0.5572043601722085 +Sullivan NH,Republican,9269,21834,43.3611883,-72.2220839,0.42452138865988825 +Sullivan NH,Other,399,21834,43.3611883,-72.2220839,0.01827425116790327 +Atlantic NJ,Democrat,65600,113179,39.4693555,-74.6337591,0.5796128257008809 +Atlantic NJ,Republican,46522,113179,39.4693555,-74.6337591,0.41104798593378633 +Atlantic NJ,Other,1057,113179,39.4693555,-74.6337591,0.009339188365332792 +Bergen NJ,Democrat,212754,385407,40.9596985,-74.0747272,0.5520242237426928 +Bergen NJ,Republican,169070,385407,40.9596985,-74.0747272,0.43867911065445103 +Bergen NJ,Other,3583,385407,40.9596985,-74.0747272,0.009296665602856202 +Burlington NJ,Democrat,126377,215936,39.8757858,-74.6630063,0.5852521117368109 +Burlington NJ,Republican,87401,215936,39.8757858,-74.6630063,0.40475418642560756 +Burlington NJ,Other,2158,215936,39.8757858,-74.6630063,0.009993701837581505 +Camden NJ,Democrat,153682,225428,39.8024071,-74.9612493,0.681734300974147 +Camden NJ,Republican,69476,225428,39.8024071,-74.9612493,0.30819596500878327 +Camden NJ,Other,2270,225428,39.8024071,-74.9612493,0.010069734017069752 +Cumberland NJ,Democrat,34055,55292,39.3284336,-75.1216277,0.6159118859871229 +Cumberland NJ,Republican,20658,55292,39.3284336,-75.1216277,0.37361643637415903 +Cumberland NJ,Other,579,55292,39.3284336,-75.1216277,0.010471677638718079 +Essex NJ,Democrat,236618,303019,40.7874003,-74.2462919,0.7808685263960345 +Essex NJ,Republican,64406,303019,40.7874003,-74.2462919,0.21254772803025554 +Essex NJ,Other,1995,303019,40.7874003,-74.2462919,0.006583745573709899 +Gloucester NJ,Democrat,74013,135186,39.7228745,-75.1456793,0.5474901247170565 +Gloucester NJ,Republican,59456,135186,39.7228745,-75.1456793,0.43980885594662167 +Gloucester NJ,Other,1717,135186,39.7228745,-75.1456793,0.012701019336321808 +Hudson NJ,Democrat,153108,197504,40.7313751,-74.0786014,0.7752146791963707 +Hudson NJ,Republican,42369,197504,40.7313751,-74.0786014,0.2145222375243033 +Hudson NJ,Other,2027,197504,40.7313751,-74.0786014,0.010263083279325989 +Hunterdon NJ,Democrat,26876,66494,40.5652832,-74.9119695,0.40418684392576776 +Hunterdon NJ,Republican,38687,66494,40.5652832,-74.9119695,0.5818118928023581 +Hunterdon NJ,Other,931,66494,40.5652832,-74.9119695,0.014001263271874153 +Mercer NJ,Democrat,104377,153511,40.2825026,-74.703724,0.679931731276586 +Mercer NJ,Republican,47355,153511,40.2825026,-74.703724,0.3084795226400714 +Mercer NJ,Other,1779,153511,40.2825026,-74.703724,0.011588746083342562 +Middlesex NJ,Democrat,190555,301315,40.4396214,-74.4074303,0.6324112639596435 +Middlesex NJ,Republican,107310,301315,40.4396214,-74.4074303,0.3561389243814613 +Middlesex NJ,Other,3450,301315,40.4396214,-74.4074303,0.011449811658895177 +Monmouth NJ,Democrat,133145,283978,40.2870481,-74.1524456,0.4688567424237089 +Monmouth NJ,Republican,147513,283978,40.2870481,-74.1524456,0.5194522110867743 +Monmouth NJ,Other,3320,283978,40.2870481,-74.1524456,0.011691046489516793 +Morris NJ,Democrat,100146,227392,40.8588961,-74.5472917,0.44041127216436815 +Morris NJ,Republican,124947,227392,40.8588961,-74.5472917,0.5494784337179848 +Morris NJ,Other,2299,227392,40.8588961,-74.5472917,0.01011029411764706 +Ocean NJ,Democrat,102300,251275,39.865669,-74.2588636,0.4071236692866381 +Ocean NJ,Republican,146474,251275,39.865669,-74.2588636,0.5829230922296289 +Ocean NJ,Other,2501,251275,39.865669,-74.2588636,0.009953238483732961 +Passaic NJ,Democrat,115926,181988,41.0378896,-74.29828,0.6369980438270655 +Passaic NJ,Republican,64523,181988,41.0378896,-74.29828,0.3545453546387674 +Passaic NJ,Other,1539,181988,41.0378896,-74.29828,0.008456601534167088 +Salem NJ,Democrat,14719,29501,39.5738282,-75.3573559,0.4989322395850988 +Salem NJ,Republican,14334,29501,39.5738282,-75.3573559,0.4858818345140843 +Salem NJ,Other,448,29501,39.5738282,-75.3573559,0.015185925900816922 +Somerset NJ,Democrat,74592,142922,40.5655273,-74.6199378,0.5219070541973944 +Somerset NJ,Republican,66603,142922,40.5655273,-74.6199378,0.466009431718 +Somerset NJ,Other,1727,142922,40.5655273,-74.6199378,0.012083514084605588 +Sussex NJ,Democrat,26104,67933,41.1374609,-74.6919141,0.3842609630076693 +Sussex NJ,Republican,40625,67933,41.1374609,-74.6919141,0.5980156919317563 +Sussex NJ,Other,1204,67933,41.1374609,-74.6919141,0.01772334506057439 +Union NJ,Democrat,139752,209831,40.6598707,-74.3086957,0.6660217031801783 +Union NJ,Republican,68314,209831,40.6598707,-74.3086957,0.32556676563520165 +Union NJ,Other,1765,209831,40.6598707,-74.3086957,0.008411531184620003 +Warren NJ,Democrat,18745,45270,40.8534914,-75.0094978,0.4140711287828584 +Warren NJ,Republican,25744,45270,40.8534914,-75.0094978,0.5686768279213608 +Warren NJ,Other,781,45270,40.8534914,-75.0094978,0.01725204329578087 +Bernalillo NM,Democrat,150739,270969,35.053628,-106.6690805,0.5562961076728334 +Bernalillo NM,Republican,106408,270969,35.053628,-106.6690805,0.3926943672523425 +Bernalillo NM,Other,13822,270969,35.053628,-106.6690805,0.05100952507482406 +Catron NM,Democrat,560,2123,33.9016208,-108.3919284,0.263777673104098 +Catron NM,Republican,1494,2123,33.9016208,-108.3919284,0.7037211493170042 +Catron NM,Other,69,2123,33.9016208,-108.3919284,0.03250117757889778 +Chaves NM,Democrat,6604,20292,33.3616045,-104.4698374,0.32544845259215455 +Chaves NM,Republican,13088,20292,33.3616045,-104.4698374,0.644983244628425 +Chaves NM,Other,600,20292,33.3616045,-104.4698374,0.02956830277942046 +Cibola NM,Democrat,4961,8243,34.9282721,-107.9926805,0.6018439888390149 +Cibola NM,Republican,2998,8243,34.9282721,-107.9926805,0.36370253548465364 +Cibola NM,Other,284,8243,34.9282721,-107.9926805,0.03445347567633143 +Colfax NM,Democrat,2828,5764,36.6129638,-104.6401105,0.4906315058986815 +Colfax NM,Republican,2699,5764,36.6129638,-104.6401105,0.4682512144344205 +Colfax NM,Other,237,5764,36.6129638,-104.6401105,0.04111727966689799 +Curry NM,Democrat,4022,13625,34.5729841,-103.3460546,0.29519266055045873 +Curry NM,Republican,9251,13625,34.5729841,-103.3460546,0.6789724770642201 +Curry NM,Other,352,13625,34.5729841,-103.3460546,0.0258348623853211 +Eddy NM,Democrat,6142,19269,32.4578347,-104.3064338,0.3187503243551819 +Eddy NM,Republican,12583,19269,32.4578347,-104.3064338,0.6530178006123826 +Eddy NM,Other,544,19269,32.4578347,-104.3064338,0.02823187503243552 +Grant NM,Democrat,7090,12902,32.732087,-108.3815043,0.549527205084483 +Grant NM,Republican,5358,12902,32.732087,-108.3815043,0.4152844520229422 +Grant NM,Other,454,12902,32.732087,-108.3815043,0.035188342892574796 +Guadalupe NM,Democrat,1488,2135,34.8697822,-104.7849677,0.6969555035128806 +Guadalupe NM,Republican,557,2135,34.8697822,-104.7849677,0.2608899297423888 +Guadalupe NM,Other,90,2135,34.8697822,-104.7849677,0.04215456674473068 +Harding NM,Democrat,260,601,35.8585157,-103.8479245,0.43261231281198004 +Harding NM,Republican,327,601,35.8585157,-103.8479245,0.5440931780366056 +Harding NM,Other,14,601,35.8585157,-103.8479245,0.02329450915141431 +Hidalgo NM,Democrat,995,1935,31.8980519,-108.7519293,0.5142118863049095 +Hidalgo NM,Republican,899,1935,31.8980519,-108.7519293,0.46459948320413436 +Hidalgo NM,Other,41,1935,31.8980519,-108.7519293,0.02118863049095607 +Lea NM,Democrat,4080,17015,32.7956865,-103.4132707,0.23978842198060535 +Lea NM,Republican,12548,17015,32.7956865,-103.4132707,0.7374669409344696 +Lea NM,Other,387,17015,32.7956865,-103.4132707,0.022744637084925065 +Lincoln NM,Democrat,2942,9242,33.7408411,-105.4498055,0.3183293659381086 +Lincoln NM,Republican,5961,9242,33.7408411,-105.4498055,0.6449902618480848 +Lincoln NM,Other,339,9242,33.7408411,-105.4498055,0.03668037221380654 +Luna NM,Democrat,3583,7500,32.1845231,-107.7471911,0.47773333333333334 +Luna NM,Republican,3670,7500,32.1845231,-107.7471911,0.48933333333333334 +Luna NM,Other,247,7500,32.1845231,-107.7471911,0.032933333333333335 +Mora NM,Democrat,1955,2611,35.9828413,-104.9218975,0.7487552661815396 +Mora NM,Republican,595,2611,35.9828413,-104.9218975,0.22788203753351208 +Mora NM,Other,61,2611,35.9828413,-104.9218975,0.023362696284948296 +Otero NM,Democrat,6829,20012,32.6155988,-105.7513079,0.34124525284829105 +Otero NM,Republican,12451,20012,32.6155988,-105.7513079,0.6221766939836099 +Otero NM,Other,732,20012,32.6155988,-105.7513079,0.03657805316809914 +Quay NM,Democrat,1383,3707,35.1070184,-103.5480713,0.3730779606150526 +Quay NM,Republican,2202,3707,35.1070184,-103.5480713,0.5940113299163744 +Quay NM,Other,122,3707,35.1070184,-103.5480713,0.03291070946857297 +Roosevelt NM,Democrat,1727,5969,34.0212068,-103.4830039,0.28932819567766793 +Roosevelt NM,Republican,4043,5969,34.0212068,-103.4830039,0.6773328865806668 +Roosevelt NM,Other,199,5969,34.0212068,-103.4830039,0.033338917741665273 +Sandoval NM,Democrat,27236,54079,35.6850913,-106.8831191,0.5036335731060115 +Sandoval NM,Republican,24387,54079,35.6850913,-106.8831191,0.4509513859353908 +Sandoval NM,Other,2456,54079,35.6850913,-106.8831191,0.04541504095859761 +Sierra NM,Democrat,1964,5102,33.1194684,-107.1881612,0.3849470795766366 +Sierra NM,Republican,2928,5102,33.1194684,-107.1881612,0.5738925911407291 +Sierra NM,Other,210,5102,33.1194684,-107.1881612,0.04116032928263426 +Socorro NM,Democrat,4058,7193,33.9916579,-106.9391362,0.5641595996107327 +Socorro NM,Republican,2722,7193,33.9916579,-106.9391362,0.37842346725983594 +Socorro NM,Other,413,7193,33.9916579,-106.9391362,0.05741693312943139 +Taos NM,Democrat,11978,15339,36.5765287,-105.6379865,0.7808853249885912 +Taos NM,Republican,2730,15339,36.5765287,-105.6379865,0.1779777038920399 +Taos NM,Other,631,15339,36.5765287,-105.6379865,0.041136971119368926 +Torrance NM,Democrat,2428,6402,34.5549784,-105.8905574,0.37925648234926584 +Torrance NM,Republican,3529,6402,34.5549784,-105.8905574,0.5512339893783192 +Torrance NM,Other,445,6402,34.5549784,-105.8905574,0.06950952827241487 +Union NM,Democrat,472,1759,36.4880853,-103.4757229,0.26833428084138716 +Union NM,Republican,1236,1759,36.4880853,-103.4757229,0.7026719727117681 +Union NM,Other,51,1759,36.4880853,-103.4757229,0.028993746446844798 +Valencia NM,Democrat,13511,27728,34.7168404,-106.8065821,0.4872691863819965 +Valencia NM,Republican,12825,27728,34.7168404,-106.8065821,0.46252885170225044 +Valencia NM,Other,1392,27728,34.7168404,-106.8065821,0.05020196191575303 +Albany NY,Democrat,83978,135766,42.5882401,-73.9740095,0.6185495632190681 +Albany NY,Republican,40210,135766,42.5882401,-73.9740095,0.29617135365260816 +Albany NY,Other,11578,135766,42.5882401,-73.9740095,0.08527908312832373 +Allegany NY,Democrat,5866,16953,42.2478532,-78.0261531,0.34601545449183035 +Allegany NY,Republican,9377,16953,42.2478532,-78.0261531,0.5531174423405887 +Allegany NY,Other,1710,16953,42.2478532,-78.0261531,0.10086710316758096 +Bronx NY,Democrat,334600,370894,40.8487111,-73.852939,0.9021445480379839 +Bronx NY,Republican,26680,370894,40.8487111,-73.852939,0.07193429928766709 +Bronx NY,Other,9614,370894,40.8487111,-73.852939,0.025921152674349007 +Broome NY,Democrat,39971,81565,42.1619773,-75.8302833,0.4900508796665236 +Broome NY,Republican,34708,81565,42.1619773,-75.8302833,0.4255256543860725 +Broome NY,Other,6886,81565,42.1619773,-75.8302833,0.08442346594740391 +Cattaraugus NY,Democrat,12040,29767,42.2390986,-78.662332,0.4044747539221285 +Cattaraugus NY,Republican,14655,29767,42.2390986,-78.662332,0.4923237141801324 +Cattaraugus NY,Other,3072,29767,42.2390986,-78.662332,0.1032015318977391 +Cayuga NY,Democrat,16105,31169,43.0085456,-76.5745866,0.516699284545542 +Cayuga NY,Republican,11646,31169,43.0085456,-76.5745866,0.37364047611408774 +Cayuga NY,Other,3418,31169,43.0085456,-76.5745866,0.10966023934037024 +Chautauqua NY,Democrat,22463,52852,42.3042159,-79.4075949,0.4250170286838719 +Chautauqua NY,Republican,24266,52852,42.3042159,-79.4075949,0.4591311587073337 +Chautauqua NY,Other,6123,52852,42.3042159,-79.4075949,0.11585181260879437 +Chemung NY,Democrat,16205,35010,42.1552804,-76.7471791,0.4628677520708369 +Chemung NY,Republican,16138,35010,42.1552804,-76.7471791,0.4609540131391031 +Chemung NY,Other,2667,35010,42.1552804,-76.7471791,0.07617823479005999 +Chenango NY,Democrat,8642,19314,42.4780238,-75.6022407,0.44744744744744747 +Chenango NY,Republican,8922,19314,42.4780238,-75.6022407,0.46194470332401366 +Chenango NY,Other,1750,19314,42.4780238,-75.6022407,0.09060784922853889 +Clinton NY,Democrat,18072,30656,44.752712,-73.7056429,0.589509394572025 +Clinton NY,Republican,9892,30656,44.752712,-73.7056429,0.32267745302713985 +Clinton NY,Other,2692,30656,44.752712,-73.7056429,0.08781315240083508 +Columbia NY,Democrat,15241,29129,42.2477288,-73.6268057,0.5232242782107178 +Columbia NY,Republican,10600,29129,42.2477288,-73.6268057,0.3638985203748841 +Columbia NY,Other,3288,29129,42.2477288,-73.6268057,0.11287720141439803 +Cortland NY,Democrat,9965,19624,42.594039,-76.0762398,0.5077965756216878 +Cortland NY,Republican,7859,19624,42.594039,-76.0762398,0.4004790052996331 +Cortland NY,Other,1800,19624,42.594039,-76.0762398,0.09172441907867916 +Delaware NY,Democrat,7881,18638,42.1939865,-74.9667281,0.422845798905462 +Delaware NY,Republican,9086,18638,42.1939865,-74.9667281,0.48749865865436204 +Delaware NY,Other,1671,18638,42.1939865,-74.9667281,0.08965554244017598 +Dutchess NY,Democrat,62063,123705,41.7547699,-73.7400411,0.5017016288751465 +Dutchess NY,Republican,48264,123705,41.7547699,-73.7400411,0.39015399539226386 +Dutchess NY,Other,13378,123705,41.7547699,-73.7400411,0.10814437573258963 +Erie NY,Democrat,227325,414195,42.752759,-78.7781922,0.5488356933328504 +Erie NY,Republican,149683,414195,42.752759,-78.7781922,0.3613829235022151 +Erie NY,Other,37187,414195,42.752759,-78.7781922,0.08978138316493439 +Essex NY,Democrat,9368,16717,44.1096005,-73.7784307,0.5603876293593348 +Essex NY,Republican,6076,16717,44.1096005,-73.7784307,0.3634623437219597 +Essex NY,Other,1273,16717,44.1096005,-73.7784307,0.07615002691870551 +Franklin NY,Democrat,9532,15934,44.5943758,-74.31067,0.5982176477971632 +Franklin NY,Republican,5231,15934,44.5943758,-74.31067,0.32829170327601354 +Franklin NY,Other,1171,15934,44.5943758,-74.31067,0.07349064892682315 +Fulton NY,Democrat,8331,19799,43.1156093,-74.4236782,0.42077882721349563 +Fulton NY,Republican,9830,19799,43.1156093,-74.4236782,0.49648972170311634 +Fulton NY,Other,1638,19799,43.1156093,-74.4236782,0.08273145108338804 +Genesee NY,Democrat,9092,24746,43.0009096,-78.1927784,0.3674129152186212 +Genesee NY,Republican,12814,24746,43.0009096,-78.1927784,0.5178210619898166 +Genesee NY,Other,2840,24746,43.0009096,-78.1927784,0.11476602279156227 +Greene NY,Democrat,8384,20472,42.2798211,-74.1420253,0.40953497459945293 +Greene NY,Republican,9737,20472,42.2798211,-74.1420253,0.4756252442360297 +Greene NY,Other,2351,20472,42.2798211,-74.1420253,0.11483978116451739 +Hamilton NY,Democrat,1092,3122,43.6578786,-74.5024556,0.34977578475336324 +Hamilton NY,Republican,1771,3122,43.6578786,-74.5024556,0.5672645739910314 +Hamilton NY,Other,259,3122,43.6578786,-74.5024556,0.08295964125560538 +Herkimer NY,Democrat,10826,25040,43.407489,-75.011683,0.4323482428115016 +Herkimer NY,Republican,12166,25040,43.407489,-75.011683,0.4858626198083067 +Herkimer NY,Other,2048,25040,43.407489,-75.011683,0.0817891373801917 +Jefferson NY,Democrat,16231,35708,43.996389,-76.0529678,0.45454800044807886 +Jefferson NY,Republican,16435,35708,43.996389,-76.0529678,0.46026100593704494 +Jefferson NY,Other,3042,35708,43.996389,-76.0529678,0.08519099361487621 +Kings NY,Democrat,580225,730534,40.6350451,-73.9506398,0.7942477694398892 +Kings NY,Republican,112957,730534,40.6350451,-73.9506398,0.15462250901395416 +Kings NY,Other,37352,730534,40.6350451,-73.9506398,0.051129721546156644 +Lewis NY,Democrat,4530,10522,43.7826811,-75.4441402,0.4305265158715073 +Lewis NY,Republican,5129,10522,43.7826811,-75.4441402,0.4874548564911614 +Lewis NY,Other,863,10522,43.7826811,-75.4441402,0.08201862763733131 +Livingston NY,Democrat,11100,26770,42.7274845,-77.7697795,0.41464325737766156 +Livingston NY,Republican,12641,26770,42.7274845,-77.7697795,0.47220769518117295 +Livingston NY,Other,3029,26770,42.7274845,-77.7697795,0.11314904744116548 +Madison NY,Democrat,13231,28094,42.9100255,-75.6635749,0.4709546522389122 +Madison NY,Republican,12011,28094,42.9100255,-75.6635749,0.42752900975297214 +Madison NY,Other,2852,28094,42.9100255,-75.6635749,0.10151633800811562 +Monroe NY,Democrat,185916,333813,43.4644839,-77.6646584,0.556946553908925 +Monroe NY,Republican,114434,333813,43.4644839,-77.6646584,0.3428086982831705 +Monroe NY,Other,33463,333813,43.4644839,-77.6646584,0.10024474780790442 +Montgomery NY,Democrat,8106,18186,42.9008912,-74.4353575,0.4457274826789838 +Montgomery NY,Republican,8046,18186,42.9008912,-74.4353575,0.442428241504454 +Montgomery NY,Other,2034,18186,42.9008912,-74.4353575,0.11184427581656219 +Nassau NY,Democrat,294661,568151,40.7296118,-73.5894144,0.5186314905720486 +Nassau NY,Republican,237862,568151,40.7296118,-73.5894144,0.41865982810907665 +Nassau NY,Other,35628,568151,40.7296118,-73.5894144,0.06270868131887473 +Niagara NY,Democrat,41837,89013,43.4567309,-78.7921425,0.4700099985395392 +Niagara NY,Republican,38158,89013,43.4567309,-78.7921425,0.42867895700628 +Niagara NY,Other,9018,89013,43.4567309,-78.7921425,0.10131104445418085 +Oneida NY,Democrat,39031,86700,43.2427273,-75.4342824,0.4501845444059977 +Oneida NY,Republican,40532,86700,43.2427273,-75.4342824,0.4674971164936563 +Oneida NY,Other,7137,86700,43.2427273,-75.4342824,0.08231833910034603 +Onondaga NY,Democrat,117470,204717,43.0065163,-76.1961336,0.5738165369754343 +Onondaga NY,Republican,69357,204717,43.0065163,-76.1961336,0.33879453098667917 +Onondaga NY,Other,17890,204717,43.0065163,-76.1961336,0.08738893203788645 +Ontario NY,Democrat,22065,47853,42.8563575,-77.3034967,0.46109961757883516 +Ontario NY,Republican,20919,47853,42.8563575,-77.3034967,0.4371512757820826 +Ontario NY,Other,4869,47853,42.8563575,-77.3034967,0.1017491066390822 +Orange NY,Democrat,70742,140628,41.4024096,-74.3062522,0.5030434906277556 +Orange NY,Republican,58003,140628,41.4024096,-74.3062522,0.4124569786955656 +Orange NY,Other,11883,140628,41.4024096,-74.3062522,0.0844995306766789 +Orleans NY,Democrat,5505,14706,43.5022867,-78.2297258,0.3743370053039576 +Orleans NY,Republican,7585,14706,43.5022867,-78.2297258,0.5157758737930097 +Orleans NY,Other,1616,14706,43.5022867,-78.2297258,0.10988712090303278 +Oswego NY,Democrat,22178,44591,43.4614431,-76.2092618,0.49736493911327395 +Oswego NY,Republican,17610,44591,43.4614431,-76.2092618,0.3949227422574062 +Oswego NY,Other,4803,44591,43.4614431,-76.2092618,0.10771231862931982 +Otsego NY,Democrat,11530,24139,42.6297762,-75.028841,0.4776502754877998 +Otsego NY,Republican,10451,24139,42.6297762,-75.028841,0.4329508264633995 +Otsego NY,Other,2158,24139,42.6297762,-75.028841,0.08939889804880069 +Putnam NY,Democrat,18539,44345,41.4279067,-73.7438608,0.4180629157740444 +Putnam NY,Republican,20925,44345,41.4279067,-73.7438608,0.471868305333183 +Putnam NY,Other,4881,44345,41.4279067,-73.7438608,0.11006877889277258 +Queens NY,Democrat,461391,595073,40.6585662,-73.8380168,0.7753519316117519 +Queens NY,Republican,108864,595073,40.6585662,-73.8380168,0.18294226086547366 +Queens NY,Other,24818,595073,40.6585662,-73.8380168,0.041705807522774516 +Rensselaer NY,Democrat,35373,67990,42.7104206,-73.5138454,0.5202676864244742 +Rensselaer NY,Republican,24903,67990,42.7104206,-73.5138454,0.36627445212531257 +Rensselaer NY,Other,7714,67990,42.7104206,-73.5138454,0.11345786145021326 +Richmond NY,Democrat,75557,154169,40.5612628,-74.1398995,0.4900920418501774 +Richmond NY,Republican,66916,154169,40.5612628,-74.1398995,0.4340431604278422 +Richmond NY,Other,11696,154169,40.5612628,-74.1398995,0.07586479772198042 +Rockland NY,Democrat,63908,124442,41.1546276,-74.0246616,0.5135565162887128 +Rockland NY,Republican,51976,124442,41.1546276,-74.0246616,0.4176724899953392 +Rockland NY,Other,8558,124442,41.1546276,-74.0246616,0.068770993715948 +Saratoga NY,Democrat,50998,105510,43.1061353,-73.8553872,0.48334754999526114 +Saratoga NY,Republican,44915,105510,43.1061353,-73.8553872,0.42569424699080655 +Saratoga NY,Other,9597,105510,43.1061353,-73.8553872,0.09095820301393233 +Schenectady NY,Democrat,35330,64933,42.8175516,-74.0435592,0.544099302357815 +Schenectady NY,Republican,22952,64933,42.8175516,-74.0435592,0.3534720404108851 +Schenectady NY,Other,6651,64933,42.8175516,-74.0435592,0.10242865723129996 +Schoharie NY,Democrat,5119,13207,42.591294,-74.4381718,0.38759748618157036 +Schoharie NY,Republican,6497,13207,42.591294,-74.4381718,0.49193609449534337 +Schoharie NY,Other,1591,13207,42.591294,-74.4381718,0.12046641932308624 +Schuyler NY,Democrat,3444,8146,42.4197755,-76.938603,0.42278418855880184 +Schuyler NY,Republican,3798,8146,42.4197755,-76.938603,0.4662410999263442 +Schuyler NY,Other,904,8146,42.4197755,-76.938603,0.11097471151485391 +Seneca NY,Democrat,6715,13266,42.7822943,-76.827088,0.506181215136439 +Seneca NY,Republican,5244,13266,42.7822943,-76.827088,0.3952962460425147 +Seneca NY,Other,1307,13266,42.7822943,-76.827088,0.09852253882104628 +Steuben NY,Democrat,15015,38531,42.2667252,-77.3855253,0.3896862266746256 +Steuben NY,Republican,20163,38531,42.2667252,-77.3855253,0.5232929329630687 +Steuben NY,Other,3353,38531,42.2667252,-77.3855253,0.08702084036230567 +Suffolk NY,Democrat,287519,586258,40.943554,-72.6922183,0.4904308342061004 +Suffolk NY,Republican,243258,586258,40.943554,-72.6922183,0.41493335698617334 +Suffolk NY,Other,55481,586258,40.943554,-72.6922183,0.09463580880772629 +Sullivan NY,Democrat,14612,28415,41.7199928,-74.7715769,0.5142354390286821 +Sullivan NY,Republican,11347,28415,41.7199928,-74.7715769,0.39933133908147106 +Sullivan NY,Other,2456,28415,41.7199928,-74.7715769,0.08643322188984691 +Tioga NY,Democrat,8544,21601,42.1780565,-76.2974556,0.39553724364612747 +Tioga NY,Republican,11160,21601,42.1780565,-76.2974556,0.5166427480209249 +Tioga NY,Other,1897,21601,42.1780565,-76.2974556,0.08782000833294755 +Tompkins NY,Democrat,24872,39670,42.4530063,-76.4734835,0.6269725233173683 +Tompkins NY,Republican,10191,39670,42.4530063,-76.4734835,0.25689437862364506 +Tompkins NY,Other,4607,39670,42.4530063,-76.4734835,0.11613309805898664 +Ulster NY,Democrat,43837,78315,41.9472124,-74.2654582,0.5597522824490838 +Ulster NY,Republican,25572,78315,41.9472124,-74.2654582,0.32652748515610036 +Ulster NY,Other,8906,78315,41.9472124,-74.2654582,0.11372023239481581 +Warren NY,Democrat,14276,29578,43.5551053,-73.8381388,0.4826560281290148 +Warren NY,Republican,12925,29578,43.5551053,-73.8381388,0.4369801879775509 +Warren NY,Other,2377,29578,43.5551053,-73.8381388,0.0803637838934343 +Washington NY,Democrat,10993,23095,43.3123766,-73.4394282,0.47599047412859924 +Washington NY,Republican,9793,23095,43.3123766,-73.4394282,0.42403117557912967 +Washington NY,Other,2309,23095,43.3123766,-73.4394282,0.09997835029227105 +Wayne NY,Democrat,15732,37547,43.4587577,-77.0631637,0.41899485977574774 +Wayne NY,Republican,17248,37547,43.4587577,-77.0631637,0.4593709217780382 +Wayne NY,Other,4567,37547,43.4587577,-77.0631637,0.12163421844621408 +Westchester NY,Democrat,234778,388447,41.1526862,-73.7457526,0.6044016300808089 +Westchester NY,Republican,131139,388447,41.1526862,-73.7457526,0.33759817941701187 +Westchester NY,Other,22530,388447,41.1526862,-73.7457526,0.05800019050217919 +Wyoming NY,Democrat,5357,16335,42.7013627,-78.2285667,0.32794612794612793 +Wyoming NY,Republican,9248,16335,42.7013627,-78.2285667,0.566146311600857 +Wyoming NY,Other,1730,16335,42.7013627,-78.2285667,0.105907560453015 +Yates NY,Democrat,4259,9442,42.638237,-77.1043238,0.45106968862529123 +Yates NY,Republican,4269,9442,42.638237,-77.1043238,0.4521287862740945 +Yates NY,Other,914,9442,42.638237,-77.1043238,0.09680152510061428 +Alamance NC,Democrat,28875,67776,36.0439535,-79.4005733,0.42603576487252126 +Alamance NC,Republican,38170,67776,36.0439535,-79.4005733,0.5631787063267233 +Alamance NC,Other,731,67776,36.0439535,-79.4005733,0.01078552880075543 +Alexander NC,Democrat,4611,17196,35.9209506,-81.1774668,0.2681437543614794 +Alexander NC,Republican,12253,17196,35.9209506,-81.1774668,0.7125494301000233 +Alexander NC,Other,332,17196,35.9209506,-81.1774668,0.019306815538497325 +Alleghany NC,Democrat,1583,5067,36.4893563,-81.1322987,0.31241365699625023 +Alleghany NC,Republican,3390,5067,36.4893563,-81.1322987,0.6690349319123742 +Alleghany NC,Other,94,5067,36.4893563,-81.1322987,0.018551411091375567 +Anson NC,Democrat,7019,11256,34.9749722,-80.1097633,0.6235785358919688 +Anson NC,Republican,4166,11256,34.9749722,-80.1097633,0.3701137171286425 +Anson NC,Other,71,11256,34.9749722,-80.1097633,0.00630774697938877 +Ashe NC,Democrat,4116,12610,36.4434687,-81.4993343,0.32640761300555116 +Ashe NC,Republican,8242,12610,36.4434687,-81.4993343,0.6536082474226804 +Ashe NC,Other,252,12610,36.4434687,-81.4993343,0.019984139571768436 +Avery NC,Democrat,1882,7759,36.07209,-81.9202847,0.24255703054517336 +Avery NC,Republican,5766,7759,36.07209,-81.9202847,0.743137002191004 +Avery NC,Other,111,7759,36.07209,-81.9202847,0.014305967263822657 +Beaufort NC,Democrat,9435,23620,35.4823128,-76.8420144,0.3994496189669771 +Beaufort NC,Republican,13977,23620,35.4823128,-76.8420144,0.5917442845046571 +Beaufort NC,Other,208,23620,35.4823128,-76.8420144,0.008806096528365791 +Bertie NC,Democrat,6695,10123,36.0590432,-76.9623641,0.6613652079423096 +Bertie NC,Republican,3387,10123,36.0590432,-76.9623641,0.33458460930554185 +Bertie NC,Other,41,10123,36.0590432,-76.9623641,0.004050182752148573 +Bladen NC,Democrat,8062,15957,34.5919375,-78.5394885,0.5052328131854359 +Bladen NC,Republican,7748,15957,34.5919375,-78.5394885,0.4855549288713417 +Bladen NC,Other,147,15957,34.5919375,-78.5394885,0.00921225794322241 +Brunswick NC,Democrat,22038,57362,34.0387542,-78.2277653,0.38419162511767374 +Brunswick NC,Republican,34743,57362,34.0387542,-78.2277653,0.6056797182803947 +Brunswick NC,Other,581,57362,34.0387542,-78.2277653,0.010128656601931593 +Buncombe NC,Democrat,70625,127696,35.6093706,-82.5304234,0.5530713569728104 +Buncombe NC,Republican,54701,127696,35.6093706,-82.5304234,0.4283689387294825 +Buncombe NC,Other,2370,127696,35.6093706,-82.5304234,0.018559704297707053 +Burke NC,Democrat,13701,36544,35.746182,-81.7061795,0.3749179071803853 +Burke NC,Republican,22267,36544,35.746182,-81.7061795,0.6093202714535902 +Burke NC,Other,576,36544,35.746182,-81.7061795,0.01576182136602452 +Cabarrus NC,Democrat,32849,83566,35.3883455,-80.5527284,0.39309049134815593 +Cabarrus NC,Republican,49557,83566,35.3883455,-80.5527284,0.5930282650838858 +Cabarrus NC,Other,1160,83566,35.3883455,-80.5527284,0.01388124356795826 +Caldwell NC,Democrat,10898,34732,35.966395,-81.5125411,0.31377404122998964 +Caldwell NC,Republican,23229,34732,35.966395,-81.5125411,0.6688068639871012 +Caldwell NC,Other,605,34732,35.966395,-81.5125411,0.017419094782909133 +Camden NC,Democrat,1508,4704,36.3423438,-76.1624876,0.320578231292517 +Camden NC,Republican,3109,4704,36.3423438,-76.1624876,0.6609268707482994 +Camden NC,Other,87,4704,36.3423438,-76.1624876,0.018494897959183673 +Carteret NC,Democrat,10301,35517,34.8583428,-76.5358602,0.29003012641833487 +Carteret NC,Republican,24775,35517,34.8583428,-76.5358602,0.6975532843427091 +Carteret NC,Other,441,35517,34.8583428,-76.5358602,0.012416589238955993 +Caswell NC,Democrat,5348,11039,36.3942984,-79.339609,0.4844641724793913 +Caswell NC,Republican,5594,11039,36.3942984,-79.339609,0.5067487997101187 +Caswell NC,Other,97,11039,36.3942984,-79.339609,0.00878702781049008 +Catawba NC,Democrat,24069,69601,35.6618826,-81.2149057,0.34581399692533155 +Catawba NC,Republican,44538,69601,35.6618826,-81.2149057,0.6399045990718524 +Catawba NC,Other,994,69601,35.6618826,-81.2149057,0.014281404002816052 +Chatham NC,Democrat,18361,35434,35.7049939,-79.2514542,0.5181746345318056 +Chatham NC,Republican,16665,35434,35.7049939,-79.2514542,0.47031100073375853 +Chatham NC,Other,408,35434,35.7049939,-79.2514542,0.011514364734435853 +Cherokee NC,Democrat,3378,12867,35.1371499,-84.0614491,0.26253205875495456 +Cherokee NC,Republican,9278,12867,35.1371499,-84.0614491,0.7210694023470895 +Cherokee NC,Other,211,12867,35.1371499,-84.0614491,0.016398538897956012 +Chowan NC,Democrat,3556,7505,36.128979,-76.6027521,0.47381745502998 +Chowan NC,Republican,3891,7505,36.128979,-76.6027521,0.518454363757495 +Chowan NC,Other,58,7505,36.128979,-76.6027521,0.0077281812125249835 +Clay NC,Democrat,1579,5642,35.0529971,-83.7522638,0.27986529599432824 +Clay NC,Republican,3973,5642,35.0529971,-83.7522638,0.7041829138603333 +Clay NC,Other,90,5642,35.0529971,-83.7522638,0.015951790145338533 +Cleveland NC,Democrat,17062,43340,35.3346302,-81.5571145,0.39367789570835254 +Cleveland NC,Republican,25793,43340,35.3346302,-81.5571145,0.595131518227965 +Cleveland NC,Other,485,43340,35.3346302,-81.5571145,0.01119058606368251 +Columbus NC,Democrat,11050,24243,34.2616017,-78.6393077,0.45580167471022565 +Columbus NC,Republican,12941,24243,34.2616017,-78.6393077,0.533803572165161 +Columbus NC,Other,252,24243,34.2616017,-78.6393077,0.01039475312461329 +Craven NC,Democrat,18763,46170,35.1168292,-77.0813197,0.40638943036603853 +Craven NC,Republican,26928,46170,35.1168292,-77.0813197,0.5832358674463938 +Craven NC,Other,479,46170,35.1168292,-77.0813197,0.010374702187567685 +Cumberland NC,Democrat,75792,127641,35.0501921,-78.8287187,0.5937903965026912 +Cumberland NC,Republican,50666,127641,35.0501921,-78.8287187,0.3969414216435158 +Cumberland NC,Other,1183,127641,35.0501921,-78.8287187,0.009268181853793061 +Currituck NC,Democrat,3562,11304,36.3721739,-75.9412242,0.3151096956829441 +Currituck NC,Republican,7496,11304,36.3721739,-75.9412242,0.6631280962491154 +Currituck NC,Other,246,11304,36.3721739,-75.9412242,0.02176220806794055 +Dare NC,Democrat,7393,17974,35.6062688,-75.7675364,0.4113163458328697 +Dare NC,Republican,10248,17974,35.6062688,-75.7675364,0.5701568932903083 +Dare NC,Other,333,17974,35.6062688,-75.7675364,0.018526760876822077 +Davidson NC,Democrat,20624,70935,35.7951312,-80.207107,0.29074504828363995 +Davidson NC,Republican,49383,70935,35.7951312,-80.207107,0.6961725523366462 +Davidson NC,Other,928,70935,35.7951312,-80.207107,0.013082399379713823 +Davie NC,Democrat,5735,20670,35.9293554,-80.5425524,0.27745524915336234 +Davie NC,Republican,14687,20670,35.9293554,-80.5425524,0.7105466860183841 +Davie NC,Other,248,20670,35.9293554,-80.5425524,0.011998064828253507 +Duplin NC,Democrat,9033,20592,34.9344033,-77.9335434,0.4386655011655012 +Duplin NC,Republican,11416,20592,34.9344033,-77.9335434,0.5543900543900544 +Duplin NC,Other,143,20592,34.9344033,-77.9335434,0.006944444444444444 +Durham NC,Democrat,111224,146735,36.0338282,-78.8781246,0.7579922990424915 +Durham NC,Republican,33769,146735,36.0338282,-78.8781246,0.2301359593825604 +Durham NC,Other,1742,146735,36.0338282,-78.8781246,0.011871741574948035 +Edgecombe NC,Democrat,18310,26972,35.9170773,-77.6027422,0.6788521429630728 +Edgecombe NC,Republican,8546,26972,35.9170773,-77.6027422,0.31684710069701916 +Edgecombe NC,Other,116,26972,35.9170773,-77.6027422,0.004300756339908052 +Forsyth NC,Democrat,92323,174069,36.1324661,-80.2569608,0.5303816302730526 +Forsyth NC,Republican,79768,174069,36.1324661,-80.2569608,0.45825505977514663 +Forsyth NC,Other,1978,174069,36.1324661,-80.2569608,0.011363309951800724 +Franklin NC,Democrat,13436,28389,36.0882406,-78.2830903,0.47328190496318995 +Franklin NC,Republican,14603,28389,36.0882406,-78.2830903,0.5143893761668252 +Franklin NC,Other,350,28389,36.0882406,-78.2830903,0.012328718869984854 +Gaston NC,Democrat,33171,90483,35.2933443,-81.1772556,0.36659925068797455 +Gaston NC,Republican,56138,90483,35.2933443,-81.1772556,0.6204259363637369 +Gaston NC,Other,1174,90483,35.2933443,-81.1772556,0.012974812948288629 +Gates NC,Democrat,2786,5396,36.4421353,-76.7023552,0.5163083765752409 +Gates NC,Republican,2564,5396,36.4421353,-76.7023552,0.47516679021497404 +Gates NC,Other,46,5396,36.4421353,-76.7023552,0.008524833209785025 +Graham NC,Democrat,1119,3947,35.3483644,-83.8309147,0.2835064606029896 +Graham NC,Republican,2750,3947,35.3483644,-83.8309147,0.6967316949581961 +Graham NC,Other,78,3947,35.3483644,-83.8309147,0.019761844438814288 +Granville NC,Democrat,13598,26275,36.299884,-78.6576338,0.5175261655566128 +Granville NC,Republican,12405,26275,36.299884,-78.6576338,0.47212178877259753 +Granville NC,Other,272,26275,36.299884,-78.6576338,0.010352045670789725 +Greene NC,Democrat,3778,8236,35.481959,-77.6816876,0.4587178241864983 +Greene NC,Republican,4411,8236,35.481959,-77.6816876,0.5355755220981059 +Greene NC,Other,47,8236,35.481959,-77.6816876,0.005706653715395823 +Guilford NC,Democrat,146365,253852,36.079065,-79.7886652,0.5765761152167405 +Guilford NC,Republican,104789,253852,36.079065,-79.7886652,0.4127956447063643 +Guilford NC,Other,2698,253852,36.079065,-79.7886652,0.0106282400768952 +Halifax NC,Democrat,17176,26079,36.2514375,-77.6448423,0.658614210667587 +Halifax NC,Republican,8763,26079,36.2514375,-77.6448423,0.33601748533302656 +Halifax NC,Other,140,26079,36.2514375,-77.6448423,0.0053683039993864794 +Harnett NC,Democrat,17331,43415,35.3686348,-78.8716104,0.39919382701831163 +Harnett NC,Republican,25565,43415,35.3686348,-78.8716104,0.5888517793389382 +Harnett NC,Other,519,43415,35.3686348,-78.8716104,0.011954393642750201 +Haywood NC,Democrat,11833,27974,35.5588823,-82.9813074,0.42299992850504037 +Haywood NC,Republican,15633,27974,35.5588823,-82.9813074,0.5588403517552013 +Haywood NC,Other,508,27974,35.5588823,-82.9813074,0.018159719739758346 +Henderson NC,Democrat,18642,52392,35.3364146,-82.4797406,0.35581768208886855 +Henderson NC,Republican,32994,52392,35.3364146,-82.4797406,0.6297526339899221 +Henderson NC,Other,756,52392,35.3364146,-82.4797406,0.014429683921209345 +Hertford NC,Democrat,7843,10918,36.3635174,-76.981616,0.7183550100751054 +Hertford NC,Republican,3007,10918,36.3635174,-76.981616,0.2754167429932222 +Hertford NC,Other,68,10918,36.3635174,-76.981616,0.006228246931672467 +Hoke NC,Democrat,10076,17089,35.0172328,-79.2419635,0.5896190531921118 +Hoke NC,Republican,6819,17089,35.0172328,-79.2419635,0.3990286148984727 +Hoke NC,Other,194,17089,35.0172328,-79.2419635,0.011352331909415413 +Hyde NC,Democrat,1163,2383,35.4081567,-76.1536867,0.48804028535459504 +Hyde NC,Republican,1193,2383,35.4081567,-76.1536867,0.5006294586655476 +Hyde NC,Other,27,2383,35.4081567,-76.1536867,0.011330255979857323 +Iredell NC,Democrat,26076,76365,35.8062493,-80.8745203,0.34146533097623255 +Iredell NC,Republican,49299,76365,35.8062493,-80.8745203,0.6455706148104499 +Iredell NC,Other,990,76365,35.8062493,-80.8745203,0.01296405421331762 +Jackson NC,Democrat,8095,16701,35.2810521,-83.1199622,0.48470151487934854 +Jackson NC,Republican,8254,16701,35.2810521,-83.1199622,0.49422190288006707 +Jackson NC,Other,352,16701,35.2810521,-83.1199622,0.021076582240584396 +Johnston NC,Democrat,27290,76691,35.5134188,-78.3673482,0.35584358008110467 +Johnston NC,Republican,48427,76691,35.5134188,-78.3673482,0.6314561030629409 +Johnston NC,Other,974,76691,35.5134188,-78.3673482,0.012700316855954415 +Jones NC,Democrat,2352,5230,35.0322677,-77.3561946,0.4497131931166348 +Jones NC,Republican,2837,5230,35.0322677,-77.3561946,0.5424474187380497 +Jones NC,Other,41,5230,35.0322677,-77.3561946,0.007839388145315488 +Lee NC,Democrat,10801,24239,35.4763365,-79.1721174,0.4456041915920624 +Lee NC,Republican,13158,24239,35.4763365,-79.1721174,0.5428441767399645 +Lee NC,Other,280,24239,35.4763365,-79.1721174,0.011551631667973102 +Lenoir NC,Democrat,13948,28086,35.2400677,-77.6355095,0.49661753186641033 +Lenoir NC,Republican,13980,28086,35.2400677,-77.6355095,0.4977568895535142 +Lenoir NC,Other,158,28086,35.2400677,-77.6355095,0.0056255785800754824 +Lincoln NC,Democrat,11024,36775,35.4884913,-81.2268916,0.299768864717879 +Lincoln NC,Republican,25267,36775,35.4884913,-81.2268916,0.6870700203942895 +Lincoln NC,Other,484,36775,35.4884913,-81.2268916,0.013161114887831407 +Macon NC,Democrat,5712,16861,35.1529593,-83.421901,0.33876994247079056 +Macon NC,Republican,10835,16861,35.1529593,-83.421901,0.6426072000474468 +Macon NC,Other,314,16861,35.1529593,-83.421901,0.018622857481762647 +Madison NC,Democrat,4484,10113,35.8642073,-82.7126299,0.4433896964303372 +Madison NC,Republican,5404,10113,35.8642073,-82.7126299,0.5343617126470879 +Madison NC,Other,225,10113,35.8642073,-82.7126299,0.022248590922574904 +Martin NC,Democrat,6583,12652,35.8473006,-77.1196022,0.5203129939930445 +Martin NC,Republican,5995,12652,35.8473006,-77.1196022,0.4738381283591527 +Martin NC,Other,74,12652,35.8473006,-77.1196022,0.005848877647802719 +Mecklenburg NC,Democrat,272262,448900,35.2468623,-80.8338317,0.6065092448206728 +Mecklenburg NC,Republican,171668,448900,35.2468623,-80.8338317,0.3824192470483404 +Mecklenburg NC,Other,4970,448900,35.2468623,-80.8338317,0.011071508130986858 +Mitchell NC,Democrat,1838,7765,36.013102,-82.1635541,0.23670315518351578 +Mitchell NC,Republican,5806,7765,36.013102,-82.1635541,0.7477141017385706 +Mitchell NC,Other,121,7765,36.013102,-82.1635541,0.015582743077913715 +Montgomery NC,Democrat,4706,11231,35.3344151,-79.9066023,0.41901878728519276 +Montgomery NC,Republican,6404,11231,35.3344151,-79.9066023,0.5702074614905173 +Montgomery NC,Other,121,11231,35.3344151,-79.9066023,0.010773751224289911 +Moore NC,Democrat,16505,46415,35.3082717,-79.4927248,0.3555962512118927 +Moore NC,Republican,29495,46415,35.3082717,-79.4927248,0.6354626737046214 +Moore NC,Other,415,46415,35.3082717,-79.4927248,0.008941075083485942 +Nash NC,Democrat,24313,48492,35.9659447,-77.9875546,0.5013816712034975 +Nash NC,Republican,23842,48492,35.9659447,-77.9875546,0.4916687288624928 +Nash NC,Other,337,48492,35.9659447,-77.9875546,0.006949599934009733 +Northampton NC,Democrat,7232,10756,36.4217739,-77.3983518,0.6723689103756043 +Northampton NC,Republican,3483,10756,36.4217739,-77.3983518,0.32381926366679065 +Northampton NC,Other,41,10756,36.4217739,-77.3983518,0.0038118259576050578 +Onslow NC,Democrat,18490,51435,34.7631087,-77.4994691,0.35948284242247497 +Onslow NC,Republican,32243,51435,34.7631087,-77.4994691,0.6268688636142704 +Onslow NC,Other,702,51435,34.7631087,-77.4994691,0.013648293963254593 +Orange NC,Democrat,53901,76757,36.0625255,-79.120034,0.7022291126542205 +Orange NC,Republican,21539,76757,36.0625255,-79.120034,0.280612843128314 +Orange NC,Other,1317,76757,36.0625255,-79.120034,0.017158044217465508 +Pamlico NC,Democrat,2647,6762,35.1475747,-76.6652684,0.3914522330671399 +Pamlico NC,Republican,4051,6762,35.1475747,-76.6652684,0.5990831115054718 +Pamlico NC,Other,64,6762,35.1475747,-76.6652684,0.009464655427388346 +Pasquotank NC,Democrat,10282,18107,36.265199,-76.2606906,0.5678466891257524 +Pasquotank NC,Republican,7633,18107,36.265199,-76.2606906,0.42154967692052797 +Pasquotank NC,Other,192,18107,36.265199,-76.2606906,0.010603633953719556 +Pender NC,Democrat,9632,24527,34.5125561,-77.8881063,0.39271007461165247 +Pender NC,Republican,14617,24527,34.5125561,-77.8881063,0.5959554776368899 +Pender NC,Other,278,24527,34.5125561,-77.8881063,0.011334447751457578 +Perquimans NC,Democrat,2759,6652,36.1808969,-76.4032445,0.41476247745039085 +Perquimans NC,Republican,3822,6652,36.1808969,-76.4032445,0.5745640408899579 +Perquimans NC,Other,71,6652,36.1808969,-76.4032445,0.010673481659651233 +Person NC,Democrat,8418,19106,36.3863503,-78.9656233,0.4405945776195959 +Person NC,Republican,10496,19106,36.3863503,-78.9656233,0.5493562231759657 +Person NC,Other,192,19106,36.3863503,-78.9656233,0.010049199204438397 +Pitt NC,Democrat,41843,78856,35.5924897,-77.3727387,0.5306254438470123 +Pitt NC,Republican,36214,78856,35.5924897,-77.3727387,0.45924216292989756 +Pitt NC,Other,799,78856,35.5924897,-77.3727387,0.01013239322309019 +Polk NC,Democrat,4013,10389,35.2779011,-82.1676211,0.38627394359418615 +Polk NC,Republican,6236,10389,35.2779011,-82.1676211,0.6002502647030513 +Polk NC,Other,140,10389,35.2779011,-82.1676211,0.013475791702762537 +Randolph NC,Democrat,14773,60715,35.7099148,-79.8062153,0.2433171374454418 +Randolph NC,Republican,45160,60715,35.7099148,-79.8062153,0.7438030140821873 +Randolph NC,Other,782,60715,35.7099148,-79.8062153,0.012879848472370913 +Richmond NC,Democrat,9904,19417,35.004636,-79.7556946,0.5100684966781687 +Richmond NC,Republican,9332,19417,35.004636,-79.7556946,0.48060977493948603 +Richmond NC,Other,181,19417,35.004636,-79.7556946,0.009321728382345367 +Robeson NC,Democrat,24988,42946,34.6392096,-79.1008811,0.5818469706142597 +Robeson NC,Republican,17510,42946,34.6392096,-79.1008811,0.4077213244539655 +Robeson NC,Other,448,42946,34.6392096,-79.1008811,0.010431704931774788 +Rockingham NC,Democrat,16351,42020,36.3818062,-79.7827539,0.38912422655878154 +Rockingham NC,Republican,25227,42020,36.3818062,-79.7827539,0.6003569728700618 +Rockingham NC,Other,442,42020,36.3818062,-79.7827539,0.010518800571156593 +Rowan NC,Democrat,22650,62312,35.6413551,-80.5217214,0.3634933881114392 +Rowan NC,Republican,38775,62312,35.6413551,-80.5217214,0.6222717935550135 +Rowan NC,Other,887,62312,35.6413551,-80.5217214,0.014234818333547311 +Rutherford NC,Democrat,9374,28702,35.4027469,-81.9195825,0.3265974496550763 +Rutherford NC,Republican,18954,28702,35.4027469,-81.9195825,0.660372099505261 +Rutherford NC,Other,374,28702,35.4027469,-81.9195825,0.013030450839662741 +Sampson NC,Democrat,11566,26174,34.9892978,-78.3711743,0.4418888973790785 +Sampson NC,Republican,14422,26174,34.9892978,-78.3711743,0.5510048139374952 +Sampson NC,Other,186,26174,34.9892978,-78.3711743,0.007106288683426301 +Scotland NC,Democrat,8215,14156,34.8400226,-79.4773366,0.5803192992370726 +Scotland NC,Republican,5831,14156,34.8400226,-79.4773366,0.41191014410850524 +Scotland NC,Other,110,14156,34.8400226,-79.4773366,0.007770556654422153 +Stanly NC,Democrat,8431,28717,35.3104492,-80.2543742,0.2935891632134276 +Stanly NC,Republican,19904,28717,35.3104492,-80.2543742,0.6931086116237769 +Stanly NC,Other,382,28717,35.3104492,-80.2543742,0.013302225162795557 +Stokes NC,Democrat,6018,21619,36.3935052,-80.2662145,0.27836625190804387 +Stokes NC,Republican,15237,21619,36.3935052,-80.2662145,0.7047967066006753 +Stokes NC,Other,364,21619,36.3935052,-80.2662145,0.01683704149128082 +Surry NC,Democrat,9112,29470,36.415416,-80.6864631,0.30919579233118427 +Surry NC,Republican,19923,29470,36.415416,-80.6864631,0.6760434340006787 +Surry NC,Other,435,29470,36.415416,-80.6864631,0.014760773668137089 +Swain NC,Democrat,2618,5728,35.5688491,-83.4656136,0.45705307262569833 +Swain NC,Republican,2976,5728,35.5688491,-83.4656136,0.5195530726256983 +Swain NC,Other,134,5728,35.5688491,-83.4656136,0.02339385474860335 +Transylvania NC,Democrat,6826,16763,35.2101025,-82.816666,0.4072063473125336 +Transylvania NC,Republican,9634,16763,35.2101025,-82.816666,0.574718129213148 +Transylvania NC,Other,303,16763,35.2101025,-82.816666,0.01807552347431844 +Tyrrell NC,Democrat,837,1783,35.8704196,-76.1653454,0.46943353897924844 +Tyrrell NC,Republican,930,1783,35.8704196,-76.1653454,0.5215928210880538 +Tyrrell NC,Other,16,1783,35.8704196,-76.1653454,0.0089736399326977 +Union NC,Democrat,32473,94728,34.9918204,-80.5304264,0.3428025504602652 +Union NC,Republican,61107,94728,34.9918204,-80.5304264,0.6450785406637953 +Union NC,Other,1148,94728,34.9918204,-80.5304264,0.012118908875939532 +Vance NC,Democrat,13323,20854,36.3654806,-78.4054343,0.6388702407212046 +Vance NC,Republican,7429,20854,36.3654806,-78.4054343,0.35623861129759277 +Vance NC,Other,102,20854,36.3654806,-78.4054343,0.004891147981202647 +Wake NC,Democrat,267262,486427,35.7898464,-78.650624,0.5494390730777691 +Wake NC,Republican,211596,486427,35.7898464,-78.650624,0.43500052423076846 +Wake NC,Other,7569,486427,35.7898464,-78.650624,0.015560402691462439 +Warren NC,Democrat,6978,10162,36.3981051,-78.0998993,0.6866758512103917 +Warren NC,Republican,3140,10162,36.3981051,-78.0998993,0.30899429246211374 +Warren NC,Other,44,10162,36.3981051,-78.0998993,0.004329856327494588 +Washington NC,Democrat,3833,6499,35.844713,-76.5722906,0.5897830435451608 +Washington NC,Republican,2622,6499,35.844713,-76.5722906,0.403446684105247 +Washington NC,Other,44,6499,35.844713,-76.5722906,0.006770272349592245 +Watauga NC,Democrat,13002,27674,36.2353679,-81.7098875,0.46982727469827273 +Watauga NC,Republican,13861,27674,36.2353679,-81.7098875,0.5008672400086724 +Watauga NC,Other,811,27674,36.2353679,-81.7098875,0.029305485293054854 +Wayne NC,Democrat,23314,51352,35.3541896,-78.0086695,0.45400373890014023 +Wayne NC,Republican,27641,51352,35.3541896,-78.0086695,0.5382653061224489 +Wayne NC,Other,397,51352,35.3541896,-78.0086695,0.007730954977410812 +Wilkes NC,Democrat,8148,29145,36.2088833,-81.1660949,0.2795676788471436 +Wilkes NC,Republican,20515,29145,36.2088833,-81.1660949,0.7038943214959684 +Wilkes NC,Other,482,29145,36.2088833,-81.1660949,0.016537999656887972 +Wilson NC,Democrat,20875,39109,35.7003569,-77.9215978,0.5337646066122888 +Wilson NC,Republican,17954,39109,35.7003569,-77.9215978,0.45907591602955844 +Wilson NC,Other,280,39109,35.7003569,-77.9215978,0.007159477358152855 +Yadkin NC,Democrat,3957,16813,36.1587653,-80.6651641,0.2353535954321061 +Yadkin NC,Republican,12578,16813,36.1587653,-80.6651641,0.7481115803247487 +Yadkin NC,Other,278,16813,36.1587653,-80.6651641,0.016534824243145185 +Yancey NC,Democrat,3981,9451,35.8893259,-82.3039535,0.4212252671674955 +Yancey NC,Republican,5278,9451,35.8893259,-82.3039535,0.5584594222833562 +Yancey NC,Other,192,9451,35.8893259,-82.3039535,0.020315310549148237 +Adams ND,Democrat,328,1286,46.0968146,-102.5331983,0.25505443234836706 +Adams ND,Republican,918,1286,46.0968146,-102.5331983,0.713841368584759 +Adams ND,Other,40,1286,46.0968146,-102.5331983,0.03110419906687403 +Barnes ND,Democrat,2394,5522,46.94255,-98.0701946,0.43353857298080406 +Barnes ND,Republican,2964,5522,46.94255,-98.0701946,0.5367620427381383 +Barnes ND,Other,164,5522,46.94255,-98.0701946,0.02969938428105759 +Benson ND,Democrat,1235,2157,48.071743,-99.3511517,0.5725544738062124 +Benson ND,Republican,868,2157,48.071743,-99.3511517,0.40241075567918405 +Benson ND,Other,54,2157,48.071743,-99.3511517,0.025034770514603615 +Billings ND,Democrat,89,578,47.007044,-103.3640163,0.15397923875432526 +Billings ND,Republican,472,578,47.007044,-103.3640163,0.8166089965397924 +Billings ND,Other,17,578,47.007044,-103.3640163,0.029411764705882353 +Bottineau ND,Democrat,1183,3555,48.7944116,-100.8312572,0.3327707454289733 +Bottineau ND,Republican,2280,3555,48.7944116,-100.8312572,0.6413502109704642 +Bottineau ND,Other,92,3555,48.7944116,-100.8312572,0.025879043600562587 +Bowman ND,Democrat,414,1737,46.1101438,-103.5059433,0.23834196891191708 +Bowman ND,Republican,1280,1737,46.1101438,-103.5059433,0.7369027058146229 +Bowman ND,Other,43,1737,46.1101438,-103.5059433,0.02475532527345999 +Burke ND,Democrat,230,1023,48.7864534,-102.5200874,0.22482893450635386 +Burke ND,Republican,769,1023,48.7864534,-102.5200874,0.7517106549364614 +Burke ND,Other,24,1023,48.7864534,-102.5200874,0.02346041055718475 +Burleigh ND,Democrat,14122,43387,46.9788291,-100.4695326,0.3254892018346509 +Burleigh ND,Republican,27951,43387,46.9788291,-100.4695326,0.6442252287551571 +Burleigh ND,Other,1314,43387,46.9788291,-100.4695326,0.030285569410191993 +Cass ND,Democrat,34712,73855,46.9270033,-97.2523747,0.47000203100670235 +Cass ND,Republican,36855,73855,46.9270033,-97.2523747,0.4990183467605443 +Cass ND,Other,2288,73855,46.9270033,-97.2523747,0.030979622232753367 +Cavalier ND,Democrat,818,2069,48.7684388,-98.4637903,0.3953600773320445 +Cavalier ND,Republican,1195,2069,48.7684388,-98.4637903,0.5775737071048815 +Cavalier ND,Other,56,2069,48.7684388,-98.4637903,0.02706621556307395 +Dickey ND,Democrat,853,2535,46.1077559,-98.4965182,0.33648915187376727 +Dickey ND,Republican,1610,2535,46.1077559,-98.4965182,0.6351084812623274 +Dickey ND,Other,72,2535,46.1077559,-98.4965182,0.028402366863905324 +Divide ND,Democrat,385,1162,48.8147537,-103.5093256,0.3313253012048193 +Divide ND,Republican,733,1162,48.8147537,-103.5093256,0.6308089500860585 +Divide ND,Other,44,1162,48.8147537,-103.5093256,0.0378657487091222 +Dunn ND,Democrat,508,2034,47.3545572,-102.6123216,0.2497541789577188 +Dunn ND,Republican,1506,2034,47.3545572,-102.6123216,0.7404129793510325 +Dunn ND,Other,20,2034,47.3545572,-102.6123216,0.00983284169124877 +Eddy ND,Democrat,486,1157,47.7234355,-98.9004745,0.42005185825410546 +Eddy ND,Republican,634,1157,47.7234355,-98.9004745,0.5479688850475367 +Eddy ND,Other,37,1157,47.7234355,-98.9004745,0.03197925669835782 +Emmons ND,Democrat,383,1884,46.2842552,-100.2378424,0.20329087048832273 +Emmons ND,Republican,1435,1884,46.2842552,-100.2378424,0.7616772823779193 +Emmons ND,Other,66,1884,46.2842552,-100.2378424,0.03503184713375796 +Foster ND,Democrat,607,1682,47.4714315,-98.8728755,0.36087990487514865 +Foster ND,Republican,1030,1682,47.4714315,-98.8728755,0.6123662306777645 +Foster ND,Other,45,1682,47.4714315,-98.8728755,0.0267538644470868 +Grant ND,Democrat,334,1413,46.3578269,-101.6390494,0.23637650389242745 +Grant ND,Republican,1025,1413,46.3578269,-101.6390494,0.7254069355980184 +Grant ND,Other,54,1413,46.3578269,-101.6390494,0.03821656050955414 +Griggs ND,Democrat,536,1343,47.4563342,-98.2322863,0.3991064780342517 +Griggs ND,Republican,771,1343,47.4563342,-98.2322863,0.5740878629932986 +Griggs ND,Other,36,1343,47.4563342,-98.2322863,0.02680565897244974 +Hettinger ND,Democrat,313,1362,46.4357038,-102.454238,0.22980910425844348 +Hettinger ND,Republican,1000,1362,46.4357038,-102.454238,0.7342143906020558 +Hettinger ND,Other,49,1362,46.4357038,-102.454238,0.035976505139500736 +Kidder ND,Democrat,393,1328,46.9382725,-99.731198,0.29593373493975905 +Kidder ND,Republican,870,1328,46.9382725,-99.731198,0.6551204819277109 +Kidder ND,Other,65,1328,46.9382725,-99.731198,0.04894578313253012 +Logan ND,Democrat,232,1073,46.469278,-99.5045846,0.21621621621621623 +Logan ND,Republican,810,1073,46.469278,-99.5045846,0.7548928238583411 +Logan ND,Other,31,1073,46.469278,-99.5045846,0.028890959925442685 +Mercer ND,Democrat,1166,4455,47.3071473,-101.8333279,0.2617283950617284 +Mercer ND,Republican,3152,4455,47.3071473,-101.8333279,0.7075196408529741 +Mercer ND,Other,137,4455,47.3071473,-101.8333279,0.030751964085297418 +Morton ND,Democrat,4469,13613,46.7108188,-101.2982647,0.3282891353852935 +Morton ND,Republican,8680,13613,46.7108188,-101.2982647,0.6376257988687284 +Morton ND,Other,464,13613,46.7108188,-101.2982647,0.03408506574597811 +Mountrail ND,Democrat,1403,3457,48.2100726,-102.3648952,0.40584321666184553 +Mountrail ND,Republican,1962,3457,48.2100726,-102.3648952,0.5675441133931154 +Mountrail ND,Other,92,3457,48.2100726,-102.3648952,0.026612669945039052 +Nelson ND,Democrat,767,1678,47.9186666,-98.2044278,0.4570917759237187 +Nelson ND,Republican,865,1678,47.9186666,-98.2044278,0.5154946364719905 +Nelson ND,Other,46,1678,47.9186666,-98.2044278,0.027413587604290822 +Oliver ND,Democrat,281,1013,47.1180789,-101.3314198,0.2773938795656466 +Oliver ND,Republican,693,1013,47.1180789,-101.3314198,0.684106614017769 +Oliver ND,Other,39,1013,47.1180789,-101.3314198,0.0384995064165844 +Pembina ND,Democrat,1253,3255,48.7668959,-97.5454045,0.3849462365591398 +Pembina ND,Republican,1899,3255,48.7668959,-97.5454045,0.5834101382488479 +Pembina ND,Other,103,3255,48.7668959,-97.5454045,0.03164362519201229 +Pierce ND,Democrat,660,2178,48.2388827,-99.966497,0.30303030303030304 +Pierce ND,Republican,1465,2178,48.2388827,-99.966497,0.6726354453627181 +Pierce ND,Other,53,2178,48.2388827,-99.966497,0.024334251606978878 +Ramsey ND,Democrat,2164,4999,48.2661631,-98.739031,0.4328865773154631 +Ramsey ND,Republican,2665,4999,48.2661631,-98.739031,0.5331066213242649 +Ramsey ND,Other,170,4999,48.2661631,-98.739031,0.03400680136027205 +Ransom ND,Democrat,1343,2425,46.4492764,-97.6475541,0.5538144329896907 +Ransom ND,Republican,1009,2425,46.4492764,-97.6475541,0.4160824742268041 +Ransom ND,Other,73,2425,46.4492764,-97.6475541,0.030103092783505155 +Renville ND,Democrat,398,1278,48.7127815,-101.6581522,0.3114241001564945 +Renville ND,Republican,851,1278,48.7127815,-101.6581522,0.6658841940532081 +Renville ND,Other,29,1278,48.7127815,-101.6581522,0.02269170579029734 +Richland ND,Democrat,3198,7613,46.2652192,-96.9379599,0.42007093130172074 +Richland ND,Republican,4229,7613,46.2652192,-96.9379599,0.5554971758833575 +Richland ND,Other,186,7613,46.2652192,-96.9379599,0.024431892814921845 +Rolette ND,Democrat,3353,4552,48.7682715,-99.8404634,0.7365992970123023 +Rolette ND,Republican,1092,4552,48.7682715,-99.8404634,0.2398945518453427 +Rolette ND,Other,107,4552,48.7682715,-99.8404634,0.02350615114235501 +Sargent ND,Democrat,1075,2007,46.1082035,-97.6300507,0.5356253114100648 +Sargent ND,Republican,879,2007,46.1082035,-97.6300507,0.43796711509715996 +Sargent ND,Other,53,2007,46.1082035,-97.6300507,0.026407573492775286 +Sheridan ND,Democrat,163,822,47.5813594,-100.3309858,0.19829683698296838 +Sheridan ND,Republican,642,822,47.5813594,-100.3309858,0.781021897810219 +Sheridan ND,Other,17,822,47.5813594,-100.3309858,0.02068126520681265 +Sioux ND,Democrat,900,1144,46.1106181,-101.061284,0.7867132867132867 +Sioux ND,Republican,225,1144,46.1106181,-101.061284,0.19667832167832167 +Sioux ND,Other,19,1144,46.1106181,-101.061284,0.016608391608391608 +Slope ND,Democrat,83,437,46.4458338,-103.462462,0.18993135011441648 +Slope ND,Republican,341,437,46.4458338,-103.462462,0.7803203661327232 +Slope ND,Other,13,437,46.4458338,-103.462462,0.029748283752860413 +Stark ND,Democrat,2812,11633,46.8170312,-102.6620262,0.2417261239577065 +Stark ND,Republican,8521,11633,46.8170312,-102.6620262,0.7324851714948852 +Stark ND,Other,300,11633,46.8170312,-102.6620262,0.025788704547408236 +Steele ND,Democrat,518,1042,47.4510624,-97.71892,0.4971209213051823 +Steele ND,Republican,498,1042,47.4510624,-97.71892,0.4779270633397313 +Steele ND,Other,26,1042,47.4510624,-97.71892,0.02495201535508637 +Stutsman ND,Democrat,3585,9558,46.9722235,-98.9561228,0.37507846829880725 +Stutsman ND,Republican,5685,9558,46.9722235,-98.9561228,0.5947897049591965 +Stutsman ND,Other,288,9558,46.9722235,-98.9561228,0.030131826741996232 +Towner ND,Democrat,516,1182,48.6821831,-99.2481583,0.4365482233502538 +Towner ND,Republican,623,1182,48.6821831,-99.2481583,0.5270727580372251 +Towner ND,Other,43,1182,48.6821831,-99.2481583,0.03637901861252115 +Traill ND,Democrat,1811,3921,47.4462146,-97.1647538,0.4618719714358582 +Traill ND,Republican,1996,3921,47.4462146,-97.1647538,0.5090538128028564 +Traill ND,Other,114,3921,47.4462146,-97.1647538,0.029074215761285386 +Walsh ND,Democrat,2124,5096,48.3769789,-97.7222304,0.41679748822605966 +Walsh ND,Republican,2813,5096,48.3769789,-97.7222304,0.5520015698587127 +Walsh ND,Other,159,5096,48.3769789,-97.7222304,0.03120094191522763 +Ward ND,Democrat,8441,25463,48.2166858,-101.5405369,0.3315006087263873 +Ward ND,Republican,16230,25463,48.2166858,-101.5405369,0.6373954365157287 +Ward ND,Other,792,25463,48.2166858,-101.5405369,0.031103954757883988 +Wells ND,Democrat,673,2379,47.5808513,-99.6822135,0.2828919714165616 +Wells ND,Republican,1654,2379,47.5808513,-99.6822135,0.6952501050861707 +Wells ND,Other,52,2379,47.5808513,-99.6822135,0.02185792349726776 +Williams ND,Democrat,2322,9808,48.3557649,-103.5013332,0.23674551386623166 +Williams ND,Republican,7184,9808,48.3557649,-103.5013332,0.732463295269168 +Williams ND,Other,302,9808,48.3557649,-103.5013332,0.030791190864600325 +Adams OH,Democrat,3976,11089,38.8344683,-83.4780816,0.3585535215078005 +Adams OH,Republican,6865,11089,38.8344683,-83.4780816,0.6190819731265218 +Adams OH,Other,248,11089,38.8344683,-83.4780816,0.0223645053656777 +Allen OH,Democrat,17913,48235,40.7716274,-84.1061032,0.3713693376179123 +Allen OH,Republican,29502,48235,40.7716274,-84.1061032,0.611630558722919 +Allen OH,Other,820,48235,40.7716274,-84.1061032,0.017000103659168653 +Ashland OH,Democrat,8281,24330,40.843273,-82.2701271,0.34036169338265515 +Ashland OH,Republican,15519,24330,40.843273,-82.2701271,0.6378545006165228 +Ashland OH,Other,530,24330,40.843273,-82.2701271,0.02178380600082203 +Ashtabula OH,Democrat,23803,43064,41.9066369,-80.7455916,0.5527354634961917 +Ashtabula OH,Republican,18298,43064,41.9066369,-80.7455916,0.4249024707412224 +Ashtabula OH,Other,963,43064,41.9066369,-80.7455916,0.02236206576258592 +Athens OH,Democrat,18307,27638,39.3326037,-82.0458439,0.6623851219335697 +Athens OH,Republican,8543,27638,39.3326037,-82.0458439,0.30910340835082134 +Athens OH,Other,788,27638,39.3326037,-82.0458439,0.028511469715608945 +Auglaize OH,Democrat,5831,23405,40.561309,-84.2240177,0.24913480025635548 +Auglaize OH,Republican,17169,23405,40.561309,-84.2240177,0.7335612048707542 +Auglaize OH,Other,405,23405,40.561309,-84.2240177,0.01730399487289041 +Belmont OH,Democrat,14156,31564,40.0176819,-80.9677268,0.44848561652515523 +Belmont OH,Republican,16758,31564,40.0176819,-80.9677268,0.5309213027499683 +Belmont OH,Other,650,31564,40.0176819,-80.9677268,0.02059308072487644 +Brown OH,Democrat,7107,19392,38.9313769,-83.8667723,0.36649133663366334 +Brown OH,Republican,11916,19392,38.9313769,-83.8667723,0.614480198019802 +Brown OH,Other,369,19392,38.9313769,-83.8667723,0.019028465346534653 +Butler OH,Democrat,62388,170191,39.4397469,-84.5657341,0.3665763759540751 +Butler OH,Republican,105176,170191,39.4397469,-84.5657341,0.6179880252187249 +Butler OH,Other,2627,170191,39.4397469,-84.5657341,0.015435598827200029 +Carroll OH,Democrat,5543,13262,40.5798841,-81.090787,0.4179610918413512 +Carroll OH,Republican,7315,13262,40.5798841,-81.090787,0.5515759312320917 +Carroll OH,Other,404,13262,40.5798841,-81.090787,0.03046297692655708 +Champaign OH,Democrat,7044,18421,40.1327753,-83.7676037,0.3823896639704685 +Champaign OH,Republican,11045,18421,40.1327753,-83.7676037,0.5995874273926497 +Champaign OH,Other,332,18421,40.1327753,-83.7676037,0.01802290863688182 +Clark OH,Democrat,31298,64144,39.9170315,-83.783676,0.48793339985033674 +Clark OH,Republican,31816,64144,39.9170315,-83.783676,0.4960089797954602 +Clark OH,Other,1030,64144,39.9170315,-83.783676,0.016057620354203044 +Clermont OH,Democrat,30458,96273,39.0520537,-84.1494847,0.3163711528673668 +Clermont OH,Republican,64208,96273,39.0520537,-84.1494847,0.6669367320017034 +Clermont OH,Other,1607,96273,39.0520537,-84.1494847,0.016692115130929754 +Clinton OH,Democrat,5791,18144,39.4302248,-83.7956823,0.3191688712522046 +Clinton OH,Republican,12009,18144,39.4302248,-83.7956823,0.6618716931216931 +Clinton OH,Other,344,18144,39.4302248,-83.7956823,0.01895943562610229 +Columbiana OH,Democrat,19821,46051,40.770073,-80.778455,0.43041410609975894 +Columbiana OH,Republican,25251,46051,40.770073,-80.778455,0.5483268550085775 +Columbiana OH,Other,979,46051,40.770073,-80.778455,0.02125903889166359 +Coshocton OH,Democrat,6940,15739,40.2967096,-81.9301092,0.4409428807421056 +Coshocton OH,Republican,8390,15739,40.2967096,-81.9301092,0.5330707160556579 +Coshocton OH,Other,409,15739,40.2967096,-81.9301092,0.025986403202236483 +Crawford OH,Democrat,7507,19803,40.8485244,-82.9247827,0.3790839771751755 +Crawford OH,Republican,11852,19803,40.8485244,-82.9247827,0.5984951774983588 +Crawford OH,Other,444,19803,40.8485244,-82.9247827,0.022420845326465686 +Cuyahoga OH,Democrat,447232,644281,41.7603919,-81.7242168,0.6941567421668495 +Cuyahoga OH,Republican,190651,644281,41.7603919,-81.7242168,0.29591280823119104 +Cuyahoga OH,Other,6398,644281,41.7603919,-81.7242168,0.009930449601959393 +Darke OH,Democrat,6826,25401,40.1315415,-84.6212484,0.268729577575686 +Darke OH,Republican,18108,25401,40.1315415,-84.6212484,0.7128853194756112 +Darke OH,Other,467,25401,40.1315415,-84.6212484,0.018385102948702808 +Defiance OH,Democrat,7732,18288,41.3216789,-84.4864334,0.42279090113735784 +Defiance OH,Republican,10176,18288,41.3216789,-84.4864334,0.5564304461942258 +Defiance OH,Other,380,18288,41.3216789,-84.4864334,0.02077865266841645 +Delaware OH,Democrat,37292,98761,40.2789411,-83.0074622,0.37759844473020726 +Delaware OH,Republican,60194,98761,40.2789411,-83.0074622,0.609491600935592 +Delaware OH,Other,1275,98761,40.2789411,-83.0074622,0.012909954334200746 +Erie OH,Democrat,21793,39405,41.5540061,-82.5258973,0.5530516431924882 +Erie OH,Republican,16952,39405,41.5540061,-82.5258973,0.43019921329780486 +Erie OH,Other,660,39405,41.5540061,-82.5258973,0.01674914350970689 +Fairfield OH,Democrat,29890,72068,39.747694,-82.626685,0.4147471832158517 +Fairfield OH,Republican,41034,72068,39.747694,-82.626685,0.5693789199089748 +Fairfield OH,Other,1144,72068,39.747694,-82.626685,0.015873896875173446 +Fayette OH,Democrat,4249,11020,39.5552462,-83.4618927,0.3855716878402904 +Fayette OH,Republican,6620,11020,39.5552462,-83.4618927,0.6007259528130672 +Fayette OH,Other,151,11020,39.5552462,-83.4618927,0.013702359346642469 +Franklin OH,Democrat,346336,570983,39.9698749,-83.0090858,0.6065609659131708 +Franklin OH,Republican,215987,570983,39.9698749,-83.0090858,0.37827220775399617 +Franklin OH,Other,8660,570983,39.9698749,-83.0090858,0.015166826332833026 +Fulton OH,Democrat,9073,21268,41.5972639,-84.1242667,0.426603347752492 +Fulton OH,Republican,11738,21268,41.5972639,-84.1242667,0.5519089712243747 +Fulton OH,Other,457,21268,41.5972639,-84.1242667,0.021487681023133347 +Gallia OH,Democrat,4557,12595,38.8170456,-82.3017463,0.3618102421595871 +Gallia OH,Republican,7750,12595,38.8170456,-82.3017463,0.6153235410877332 +Gallia OH,Other,288,12595,38.8170456,-82.3017463,0.022866216752679636 +Geauga OH,Democrat,19659,50997,41.4993217,-81.1735054,0.3854932643096653 +Geauga OH,Republican,30589,50997,41.4993217,-81.1735054,0.5998195972312097 +Geauga OH,Other,749,50997,41.4993217,-81.1735054,0.014687138459125046 +Greene OH,Democrat,32256,83490,39.6874785,-83.8948943,0.38634567014013654 +Greene OH,Republican,49819,83490,39.6874785,-83.8948943,0.5967061923583663 +Greene OH,Other,1415,83490,39.6874785,-83.8948943,0.016948137501497186 +Guernsey OH,Democrat,7450,16814,40.0566648,-81.497875,0.44308314499821577 +Guernsey OH,Republican,8993,16814,40.0566648,-81.497875,0.5348519091233496 +Guernsey OH,Other,371,16814,40.0566648,-81.497875,0.022064945878434637 +Hamilton OH,Democrat,219927,418894,39.1969272,-84.5441868,0.5250182623766394 +Hamilton OH,Republican,193326,418894,39.1969272,-84.5441868,0.4615153236857057 +Hamilton OH,Other,5641,418894,39.1969272,-84.5441868,0.013466413937654872 +Hancock OH,Democrat,12564,35694,41.0004711,-83.6660335,0.3519919314170449 +Hancock OH,Republican,22443,35694,41.0004711,-83.6660335,0.6287611363254328 +Hancock OH,Other,687,35694,41.0004711,-83.6660335,0.019246932257522272 +Hardin OH,Democrat,4619,12449,40.6604152,-83.6640773,0.3710338179773476 +Hardin OH,Republican,7489,12449,40.6604152,-83.6640773,0.6015744236484858 +Hardin OH,Other,341,12449,40.6604152,-83.6640773,0.0273917583741666 +Harrison OH,Democrat,2950,7141,40.2923175,-81.0915651,0.41310740792606077 +Harrison OH,Republican,4019,7141,40.2923175,-81.0915651,0.5628063296457079 +Harrison OH,Other,172,7141,40.2923175,-81.0915651,0.02408626242823134 +Henry OH,Democrat,5658,14236,41.3315843,-84.0688996,0.3974431019949424 +Henry OH,Republican,8257,14236,41.3315843,-84.0688996,0.5800084293340826 +Henry OH,Other,321,14236,41.3315843,-84.0688996,0.022548468670974993 +Highland OH,Democrat,6049,17839,39.1844221,-83.601359,0.33908851393015305 +Highland OH,Republican,11410,17839,39.1844221,-83.601359,0.6396098436010987 +Highland OH,Other,380,17839,39.1844221,-83.601359,0.021301642468748248 +Hocking OH,Democrat,6157,12728,39.4903424,-82.4834473,0.48373664362036456 +Hocking OH,Republican,6285,12728,39.4903424,-82.4834473,0.4937932118164676 +Hocking OH,Other,286,12728,39.4903424,-82.4834473,0.02247014456316782 +Holmes OH,Democrat,2608,11536,40.5655971,-81.9300012,0.2260748959778086 +Holmes OH,Republican,8702,11536,40.5655971,-81.9300012,0.7543342579750347 +Holmes OH,Other,226,11536,40.5655971,-81.9300012,0.01959084604715673 +Huron OH,Democrat,11006,24663,41.1450798,-82.594641,0.4462555244698536 +Huron OH,Republican,13060,24663,41.1450798,-82.594641,0.5295381745935207 +Huron OH,Other,597,24663,41.1450798,-82.594641,0.024206300936625715 +Jackson OH,Democrat,5166,13381,39.0134773,-82.614142,0.38606980046334355 +Jackson OH,Republican,7904,13381,39.0134773,-82.614142,0.5906882893655183 +Jackson OH,Other,311,13381,39.0134773,-82.614142,0.02324191017113818 +Jefferson OH,Democrat,15385,33069,40.3993836,-80.7635272,0.46523934802987693 +Jefferson OH,Republican,17034,33069,40.3993836,-80.7635272,0.5151047809126372 +Jefferson OH,Other,650,33069,40.3993836,-80.7635272,0.01965587105748586 +Knox OH,Democrat,10470,28388,40.4036198,-82.4223929,0.3688178103423982 +Knox OH,Republican,17266,28388,40.4036198,-82.4223929,0.608214738621953 +Knox OH,Other,652,28388,40.4036198,-82.4223929,0.022967451035648866 +Lake OH,Democrat,57680,118404,41.9241163,-81.3926429,0.4871457045370089 +Lake OH,Republican,58744,118404,41.9241163,-81.3926429,0.49613188743623526 +Lake OH,Other,1980,118404,41.9241163,-81.3926429,0.016722408026755852 +Lawrence OH,Democrat,10744,25833,38.6038659,-82.5171856,0.41590214067278286 +Lawrence OH,Republican,14651,25833,38.6038659,-82.5171856,0.5671428018426045 +Lawrence OH,Other,438,25833,38.6038659,-82.5171856,0.016955057484612703 +Licking OH,Democrat,34201,81390,40.0915047,-82.4834352,0.4202113281729942 +Licking OH,Republican,45503,81390,40.0915047,-82.4834352,0.5590735962648974 +Licking OH,Other,1686,81390,40.0915047,-82.4834352,0.020715075562108366 +Logan OH,Democrat,7062,21137,40.3875532,-83.766343,0.3341060699247765 +Logan OH,Republican,13633,21137,40.3875532,-83.766343,0.6449827317027014 +Logan OH,Other,442,21137,40.3875532,-83.766343,0.020911198372522116 +Lorain OH,Democrat,81464,143253,41.4388045,-82.179722,0.5686722093080075 +Lorain OH,Republican,59405,143253,41.4388045,-82.179722,0.4146859053562578 +Lorain OH,Other,2384,143253,41.4388045,-82.179722,0.016641885335734678 +Lucas OH,Democrat,136616,210218,41.6823213,-83.4689033,0.6498777459589569 +Lucas OH,Republican,69940,210218,41.6823213,-83.4689033,0.33270224243404467 +Lucas OH,Other,3662,210218,41.6823213,-83.4689033,0.01742001160699845 +Madison OH,Democrat,6845,17517,39.8966074,-83.4008847,0.39076325854883825 +Madison OH,Republican,10342,17517,39.8966074,-83.4008847,0.5903978991836502 +Madison OH,Other,330,17517,39.8966074,-83.4008847,0.01883884226751156 +Mahoning OH,Democrat,77059,121310,41.0108798,-80.7703956,0.6352238067760284 +Mahoning OH,Republican,42641,121310,41.0108798,-80.7703956,0.35150441018877254 +Mahoning OH,Other,1610,121310,41.0108798,-80.7703956,0.013271783035199077 +Marion OH,Democrat,12504,27352,40.5880337,-83.1688034,0.4571512138052062 +Marion OH,Republican,14265,27352,40.5880337,-83.1688034,0.5215340742907283 +Marion OH,Other,583,27352,40.5880337,-83.1688034,0.021314711904065517 +Medina OH,Democrat,38785,90783,41.1161743,-81.8997641,0.4272275646321448 +Medina OH,Republican,50418,90783,41.1161743,-81.8997641,0.5553682958263111 +Medina OH,Other,1580,90783,41.1161743,-81.8997641,0.01740413954154412 +Meigs OH,Democrat,4027,10218,39.0898068,-82.0283968,0.3941084360931689 +Meigs OH,Republican,5895,10218,39.0898068,-82.0283968,0.5769230769230769 +Meigs OH,Other,296,10218,39.0898068,-82.0283968,0.02896848698375416 +Mercer OH,Democrat,4745,21661,40.5353325,-84.6320588,0.21905729190711418 +Mercer OH,Republican,16561,21661,40.5353325,-84.6320588,0.7645538063801302 +Mercer OH,Other,355,21661,40.5353325,-84.6320588,0.016388901712755644 +Miami OH,Democrat,16383,51936,40.0533257,-84.2284135,0.3154459334565619 +Miami OH,Republican,34606,51936,40.0533257,-84.2284135,0.6663200862600123 +Miami OH,Other,947,51936,40.0533257,-84.2284135,0.018233980283425755 +Monroe OH,Democrat,3035,6782,39.7262526,-81.0909834,0.44750810970215277 +Monroe OH,Republican,3548,6782,39.7262526,-81.0909834,0.5231495134178709 +Monroe OH,Other,199,6782,39.7262526,-81.0909834,0.029342376879976408 +Montgomery OH,Democrat,137139,266278,39.7537357,-84.2905915,0.5150218944111041 +Montgomery OH,Republican,124841,266278,39.7537357,-84.2905915,0.46883708004416436 +Montgomery OH,Other,4298,266278,39.7537357,-84.2905915,0.016141025544731447 +Morgan OH,Democrat,2814,6129,39.6249458,-81.8616967,0.45912873225648554 +Morgan OH,Republican,3179,6129,39.6249458,-81.8616967,0.5186816772719857 +Morgan OH,Other,136,6129,39.6249458,-81.8616967,0.022189590471528797 +Morrow OH,Democrat,5933,16184,40.5252659,-82.7977288,0.36659663865546216 +Morrow OH,Republican,9865,16184,40.5252659,-82.7977288,0.6095526445872467 +Morrow OH,Other,386,16184,40.5252659,-82.7977288,0.02385071675729115 +Muskingum OH,Democrat,17001,37085,39.9660457,-81.9435064,0.4584333288391533 +Muskingum OH,Republican,19264,37085,39.9660457,-81.9435064,0.5194553053795335 +Muskingum OH,Other,820,37085,39.9660457,-81.9435064,0.0221113657813132 +Noble OH,Democrat,2131,5872,39.7672317,-81.452493,0.36290871934604907 +Noble OH,Republican,3563,5872,39.7672317,-81.452493,0.6067779291553134 +Noble OH,Other,178,5872,39.7672317,-81.452493,0.030313351498637602 +Ottawa OH,Democrat,11503,22456,41.5454953,-83.0126127,0.5122461702885643 +Ottawa OH,Republican,10538,22456,41.5454953,-83.0126127,0.4692732454577841 +Ottawa OH,Other,415,22456,41.5454953,-83.0126127,0.018480584253651584 +Paulding OH,Democrat,3538,9128,41.1189483,-84.5821249,0.3875985977212971 +Paulding OH,Republican,5354,9128,41.1189483,-84.5821249,0.586546888694128 +Paulding OH,Other,236,9128,41.1189483,-84.5821249,0.025854513584574933 +Perry OH,Democrat,7033,14984,39.7431874,-82.2379525,0.4693673251468233 +Perry OH,Republican,7627,14984,39.7431874,-82.2379525,0.5090096102509343 +Perry OH,Other,324,14984,39.7431874,-82.2379525,0.021623064602242392 +Pickaway OH,Democrat,9684,24123,39.648947,-83.0528267,0.40144260664096504 +Pickaway OH,Republican,14037,24123,39.648947,-83.0528267,0.5818927994030593 +Pickaway OH,Other,402,24123,39.648947,-83.0528267,0.016664593955975623 +Pike OH,Democrat,5684,11581,39.0713413,-83.0529107,0.490803902944478 +Pike OH,Republican,5685,11581,39.0713413,-83.0529107,0.49089025127363783 +Pike OH,Other,212,11581,39.0713413,-83.0529107,0.01830584578188412 +Portage OH,Democrat,39453,76239,41.1689703,-81.1969618,0.5174910478888758 +Portage OH,Republican,35242,76239,41.1689703,-81.1969618,0.4622568501685489 +Portage OH,Other,1544,76239,41.1689703,-81.1969618,0.02025210194257532 +Preble OH,Democrat,6211,20169,39.7388104,-84.6447584,0.30794784074569886 +Preble OH,Republican,13535,20169,39.7388104,-84.6447584,0.6710793792453765 +Preble OH,Other,423,20169,39.7388104,-84.6447584,0.020972780008924587 +Putnam OH,Democrat,4318,18372,41.0245334,-84.1298791,0.23503156978010015 +Putnam OH,Republican,13721,18372,41.0245334,-84.1298791,0.7468430219899848 +Putnam OH,Other,333,18372,41.0245334,-84.1298791,0.01812540822991509 +Richland OH,Democrat,22687,57715,40.774159,-82.5427812,0.393086719223772 +Richland OH,Republican,33867,57715,40.774159,-82.5427812,0.5867971931040458 +Richland OH,Other,1161,57715,40.774159,-82.5427812,0.020116087672182276 +Ross OH,Democrat,14569,30083,39.3238969,-83.0595362,0.48429345477512215 +Ross OH,Republican,15008,30083,39.3238969,-83.0595362,0.49888641425389757 +Ross OH,Other,506,30083,39.3238969,-83.0595362,0.01682013097098029 +Sandusky OH,Democrat,14541,28994,41.3553193,-83.1427763,0.5015175553562806 +Sandusky OH,Republican,13755,28994,41.3553193,-83.1427763,0.47440849830999515 +Sandusky OH,Other,698,28994,41.3553193,-83.1427763,0.024073946333724217 +Scioto OH,Democrat,15077,31161,38.8148886,-82.998675,0.4838419819646353 +Scioto OH,Republican,15492,31161,38.8148886,-82.998675,0.49715991142774624 +Scioto OH,Other,592,31161,38.8148886,-82.998675,0.018998106607618498 +Seneca OH,Democrat,11353,25262,41.1199923,-83.1275469,0.44941018129997623 +Seneca OH,Republican,13243,25262,41.1199923,-83.1275469,0.5242261103633916 +Seneca OH,Other,666,25262,41.1199923,-83.1275469,0.026363708336632097 +Shelby OH,Democrat,6343,23866,40.3366802,-84.2041425,0.2657755803234727 +Shelby OH,Republican,17142,23866,40.3366802,-84.2041425,0.7182602866001844 +Shelby OH,Other,381,23866,40.3366802,-84.2041425,0.015964133076342913 +Stark OH,Democrat,89432,181477,40.8141314,-81.3656673,0.4928007405897166 +Stark OH,Republican,88581,181477,40.8141314,-81.3656673,0.4881114411192603 +Stark OH,Other,3464,181477,40.8141314,-81.3656673,0.019087818291023104 +Summit OH,Democrat,153037,267711,41.1218471,-81.5349279,0.5716500255872937 +Summit OH,Republican,111000,267711,41.1218471,-81.5349279,0.41462622006566785 +Summit OH,Other,3674,267711,41.1218471,-81.5349279,0.013723754347038411 +Trumbull OH,Democrat,61672,101719,41.3063744,-80.7703998,0.6062977418181461 +Trumbull OH,Republican,38279,101719,41.3063744,-80.7703998,0.3763210413000521 +Trumbull OH,Other,1768,101719,41.3063744,-80.7703998,0.017381216881801827 +Tuscarawas OH,Democrat,18407,41613,40.4474903,-81.4711052,0.4423377309975248 +Tuscarawas OH,Republican,22242,41613,40.4474903,-81.4711052,0.5344964314036479 +Tuscarawas OH,Other,964,41613,40.4474903,-81.4711052,0.023165837598827288 +Union OH,Democrat,8805,25567,40.2959008,-83.3670416,0.3443892517698596 +Union OH,Republican,16289,25567,40.2959008,-83.3670416,0.637110337544491 +Union OH,Other,473,25567,40.2959008,-83.3670416,0.01850041068564947 +Vinton OH,Democrat,2436,5467,39.2520418,-82.4859614,0.44558258642765686 +Vinton OH,Republican,2856,5467,39.2520418,-82.4859614,0.5224071702944942 +Vinton OH,Other,175,5467,39.2520418,-82.4859614,0.03201024327784891 +Warren OH,Democrat,32909,111004,39.4256516,-84.1699063,0.2964667939894058 +Warren OH,Republican,76561,111004,39.4256516,-84.1699063,0.6897138841843538 +Warren OH,Other,1534,111004,39.4256516,-84.1699063,0.013819321826240495 +Washington OH,Democrat,11651,29499,39.4506764,-81.4906359,0.39496254110308826 +Washington OH,Republican,17284,29499,39.4506764,-81.4906359,0.5859181667175158 +Washington OH,Other,564,29499,39.4506764,-81.4906359,0.01911929217939591 +Wayne OH,Democrat,19808,51064,40.8296612,-81.8871942,0.3879053736487545 +Wayne OH,Republican,30251,51064,40.8296612,-81.8871942,0.5924134419551935 +Wayne OH,Other,1005,51064,40.8296612,-81.8871942,0.01968118439605201 +Williams OH,Democrat,7266,17706,41.5649587,-84.5843235,0.4103693663165029 +Williams OH,Republican,10047,17706,41.5649587,-84.5843235,0.5674347678752966 +Williams OH,Other,393,17706,41.5649587,-84.5843235,0.02219586580820061 +Wood OH,Democrat,32802,63948,41.3601834,-83.6226821,0.5129480202664665 +Wood OH,Republican,29704,63948,41.3601834,-83.6226821,0.46450240820666794 +Wood OH,Other,1442,63948,41.3601834,-83.6226821,0.02254957152686558 +Wyandot OH,Democrat,4137,10572,40.8397816,-83.313681,0.391316685584563 +Wyandot OH,Republican,6180,10572,40.8397816,-83.313681,0.5845629965947786 +Wyandot OH,Other,255,10572,40.8397816,-83.313681,0.024120317820658342 +Adair OK,Democrat,2127,6508,35.8980428,-94.6510258,0.3268285187461586 +Adair OK,Republican,4381,6508,35.8980428,-94.6510258,0.6731714812538414 +Adair OK,Other,0,6508,35.8980428,-94.6510258,0.0 +Alfalfa OK,Democrat,322,2083,36.7297032,-98.3234449,0.15458473355736918 +Alfalfa OK,Republican,1761,2083,36.7297032,-98.3234449,0.8454152664426309 +Alfalfa OK,Other,0,2083,36.7297032,-98.3234449,0.0 +Atoka OK,Democrat,1243,4781,34.3924691,-96.0365577,0.25998745032419995 +Atoka OK,Republican,3538,4781,34.3924691,-96.0365577,0.7400125496758 +Atoka OK,Other,0,4781,34.3924691,-96.0365577,0.0 +Beaver OK,Democrat,244,2306,36.7483343,-100.4830555,0.10581092801387684 +Beaver OK,Republican,2062,2306,36.7483343,-100.4830555,0.8941890719861232 +Beaver OK,Other,0,2306,36.7483343,-100.4830555,0.0 +Beckham OK,Democrat,1417,6925,35.2706008,-99.6900574,0.20462093862815883 +Beckham OK,Republican,5508,6925,35.2706008,-99.6900574,0.7953790613718411 +Beckham OK,Other,0,6925,35.2706008,-99.6900574,0.0 +Blaine OK,Democrat,992,3816,35.877782,-98.4289343,0.259958071278826 +Blaine OK,Republican,2824,3816,35.877782,-98.4289343,0.740041928721174 +Blaine OK,Other,0,3816,35.877782,-98.4289343,0.0 +Bryan OK,Democrat,3681,13201,33.9640035,-96.2641365,0.2788425119309143 +Bryan OK,Republican,9520,13201,33.9640035,-96.2641365,0.7211574880690856 +Bryan OK,Other,0,13201,33.9640035,-96.2641365,0.0 +Caddo OK,Democrat,3164,8851,35.1679202,-98.3810447,0.3574737317817196 +Caddo OK,Republican,5687,8851,35.1679202,-98.3810447,0.6425262682182804 +Caddo OK,Other,0,8851,35.1679202,-98.3810447,0.0 +Canadian OK,Democrat,10537,46162,35.5433544,-97.9798891,0.22826134049651228 +Canadian OK,Republican,35625,46162,35.5433544,-97.9798891,0.7717386595034877 +Canadian OK,Other,0,46162,35.5433544,-97.9798891,0.0 +Carter OK,Democrat,4908,17122,34.2518484,-97.2879273,0.2866487559864502 +Carter OK,Republican,12214,17122,34.2518484,-97.2879273,0.7133512440135498 +Carter OK,Other,0,17122,34.2518484,-97.2879273,0.0 +Cherokee OK,Democrat,6144,14306,35.9043668,-94.9967964,0.42947015238361524 +Cherokee OK,Republican,8162,14306,35.9043668,-94.9967964,0.5705298476163847 +Cherokee OK,Other,0,14306,35.9043668,-94.9967964,0.0 +Choctaw OK,Democrat,1494,5066,34.0276453,-95.5542077,0.2949072246348204 +Choctaw OK,Republican,3572,5066,34.0276453,-95.5542077,0.7050927753651797 +Choctaw OK,Other,0,5066,34.0276453,-95.5542077,0.0 +Cimarron OK,Democrat,115,1197,36.7483904,-102.5176984,0.0960735171261487 +Cimarron OK,Republican,1082,1197,36.7483904,-102.5176984,0.9039264828738512 +Cimarron OK,Other,0,1197,36.7483904,-102.5176984,0.0 +Cleveland OK,Democrat,34771,93887,35.2063756,-97.3230884,0.3703494626519113 +Cleveland OK,Republican,59116,93887,35.2063756,-97.3230884,0.6296505373480886 +Cleveland OK,Other,0,93887,35.2063756,-97.3230884,0.0 +Coal OK,Democrat,649,2359,34.5828612,-96.288039,0.2751165748198389 +Coal OK,Republican,1710,2359,34.5828612,-96.288039,0.7248834251801611 +Coal OK,Other,0,2359,34.5828612,-96.288039,0.0 +Comanche OK,Democrat,12521,30185,34.66263,-98.4766117,0.4148086798078516 +Comanche OK,Republican,17664,30185,34.66263,-98.4766117,0.5851913201921484 +Comanche OK,Other,0,30185,34.66263,-98.4766117,0.0 +Cotton OK,Democrat,657,2453,34.290676,-98.3734379,0.2678353037097432 +Cotton OK,Republican,1796,2453,34.290676,-98.3734379,0.7321646962902568 +Cotton OK,Other,0,2453,34.290676,-98.3734379,0.0 +Craig OK,Democrat,1747,5306,36.7638896,-95.2015531,0.32924990576705615 +Craig OK,Republican,3559,5306,36.7638896,-95.2015531,0.6707500942329438 +Craig OK,Other,0,5306,36.7638896,-95.2015531,0.0 +Creek OK,Democrat,7128,26114,35.9077324,-96.3797931,0.2729570345408593 +Creek OK,Republican,18986,26114,35.9077324,-96.3797931,0.7270429654591407 +Creek OK,Other,0,26114,35.9077324,-96.3797931,0.0 +Custer OK,Democrat,2359,9805,35.6456012,-98.9973857,0.24059153493115756 +Custer OK,Republican,7446,9805,35.6456012,-98.9973857,0.7594084650688424 +Custer OK,Other,0,9805,35.6456012,-98.9973857,0.0 +Delaware OK,Democrat,4196,14276,36.3933755,-94.808217,0.2939198655085458 +Delaware OK,Republican,10080,14276,36.3933755,-94.808217,0.7060801344914542 +Delaware OK,Other,0,14276,36.3933755,-94.808217,0.0 +Dewey OK,Democrat,301,2093,35.9779598,-99.014385,0.14381270903010032 +Dewey OK,Republican,1792,2093,35.9779598,-99.014385,0.8561872909698997 +Dewey OK,Other,0,2093,35.9779598,-99.014385,0.0 +Ellis OK,Democrat,226,1801,36.2242576,-99.7501388,0.1254858411993337 +Ellis OK,Republican,1575,1801,36.2242576,-99.7501388,0.8745141588006663 +Ellis OK,Other,0,1801,36.2242576,-99.7501388,0.0 +Garfield OK,Democrat,4733,19910,36.3780539,-97.7884503,0.2377197388247112 +Garfield OK,Republican,15177,19910,36.3780539,-97.7884503,0.7622802611752888 +Garfield OK,Other,0,19910,36.3780539,-97.7884503,0.0 +Garvin OK,Democrat,2559,9484,34.7093497,-97.312723,0.2698228595529312 +Garvin OK,Republican,6925,9484,34.7093497,-97.312723,0.7301771404470687 +Garvin OK,Other,0,9484,34.7093497,-97.312723,0.0 +Grady OK,Democrat,4786,19619,35.0210581,-97.8868902,0.2439471940465875 +Grady OK,Republican,14833,19619,35.0210581,-97.8868902,0.7560528059534125 +Grady OK,Other,0,19619,35.0210581,-97.8868902,0.0 +Grant OK,Democrat,393,2068,36.7882544,-97.7881508,0.19003868471953578 +Grant OK,Republican,1675,2068,36.7882544,-97.7881508,0.8099613152804642 +Grant OK,Other,0,2068,36.7882544,-97.7881508,0.0 +Greer OK,Democrat,488,1832,34.9338533,-99.5529675,0.2663755458515284 +Greer OK,Republican,1344,1832,34.9338533,-99.5529675,0.7336244541484717 +Greer OK,Other,0,1832,34.9338533,-99.5529675,0.0 +Harmon OK,Democrat,264,923,34.745971,-99.8441936,0.28602383531960995 +Harmon OK,Republican,659,923,34.745971,-99.8441936,0.71397616468039 +Harmon OK,Other,0,923,34.745971,-99.8441936,0.0 +Harper OK,Democrat,173,1434,36.8003504,-99.6628052,0.1206415620641562 +Harper OK,Republican,1261,1434,36.8003504,-99.6628052,0.8793584379358438 +Harper OK,Other,0,1434,36.8003504,-99.6628052,0.0 +Haskell OK,Democrat,1175,4244,35.2322953,-95.1095765,0.276861451460886 +Haskell OK,Republican,3069,4244,35.2322953,-95.1095765,0.7231385485391141 +Haskell OK,Other,0,4244,35.2322953,-95.1095765,0.0 +Hughes OK,Democrat,1370,4208,35.0529339,-96.2511829,0.3255703422053232 +Hughes OK,Republican,2838,4208,35.0529339,-96.2511829,0.6744296577946768 +Hughes OK,Other,0,4208,35.0529339,-96.2511829,0.0 +Jackson OK,Democrat,1954,7919,34.5940059,-99.4122347,0.24674832680894052 +Jackson OK,Republican,5965,7919,34.5940059,-99.4122347,0.7532516731910595 +Jackson OK,Other,0,7919,34.5940059,-99.4122347,0.0 +Jefferson OK,Democrat,605,2239,34.1050824,-97.8388896,0.2702099151406878 +Jefferson OK,Republican,1634,2239,34.1050824,-97.8388896,0.7297900848593122 +Jefferson OK,Other,0,2239,34.1050824,-97.8388896,0.0 +Johnston OK,Democrat,1137,3786,34.3134553,-96.6542545,0.30031695721077656 +Johnston OK,Republican,2649,3786,34.3134553,-96.6542545,0.6996830427892234 +Johnston OK,Other,0,3786,34.3134553,-96.6542545,0.0 +Kay OK,Democrat,4627,16126,36.8148851,-97.1438616,0.2869279424531812 +Kay OK,Republican,11499,16126,36.8148851,-97.1438616,0.7130720575468188 +Kay OK,Other,0,16126,36.8148851,-97.1438616,0.0 +Kingfisher OK,Democrat,898,5768,35.9494357,-97.9345565,0.15568654646324548 +Kingfisher OK,Republican,4870,5768,35.9494357,-97.9345565,0.8443134535367545 +Kingfisher OK,Other,0,5768,35.9494357,-97.9345565,0.0 +Kiowa OK,Democrat,1106,3422,34.9214893,-98.9816168,0.32320280537697255 +Kiowa OK,Republican,2316,3422,34.9214893,-98.9816168,0.6767971946230275 +Kiowa OK,Other,0,3422,34.9214893,-98.9816168,0.0 +Latimer OK,Democrat,1170,3798,34.8751365,-95.2722625,0.3080568720379147 +Latimer OK,Republican,2628,3798,34.8751365,-95.2722625,0.6919431279620853 +Latimer OK,Other,0,3798,34.8751365,-95.2722625,0.0 +Lincoln OK,Democrat,3273,12826,35.7031175,-96.8813917,0.2551847809137689 +Lincoln OK,Republican,9553,12826,35.7031175,-96.8813917,0.744815219086231 +Lincoln OK,Other,0,12826,35.7031175,-96.8813917,0.0 +Logan OK,Democrat,4724,17038,35.9141514,-97.4507644,0.27726258950581056 +Logan OK,Republican,12314,17038,35.9141514,-97.4507644,0.7227374104941895 +Logan OK,Other,0,17038,35.9141514,-97.4507644,0.0 +Love OK,Democrat,1034,3470,33.9578039,-97.2450928,0.2979827089337176 +Love OK,Republican,2436,3470,33.9578039,-97.2450928,0.7020172910662824 +Love OK,Other,0,3470,33.9578039,-97.2450928,0.0 +Major OK,Democrat,446,3146,36.3131189,-98.5420147,0.1417673235855054 +Major OK,Republican,2700,3146,36.3131189,-98.5420147,0.8582326764144946 +Major OK,Other,0,3146,36.3131189,-98.5420147,0.0 +Marshall OK,Democrat,1396,5140,34.0270068,-96.770533,0.2715953307392996 +Marshall OK,Republican,3744,5140,34.0270068,-96.770533,0.7284046692607004 +Marshall OK,Other,0,5140,34.0270068,-96.770533,0.0 +Mayes OK,Democrat,4823,14460,36.303804,-95.2356382,0.33354080221300136 +Mayes OK,Republican,9637,14460,36.303804,-95.2356382,0.6664591977869986 +Mayes OK,Other,0,14460,36.303804,-95.2356382,0.0 +Murray OK,Democrat,1540,5146,34.4857664,-97.0715567,0.29926156237854645 +Murray OK,Republican,3606,5146,34.4857664,-97.0715567,0.7007384376214536 +Murray OK,Other,0,5146,34.4857664,-97.0715567,0.0 +Muskogee OK,Democrat,9952,23356,35.6175506,-95.3839106,0.4261003596506251 +Muskogee OK,Republican,13404,23356,35.6175506,-95.3839106,0.5738996403493749 +Muskogee OK,Other,0,23356,35.6175506,-95.3839106,0.0 +Noble OK,Democrat,1143,4631,36.384901,-97.2363345,0.24681494277693802 +Noble OK,Republican,3488,4631,36.384901,-97.2363345,0.753185057223062 +Noble OK,Other,0,4631,36.384901,-97.2363345,0.0 +Nowata OK,Democrat,1244,4076,36.7896148,-95.6133123,0.30520117762512267 +Nowata OK,Republican,2832,4076,36.7896148,-95.6133123,0.6947988223748773 +Nowata OK,Other,0,4076,36.7896148,-95.6133123,0.0 +Okfuskee OK,Democrat,1256,3591,35.466804,-96.3277619,0.34976329713171816 +Okfuskee OK,Republican,2335,3591,35.466804,-96.3277619,0.6502367028682818 +Okfuskee OK,Other,0,3591,35.466804,-96.3277619,0.0 +Oklahoma OK,Democrat,106982,256710,35.5546109,-97.4094007,0.4167426278680223 +Oklahoma OK,Republican,149728,256710,35.5546109,-97.4094007,0.5832573721319777 +Oklahoma OK,Other,0,256710,35.5546109,-97.4094007,0.0 +Okmulgee OK,Democrat,5432,13163,35.6435003,-95.9659468,0.412671883309276 +Okmulgee OK,Republican,7731,13163,35.6435003,-95.9659468,0.587328116690724 +Okmulgee OK,Other,0,13163,35.6435003,-95.9659468,0.0 +Osage OK,Democrat,6704,17946,36.6242995,-96.408112,0.37356513986403656 +Osage OK,Republican,11242,17946,36.6242995,-96.408112,0.6264348601359635 +Osage OK,Other,0,17946,36.6242995,-96.408112,0.0 +Ottawa OK,Democrat,3509,9975,36.8357635,-94.8026814,0.35177944862155386 +Ottawa OK,Republican,6466,9975,36.8357635,-94.8026814,0.6482205513784461 +Ottawa OK,Other,0,9975,36.8357635,-94.8026814,0.0 +Pawnee OK,Democrat,1813,6045,36.3137038,-96.6966693,0.29991728701406123 +Pawnee OK,Republican,4232,6045,36.3137038,-96.6966693,0.7000827129859388 +Pawnee OK,Other,0,6045,36.3137038,-96.6966693,0.0 +Payne OK,Democrat,9198,25679,36.0792254,-96.9752553,0.3581915183613069 +Payne OK,Republican,16481,25679,36.0792254,-96.9752553,0.6418084816386931 +Payne OK,Other,0,25679,36.0792254,-96.9752553,0.0 +Pittsburg OK,Democrat,4831,15672,34.9255401,-95.7481302,0.308256763654926 +Pittsburg OK,Republican,10841,15672,34.9255401,-95.7481302,0.6917432363450741 +Pittsburg OK,Other,0,15672,34.9255401,-95.7481302,0.0 +Pontotoc OK,Democrat,3947,12892,34.7214461,-96.691971,0.3061588582066398 +Pontotoc OK,Republican,8945,12892,34.7214461,-96.691971,0.6938411417933602 +Pontotoc OK,Other,0,12892,34.7214461,-96.691971,0.0 +Pottawatomie OK,Democrat,7188,23438,35.2113928,-96.957007,0.3066814574622408 +Pottawatomie OK,Republican,16250,23438,35.2113928,-96.957007,0.6933185425377592 +Pottawatomie OK,Other,0,23438,35.2113928,-96.957007,0.0 +Pushmataha OK,Democrat,1043,4130,34.377899,-95.4080818,0.25254237288135595 +Pushmataha OK,Republican,3087,4130,34.377899,-95.4080818,0.747457627118644 +Pushmataha OK,Other,0,4130,34.377899,-95.4080818,0.0 +Rogers OK,Democrat,9148,36701,36.3777941,-95.6013835,0.24925751341925287 +Rogers OK,Republican,27553,36701,36.3777941,-95.6013835,0.7507424865807472 +Rogers OK,Other,0,36701,36.3777941,-95.6013835,0.0 +Seminole OK,Democrat,2600,7456,35.1583657,-96.6028575,0.3487124463519313 +Seminole OK,Republican,4856,7456,35.1583657,-96.6028575,0.6512875536480687 +Seminole OK,Other,0,7456,35.1583657,-96.6028575,0.0 +Sequoyah OK,Democrat,4193,13771,35.5024345,-94.7507569,0.30448042988889695 +Sequoyah OK,Republican,9578,13771,35.5024345,-94.7507569,0.695519570111103 +Sequoyah OK,Other,0,13771,35.5024345,-94.7507569,0.0 +Stephens OK,Democrat,3939,16847,34.4813609,-97.8556068,0.23381017391820502 +Stephens OK,Republican,12908,16847,34.4813609,-97.8556068,0.766189826081795 +Stephens OK,Other,0,16847,34.4813609,-97.8556068,0.0 +Texas OK,Democrat,862,5792,36.7463169,-101.4838549,0.14882596685082872 +Texas OK,Republican,4930,5792,36.7463169,-101.4838549,0.8511740331491713 +Texas OK,Other,0,5792,36.7463169,-101.4838549,0.0 +Tillman OK,Democrat,906,2721,34.3710852,-98.931701,0.33296582138919517 +Tillman OK,Republican,1815,2721,34.3710852,-98.931701,0.6670341786108048 +Tillman OK,Other,0,2721,34.3710852,-98.931701,0.0 +Tulsa OK,Democrat,82744,227806,36.1203177,-95.9418132,0.3632213374537984 +Tulsa OK,Republican,145062,227806,36.1203177,-95.9418132,0.6367786625462016 +Tulsa OK,Other,0,227806,36.1203177,-95.9418132,0.0 +Wagoner OK,Democrat,7791,28691,35.9634785,-95.5140982,0.27154856923774007 +Wagoner OK,Republican,20900,28691,35.9634785,-95.5140982,0.7284514307622599 +Wagoner OK,Other,0,28691,35.9634785,-95.5140982,0.0 +Washington OK,Democrat,5532,21200,36.7043803,-95.9061545,0.2609433962264151 +Washington OK,Republican,15668,21200,36.7043803,-95.9061545,0.739056603773585 +Washington OK,Other,0,21200,36.7043803,-95.9061545,0.0 +Washita OK,Democrat,822,4316,35.2894967,-98.9914359,0.19045412418906396 +Washita OK,Republican,3494,4316,35.2894967,-98.9914359,0.8095458758109361 +Washita OK,Other,0,4316,35.2894967,-98.9914359,0.0 +Woods OK,Democrat,671,3398,36.7269843,-98.863649,0.19746909947027663 +Woods OK,Republican,2727,3398,36.7269843,-98.863649,0.8025309005297233 +Woods OK,Other,0,3398,36.7269843,-98.863649,0.0 +Woodward OK,Democrat,1133,7078,36.4256189,-99.2736609,0.16007346708109635 +Woodward OK,Republican,5945,7078,36.4256189,-99.2736609,0.8399265329189036 +Woodward OK,Other,0,7078,36.4256189,-99.2736609,0.0 +Baker OR,Democrat,2369,8448,44.7034268,-117.6919334,0.2804214015151515 +Baker OR,Republican,5702,8448,44.7034268,-117.6919334,0.6749526515151515 +Baker OR,Other,377,8448,44.7034268,-117.6919334,0.04462594696969697 +Benton OR,Democrat,27776,44802,44.4938816,-123.4246641,0.6199723226641668 +Benton OR,Republican,14991,44802,44.4938816,-123.4246641,0.3346055979643766 +Benton OR,Other,2035,44802,44.4938816,-123.4246641,0.04542207937145663 +Clackamas OR,Democrat,95493,189332,45.1604934,-122.1951274,0.5043679885069613 +Clackamas OR,Republican,88592,189332,45.1604934,-122.1951274,0.46791878816048 +Clackamas OR,Other,5247,189332,45.1604934,-122.1951274,0.02771322333255868 +Clatsop OR,Democrat,9861,17818,46.0245094,-123.7050366,0.553429116623639 +Clatsop OR,Republican,7249,17818,46.0245094,-123.7050366,0.40683578403861265 +Clatsop OR,Other,708,17818,46.0245094,-123.7050366,0.039735099337748346 +Columbia OR,Democrat,12004,23875,45.941932,-123.081079,0.5027853403141361 +Columbia OR,Republican,10772,23875,45.941932,-123.081079,0.4511832460732984 +Columbia OR,Other,1099,23875,45.941932,-123.081079,0.04603141361256544 +Coos OR,Democrat,12845,28686,43.1859095,-124.0941335,0.44777940458760374 +Coos OR,Republican,14673,28686,43.1859095,-124.0941335,0.5115038694833717 +Coos OR,Other,1168,28686,43.1859095,-124.0941335,0.04071672592902461 +Crook OR,Democrat,3104,10230,44.1630537,-120.3715849,0.30342130987292276 +Crook OR,Republican,6790,10230,44.1630537,-120.3715849,0.6637341153470185 +Crook OR,Other,336,10230,44.1630537,-120.3715849,0.03284457478005865 +Curry OR,Democrat,4625,11678,42.4664387,-124.2109292,0.39604384312382257 +Curry OR,Republican,6598,11678,42.4664387,-124.2109292,0.5649940058229149 +Curry OR,Other,455,11678,42.4664387,-124.2109292,0.03896215105326255 +Deschutes OR,Democrat,36961,81900,43.9151181,-121.2255751,0.4512942612942613 +Deschutes OR,Republican,42463,81900,43.9151181,-121.2255751,0.5184737484737485 +Deschutes OR,Other,2476,81900,43.9151181,-121.2255751,0.030231990231990233 +Douglas OR,Democrat,17145,49803,43.2863277,-123.154476,0.3442563700981869 +Douglas OR,Republican,30776,49803,43.2863277,-123.154476,0.617954741682228 +Douglas OR,Other,1882,49803,43.2863277,-123.154476,0.03778888821958516 +Gilliam OR,Democrat,371,1061,45.43059,-120.319901,0.34967012252591895 +Gilliam OR,Republican,639,1061,45.43059,-120.319901,0.6022620169651273 +Gilliam OR,Other,51,1061,45.43059,-120.319901,0.04806786050895382 +Grant OR,Democrat,853,3911,44.4963261,-119.0140572,0.21810278701099464 +Grant OR,Republican,2926,3911,44.4963261,-119.0140572,0.7481462541549476 +Grant OR,Other,132,3911,44.4963261,-119.0140572,0.033750958834057786 +Harney OR,Democrat,832,3583,43.0644492,-118.9871695,0.2322076472229975 +Harney OR,Republican,2607,3583,43.0644492,-118.9871695,0.7276025676807145 +Harney OR,Other,144,3583,43.0644492,-118.9871695,0.040189785096288025 +Jackson OR,Democrat,44468,97127,42.4116214,-122.6756106,0.4578335581249292 +Jackson OR,Republican,49020,97127,42.4116214,-122.6756106,0.5047000319169747 +Jackson OR,Other,3639,97127,42.4116214,-122.6756106,0.0374664099580961 +Jefferson OR,Democrat,3301,8175,44.6451505,-121.1786315,0.4037920489296636 +Jefferson OR,Republican,4642,8175,44.6451505,-121.1786315,0.56782874617737 +Jefferson OR,Other,232,8175,44.6451505,-121.1786315,0.028379204892966362 +Josephine OR,Democrat,14953,40238,42.3869829,-123.5716197,0.37161389731099953 +Josephine OR,Republican,23673,40238,42.3869829,-123.5716197,0.5883244694070282 +Josephine OR,Other,1612,40238,42.3869829,-123.5716197,0.040061633281972264 +Klamath OR,Democrat,8302,28152,42.6837613,-121.6461682,0.29489911906791705 +Klamath OR,Republican,18898,28152,42.6837613,-121.6461682,0.67128445581131 +Klamath OR,Other,952,28152,42.6837613,-121.6461682,0.033816425120772944 +Lake OR,Democrat,770,3710,42.7884009,-120.3897896,0.20754716981132076 +Lake OR,Republican,2808,3710,42.7884009,-120.3897896,0.7568733153638814 +Lake OR,Other,132,3710,42.7884009,-120.3897896,0.03557951482479784 +Lane OR,Democrat,102652,171850,43.9283286,-122.8976901,0.5973348850741926 +Lane OR,Republican,62509,171850,43.9283286,-122.8976901,0.3637416351469305 +Lane OR,Other,6689,171850,43.9283286,-122.8976901,0.038923479778876925 +Lincoln OR,Democrat,13401,22984,44.6410607,-123.9112121,0.5830577793247477 +Lincoln OR,Republican,8686,22984,44.6410607,-123.9112121,0.3779150713539854 +Lincoln OR,Other,897,22984,44.6410607,-123.9112121,0.03902714932126697 +Linn OR,Democrat,20378,51426,44.4888982,-122.5372084,0.3962587018239801 +Linn OR,Republican,28944,51426,44.4888982,-122.5372084,0.5628281414070704 +Linn OR,Other,2104,51426,44.4888982,-122.5372084,0.040913156768949556 +Malheur OR,Democrat,2759,9956,43.1886252,-117.6031915,0.2771193250301326 +Malheur OR,Republican,6851,9956,43.1886252,-117.6031915,0.6881277621534753 +Malheur OR,Other,346,9956,43.1886252,-117.6031915,0.034752912816392124 +Marion OR,Democrat,56376,120376,44.9008984,-122.5762602,0.4683325579849804 +Marion OR,Republican,60190,120376,44.9008984,-122.5762602,0.500016614607563 +Marion OR,Other,3810,120376,44.9008984,-122.5762602,0.03165082740745664 +Morrow OR,Democrat,1202,3882,45.4254956,-119.6023111,0.30963420917053064 +Morrow OR,Republican,2532,3882,45.4254956,-119.6023111,0.652241112828439 +Morrow OR,Other,148,3882,45.4254956,-119.6023111,0.0381246780010304 +Multnomah OR,Democrat,274887,364722,45.5477107,-122.4173625,0.7536891111586359 +Multnomah OR,Republican,75302,364722,45.5477107,-122.4173625,0.20646410142519508 +Multnomah OR,Other,14533,364722,45.5477107,-122.4173625,0.039846787416169024 +Polk OR,Democrat,16292,35257,44.9003752,-123.3986729,0.462092634086848 +Polk OR,Republican,17819,35257,44.9003752,-123.3986729,0.5054031823467681 +Polk OR,Other,1146,35257,44.9003752,-123.3986729,0.03250418356638398 +Sherman OR,Democrat,319,1026,45.3992158,-120.6785124,0.310916179337232 +Sherman OR,Republican,678,1026,45.3992158,-120.6785124,0.6608187134502924 +Sherman OR,Other,29,1026,45.3992158,-120.6785124,0.028265107212475632 +Tillamook OR,Democrat,6293,12519,45.4558895,-123.7592988,0.5026759325824747 +Tillamook OR,Republican,5684,12519,45.4558895,-123.7592988,0.4540298745906223 +Tillamook OR,Other,542,12519,45.4558895,-123.7592988,0.04329419282690311 +Umatilla OR,Democrat,8584,24969,45.5911997,-118.7338795,0.3437862950058072 +Umatilla OR,Republican,15499,24969,45.5911997,-118.7338795,0.6207297048339941 +Umatilla OR,Other,886,24969,45.5911997,-118.7338795,0.03548400016019865 +Union OR,Democrat,3973,12070,45.3040809,-117.9991488,0.3291632145816073 +Union OR,Republican,7636,12070,45.3040809,-117.9991488,0.6326429163214582 +Union OR,Other,461,12070,45.3040809,-117.9991488,0.03819386909693455 +Wallowa OR,Democrat,1253,4205,45.593753,-117.1855796,0.2979785969084423 +Wallowa OR,Republican,2804,4205,45.593753,-117.1855796,0.6668252080856124 +Wallowa OR,Other,148,4205,45.593753,-117.1855796,0.035196195005945306 +Wasco OR,Democrat,5211,10873,45.1645359,-121.1650693,0.47926055366504183 +Wasco OR,Republican,5229,10873,45.1645359,-121.1650693,0.48091603053435117 +Wasco OR,Other,433,10873,45.1645359,-121.1650693,0.039823415800607005 +Washington OR,Democrat,135291,237023,45.5535419,-123.0976146,0.5707927078806698 +Washington OR,Republican,93974,237023,45.5535419,-123.0976146,0.3964762913303772 +Washington OR,Other,7758,237023,45.5535419,-123.0976146,0.03273100078895297 +Wheeler OR,Democrat,266,858,44.7364146,-120.0268608,0.31002331002331 +Wheeler OR,Republican,545,858,44.7364146,-120.0268608,0.6351981351981352 +Wheeler OR,Other,47,858,44.7364146,-120.0268608,0.054778554778554776 +Yamhill OR,Democrat,19260,42907,45.2478274,-123.3163993,0.4488778054862843 +Yamhill OR,Republican,22045,42907,45.2478274,-123.3163993,0.5137856293844827 +Yamhill OR,Other,1602,42907,45.2478274,-123.3163993,0.037336565129232994 +Adams PA,Democrat,15091,42457,39.8694707,-77.2177296,0.35544197658807736 +Adams PA,Republican,26767,42457,39.8694707,-77.2177296,0.630449631391761 +Adams PA,Other,599,42457,39.8694707,-77.2177296,0.014108392020161575 +Allegheny PA,Democrat,352687,622081,40.4697574,-79.9804515,0.566947069593831 +Allegheny PA,Republican,262039,622081,40.4697574,-79.9804515,0.42122971124339115 +Allegheny PA,Other,7355,622081,40.4697574,-79.9804515,0.011823219162777837 +Armstrong PA,Democrat,9045,29602,40.8123805,-79.4641285,0.3055536788054861 +Armstrong PA,Republican,20142,29602,40.8123805,-79.4641285,0.6804269981757989 +Armstrong PA,Other,415,29602,40.8123805,-79.4641285,0.014019323018714952 +Beaver PA,Democrat,37055,80474,40.6841401,-80.3507209,0.46045927877326837 +Beaver PA,Republican,42344,80474,40.6841401,-80.3507209,0.5261823694609439 +Beaver PA,Other,1075,80474,40.6841401,-80.3507209,0.013358351765787708 +Bedford PA,Democrat,4788,21697,39.9986336,-78.4947466,0.22067566944738903 +Bedford PA,Republican,16702,21697,39.9986336,-78.4947466,0.7697838410840209 +Bedford PA,Other,207,21697,39.9986336,-78.4947466,0.009540489468590128 +Berks PA,Democrat,83011,170320,40.4139565,-75.9268598,0.48738257397839363 +Berks PA,Republican,84702,170320,40.4139565,-75.9268598,0.4973109441052137 +Berks PA,Other,2607,170320,40.4139565,-75.9268598,0.015306481916392672 +Blair PA,Democrat,16276,50241,40.4986536,-78.3095974,0.3239585199339185 +Blair PA,Republican,33319,50241,40.4986536,-78.3095974,0.6631834557433172 +Blair PA,Other,646,50241,40.4986536,-78.3095974,0.012858024322764276 +Bradford PA,Democrat,8624,23426,41.7915044,-76.5021231,0.36813796636216173 +Bradford PA,Republican,14410,23426,41.7915044,-76.5021231,0.6151284897122855 +Bradford PA,Other,392,23426,41.7915044,-76.5021231,0.016733543925552805 +Bucks PA,Democrat,160521,321016,40.3368872,-75.10706,0.5000404964238543 +Bucks PA,Republican,156579,321016,40.3368872,-75.10706,0.4877607346674309 +Bucks PA,Other,3916,321016,40.3368872,-75.10706,0.012198768908714831 +Butler PA,Democrat,28550,89445,40.9138467,-79.9189776,0.3191905640337638 +Butler PA,Republican,59761,89445,40.9138467,-79.9189776,0.6681312538431439 +Butler PA,Other,1134,89445,40.9138467,-79.9189776,0.012678182123092404 +Cambria PA,Democrat,24249,60526,40.5102221,-78.7104783,0.4006377424577867 +Cambria PA,Republican,35163,60526,40.5102221,-78.7104783,0.5809569441231868 +Cambria PA,Other,1114,60526,40.5102221,-78.7104783,0.018405313419026535 +Cameron PA,Democrat,724,2111,41.4382909,-78.1983225,0.34296541923259116 +Cameron PA,Republican,1359,2111,41.4382909,-78.1983225,0.6437707247749882 +Cameron PA,Other,28,2111,41.4382909,-78.1983225,0.013263855992420654 +Carbon PA,Democrat,11580,25581,40.9183666,-75.7050387,0.45267972323208633 +Carbon PA,Republican,13504,25581,40.9183666,-75.7050387,0.5278917946913725 +Carbon PA,Other,497,25581,40.9183666,-75.7050387,0.019428482076541184 +Centre PA,Democrat,34176,69626,40.9091275,-77.8478769,0.490851118834918 +Centre PA,Republican,34001,69626,40.9091275,-77.8478769,0.4883376899434119 +Centre PA,Other,1449,69626,40.9091275,-77.8478769,0.020811191221670067 +Chester PA,Democrat,124311,251973,39.9740287,-75.749752,0.4933504780274077 +Chester PA,Republican,124840,251973,39.9740287,-75.749752,0.49544990931568067 +Chester PA,Other,2822,251973,39.9740287,-75.749752,0.011199612656911653 +Clarion PA,Democrat,5056,16186,41.1981594,-79.4203691,0.3123687137032003 +Clarion PA,Republican,10828,16186,41.1981594,-79.4203691,0.6689731867045595 +Clarion PA,Other,302,16186,41.1981594,-79.4203691,0.01865809959224021 +Clearfield PA,Democrat,11121,31967,41.0002489,-78.473749,0.34789001157443616 +Clearfield PA,Republican,20347,31967,41.0002489,-78.473749,0.6365001407701693 +Clearfield PA,Other,499,31967,41.0002489,-78.473749,0.015609847655394625 +Clinton PA,Democrat,5734,13265,41.262624,-77.69636,0.43226535996984544 +Clinton PA,Republican,7303,13265,41.262624,-77.69636,0.5505465510742555 +Clinton PA,Other,228,13265,41.262624,-77.69636,0.017188088955898982 +Columbia PA,Democrat,10937,25623,41.0455174,-76.4042599,0.4268430706786871 +Columbia PA,Republican,14236,25623,41.0455174,-76.4042599,0.5555945829918433 +Columbia PA,Other,450,25623,41.0455174,-76.4042599,0.017562346329469618 +Crawford PA,Democrat,13883,35388,41.687876,-80.107795,0.3923081270487171 +Crawford PA,Republican,20901,35388,41.687876,-80.107795,0.5906239403187521 +Crawford PA,Other,604,35388,41.687876,-80.107795,0.017067932632530803 +Cumberland PA,Democrat,44367,110814,40.1648047,-77.2634419,0.400373599003736 +Cumberland PA,Republican,64809,110814,40.1648047,-77.2634419,0.5848448751962748 +Cumberland PA,Other,1638,110814,40.1648047,-77.2634419,0.01478152579998917 +Dauphin PA,Democrat,64965,124008,40.4125646,-76.7926343,0.5238774917747242 +Dauphin PA,Republican,57450,124008,40.4125646,-76.7926343,0.46327656280239987 +Dauphin PA,Other,1593,124008,40.4125646,-76.7926343,0.012845945422875944 +Delaware PA,Democrat,171792,285564,39.9166853,-75.3988178,0.601588435517082 +Delaware PA,Republican,110853,285564,39.9166853,-75.3988178,0.38818968777577006 +Delaware PA,Other,2919,285564,39.9166853,-75.3988178,0.01022187670714796 +Elk PA,Democrat,5463,13238,41.4273317,-78.6539366,0.4126756307599335 +Elk PA,Republican,7579,13238,41.4273317,-78.6539366,0.5725185073273908 +Elk PA,Other,196,13238,41.4273317,-78.6539366,0.014805861912675631 +Erie PA,Democrat,68036,118619,42.1179519,-80.0963858,0.5735674723273675 +Erie PA,Republican,49025,118619,42.1179519,-80.0963858,0.4132980382569403 +Erie PA,Other,1558,118619,42.1179519,-80.0963858,0.013134489415692258 +Fayette PA,Democrat,21971,48505,39.9189072,-79.6401194,0.452963611998763 +Fayette PA,Republican,26018,48505,39.9189072,-79.6401194,0.5363983094526338 +Fayette PA,Other,516,48505,39.9189072,-79.6401194,0.010638078548603236 +Forest PA,Democrat,896,2312,41.513304,-79.249705,0.3875432525951557 +Forest PA,Republican,1383,2312,41.513304,-79.249705,0.5981833910034602 +Forest PA,Other,33,2312,41.513304,-79.249705,0.014273356401384083 +Franklin PA,Democrat,18995,63078,39.9267722,-77.7245208,0.3011351025714195 +Franklin PA,Republican,43260,63078,39.9267722,-77.7245208,0.6858175592124037 +Franklin PA,Other,823,63078,39.9267722,-77.7245208,0.013047338216176797 +Fulton PA,Democrat,1310,6195,39.9107505,-78.1226171,0.21146085552865213 +Fulton PA,Republican,4814,6195,39.9107505,-78.1226171,0.7770782889426957 +Fulton PA,Other,71,6195,39.9107505,-78.1226171,0.011460855528652138 +Greene PA,Democrat,5852,14464,39.8477067,-80.2256552,0.4045907079646018 +Greene PA,Republican,8428,14464,39.8477067,-80.2256552,0.5826880530973452 +Greene PA,Other,184,14464,39.8477067,-80.2256552,0.012721238938053098 +Huntingdon PA,Democrat,5409,17639,40.4223108,-77.9685953,0.30665003685016157 +Huntingdon PA,Republican,11979,17639,40.4223108,-77.9685953,0.6791201315267306 +Huntingdon PA,Other,251,17639,40.4223108,-77.9685953,0.014229831623107887 +Indiana PA,Democrat,14473,36321,40.6514319,-79.0875451,0.3984747115993502 +Indiana PA,Republican,21257,36321,40.6514319,-79.0875451,0.5852537099749456 +Indiana PA,Other,591,36321,40.6514319,-79.0875451,0.016271578425704137 +Jefferson PA,Democrat,4787,18097,41.1380282,-79.012419,0.2645189810465823 +Jefferson PA,Republican,13048,18097,41.1380282,-79.012419,0.7210034812399845 +Jefferson PA,Other,262,18097,41.1380282,-79.012419,0.014477537713433165 +Juniata PA,Democrat,2547,9535,40.530673,-77.4004377,0.2671211326691138 +Juniata PA,Republican,6862,9535,40.530673,-77.4004377,0.7196643943366544 +Juniata PA,Other,126,9535,40.530673,-77.4004377,0.013214472994231778 +Lackawanna PA,Democrat,61838,98015,41.4402841,-75.6096661,0.6309034331479876 +Lackawanna PA,Republican,35085,98015,41.4402841,-75.6096661,0.3579554149875019 +Lackawanna PA,Other,1092,98015,41.4402841,-75.6096661,0.011141151864510535 +Lancaster PA,Democrat,88481,222436,40.0419921,-76.250198,0.39778183387581145 +Lancaster PA,Republican,130669,222436,40.0419921,-76.250198,0.5874453775467999 +Lancaster PA,Other,3286,222436,40.0419921,-76.250198,0.014772788577388552 +Lawrence PA,Democrat,17513,39036,40.9927352,-80.3344455,0.44863715544625477 +Lawrence PA,Republican,21047,39036,40.9927352,-80.3344455,0.5391689722307613 +Lawrence PA,Other,476,39036,40.9927352,-80.3344455,0.012193872322983912 +Lebanon PA,Democrat,19900,56580,40.3714482,-76.4648185,0.3517143867090845 +Lebanon PA,Republican,35872,56580,40.3714482,-76.4648185,0.6340049487451396 +Lebanon PA,Other,808,56580,40.3714482,-76.4648185,0.014280664545775892 +Lehigh PA,Democrat,78283,147002,40.6142409,-75.5906269,0.5325301696575557 +Lehigh PA,Republican,66874,147002,40.6142409,-75.5906269,0.4549189806941402 +Lehigh PA,Other,1845,147002,40.6142409,-75.5906269,0.012550849648304104 +Luzerne PA,Democrat,64307,124439,41.1727868,-75.9760345,0.5167752874902563 +Luzerne PA,Republican,58325,124439,41.1727868,-75.9760345,0.4687035414942261 +Luzerne PA,Other,1807,124439,41.1727868,-75.9760345,0.014521171015517644 +Lycoming PA,Democrat,15203,46493,41.3438824,-77.0552624,0.3269954616824038 +Lycoming PA,Republican,30658,46493,41.3438824,-77.0552624,0.6594110941432043 +Lycoming PA,Other,632,46493,41.3438824,-77.0552624,0.013593444174391844 +Mercer PA,Democrat,24232,50863,41.3000142,-80.2527863,0.47641704185753886 +Mercer PA,Republican,25925,50863,41.3000142,-80.2527863,0.5097025342586949 +Mercer PA,Other,706,50863,41.3000142,-80.2527863,0.013880423883766195 +Mifflin PA,Democrat,4273,16371,40.6016153,-77.6518322,0.2610103231323682 +Mifflin PA,Republican,11939,16371,40.6016153,-77.6518322,0.7292773807342251 +Mifflin PA,Other,159,16371,40.6016153,-77.6518322,0.009712296133406633 +Monroe PA,Democrat,35221,62917,41.0562401,-75.3290651,0.5598010076767805 +Monroe PA,Republican,26867,62917,41.0562401,-75.3290651,0.42702290318991687 +Monroe PA,Other,829,62917,41.0562401,-75.3290651,0.013176089133302605 +Montgomery PA,Democrat,233356,412200,40.2099992,-75.3702011,0.5661232411450752 +Montgomery PA,Republican,174381,412200,40.2099992,-75.3702011,0.4230494905385735 +Montgomery PA,Other,4463,412200,40.2099992,-75.3702011,0.010827268316351286 +Montour PA,Democrat,3053,7831,41.0292837,-76.6652253,0.3898608096028604 +Montour PA,Republican,4652,7831,41.0292837,-76.6652253,0.5940492912782531 +Montour PA,Other,126,7831,41.0292837,-76.6652253,0.01608989911888648 +Northampton PA,Democrat,67606,130735,40.7527913,-75.3074468,0.5171224232225494 +Northampton PA,Republican,61446,130735,40.7527913,-75.3074468,0.47000420698359274 +Northampton PA,Other,1683,130735,40.7527913,-75.3074468,0.012873369793857803 +Northumberland PA,Democrat,13072,33212,40.8515244,-76.709877,0.39359267734553777 +Northumberland PA,Republican,19518,33212,40.8515244,-76.709877,0.5876791521136938 +Northumberland PA,Other,622,33212,40.8515244,-76.709877,0.018728170540768398 +Perry PA,Democrat,5685,19128,40.3977795,-77.2663284,0.2972082810539523 +Perry PA,Republican,13120,19128,40.3977795,-77.2663284,0.6859054788791301 +Perry PA,Other,323,19128,40.3977795,-77.2663284,0.016886240066917607 +Philadelphia PA,Democrat,588806,690327,40.0093755,-75.1333459,0.8529378106317731 +Philadelphia PA,Republican,96467,690327,40.0093755,-75.1333459,0.13974102128411608 +Philadelphia PA,Other,5054,690327,40.0093755,-75.1333459,0.0073211680841108635 +Pike PA,Democrat,10210,23279,41.3259485,-75.0315143,0.43859272305511404 +Pike PA,Republican,12786,23279,41.3259485,-75.0315143,0.5492503973538382 +Pike PA,Other,283,23279,41.3259485,-75.0315143,0.012156879591047725 +Potter PA,Democrat,1897,7242,41.7485866,-77.8944358,0.26194421430544046 +Potter PA,Republican,5231,7242,41.7485866,-77.8944358,0.7223142778238055 +Potter PA,Other,114,7242,41.7485866,-77.8944358,0.015741507870753936 +Schuylkill PA,Democrat,24546,57727,40.703682,-76.2177878,0.4252083080707468 +Schuylkill PA,Republican,32278,57727,40.703682,-76.2177878,0.5591490983421968 +Schuylkill PA,Other,903,57727,40.703682,-76.2177878,0.015642593587056317 +Snyder PA,Democrat,4687,15002,40.7554068,-77.0729288,0.31242500999866685 +Snyder PA,Republican,10073,15002,40.7554068,-77.0729288,0.6714438074923343 +Snyder PA,Other,242,15002,40.7554068,-77.0729288,0.0161311825089988 +Somerset PA,Democrat,9436,33942,39.9812968,-79.0284859,0.27800365329090804 +Somerset PA,Republican,23984,33942,39.9812968,-79.0284859,0.7066171704672677 +Somerset PA,Other,522,33942,39.9812968,-79.0284859,0.015379176241824288 +Sullivan PA,Democrat,1034,2949,41.4392848,-76.5117166,0.35062733129874535 +Sullivan PA,Republican,1868,2949,41.4392848,-76.5117166,0.6334350627331299 +Sullivan PA,Other,47,2949,41.4392848,-76.5117166,0.01593760596812479 +Susquehanna PA,Democrat,6935,18044,41.8196651,-75.8009686,0.38433828419419197 +Susquehanna PA,Republican,10800,18044,41.8196651,-75.8009686,0.5985369097761029 +Susquehanna PA,Other,309,18044,41.8196651,-75.8009686,0.017124806029705165 +Tioga PA,Democrat,5357,17004,41.7668593,-77.2572881,0.31504351917195955 +Tioga PA,Republican,11342,17004,41.7668593,-77.2572881,0.66701952481769 +Tioga PA,Other,305,17004,41.7668593,-77.2572881,0.017936956010350506 +Union PA,Democrat,6109,16268,40.962179,-77.0554751,0.37552249815588884 +Union PA,Republican,9896,16268,40.962179,-77.0554751,0.6083107941971969 +Union PA,Other,263,16268,40.962179,-77.0554751,0.016166707646914188 +Venango PA,Democrat,7945,22167,41.4007143,-79.7658126,0.35841566292236204 +Venango PA,Republican,13815,22167,41.4007143,-79.7658126,0.6232237109216403 +Venango PA,Other,407,22167,41.4007143,-79.7658126,0.018360626155997654 +Warren PA,Democrat,6995,17299,41.8342984,-79.2981823,0.40435863344702005 +Warren PA,Republican,10010,17299,41.8342984,-79.2981823,0.5786461645181803 +Warren PA,Other,294,17299,41.8342984,-79.2981823,0.0169952020347997 +Washington PA,Democrat,40345,94750,40.2000054,-80.2521319,0.4258047493403694 +Washington PA,Republican,53230,94750,40.2000054,-80.2521319,0.5617941952506597 +Washington PA,Other,1175,94750,40.2000054,-80.2521319,0.012401055408970976 +Wayne PA,Democrat,8396,21607,41.6466021,-75.2924932,0.3885777757208312 +Wayne PA,Republican,12896,21607,41.6466021,-75.2924932,0.5968436154949784 +Wayne PA,Other,315,21607,41.6466021,-75.2924932,0.014578608784190308 +Westmoreland PA,Democrat,63722,169572,40.3110682,-79.4666879,0.3757813790012502 +Westmoreland PA,Republican,103932,169572,40.3110682,-79.4666879,0.6129077913806524 +Westmoreland PA,Other,1918,169572,40.3110682,-79.4666879,0.011310829618097328 +Wyoming PA,Democrat,5061,11872,41.5251726,-76.008731,0.42629716981132076 +Wyoming PA,Republican,6587,11872,41.5251726,-76.008731,0.5548349056603774 +Wyoming PA,Other,224,11872,41.5251726,-76.008731,0.018867924528301886 +York PA,Democrat,73191,189229,39.9217514,-76.7288887,0.386785323602619 +York PA,Republican,113304,189229,39.9217514,-76.7288887,0.5987665738338204 +York PA,Other,2734,189229,39.9217514,-76.7288887,0.014448102563560553 +Bristol RI,Democrat,14974,24676,41.7068313,-71.2866369,0.6068244448046685 +Bristol RI,Republican,9231,24676,41.7068313,-71.2866369,0.37408818284973255 +Bristol RI,Other,471,24676,41.7068313,-71.2866369,0.01908737234559896 +Kent RI,Democrat,45564,78923,41.6742448,-71.5809243,0.5773222001191034 +Kent RI,Republican,31567,78923,41.6742448,-71.5809243,0.3999721247291664 +Kent RI,Other,1792,78923,41.6742448,-71.5809243,0.022705675151730168 +Newport RI,Democrat,23463,39452,41.5025036,-71.2836888,0.5947227010037514 +Newport RI,Republican,15202,39452,41.5025036,-71.2836888,0.3853290074013992 +Newport RI,Other,787,39452,41.5025036,-71.2836888,0.019948291594849437 +Providence RI,Democrat,159520,239789,41.8697678,-71.5786246,0.6652515336399918 +Providence RI,Republican,75785,239789,41.8697678,-71.5786246,0.31604869280909464 +Providence RI,Other,4484,239789,41.8697678,-71.5786246,0.018699773550913512 +Washington RI,Democrat,35888,62879,41.396792,-71.6202819,0.5707469902511172 +Washington RI,Republican,25366,62879,41.396792,-71.6202819,0.40340972343707754 +Washington RI,Other,1625,62879,41.396792,-71.6202819,0.025843286311805214 +Abbeville SC,Democrat,4543,10671,34.229041,-82.4540577,0.4257332958485615 +Abbeville SC,Republican,5981,10671,34.229041,-82.4540577,0.56049105051073 +Abbeville SC,Other,147,10671,34.229041,-82.4540577,0.013775653640708463 +Aiken SC,Democrat,25322,70363,33.5500134,-81.632983,0.35987663971121187 +Aiken SC,Republican,44042,70363,33.5500134,-81.632983,0.625925557466282 +Aiken SC,Other,999,70363,33.5500134,-81.632983,0.014197802822506147 +Allendale SC,Democrat,3297,4163,32.9797573,-81.3632651,0.7919769397069422 +Allendale SC,Republican,838,4163,32.9797573,-81.3632651,0.20129714148450636 +Allendale SC,Other,28,4163,32.9797573,-81.3632651,0.006725918808551525 +Anderson SC,Democrat,22405,72212,34.521235,-82.6386029,0.31026699163573923 +Anderson SC,Republican,48709,72212,34.521235,-82.6386029,0.6745277793164571 +Anderson SC,Other,1098,72212,34.521235,-82.6386029,0.015205229047803689 +Bamberg SC,Democrat,4624,6882,33.2030211,-81.0531607,0.6718977041557687 +Bamberg SC,Republican,2194,6882,33.2030211,-81.0531607,0.3188026736413833 +Bamberg SC,Other,64,6882,33.2030211,-81.0531607,0.00929962220284801 +Barnwell SC,Democrat,5188,9923,33.2605516,-81.4342278,0.522825758339212 +Barnwell SC,Republican,4659,9923,33.2605516,-81.4342278,0.46951526756021367 +Barnwell SC,Other,76,9923,33.2605516,-81.4342278,0.007658974100574423 +Beaufort SC,Democrat,29848,73297,32.358112,-80.6894218,0.4072199407888454 +Beaufort SC,Republican,42687,73297,32.358112,-80.6894218,0.5823839993451301 +Beaufort SC,Other,762,73297,32.358112,-80.6894218,0.01039605986602453 +Berkeley SC,Democrat,28542,68195,33.2077,-79.9536554,0.41853508321724464 +Berkeley SC,Republican,38475,68195,33.2077,-79.9536554,0.564190923088203 +Berkeley SC,Other,1178,68195,33.2077,-79.9536554,0.017273993694552386 +Calhoun SC,Democrat,4045,7834,33.6747804,-80.7803468,0.5163390349757467 +Calhoun SC,Republican,3707,7834,33.6747804,-80.7803468,0.4731937707429155 +Calhoun SC,Other,82,7834,33.6747804,-80.7803468,0.010467194281337758 +Charleston SC,Democrat,81487,161707,32.8004582,-79.94248,0.5039175793255704 +Charleston SC,Republican,77629,161707,32.8004582,-79.94248,0.48005961399320995 +Charleston SC,Other,2591,161707,32.8004582,-79.94248,0.016022806681219737 +Cherokee SC,Democrat,7231,20773,35.0497962,-81.6076469,0.34809608626582583 +Cherokee SC,Republican,13314,20773,35.0497962,-81.6076469,0.6409281278582776 +Cherokee SC,Other,228,20773,35.0497962,-81.6076469,0.010975785875896597 +Chester SC,Democrat,7891,14407,34.6893424,-81.1612488,0.5477198584021656 +Chester SC,Republican,6367,14407,34.6893424,-81.1612488,0.4419379468314014 +Chester SC,Other,149,14407,34.6893424,-81.1612488,0.010342194766432984 +Chesterfield SC,Democrat,7958,16594,34.6370178,-80.1592269,0.4795709292515367 +Chesterfield SC,Republican,8490,16594,34.6370178,-80.1592269,0.5116307098951428 +Chesterfield SC,Other,146,16594,34.6370178,-80.1592269,0.008798360853320477 +Clarendon SC,Democrat,9091,16292,33.6646821,-80.2178886,0.5580039283083722 +Clarendon SC,Republican,7071,16292,33.6646821,-80.2178886,0.4340166953105819 +Clarendon SC,Other,130,16292,33.6646821,-80.2178886,0.007979376381045912 +Colleton SC,Democrat,8475,17086,32.8350184,-80.6552438,0.49602013344258455 +Colleton SC,Republican,8443,17086,32.8350184,-80.6552438,0.49414725506262436 +Colleton SC,Other,168,17086,32.8350184,-80.6552438,0.009832611494791057 +Darlington SC,Democrat,15457,30150,34.3321854,-79.9621155,0.512669983416252 +Darlington SC,Republican,14434,30150,34.3321854,-79.9621155,0.4787396351575456 +Darlington SC,Other,259,30150,34.3321854,-79.9621155,0.008590381426202321 +Dillon SC,Democrat,7523,13035,34.3901723,-79.3749638,0.577138473341005 +Dillon SC,Republican,5427,13035,34.3901723,-79.3749638,0.41634062140391254 +Dillon SC,Other,85,13035,34.3901723,-79.3749638,0.00652090525508247 +Dorchester SC,Democrat,23445,56855,33.0821859,-80.4046966,0.4123647876176238 +Dorchester SC,Republican,32531,56855,33.0821859,-80.4046966,0.5721748307097001 +Dorchester SC,Other,879,56855,33.0821859,-80.4046966,0.015460381672676106 +Edgefield SC,Democrat,4967,11586,33.7764976,-81.9682452,0.42870706024512345 +Edgefield SC,Republican,6512,11586,33.7764976,-81.9682452,0.5620576557914725 +Edgefield SC,Other,107,11586,33.7764976,-81.9682452,0.009235283963404109 +Fairfield SC,Democrat,7777,11895,34.3956685,-81.1270007,0.6538041193778898 +Fairfield SC,Republican,3999,11895,34.3956685,-81.1270007,0.33619167717528375 +Fairfield SC,Other,119,11895,34.3956685,-81.1270007,0.010004203446826399 +Florence SC,Democrat,28614,58122,34.0285346,-79.7102329,0.4923092804789925 +Florence SC,Republican,28961,58122,34.0285346,-79.7102329,0.4982794810914972 +Florence SC,Other,547,58122,34.0285346,-79.7102329,0.009411238429510341 +Georgetown SC,Democrat,14163,30965,33.4175309,-79.2963325,0.45738737284030356 +Georgetown SC,Republican,16526,30965,33.4175309,-79.2963325,0.5336993379622154 +Georgetown SC,Other,276,30965,33.4175309,-79.2963325,0.008913289197481028 +Greenville SC,Democrat,68070,193189,34.8926452,-82.3720772,0.35234925383950433 +Greenville SC,Republican,121685,193189,34.8926452,-82.3720772,0.6298754069848698 +Greenville SC,Other,3434,193189,34.8926452,-82.3720772,0.017775339175625942 +Greenwood SC,Democrat,11972,28672,34.1557959,-82.1278759,0.4175502232142857 +Greenwood SC,Republican,16348,28672,34.1557959,-82.1278759,0.5701729910714286 +Greenwood SC,Other,352,28672,34.1557959,-82.1278759,0.012276785714285714 +Hampton SC,Democrat,5834,9206,32.7783341,-81.1438217,0.6337171409950033 +Hampton SC,Republican,3312,9206,32.7783341,-81.1438217,0.3597653704106018 +Hampton SC,Other,60,9206,32.7783341,-81.1438217,0.00651748859439496 +Horry SC,Democrat,38885,112393,33.9092694,-78.9766749,0.3459735036879521 +Horry SC,Republican,72127,112393,33.9092694,-78.9766749,0.6417392542240176 +Horry SC,Other,1381,112393,33.9092694,-78.9766749,0.012287242088030394 +Jasper SC,Democrat,5757,10021,32.43059,-81.021627,0.5744935635166151 +Jasper SC,Republican,4169,10021,32.43059,-81.021627,0.41602634467618005 +Jasper SC,Other,95,10021,32.43059,-81.021627,0.00948009180720487 +Kershaw SC,Democrat,11259,27946,34.3383561,-80.5908847,0.4028841336863952 +Kershaw SC,Republican,16324,27946,34.3383561,-80.5908847,0.5841265297359193 +Kershaw SC,Other,363,27946,34.3383561,-80.5908847,0.012989336577685537 +Lancaster SC,Democrat,13419,33144,34.6868182,-80.7036885,0.404869659666908 +Lancaster SC,Republican,19333,33144,34.6868182,-80.7036885,0.5833031619599324 +Lancaster SC,Other,392,33144,34.6868182,-80.7036885,0.011827178373159546 +Laurens SC,Democrat,10318,25416,34.4836761,-82.0054976,0.4059647466163047 +Laurens SC,Republican,14746,25416,34.4836761,-82.0054976,0.5801857097891092 +Laurens SC,Other,352,25416,34.4836761,-82.0054976,0.013849543594586088 +Lee SC,Democrat,5977,8907,34.1586401,-80.2512086,0.6710452453126754 +Lee SC,Republican,2832,8907,34.1586401,-80.2512086,0.3179521724486359 +Lee SC,Other,98,8907,34.1586401,-80.2512086,0.011002582238688672 +Lexington SC,Democrat,34148,112623,33.8994765,-81.2662769,0.3032062722534473 +Lexington SC,Republican,76662,112623,33.8994765,-81.2662769,0.6806957726219334 +Lexington SC,Other,1813,112623,33.8994765,-81.2662769,0.016097955124619305 +Marion SC,Democrat,9688,14986,34.0836195,-79.3540014,0.6464700387027893 +Marion SC,Republican,5164,14986,34.0836195,-79.3540014,0.34458828239690376 +Marion SC,Other,134,14986,34.0836195,-79.3540014,0.008941678900306954 +Marlboro SC,Democrat,6100,9853,34.60167,-79.6794351,0.6191007814878717 +Marlboro SC,Republican,3676,9853,34.60167,-79.6794351,0.3730843397949863 +Marlboro SC,Other,77,9853,34.60167,-79.6794351,0.007814878717141987 +Newberry SC,Democrat,6913,16351,34.2898805,-81.5996761,0.42278759708886304 +Newberry SC,Republican,9260,16351,34.2898805,-81.5996761,0.5663262185799034 +Newberry SC,Other,178,16351,34.2898805,-81.5996761,0.010886184331233563 +Oconee SC,Democrat,8550,30666,34.7487656,-83.0615395,0.2788104089219331 +Oconee SC,Republican,21611,30666,34.7487656,-83.0615395,0.7047218417791691 +Oconee SC,Other,505,30666,34.7487656,-83.0615395,0.016467749298897803 +Orangeburg SC,Democrat,30720,43041,33.436135,-80.8029131,0.7137380637066982 +Orangeburg SC,Republican,12022,43041,33.436135,-80.8029131,0.27931507167584396 +Orangeburg SC,Other,299,43041,33.436135,-80.8029131,0.006946864617457773 +Pickens SC,Democrat,11156,45549,34.8853677,-82.7233774,0.244923049902303 +Pickens SC,Republican,33474,45549,34.8853677,-82.7233774,0.7349008759797142 +Pickens SC,Other,919,45549,34.8853677,-82.7233774,0.02017607411798283 +Richland SC,Democrat,103989,159154,34.0290952,-80.8980371,0.6533860286263619 +Richland SC,Republican,53105,159154,34.0290952,-80.8980371,0.33367053294293575 +Richland SC,Other,2060,159154,34.0290952,-80.8980371,0.012943438430702338 +Saluda SC,Democrat,3328,8564,34.0052784,-81.7279033,0.3886034563288183 +Saluda SC,Republican,5135,8564,34.0052784,-81.7279033,0.5996029892573563 +Saluda SC,Other,101,8564,34.0052784,-81.7279033,0.011793554413825316 +Spartanburg SC,Democrat,41461,109906,34.9332708,-81.9910522,0.37724055101632303 +Spartanburg SC,Republican,66969,109906,34.9332708,-81.9910522,0.609329790912234 +Spartanburg SC,Other,1476,109906,34.9332708,-81.9910522,0.01342965807144287 +Sumter SC,Democrat,27589,47309,33.9161395,-80.3823757,0.5831659937855377 +Sumter SC,Republican,19274,47309,33.9161395,-80.3823757,0.40740662453233 +Sumter SC,Other,446,47309,33.9161395,-80.3823757,0.009427381682132363 +Union SC,Democrat,5796,12541,34.6903965,-81.6158961,0.4621641017462722 +Union SC,Republican,6584,12541,34.6903965,-81.6158961,0.5249980065385536 +Union SC,Other,161,12541,34.6903965,-81.6158961,0.012837891715174228 +Williamsburg SC,Democrat,11335,16304,33.6264617,-79.716474,0.6952281648675172 +Williamsburg SC,Republican,4824,16304,33.6264617,-79.716474,0.2958783120706575 +Williamsburg SC,Other,145,16304,33.6264617,-79.716474,0.00889352306182532 +York SC,Democrat,39131,100210,34.9701875,-81.1831873,0.3904899710607724 +York SC,Republican,59546,100210,34.9701875,-81.1831873,0.5942121544756013 +York SC,Other,1533,100210,34.9701875,-81.1831873,0.015297874463626385 +Aurora SD,Democrat,556,1400,43.7247191,-98.5775872,0.39714285714285713 +Aurora SD,Republican,804,1400,43.7247191,-98.5775872,0.5742857142857143 +Aurora SD,Other,40,1400,43.7247191,-98.5775872,0.02857142857142857 +Beadle SD,Democrat,2881,7263,44.4182649,-98.2794224,0.3966680435081922 +Beadle SD,Republican,4230,7263,44.4182649,-98.2794224,0.5824039653035935 +Beadle SD,Other,152,7263,44.4182649,-98.2794224,0.020927991188214236 +Bennett SD,Democrat,548,1203,43.1869121,-101.677181,0.45552784704904403 +Bennett SD,Republican,626,1203,43.1869121,-101.677181,0.5203657522859518 +Bennett SD,Other,29,1203,43.1869121,-101.677181,0.024106400665004156 +Brookings SD,Democrat,5827,12400,44.3766745,-96.7977971,0.46991935483870967 +Brookings SD,Republican,6220,12400,44.3766745,-96.7977971,0.5016129032258064 +Brookings SD,Other,353,12400,44.3766745,-96.7977971,0.028467741935483872 +Brown SD,Democrat,7250,16068,45.5892542,-98.3521746,0.45120736868309685 +Brown SD,Republican,8321,16068,45.5892542,-98.3521746,0.5178615882499378 +Brown SD,Other,497,16068,45.5892542,-98.3521746,0.030931043066965397 +Brule SD,Democrat,824,2379,43.7298732,-99.092909,0.346364018495166 +Brule SD,Republican,1499,2379,43.7298732,-99.092909,0.6300966792770072 +Brule SD,Other,56,2379,43.7298732,-99.092909,0.023539302227826818 +Buffalo SD,Democrat,472,641,44.0443062,-99.2039983,0.7363494539781591 +Buffalo SD,Republican,166,641,44.0443062,-99.2039983,0.2589703588143526 +Buffalo SD,Other,3,641,44.0443062,-99.2039983,0.0046801872074883 +Butte SD,Democrat,1002,4208,44.8962264,-103.5014361,0.23811787072243346 +Butte SD,Republican,3073,4208,44.8962264,-103.5014361,0.7302756653992395 +Butte SD,Other,133,4208,44.8962264,-103.5014361,0.031606463878326996 +Campbell SD,Democrat,153,787,45.7855747,-100.0021074,0.19440914866581957 +Campbell SD,Republican,616,787,45.7855747,-100.0021074,0.7827191867852605 +Campbell SD,Other,18,787,45.7855747,-100.0021074,0.022871664548919948 +Clark SD,Democrat,713,1821,44.8552107,-97.7249124,0.3915431081823174 +Clark SD,Republican,1067,1821,44.8552107,-97.7249124,0.585941790225151 +Clark SD,Other,41,1821,44.8552107,-97.7249124,0.022515101592531575 +Clay SD,Democrat,2955,5234,42.9161495,-96.980468,0.5645777607948033 +Clay SD,Republican,2147,5234,42.9161495,-96.980468,0.41020252197172336 +Clay SD,Other,132,5234,42.9161495,-96.980468,0.025219717233473445 +Codington SD,Democrat,4588,11524,44.9662852,-97.1988375,0.398125650815689 +Codington SD,Republican,6696,11524,44.9662852,-97.1988375,0.581048247136411 +Codington SD,Other,240,11524,44.9662852,-97.1988375,0.020826102047900034 +Corson SD,Democrat,648,1200,45.6856708,-101.1796647,0.54 +Corson SD,Republican,515,1200,45.6856708,-101.1796647,0.42916666666666664 +Corson SD,Other,37,1200,45.6856708,-101.1796647,0.030833333333333334 +Custer SD,Democrat,1335,4520,43.6849428,-103.46225,0.29535398230088494 +Custer SD,Republican,3062,4520,43.6849428,-103.46225,0.6774336283185841 +Custer SD,Other,123,4520,43.6849428,-103.46225,0.027212389380530975 +Davison SD,Democrat,3042,7971,43.6804393,-98.1558683,0.3816334211516748 +Davison SD,Republican,4757,7971,43.6804393,-98.1558683,0.5967883577970142 +Davison SD,Other,172,7971,43.6804393,-98.1558683,0.021578221051311002 +Day SD,Democrat,1497,2873,45.355161,-97.5814295,0.521058127392969 +Day SD,Republican,1320,2873,45.355161,-97.5814295,0.4594500522102332 +Day SD,Other,56,2873,45.355161,-97.5814295,0.01949182039679777 +Deuel SD,Democrat,941,2171,44.7562899,-96.6902393,0.4334408106863197 +Deuel SD,Republican,1175,2171,44.7562899,-96.6902393,0.5412252418240442 +Deuel SD,Other,55,2171,44.7562899,-96.6902393,0.025333947489636112 +Dewey SD,Democrat,1207,1895,45.148049,-100.8379534,0.6369393139841689 +Dewey SD,Republican,663,1895,45.148049,-100.8379534,0.34986807387862795 +Dewey SD,Other,25,1895,45.148049,-100.8379534,0.013192612137203167 +Douglas SD,Democrat,332,1690,43.3915064,-98.3584331,0.19644970414201182 +Douglas SD,Republican,1334,1690,43.3915064,-98.3584331,0.7893491124260354 +Douglas SD,Other,24,1690,43.3915064,-98.3584331,0.014201183431952662 +Edmunds SD,Democrat,622,1936,45.4116802,-99.205362,0.3212809917355372 +Edmunds SD,Republican,1264,1936,45.4116802,-99.205362,0.6528925619834711 +Edmunds SD,Other,50,1936,45.4116802,-99.205362,0.025826446280991736 +Faulk SD,Democrat,331,1127,45.0654764,-99.1535637,0.2937000887311446 +Faulk SD,Republican,765,1127,45.0654764,-99.1535637,0.678793256433008 +Faulk SD,Other,31,1127,45.0654764,-99.1535637,0.027506654835847383 +Grant SD,Democrat,1493,3606,45.1726366,-96.7722606,0.4140321686078758 +Grant SD,Republican,2034,3606,45.1726366,-96.7722606,0.5640599001663894 +Grant SD,Other,79,3606,45.1726366,-96.7722606,0.021907931225734888 +Gregory SD,Democrat,599,2151,43.1751423,-99.2065908,0.27847512784751277 +Gregory SD,Republican,1507,2151,43.1751423,-99.2065908,0.700604370060437 +Gregory SD,Other,45,2151,43.1751423,-99.2065908,0.02092050209205021 +Haakon SD,Democrat,138,1092,44.282881,-101.5954424,0.12637362637362637 +Haakon SD,Republican,940,1092,44.282881,-101.5954424,0.8608058608058609 +Haakon SD,Other,14,1092,44.282881,-101.5954424,0.01282051282051282 +Hamlin SD,Democrat,921,2793,44.6806187,-97.178598,0.3297529538131042 +Hamlin SD,Republican,1803,2793,44.6806187,-97.178598,0.6455424274973147 +Hamlin SD,Other,69,2793,44.6806187,-97.178598,0.024704618689581095 +Hand SD,Democrat,575,1848,44.5467133,-99.0045751,0.31114718614718617 +Hand SD,Republican,1242,1848,44.5467133,-99.0045751,0.672077922077922 +Hand SD,Other,31,1848,44.5467133,-99.0045751,0.016774891774891776 +Hanson SD,Democrat,760,2416,43.6806116,-97.7968454,0.31456953642384106 +Hanson SD,Republican,1627,2416,43.6806116,-97.7968454,0.6734271523178808 +Hanson SD,Other,29,2416,43.6806116,-97.7968454,0.012003311258278146 +Harding SD,Democrat,82,739,45.5966105,-103.4738711,0.11096075778078485 +Harding SD,Republican,638,739,45.5966105,-103.4738711,0.8633288227334236 +Harding SD,Other,19,739,45.5966105,-103.4738711,0.02571041948579161 +Hughes SD,Democrat,2786,8155,44.3844521,-99.9756842,0.34163090128755363 +Hughes SD,Republican,5219,8155,44.3844521,-99.9756842,0.6399754751686082 +Hughes SD,Other,150,8155,44.3844521,-99.9756842,0.018393623543838136 +Hutchinson SD,Democrat,923,3425,43.3367101,-97.7493828,0.2694890510948905 +Hutchinson SD,Republican,2451,3425,43.3367101,-97.7493828,0.7156204379562043 +Hutchinson SD,Other,51,3425,43.3367101,-97.7493828,0.01489051094890511 +Hyde SD,Democrat,189,733,44.5371743,-99.4727359,0.2578444747612551 +Hyde SD,Republican,531,733,44.5371743,-99.4727359,0.7244201909959073 +Hyde SD,Other,13,733,44.5371743,-99.4727359,0.017735334242837655 +Jackson SD,Democrat,426,1106,43.677506,-101.6263229,0.38517179023508136 +Jackson SD,Republican,661,1106,43.677506,-101.6263229,0.5976491862567812 +Jackson SD,Other,19,1106,43.677506,-101.6263229,0.017179023508137433 +Jerauld SD,Democrat,452,1006,44.0634099,-98.6231702,0.44930417495029823 +Jerauld SD,Republican,538,1006,44.0634099,-98.6231702,0.5347912524850894 +Jerauld SD,Other,16,1006,44.0634099,-98.6231702,0.015904572564612324 +Jones SD,Democrat,108,609,43.951991,-100.6861382,0.17733990147783252 +Jones SD,Republican,490,609,43.951991,-100.6861382,0.8045977011494253 +Jones SD,Other,11,609,43.951991,-100.6861382,0.0180623973727422 +Kingsbury SD,Democrat,1092,2608,44.3629687,-97.499313,0.4187116564417178 +Kingsbury SD,Republican,1451,2608,44.3629687,-97.499313,0.5563650306748467 +Kingsbury SD,Other,65,2608,44.3629687,-97.499313,0.02492331288343558 +Lake SD,Democrat,2724,6285,44.0284497,-97.1232229,0.4334128878281623 +Lake SD,Republican,3419,6285,44.0284497,-97.1232229,0.5439936356404137 +Lake SD,Other,142,6285,44.0284497,-97.1232229,0.022593476531424024 +Lawrence SD,Democrat,3973,11359,44.348767,-103.8049474,0.34976670481556477 +Lawrence SD,Republican,7025,11359,44.348767,-103.8049474,0.6184523285500484 +Lawrence SD,Other,361,11359,44.348767,-103.8049474,0.03178096663438683 +Lincoln SD,Democrat,7982,21952,43.2794204,-96.7222862,0.3636115160349854 +Lincoln SD,Republican,13611,21952,43.2794204,-96.7222862,0.6200346209912536 +Lincoln SD,Other,359,21952,43.2794204,-96.7222862,0.016353862973760933 +Lyman SD,Democrat,605,1569,43.8948122,-99.8419253,0.38559592096876993 +Lyman SD,Republican,933,1569,43.8948122,-99.8419253,0.5946462715105163 +Lyman SD,Other,31,1569,43.8948122,-99.8419253,0.019757807520713832 +Marshall SD,Democrat,1061,1987,45.7370443,-97.5808695,0.5339708102667338 +Marshall SD,Republican,889,1987,45.7370443,-97.5808695,0.447408152994464 +Marshall SD,Other,37,1987,45.7370443,-97.5808695,0.018621036738802214 +Meade SD,Democrat,2928,10817,44.6052822,-102.7141689,0.2706850328187113 +Meade SD,Republican,7566,10817,44.6052822,-102.7141689,0.6994545622631043 +Meade SD,Other,323,10817,44.6052822,-102.7141689,0.02986040491818434 +Mellette SD,Democrat,375,769,43.5846896,-100.7609555,0.48764629388816644 +Mellette SD,Republican,381,769,43.5846896,-100.7609555,0.49544863459037713 +Mellette SD,Other,13,769,43.5846896,-100.7609555,0.016905071521456438 +Miner SD,Democrat,479,1140,44.0215411,-97.608122,0.4201754385964912 +Miner SD,Republican,636,1140,44.0215411,-97.608122,0.5578947368421052 +Miner SD,Other,25,1140,44.0215411,-97.608122,0.021929824561403508 +Minnehaha SD,Democrat,34674,76583,43.6674723,-96.7957261,0.4527636681770106 +Minnehaha SD,Republican,40342,76583,43.6674723,-96.7957261,0.5267748717078202 +Minnehaha SD,Other,1567,76583,43.6674723,-96.7957261,0.020461460115169163 +Moody SD,Democrat,1429,3033,44.0124293,-96.6760536,0.4711506758984504 +Moody SD,Republican,1535,3033,44.0124293,-96.6760536,0.5060995713814704 +Moody SD,Other,69,3033,44.0124293,-96.6760536,0.02274975272007913 +Pennington SD,Democrat,15125,44464,44.0023492,-102.8238015,0.3401628283555236 +Pennington SD,Republican,28232,44464,44.0023492,-102.8238015,0.6349406261245052 +Pennington SD,Other,1107,44464,44.0023492,-102.8238015,0.02489654551997121 +Perkins SD,Democrat,319,1590,45.4833865,-102.4679947,0.20062893081761007 +Perkins SD,Republican,1205,1590,45.4833865,-102.4679947,0.7578616352201258 +Perkins SD,Other,66,1590,45.4833865,-102.4679947,0.04150943396226415 +Potter SD,Democrat,339,1381,45.0527131,-99.9620034,0.24547429398986242 +Potter SD,Republican,1029,1381,45.0527131,-99.9620034,0.7451122375090514 +Potter SD,Other,13,1381,45.0527131,-99.9620034,0.00941346850108617 +Roberts SD,Democrat,2302,4256,45.6233973,-96.9475513,0.5408834586466166 +Roberts SD,Republican,1883,4256,45.6233973,-96.9475513,0.44243421052631576 +Roberts SD,Other,71,4256,45.6233973,-96.9475513,0.01668233082706767 +Sanborn SD,Democrat,389,1115,44.0189419,-98.0917093,0.3488789237668161 +Sanborn SD,Republican,688,1115,44.0189419,-98.0917093,0.6170403587443947 +Sanborn SD,Other,38,1115,44.0189419,-98.0917093,0.034080717488789235 +Spink SD,Democrat,1300,3041,44.9237717,-98.3396152,0.4274909569220651 +Spink SD,Republican,1670,3041,44.9237717,-98.3396152,0.5491614600460375 +Spink SD,Other,71,3041,44.9237717,-98.3396152,0.023347583031897403 +Stanley SD,Democrat,435,1540,44.4155468,-100.7491628,0.2824675324675325 +Stanley SD,Republican,1063,1540,44.4155468,-100.7491628,0.6902597402597402 +Stanley SD,Other,42,1540,44.4155468,-100.7491628,0.02727272727272727 +Sully SD,Democrat,186,818,44.722325,-100.1313985,0.2273838630806846 +Sully SD,Republican,613,818,44.722325,-100.1313985,0.7493887530562348 +Sully SD,Other,19,818,44.722325,-100.1313985,0.023227383863080684 +Todd SD,Democrat,1976,2497,43.2087936,-100.7076636,0.7913496195434522 +Todd SD,Republican,498,2497,43.2087936,-100.7076636,0.19943932719263116 +Todd SD,Other,23,2497,43.2087936,-100.7076636,0.0092110532639167 +Tripp SD,Democrat,737,2691,43.3497292,-99.8762186,0.2738758825715347 +Tripp SD,Republican,1905,2691,43.3497292,-99.8762186,0.7079152731326644 +Tripp SD,Other,49,2691,43.3497292,-99.8762186,0.018208844295800816 +Turner SD,Democrat,1411,4210,43.3086698,-97.1501851,0.3351543942992874 +Turner SD,Republican,2715,4210,43.3086698,-97.1501851,0.6448931116389549 +Turner SD,Other,84,4210,43.3086698,-97.1501851,0.019952494061757718 +Union SD,Democrat,2782,7596,42.8311064,-96.6508287,0.366245392311743 +Union SD,Republican,4698,7596,42.8311064,-96.6508287,0.6184834123222749 +Union SD,Other,116,7596,42.8311064,-96.6508287,0.015271195365982097 +Walworth SD,Democrat,671,2462,45.4276046,-100.0278563,0.2725426482534525 +Walworth SD,Republican,1731,2462,45.4276046,-100.0278563,0.7030869212022746 +Walworth SD,Other,60,2462,45.4276046,-100.0278563,0.024370430544272948 +Yankton SD,Democrat,4226,9974,43.006603,-97.3883614,0.42370162422297974 +Yankton SD,Republican,5495,9974,43.006603,-97.3883614,0.5509324243031883 +Yankton SD,Other,253,9974,43.006603,-97.3883614,0.025365951473831964 +Ziebach SD,Democrat,439,761,44.9897638,-101.6608274,0.5768725361366623 +Ziebach SD,Republican,314,761,44.9897638,-101.6608274,0.4126149802890933 +Ziebach SD,Other,8,761,44.9897638,-101.6608274,0.010512483574244415 +Anderson TN,Democrat,10122,29659,36.1167307,-84.1954177,0.34127920698607506 +Anderson TN,Republican,18968,29659,36.1167307,-84.1954177,0.6395360598806433 +Anderson TN,Other,569,29659,36.1167307,-84.1954177,0.019184733133281635 +Bedford TN,Democrat,4211,14445,35.5136604,-86.4582939,0.29151955694011766 +Bedford TN,Republican,10034,14445,35.5136604,-86.4582939,0.6946348217376255 +Bedford TN,Other,200,14445,35.5136604,-86.4582939,0.013845621322256836 +Benton TN,Democrat,2258,6226,36.0709478,-88.0712321,0.3626726630260199 +Benton TN,Republican,3850,6226,36.0709478,-88.0712321,0.6183745583038869 +Benton TN,Other,118,6226,36.0709478,-88.0712321,0.018952778670093158 +Bledsoe TN,Democrat,1267,4359,35.5935612,-85.2059104,0.29066299610002294 +Bledsoe TN,Republican,3022,4359,35.5935612,-85.2059104,0.6932782748336774 +Bledsoe TN,Other,70,4359,35.5935612,-85.2059104,0.01605872906629961 +Blount TN,Democrat,12934,49234,35.6881849,-83.9229731,0.2627046350083276 +Blount TN,Republican,35441,49234,35.6881849,-83.9229731,0.7198480724702442 +Blount TN,Other,859,49234,35.6881849,-83.9229731,0.017447292521428282 +Bradley TN,Democrat,8037,35963,35.1539144,-84.8594137,0.22347968745655256 +Bradley TN,Republican,27422,35963,35.1539144,-84.8594137,0.7625059088507633 +Bradley TN,Other,504,35963,35.1539144,-84.8594137,0.014014403692684148 +Campbell TN,Democrat,3328,12101,36.4015922,-84.1592495,0.27501859350466906 +Campbell TN,Republican,8604,12101,36.4015922,-84.1592495,0.711015618543922 +Campbell TN,Other,169,12101,36.4015922,-84.1592495,0.013965787951408975 +Cannon TN,Democrat,1564,4973,35.808394,-86.0624044,0.31449829077015884 +Cannon TN,Republican,3309,4973,35.808394,-86.0624044,0.6653931228634627 +Cannon TN,Other,100,4973,35.808394,-86.0624044,0.020108586366378443 +Carroll TN,Democrat,3475,10851,35.9657478,-88.4523791,0.32024698184499123 +Carroll TN,Republican,7225,10851,35.9657478,-88.4523791,0.6658372500230394 +Carroll TN,Other,151,10851,35.9657478,-88.4523791,0.013915768131969404 +Carter TN,Democrat,4789,20617,36.2847441,-82.1265932,0.2322840374448271 +Carter TN,Republican,15503,20617,36.2847441,-82.1265932,0.7519522723965659 +Carter TN,Other,325,20617,36.2847441,-82.1265932,0.015763690158606975 +Cheatham TN,Democrat,4659,15182,36.2551687,-87.1008077,0.30687656435252275 +Cheatham TN,Republican,10268,15182,36.2551687,-87.1008077,0.6763272296140166 +Cheatham TN,Other,255,15182,36.2551687,-87.1008077,0.016796206033460676 +Chester TN,Democrat,1624,6410,35.420253,-88.6113533,0.2533541341653666 +Chester TN,Republican,4684,6410,35.420253,-88.6113533,0.7307332293291732 +Chester TN,Other,102,6410,35.420253,-88.6113533,0.01591263650546022 +Claiborne TN,Democrat,2433,10178,36.501572,-83.6606975,0.2390449990174887 +Claiborne TN,Republican,7617,10178,36.501572,-83.6606975,0.7483788563568481 +Claiborne TN,Other,128,10178,36.501572,-83.6606975,0.012576144625663196 +Clay TN,Democrat,1037,2820,36.5457493,-85.5457173,0.3677304964539007 +Clay TN,Republican,1747,2820,36.5457493,-85.5457173,0.6195035460992908 +Clay TN,Other,36,2820,36.5457493,-85.5457173,0.01276595744680851 +Cocke TN,Democrat,2804,11454,35.916198,-83.1192242,0.24480530818927884 +Cocke TN,Republican,8459,11454,35.916198,-83.1192242,0.7385192945695827 +Cocke TN,Other,191,11454,35.916198,-83.1192242,0.01667539724113847 +Coffee TN,Democrat,5870,19259,35.4887654,-86.0782018,0.3047925645152916 +Coffee TN,Republican,13023,19259,35.4887654,-86.0782018,0.6762033335064126 +Coffee TN,Other,366,19259,35.4887654,-86.0782018,0.019004101978295863 +Crockett TN,Democrat,1669,5498,35.8187949,-89.1324936,0.303564932702801 +Crockett TN,Republican,3783,5498,35.8187949,-89.1324936,0.6880683885049109 +Crockett TN,Other,46,5498,35.8187949,-89.1324936,0.008366678792288106 +Cumberland TN,Democrat,6261,25247,35.9523984,-84.9947614,0.2479898601814077 +Cumberland TN,Republican,18653,25247,35.9523984,-84.9947614,0.7388204539153167 +Cumberland TN,Other,333,25247,35.9523984,-84.9947614,0.013189685903275636 +Davidson TN,Democrat,143120,244873,36.1691287,-86.7847898,0.5844662335169659 +Davidson TN,Republican,97622,244873,36.1691287,-86.7847898,0.39866379715199307 +Davidson TN,Other,4131,244873,36.1691287,-86.7847898,0.01686996933104099 +Decatur TN,Democrat,1303,4251,35.6031362,-88.1102917,0.3065161138555634 +Decatur TN,Republican,2874,4251,35.6031362,-88.1102917,0.6760762173606211 +Decatur TN,Other,74,4251,35.6031362,-88.1102917,0.017407668783815573 +Dickson TN,Democrat,6233,17835,36.1455325,-87.3641546,0.34948135688253434 +Dickson TN,Republican,11296,17835,36.1455325,-87.3641546,0.6333613680964396 +Dickson TN,Other,306,17835,36.1455325,-87.3641546,0.017157275021026073 +Dyer TN,Democrat,3757,13800,36.054196,-89.3983058,0.2722463768115942 +Dyer TN,Republican,9921,13800,36.054196,-89.3983058,0.7189130434782609 +Dyer TN,Other,122,13800,36.054196,-89.3983058,0.008840579710144927 +Fayette TN,Democrat,6688,19574,35.1969933,-89.4138027,0.3416777357719424 +Fayette TN,Republican,12689,19574,35.1969933,-89.4138027,0.6482578931235312 +Fayette TN,Other,197,19574,35.1969933,-89.4138027,0.010064371104526413 +Fentress TN,Democrat,1561,6895,36.3698921,-84.9377641,0.2263959390862944 +Fentress TN,Republican,5243,6895,36.3698921,-84.9377641,0.7604060913705584 +Fentress TN,Other,91,6895,36.3698921,-84.9377641,0.013197969543147208 +Franklin TN,Democrat,5603,16119,35.1559259,-86.0992032,0.34760220857373286 +Franklin TN,Republican,10262,16119,35.1559259,-86.0992032,0.6366399900738259 +Franklin TN,Other,254,16119,35.1559259,-86.0992032,0.015757801352441217 +Gibson TN,Democrat,6564,19667,35.9916316,-88.9338117,0.3337570549651701 +Gibson TN,Republican,12883,19667,35.9916316,-88.9338117,0.6550566939543397 +Gibson TN,Other,220,19667,35.9916316,-88.9338117,0.011186251080490161 +Giles TN,Democrat,3760,10799,35.2027228,-87.035319,0.34818038707287713 +Giles TN,Republican,6915,10799,35.2027228,-87.035319,0.6403370682470599 +Giles TN,Other,124,10799,35.2027228,-87.035319,0.011482544680062969 +Grainger TN,Democrat,1668,7252,36.2775091,-83.5095458,0.23000551571980143 +Grainger TN,Republican,5470,7252,36.2775091,-83.5095458,0.7542746828461114 +Grainger TN,Other,114,7252,36.2775091,-83.5095458,0.015719801434087147 +Greene TN,Democrat,6225,23887,36.1794867,-82.8475235,0.26060200108845816 +Greene TN,Republican,17245,23887,36.1794867,-82.8475235,0.7219408046217608 +Greene TN,Other,417,23887,36.1794867,-82.8475235,0.017457194289781052 +Grundy TN,Democrat,1643,4237,35.3933855,-85.7103793,0.38777436865706866 +Grundy TN,Republican,2516,4237,35.3933855,-85.7103793,0.593816379513807 +Grundy TN,Other,78,4237,35.3933855,-85.7103793,0.018409251829124382 +Hamblen TN,Democrat,5234,20032,36.2183967,-83.2660711,0.26128194888178913 +Hamblen TN,Republican,14522,20032,36.2183967,-83.2660711,0.7249400958466453 +Hamblen TN,Other,276,20032,36.2183967,-83.2660711,0.013777955271565496 +Hamilton TN,Democrat,58836,141181,35.163472,-85.2018432,0.4167416295393856 +Hamilton TN,Republican,79933,141181,35.163472,-85.2018432,0.5661739185867787 +Hamilton TN,Other,2412,141181,35.163472,-85.2018432,0.017084451873835716 +Hancock TN,Democrat,475,2046,36.5213528,-83.2274928,0.23216031280547408 +Hancock TN,Republican,1527,2046,36.5213528,-83.2274928,0.7463343108504399 +Hancock TN,Other,44,2046,36.5213528,-83.2274928,0.021505376344086023 +Hardeman TN,Democrat,5482,10439,35.2187853,-88.988697,0.5251460867899224 +Hardeman TN,Republican,4865,10439,35.2187853,-88.988697,0.46604080850656193 +Hardeman TN,Other,92,10439,35.2187853,-88.988697,0.008813104703515663 +Hardin TN,Democrat,2467,10495,35.2018926,-88.1856958,0.23506431634111483 +Hardin TN,Republican,7886,10495,35.2018926,-88.1856958,0.7514054311576941 +Hardin TN,Other,142,10495,35.2018926,-88.1856958,0.013530252501191043 +Hawkins TN,Democrat,5088,19797,36.4520892,-82.931485,0.2570086376723746 +Hawkins TN,Republican,14382,19797,36.4520892,-82.931485,0.7264737081375966 +Hawkins TN,Other,327,19797,36.4520892,-82.931485,0.01651765419002879 +Haywood TN,Democrat,4569,7569,35.5866782,-89.2826913,0.6036464526357511 +Haywood TN,Republican,2960,7569,35.5866782,-89.2826913,0.39106883339939225 +Haywood TN,Other,40,7569,35.5866782,-89.2826913,0.005284713964856652 +Henderson TN,Democrat,2517,10055,35.6539945,-88.3876742,0.2503232222774739 +Henderson TN,Republican,7421,10055,35.6539945,-88.3876742,0.7380407757334659 +Henderson TN,Other,117,10055,35.6539945,-88.3876742,0.011636001989060169 +Henry TN,Democrat,4339,12739,36.325295,-88.3002878,0.34060758301279537 +Henry TN,Republican,8193,12739,36.325295,-88.3002878,0.6431431038543056 +Henry TN,Other,207,12739,36.325295,-88.3002878,0.01624931313289897 +Hickman TN,Democrat,2698,7602,35.8023275,-87.4671159,0.35490660352538805 +Hickman TN,Republican,4758,7602,35.8023275,-87.4671159,0.6258879242304657 +Hickman TN,Other,146,7602,35.8023275,-87.4671159,0.019205472244146277 +Houston TN,Democrat,1400,3027,36.2857824,-87.7055983,0.46250412950115627 +Houston TN,Republican,1579,3027,36.2857824,-87.7055983,0.5216385860588041 +Houston TN,Other,48,3027,36.2857824,-87.7055983,0.015857284440039643 +Humphreys TN,Democrat,2905,6863,36.0408218,-87.7904526,0.423284278012531 +Humphreys TN,Republican,3833,6863,36.0408218,-87.7904526,0.5585021127786682 +Humphreys TN,Other,125,6863,36.0408218,-87.7904526,0.018213609208800816 +Jackson TN,Democrat,1739,4184,36.3542499,-85.6741278,0.41563097514340347 +Jackson TN,Republican,2383,4184,36.3542499,-85.6741278,0.5695506692160612 +Jackson TN,Other,62,4184,36.3542499,-85.6741278,0.014818355640535373 +Jefferson TN,Democrat,4232,17559,36.0483379,-83.4411426,0.24101600318924768 +Jefferson TN,Republican,13038,17559,36.0483379,-83.4411426,0.7425252007517512 +Jefferson TN,Other,289,17559,36.0483379,-83.4411426,0.016458796059001083 +Johnson TN,Democrat,1483,6194,36.4532029,-81.8612467,0.23942525024216985 +Johnson TN,Republican,4611,6194,36.4532029,-81.8612467,0.7444300936390055 +Johnson TN,Other,100,6194,36.4532029,-81.8612467,0.01614465611882467 +Knox TN,Democrat,59399,172507,35.9927265,-83.9377209,0.3443280562527897 +Knox TN,Republican,109707,172507,35.9927265,-83.9377209,0.6359568017529723 +Knox TN,Other,3401,172507,35.9927265,-83.9377209,0.019715141994237916 +Lake TN,Democrat,884,2087,36.3339054,-89.4855365,0.4235745088643987 +Lake TN,Republican,1163,2087,36.3339054,-89.4855365,0.5572592237661715 +Lake TN,Other,40,2087,36.3339054,-89.4855365,0.019166267369429803 +Lauderdale TN,Democrat,4011,8689,35.7629507,-89.6277318,0.46161813787547473 +Lauderdale TN,Republican,4616,8689,35.7629507,-89.6277318,0.5312464034986765 +Lauderdale TN,Other,62,8689,35.7629507,-89.6277318,0.007135458625848775 +Lawrence TN,Democrat,4237,15219,35.2204764,-87.396546,0.2784019975031211 +Lawrence TN,Republican,10770,15219,35.2204764,-87.396546,0.7076680465207964 +Lawrence TN,Other,212,15219,35.2204764,-87.396546,0.013929955976082528 +Lewis TN,Democrat,1447,4694,35.5232441,-87.4969827,0.30826587132509586 +Lewis TN,Republican,3117,4694,35.5232441,-87.4969827,0.664039198977418 +Lewis TN,Other,130,4694,35.5232441,-87.4969827,0.027694929697486152 +Lincoln TN,Democrat,3290,13268,35.1427838,-86.5934033,0.24796502864033765 +Lincoln TN,Republican,9803,13268,35.1427838,-86.5934033,0.7388453421766656 +Lincoln TN,Other,175,13268,35.1427838,-86.5934033,0.013189629182996683 +Loudon TN,Democrat,5058,22073,35.7350854,-84.3140848,0.22914873374711187 +Loudon TN,Republican,16707,22073,35.7350854,-84.3140848,0.7568975671635029 +Loudon TN,Other,308,22073,35.7350854,-84.3140848,0.013953699089385221 +Macon TN,Democrat,1552,6905,36.5377572,-86.0009596,0.22476466328747285 +Macon TN,Republican,5260,6905,36.5377572,-86.0009596,0.7617668356263577 +Macon TN,Other,93,6905,36.5377572,-86.0009596,0.013468501086169442 +Madison TN,Democrat,18367,40702,35.6060563,-88.8334238,0.45125546656183974 +Madison TN,Republican,21993,40702,35.6060563,-88.8334238,0.5403419979362194 +Madison TN,Other,342,40702,35.6060563,-88.8334238,0.008402535501940936 +Marion TN,Democrat,3953,10409,35.1334215,-85.618399,0.3797675088865405 +Marion TN,Republican,6272,10409,35.1334215,-85.618399,0.6025554808338938 +Marion TN,Other,184,10409,35.1334215,-85.618399,0.01767701027956576 +Marshall TN,Democrat,3725,10741,35.4683433,-86.765865,0.3468019737454613 +Marshall TN,Republican,6832,10741,35.4683433,-86.765865,0.636067405269528 +Marshall TN,Other,184,10741,35.4683433,-86.765865,0.017130620985010708 +Maury TN,Democrat,11825,33006,35.6156963,-87.0777632,0.3582681936617585 +Maury TN,Republican,20708,33006,35.6156963,-87.0777632,0.6274010785917712 +Maury TN,Other,473,33006,35.6156963,-87.0777632,0.014330727746470338 +Meigs TN,Democrat,1163,3964,35.512203,-84.8161015,0.29339051463168514 +Meigs TN,Republican,2734,3964,35.512203,-84.8161015,0.6897073662966701 +Meigs TN,Other,67,3964,35.512203,-84.8161015,0.016902119071644805 +Monroe TN,Democrat,4372,16338,35.4478181,-84.249705,0.2675970130982984 +Monroe TN,Republican,11731,16338,35.4478181,-84.249705,0.7180193414126577 +Monroe TN,Other,235,16338,35.4478181,-84.249705,0.014383645489043946 +Montgomery TN,Democrat,24499,55584,36.5003535,-87.3808865,0.4407563327576281 +Montgomery TN,Republican,30245,55584,36.5003535,-87.3808865,0.5441314047207829 +Montgomery TN,Other,840,55584,36.5003535,-87.3808865,0.015112262521588947 +Moore TN,Democrat,705,2799,35.2888885,-86.358684,0.25187566988210075 +Moore TN,Republican,2053,2799,35.2888885,-86.358684,0.7334762415148267 +Moore TN,Other,41,2799,35.2888885,-86.358684,0.014648088603072526 +Morgan TN,Democrat,1725,6504,36.138697,-84.6392616,0.26522140221402213 +Morgan TN,Republican,4669,6504,36.138697,-84.6392616,0.7178659286592866 +Morgan TN,Other,110,6504,36.138697,-84.6392616,0.016912669126691267 +Obion TN,Democrat,3321,12297,36.3579958,-89.1500236,0.270065869724323 +Obion TN,Republican,8814,12297,36.3579958,-89.1500236,0.7167601854110759 +Obion TN,Other,162,12297,36.3579958,-89.1500236,0.013173944864601122 +Overton TN,Democrat,2805,7664,36.3448504,-85.2830756,0.36599686847599167 +Overton TN,Republican,4775,7664,36.3448504,-85.2830756,0.6230427974947808 +Overton TN,Other,84,7664,36.3448504,-85.2830756,0.010960334029227558 +Perry TN,Democrat,992,2621,35.6637521,-87.8693256,0.3784814956123617 +Perry TN,Republican,1578,2621,35.6637521,-87.8693256,0.6020602823349867 +Perry TN,Other,51,2621,35.6637521,-87.8693256,0.019458222052651658 +Pickett TN,Democrat,712,2453,36.5593638,-85.075741,0.2902568283734203 +Pickett TN,Republican,1712,2453,36.5593638,-85.075741,0.6979209131675499 +Pickett TN,Other,29,2453,36.5593638,-85.075741,0.011822258459029759 +Polk TN,Democrat,1856,6059,35.1094371,-84.5411124,0.3063211751114045 +Polk TN,Republican,4108,6059,35.1094371,-84.5411124,0.6779996699125268 +Polk TN,Other,95,6059,35.1094371,-84.5411124,0.015679154976068657 +Putnam TN,Democrat,7802,25500,36.1409404,-85.4961801,0.3059607843137255 +Putnam TN,Republican,17254,25500,36.1409404,-85.4961801,0.6766274509803921 +Putnam TN,Other,444,25500,36.1409404,-85.4961801,0.017411764705882352 +Rhea TN,Democrat,2628,10590,35.60059,-84.9495484,0.2481586402266289 +Rhea TN,Republican,7802,10590,35.60059,-84.9495484,0.7367327667610953 +Rhea TN,Other,160,10590,35.60059,-84.9495484,0.015108593012275733 +Roane TN,Democrat,6018,21090,35.8472504,-84.5239292,0.28534850640113796 +Roane TN,Republican,14724,21090,35.8472504,-84.5239292,0.6981507823613087 +Roane TN,Other,348,21090,35.8472504,-84.5239292,0.016500711237553343 +Robertson TN,Democrat,8290,26289,36.5275092,-86.8693538,0.31534101715546425 +Robertson TN,Republican,17643,26289,36.5275092,-86.8693538,0.6711171973068584 +Robertson TN,Other,356,26289,36.5275092,-86.8693538,0.013541785537677356 +Rutherford TN,Democrat,36414,98848,35.8433688,-86.4172127,0.3683837811589511 +Rutherford TN,Republican,60846,98848,35.8433688,-86.4172127,0.615551149239236 +Rutherford TN,Other,1588,98848,35.8433688,-86.4172127,0.016065069601812886 +Scott TN,Democrat,1452,6668,36.435234,-84.50352,0.21775644871025795 +Scott TN,Republican,5117,6668,36.435234,-84.50352,0.7673965206958608 +Scott TN,Other,99,6668,36.435234,-84.50352,0.014847030593881224 +Sequatchie TN,Democrat,1489,5142,35.3723358,-85.410082,0.2895760404511863 +Sequatchie TN,Republican,3541,5142,35.3723358,-85.410082,0.6886425515363672 +Sequatchie TN,Other,112,5142,35.3723358,-85.410082,0.021781408012446518 +Sevier TN,Democrat,7418,33864,35.7953454,-83.5184957,0.21905268131348926 +Sevier TN,Republican,25984,33864,35.7953454,-83.5184957,0.7673045121663123 +Sevier TN,Other,462,33864,35.7953454,-83.5184957,0.01364280652019844 +Shelby TN,Democrat,232443,371109,35.1837942,-89.895397,0.6263469762253139 +Shelby TN,Republican,135649,371109,35.1837942,-89.895397,0.365523336809401 +Shelby TN,Other,3017,371109,35.1837942,-89.895397,0.008129686965285132 +Smith TN,Democrat,2470,7087,36.2566451,-85.9419149,0.3485254691689008 +Smith TN,Republican,4495,7087,36.2566451,-85.9419149,0.6342599125158741 +Smith TN,Other,122,7087,36.2566451,-85.9419149,0.01721461831522506 +Stewart TN,Democrat,2069,5115,36.4584642,-87.8118894,0.40449657869012706 +Stewart TN,Republican,2963,5115,36.4584642,-87.8118894,0.5792766373411534 +Stewart TN,Other,83,5115,36.4584642,-87.8118894,0.016226783968719453 +Sullivan TN,Democrat,15321,59887,36.5096806,-82.3013363,0.2558318165879072 +Sullivan TN,Republican,43562,59887,36.5096806,-82.3013363,0.7274032761701203 +Sullivan TN,Other,1004,59887,36.5096806,-82.3013363,0.016764907241972382 +Sumner TN,Democrat,18579,65366,36.473443,-86.4597975,0.2842303338126855 +Sumner TN,Republican,46003,65366,36.473443,-86.4597975,0.7037756631888138 +Sumner TN,Other,784,65366,36.473443,-86.4597975,0.01199400299850075 +Tipton TN,Democrat,7133,24081,35.5002588,-89.766803,0.29620862920975044 +Tipton TN,Republican,16672,24081,35.5002588,-89.766803,0.6923300527386737 +Tipton TN,Other,276,24081,35.5002588,-89.766803,0.011461318051575931 +Trousdale TN,Democrat,1240,2905,36.3930297,-86.1566909,0.4268502581755594 +Trousdale TN,Republican,1612,2905,36.3930297,-86.1566909,0.5549053356282272 +Trousdale TN,Other,53,2905,36.3930297,-86.1566909,0.018244406196213425 +Unicoi TN,Democrat,1913,7086,36.1001287,-82.4182181,0.2699689528648038 +Unicoi TN,Republican,5032,7086,36.1001287,-82.4182181,0.7101326559412927 +Unicoi TN,Other,141,7086,36.1001287,-82.4182181,0.01989839119390347 +Union TN,Democrat,1478,5828,36.2841401,-83.8360878,0.25360329444063145 +Union TN,Republican,4282,5828,36.2841401,-83.8360878,0.7347288949897048 +Union TN,Other,68,5828,36.2841401,-83.8360878,0.011667810569663692 +Warren TN,Democrat,4752,13015,35.6782498,-85.7773428,0.36511717249327696 +Warren TN,Republican,8010,13015,35.6782498,-85.7773428,0.6154437187860161 +Warren TN,Other,253,13015,35.6782498,-85.7773428,0.019439108720706876 +Washington TN,Democrat,14325,48032,36.2956649,-82.4950374,0.2982386742171885 +Washington TN,Republican,32808,48032,36.2956649,-82.4950374,0.6830446369087275 +Washington TN,Other,899,48032,36.2956649,-82.4950374,0.018716688874083943 +Wayne TN,Democrat,1163,5486,35.2428473,-87.8198433,0.2119941669704703 +Wayne TN,Republican,4253,5486,35.2428473,-87.8198433,0.7752460809332847 +Wayne TN,Other,70,5486,35.2428473,-87.8198433,0.012759752096244987 +Weakley TN,Democrat,3548,12337,36.3035963,-88.7211938,0.28759017589365327 +Weakley TN,Republican,8605,12337,36.3035963,-88.7211938,0.6974953392234741 +Weakley TN,Other,184,12337,36.3035963,-88.7211938,0.014914484882872659 +White TN,Democrat,2795,9140,35.9270486,-85.4557854,0.3057986870897155 +White TN,Republican,6197,9140,35.9270486,-85.4557854,0.6780087527352298 +White TN,Other,148,9140,35.9270486,-85.4557854,0.016192560175054705 +Williamson TN,Democrat,25142,96225,35.8948075,-86.8980679,0.2612834502468174 +Williamson TN,Republican,69850,96225,35.8948075,-86.8980679,0.7259028319043908 +Williamson TN,Other,1233,96225,35.8948075,-86.8980679,0.012813717848791893 +Wilson TN,Democrat,14695,51499,36.149527,-86.2912423,0.2853453465115828 +Wilson TN,Republican,36109,51499,36.149527,-86.2912423,0.7011592458105983 +Wilson TN,Other,695,51499,36.149527,-86.2912423,0.013495407677818988 +Anderson TX,Democrat,3813,16212,31.8412614,-95.6617267,0.2351961509992598 +Anderson TX,Republican,12262,16212,31.8412614,-95.6617267,0.7563533185294843 +Anderson TX,Other,137,16212,31.8412614,-95.6617267,0.00845053047125586 +Andrews TX,Democrat,795,4482,32.3122581,-102.6402058,0.17737617135207498 +Andrews TX,Republican,3639,4482,32.3122581,-102.6402058,0.8119143239625167 +Andrews TX,Other,48,4482,32.3122581,-102.6402058,0.0107095046854083 +Angelina TX,Democrat,7834,28406,31.2518963,-94.6111337,0.2757868056044498 +Angelina TX,Republican,20303,28406,31.2518963,-94.6111337,0.7147433640780116 +Angelina TX,Other,269,28406,31.2518963,-94.6111337,0.009469830317538548 +Aransas TX,Democrat,2704,9648,28.1226209,-96.9675012,0.2802653399668325 +Aransas TX,Republican,6830,9648,28.1226209,-96.9675012,0.7079187396351575 +Aransas TX,Other,114,9648,28.1226209,-96.9675012,0.01181592039800995 +Archer TX,Democrat,525,4164,33.6163054,-98.6872669,0.1260806916426513 +Archer TX,Republican,3600,4164,33.6163054,-98.6872669,0.8645533141210374 +Archer TX,Other,39,4164,33.6163054,-98.6872669,0.009365994236311239 +Armstrong TX,Democrat,98,935,34.964179,-101.3566363,0.10481283422459893 +Armstrong TX,Republican,828,935,34.964179,-101.3566363,0.8855614973262033 +Armstrong TX,Other,9,935,34.964179,-101.3566363,0.009625668449197862 +Atascosa TX,Democrat,5133,12721,28.8914775,-98.535381,0.40350601367816996 +Atascosa TX,Republican,7461,12721,28.8914775,-98.535381,0.5865104944579829 +Atascosa TX,Other,127,12721,28.8914775,-98.535381,0.009983491863847182 +Austin TX,Democrat,2252,11649,29.8919013,-96.2701696,0.1933213151343463 +Austin TX,Republican,9265,11649,29.8919013,-96.2701696,0.7953472401064469 +Austin TX,Other,132,11649,29.8919013,-96.2701696,0.0113314447592068 +Bailey TX,Democrat,466,1816,34.0675209,-102.8303446,0.2566079295154185 +Bailey TX,Republican,1339,1816,34.0675209,-102.8303446,0.7373348017621145 +Bailey TX,Other,11,1816,34.0675209,-102.8303446,0.006057268722466961 +Bandera TX,Democrat,1864,9448,29.756389,-99.2482849,0.19729043183742592 +Bandera TX,Republican,7426,9448,29.756389,-99.2482849,0.7859864521591872 +Bandera TX,Other,158,9448,29.756389,-99.2482849,0.01672311600338696 +Bastrop TX,Democrat,9864,24481,30.1007718,-97.3106392,0.40292471712756833 +Bastrop TX,Republican,14033,24481,30.1007718,-97.3106392,0.5732200482006454 +Bastrop TX,Other,584,24481,30.1007718,-97.3106392,0.023855234671786282 +Baylor TX,Democrat,267,1592,33.6188024,-99.2081888,0.16771356783919597 +Baylor TX,Republican,1297,1592,33.6188024,-99.2081888,0.8146984924623115 +Baylor TX,Other,28,1592,33.6188024,-99.2081888,0.017587939698492462 +Bee TX,Democrat,3452,7879,28.4160769,-97.7425858,0.4381266658205356 +Bee TX,Republican,4356,7879,28.4160769,-97.7425858,0.5528620383297372 +Bee TX,Other,71,7879,28.4160769,-97.7425858,0.009011295849727123 +Bell TX,Democrat,35512,86206,31.0427479,-97.4812697,0.4119434842122358 +Bell TX,Republican,49574,86206,31.0427479,-97.4812697,0.575064380669559 +Bell TX,Other,1120,86206,31.0427479,-97.4812697,0.012992135118205229 +Bexar TX,Democrat,264856,513681,29.4486708,-98.5201465,0.5156040421973949 +Bexar TX,Republican,241617,513681,29.4486708,-98.5201465,0.47036390288914715 +Bexar TX,Other,7208,513681,29.4486708,-98.5201465,0.014032054913457962 +Blanco TX,Democrat,1220,4973,30.2664556,-98.399217,0.24532475366981701 +Blanco TX,Republican,3638,4973,30.2664556,-98.399217,0.7315503720088478 +Blanco TX,Other,115,4973,30.2664556,-98.399217,0.02312487432133521 +Borden TX,Democrat,32,363,32.7385899,-101.439199,0.0881542699724518 +Borden TX,Republican,324,363,32.7385899,-101.439199,0.8925619834710744 +Borden TX,Other,7,363,32.7385899,-101.439199,0.01928374655647383 +Bosque TX,Democrat,1367,7356,31.9008189,-97.6376407,0.1858346927678086 +Bosque TX,Republican,5885,7356,31.9008189,-97.6376407,0.8000271886895052 +Bosque TX,Other,104,7356,31.9008189,-97.6376407,0.014138118542686243 +Bowie TX,Democrat,10196,35404,33.4460648,-94.422393,0.28799005762060786 +Bowie TX,Republican,24869,35404,33.4460648,-94.422393,0.702434753135239 +Bowie TX,Other,339,35404,33.4460648,-94.422393,0.009575189244153202 +Brazoria TX,Democrat,34421,106739,29.1678175,-95.434647,0.3224781944743721 +Brazoria TX,Republican,70862,106739,29.1678175,-95.434647,0.6638810556591311 +Brazoria TX,Other,1456,106739,29.1678175,-95.434647,0.013640749866496781 +Brazos TX,Democrat,17477,55962,30.6567132,-96.3023935,0.3123012043886923 +Brazos TX,Republican,37209,55962,30.6567132,-96.3023935,0.6648976090918838 +Brazos TX,Other,1276,55962,30.6567132,-96.3023935,0.022801186519423894 +Brewster TX,Democrat,1765,3867,29.8089965,-103.2524579,0.456426170157745 +Brewster TX,Republican,1976,3867,29.8089965,-103.2524579,0.5109904318593225 +Brewster TX,Other,126,3867,29.8089965,-103.2524579,0.032583397982932506 +Briscoe TX,Democrat,117,702,34.5251725,-101.205893,0.16666666666666666 +Briscoe TX,Republican,578,702,34.5251725,-101.205893,0.8233618233618234 +Briscoe TX,Other,7,702,34.5251725,-101.205893,0.009971509971509971 +Brooks TX,Democrat,1886,2403,27.0349936,-98.2152756,0.7848522679983354 +Brooks TX,Republican,507,2403,27.0349936,-98.2152756,0.21098626716604243 +Brooks TX,Other,10,2403,27.0349936,-98.2152756,0.004161464835622139 +Brown TX,Democrat,1904,13947,31.7641372,-98.998456,0.13651681365168136 +Brown TX,Republican,11895,13947,31.7641372,-98.998456,0.8528715852871586 +Brown TX,Other,148,13947,31.7641372,-98.998456,0.010611601061160107 +Burleson TX,Democrat,1705,6456,30.4934867,-96.6220912,0.26409541511771994 +Burleson TX,Republican,4671,6456,30.4934867,-96.6220912,0.7235130111524164 +Burleson TX,Other,80,6456,30.4934867,-96.6220912,0.012391573729863693 +Burnet TX,Democrat,3674,16796,30.7896305,-98.2011868,0.21874255775184567 +Burnet TX,Republican,12843,16796,30.7896305,-98.2011868,0.7646463443677066 +Burnet TX,Other,279,16796,30.7896305,-98.2011868,0.016611097880447727 +Caldwell TX,Democrat,4791,11068,29.8323986,-97.628141,0.4328695337911095 +Caldwell TX,Republican,6021,11068,29.8323986,-97.628141,0.5440007228044814 +Caldwell TX,Other,256,11068,29.8323986,-97.628141,0.023129743404409108 +Calhoun TX,Democrat,2410,6648,28.4417191,-96.5795739,0.36251504211793023 +Calhoun TX,Republican,4144,6648,28.4417191,-96.5795739,0.6233453670276775 +Calhoun TX,Other,94,6648,28.4417191,-96.5795739,0.014139590854392299 +Callahan TX,Democrat,751,5197,32.2931499,-99.372249,0.14450644602655377 +Callahan TX,Republican,4378,5197,32.2931499,-99.372249,0.8424090821627862 +Callahan TX,Other,68,5197,32.2931499,-99.372249,0.013084471810659996 +Cameron TX,Democrat,49975,76895,26.1029227,-97.4789584,0.6499122179595552 +Cameron TX,Republican,26099,76895,26.1029227,-97.4789584,0.33941088497301514 +Cameron TX,Other,821,76895,26.1029227,-97.4789584,0.010676897067429612 +Camp TX,Democrat,1428,4335,32.9745813,-94.979085,0.32941176470588235 +Camp TX,Republican,2881,4335,32.9745813,-94.979085,0.6645905420991927 +Camp TX,Other,26,4335,32.9745813,-94.979085,0.0059976931949250285 +Carson TX,Democrat,292,2778,35.4054961,-101.3553558,0.10511159107271419 +Carson TX,Republican,2451,2778,35.4054961,-101.3553558,0.8822894168466523 +Carson TX,Other,35,2778,35.4054961,-101.3553558,0.01259899208063355 +Cass TX,Democrat,2924,11788,33.0836979,-94.3575786,0.2480488632507635 +Cass TX,Republican,8763,11788,33.0836979,-94.3575786,0.7433831014591109 +Cass TX,Other,101,11788,33.0836979,-94.3575786,0.008568035290125552 +Castro TX,Democrat,630,2119,34.5336207,-102.2587856,0.2973100519112789 +Castro TX,Republican,1470,2119,34.5336207,-102.2587856,0.6937234544596508 +Castro TX,Other,19,2119,34.5336207,-102.2587856,0.008966493629070316 +Chambers TX,Democrat,2790,14735,29.6963741,-94.6694454,0.18934509670851712 +Chambers TX,Republican,11787,14735,29.6963741,-94.6694454,0.7999321343739396 +Chambers TX,Other,158,14735,29.6963741,-94.6694454,0.010722768917543264 +Cherokee TX,Democrat,3875,16126,31.8438807,-95.1563425,0.24029517549299267 +Cherokee TX,Republican,12094,16126,31.8438807,-95.1563425,0.7499689941709041 +Cherokee TX,Other,157,16126,31.8438807,-95.1563425,0.009735830336103188 +Childress TX,Democrat,320,1996,34.5246235,-100.2081658,0.16032064128256512 +Childress TX,Republican,1665,1996,34.5246235,-100.2081658,0.8341683366733467 +Childress TX,Other,11,1996,34.5246235,-100.2081658,0.005511022044088177 +Clay TX,Democrat,740,5057,33.7859042,-98.2129174,0.1463318172829741 +Clay TX,Republican,4266,5057,33.7859042,-98.2129174,0.8435831520664425 +Clay TX,Other,51,5057,33.7859042,-98.2129174,0.01008503065058335 +Cochran TX,Democrat,256,917,33.6084401,-102.830449,0.2791712104689204 +Cochran TX,Republican,649,917,33.6084401,-102.830449,0.707742639040349 +Cochran TX,Other,12,917,33.6084401,-102.830449,0.013086150490730643 +Coke TX,Democrat,179,1408,31.8771104,-100.6352305,0.12713068181818182 +Coke TX,Republican,1218,1408,31.8771104,-100.6352305,0.8650568181818182 +Coke TX,Other,11,1408,31.8771104,-100.6352305,0.0078125 +Coleman TX,Democrat,442,3492,31.9142052,-99.3466223,0.1265750286368843 +Coleman TX,Republican,3012,3492,31.9142052,-99.3466223,0.8625429553264605 +Coleman TX,Other,38,3492,31.9142052,-99.3466223,0.010882016036655211 +Collin TX,Democrat,101415,302821,33.1945322,-96.5794437,0.33490081599360677 +Collin TX,Republican,196888,302821,33.1945322,-96.5794437,0.6501794789661219 +Collin TX,Other,4518,302821,33.1945322,-96.5794437,0.014919705040271316 +Collingsworth TX,Democrat,177,1150,34.9633577,-100.2721351,0.15391304347826087 +Collingsworth TX,Republican,962,1150,34.9633577,-100.2721351,0.8365217391304348 +Collingsworth TX,Other,11,1150,34.9633577,-100.2721351,0.009565217391304347 +Colorado TX,Democrat,2029,8117,29.596296,-96.5089347,0.24996920044351362 +Colorado TX,Republican,6026,8117,29.596296,-96.5089347,0.7423925095478625 +Colorado TX,Other,62,8117,29.596296,-96.5089347,0.007638290008623876 +Comal TX,Democrat,11450,51529,29.8054913,-98.260544,0.22220497195753847 +Comal TX,Republican,39318,51529,29.8054913,-98.260544,0.7630266451900871 +Comal TX,Other,761,51529,29.8054913,-98.260544,0.014768382852374392 +Comanche TX,Democrat,890,4906,31.9516447,-98.5496169,0.18141051773338768 +Comanche TX,Republican,3944,4906,31.9516447,-98.5496169,0.8039135752140236 +Comanche TX,Other,72,4906,31.9516447,-98.5496169,0.014675907052588666 +Concho TX,Democrat,194,1001,31.3188831,-99.8636485,0.1938061938061938 +Concho TX,Republican,793,1001,31.3188831,-99.8636485,0.7922077922077922 +Concho TX,Other,14,1001,31.3188831,-99.8636485,0.013986013986013986 +Cooke TX,Democrat,2246,14351,33.6391964,-97.2103433,0.15650477318653752 +Cooke TX,Republican,11951,14351,33.6391964,-97.2103433,0.8327642672984461 +Cooke TX,Other,154,14351,33.6391964,-97.2103433,0.010730959515016375 +Coryell TX,Democrat,5158,16604,31.3911774,-97.7980223,0.3106480366176825 +Coryell TX,Republican,11220,16604,31.3911774,-97.7980223,0.675740785352927 +Coryell TX,Other,226,16604,31.3911774,-97.7980223,0.013611178029390509 +Cottle TX,Democrat,180,741,34.0919063,-100.2764416,0.242914979757085 +Cottle TX,Republican,555,741,34.0919063,-100.2764416,0.7489878542510121 +Cottle TX,Other,6,741,34.0919063,-100.2764416,0.008097165991902834 +Crane TX,Democrat,275,1283,31.4227965,-102.4877739,0.21434138737334374 +Crane TX,Republican,985,1283,31.4227965,-102.4877739,0.7677318784099766 +Crane TX,Other,23,1283,31.4227965,-102.4877739,0.017926734216679657 +Crockett TX,Democrat,480,1457,30.7175316,-101.4042113,0.32944406314344543 +Crockett TX,Republican,957,1457,30.7175316,-101.4042113,0.6568291008922443 +Crockett TX,Other,20,1457,30.7175316,-101.4042113,0.013726835964310227 +Crosby TX,Democrat,639,1787,33.609144,-101.2987099,0.35758254057078903 +Crosby TX,Republican,1132,1787,33.609144,-101.2987099,0.6334639059876889 +Crosby TX,Other,16,1787,33.609144,-101.2987099,0.008953553441522105 +Culberson TX,Democrat,568,879,31.4459085,-104.5269447,0.646188850967008 +Culberson TX,Republican,295,879,31.4459085,-104.5269447,0.33560864618885095 +Culberson TX,Other,16,879,31.4459085,-104.5269447,0.01820250284414107 +Dallam TX,Democrat,253,1534,36.2863696,-102.5940204,0.16492829204693613 +Dallam TX,Republican,1248,1534,36.2863696,-102.5940204,0.8135593220338984 +Dallam TX,Other,33,1534,36.2863696,-102.5940204,0.02151238591916558 +Dallas TX,Democrat,405571,710117,32.7669866,-96.7784238,0.5711326443388907 +Dallas TX,Republican,295813,710117,32.7669866,-96.7784238,0.4165693822285623 +Dallas TX,Other,8733,710117,32.7669866,-96.7784238,0.012297973432547031 +Dawson TX,Democrat,1019,3642,32.742528,-101.9487714,0.2797913234486546 +Dawson TX,Republican,2591,3642,32.742528,-101.9487714,0.7114222954420648 +Dawson TX,Other,32,3642,32.742528,-101.9487714,0.008786381109280615 +Delta TX,Democrat,454,2018,33.3859329,-95.6733504,0.22497522299306244 +Delta TX,Republican,1524,2018,33.3859329,-95.6733504,0.755203171456888 +Delta TX,Other,40,2018,33.3859329,-95.6733504,0.019821605550049554 +Denton TX,Democrat,80978,242781,33.205132,-97.1211403,0.3335433991951594 +Denton TX,Republican,157579,242781,33.205132,-97.1211403,0.6490582047194797 +Denton TX,Other,4224,242781,33.205132,-97.1211403,0.01739839608536088 +Dickens TX,Democrat,216,1019,33.6153628,-100.7876173,0.21197252208047104 +Dickens TX,Republican,793,1019,33.6153628,-100.7876173,0.7782139352306182 +Dickens TX,Other,10,1019,33.6153628,-100.7876173,0.009813542688910697 +Dimmit TX,Democrat,2141,2917,28.4235871,-99.7658713,0.7339732601988345 +Dimmit TX,Republican,762,2917,28.4235871,-99.7658713,0.26122728830990743 +Dimmit TX,Other,14,2917,28.4235871,-99.7658713,0.0047994514912581415 +Donley TX,Democrat,226,1535,34.9550364,-100.8158457,0.1472312703583062 +Donley TX,Republican,1287,1535,34.9550364,-100.8158457,0.8384364820846906 +Donley TX,Other,22,1535,34.9550364,-100.8158457,0.014332247557003257 +Duval TX,Democrat,3331,4344,27.6811232,-98.4973933,0.766804788213628 +Duval TX,Republican,980,4344,27.6811232,-98.4973933,0.22559852670349909 +Duval TX,Other,33,4344,27.6811232,-98.4973933,0.007596685082872928 +Eastland TX,Democrat,970,6495,32.3246454,-98.8365596,0.14934565050038492 +Eastland TX,Republican,5444,6495,32.3246454,-98.8365596,0.8381832178598922 +Eastland TX,Other,81,6495,32.3246454,-98.8365596,0.012471131639722863 +Ector TX,Democrat,8118,32513,31.8653008,-102.5425068,0.24968474148802017 +Ector TX,Republican,24010,32513,31.8653008,-102.5425068,0.7384738412327376 +Ector TX,Other,385,32513,31.8653008,-102.5425068,0.01184141727924215 +Edwards TX,Democrat,232,884,29.9858774,-100.3073732,0.26244343891402716 +Edwards TX,Republican,642,884,29.9858774,-100.3073732,0.7262443438914027 +Edwards TX,Other,10,884,29.9858774,-100.3073732,0.011312217194570135 +Ellis TX,Democrat,13881,54151,32.3468783,-96.7969403,0.2563387564403243 +Ellis TX,Republican,39574,54151,32.3468783,-96.7969403,0.7308082953223394 +Ellis TX,Other,696,54151,32.3468783,-96.7969403,0.012852948237336338 +Erath TX,Democrat,1965,12473,32.2366609,-98.2205073,0.15754028701996312 +Erath TX,Republican,10329,12473,32.2366609,-98.2205073,0.8281087148240199 +Erath TX,Other,179,12473,32.2366609,-98.2205073,0.014350998156016996 +Falls TX,Democrat,2033,5434,31.2519298,-96.9341275,0.3741258741258741 +Falls TX,Republican,3356,5434,31.2519298,-96.9341275,0.6175929333824071 +Falls TX,Other,45,5434,31.2519298,-96.9341275,0.008281192491718808 +Fannin TX,Democrat,2486,10804,33.5911611,-96.1049882,0.23009996297667532 +Fannin TX,Republican,8161,10804,33.5911611,-96.1049882,0.7553683820807109 +Fannin TX,Other,157,10804,33.5911611,-96.1049882,0.014531654942613846 +Fayette TX,Democrat,2315,10551,29.8778861,-96.9212309,0.21941048241872807 +Fayette TX,Republican,8106,10551,29.8778861,-96.9212309,0.7682684105771965 +Fayette TX,Other,130,10551,29.8778861,-96.9212309,0.012321107004075443 +Fisher TX,Democrat,512,1629,32.7404728,-100.4031198,0.31430325352977284 +Fisher TX,Republican,1094,1629,32.7404728,-100.4031198,0.6715776550030693 +Fisher TX,Other,23,1629,32.7404728,-100.4031198,0.014119091467157766 +Floyd TX,Democrat,551,2085,34.0737305,-101.3032742,0.2642685851318945 +Floyd TX,Republican,1523,2085,34.0737305,-101.3032742,0.7304556354916067 +Floyd TX,Other,11,2085,34.0737305,-101.3032742,0.005275779376498801 +Foard TX,Democrat,140,495,33.9633063,-99.8168285,0.2828282828282828 +Foard TX,Republican,348,495,33.9633063,-99.8168285,0.703030303030303 +Foard TX,Other,7,495,33.9633063,-99.8168285,0.014141414141414142 +Franklin TX,Democrat,751,4257,33.1758457,-95.2190662,0.17641531595019966 +Franklin TX,Republican,3446,4257,33.1758457,-95.2190662,0.8094902513507165 +Franklin TX,Other,60,4257,33.1758457,-95.2190662,0.014094432699083862 +Freestone TX,Democrat,1850,7570,31.7017487,-96.1449568,0.24438573315719947 +Freestone TX,Republican,5646,7570,31.7017487,-96.1449568,0.7458388375165126 +Freestone TX,Other,74,7570,31.7017487,-96.1449568,0.00977542932628798 +Frio TX,Democrat,2376,3968,28.8693343,-99.1087876,0.5987903225806451 +Frio TX,Republican,1559,3968,28.8693343,-99.1087876,0.3928931451612903 +Frio TX,Other,33,3968,28.8693343,-99.1087876,0.008316532258064516 +Gaines TX,Democrat,535,4066,32.7439423,-102.6315614,0.13157894736842105 +Gaines TX,Republican,3484,4066,32.7439423,-102.6315614,0.8568617806197737 +Gaines TX,Other,47,4066,32.7439423,-102.6315614,0.011559272011805214 +Galveston TX,Democrat,39511,110078,29.233453,-94.8884558,0.3589363905594215 +Galveston TX,Republican,69059,110078,29.233453,-94.8884558,0.6273642326350406 +Galveston TX,Other,1508,110078,29.233453,-94.8884558,0.01369937680553789 +Garza TX,Democrat,279,1560,33.183792,-101.3011341,0.17884615384615385 +Garza TX,Republican,1263,1560,33.183792,-101.3011341,0.8096153846153846 +Garza TX,Other,18,1560,33.183792,-101.3011341,0.011538461538461539 +Gillespie TX,Democrat,2055,12550,30.3250913,-98.9418512,0.16374501992031873 +Gillespie TX,Republican,10306,12550,30.3250913,-98.9418512,0.821195219123506 +Gillespie TX,Other,189,12550,30.3250913,-98.9418512,0.015059760956175299 +Glasscock TX,Democrat,44,578,31.8680062,-101.5214944,0.07612456747404844 +Glasscock TX,Republican,526,578,31.8680062,-101.5214944,0.9100346020761245 +Glasscock TX,Other,8,578,31.8680062,-101.5214944,0.01384083044982699 +Goliad TX,Democrat,1127,3458,28.6607,-97.4304145,0.3259109311740891 +Goliad TX,Republican,2294,3458,28.6607,-97.4304145,0.6633892423366108 +Goliad TX,Other,37,3458,28.6607,-97.4304145,0.010699826489300174 +Gonzales TX,Democrat,1777,6057,29.4619121,-97.4919205,0.29337956083869904 +Gonzales TX,Republican,4216,6057,29.4619121,-97.4919205,0.6960541522205712 +Gonzales TX,Other,64,6057,29.4619121,-97.4919205,0.010566286940729735 +Gray TX,Democrat,886,7389,35.4025424,-100.8123736,0.11990797130870212 +Gray TX,Republican,6443,7389,35.4025424,-100.8123736,0.8719718500473677 +Gray TX,Other,60,7389,35.4025424,-100.8123736,0.008120178643930167 +Grayson TX,Democrat,10670,42264,33.624524,-96.675693,0.25246072307401096 +Grayson TX,Republican,30936,42264,33.624524,-96.675693,0.7319704713231119 +Grayson TX,Other,658,42264,33.624524,-96.675693,0.015568805602877153 +Gregg TX,Democrat,12398,41507,32.4863971,-94.8162759,0.2986966053918616 +Gregg TX,Republican,28742,41507,32.4863971,-94.8162759,0.6924615125159611 +Gregg TX,Other,367,41507,32.4863971,-94.8162759,0.008841882092177223 +Grimes TX,Democrat,2339,8601,30.5432314,-95.988082,0.2719451226601558 +Grimes TX,Republican,6141,8601,30.5432314,-95.988082,0.713986745727241 +Grimes TX,Other,121,8601,30.5432314,-95.988082,0.014068131612603186 +Guadalupe TX,Democrat,15744,49514,29.583532,-97.946771,0.3179706749606172 +Guadalupe TX,Republican,33117,49514,29.583532,-97.946771,0.6688411358403684 +Guadalupe TX,Other,653,49514,29.583532,-97.946771,0.01318818919901442 +Hale TX,Democrat,2243,8854,34.0684364,-101.8228879,0.2533318274226338 +Hale TX,Republican,6490,8854,34.0684364,-101.8228879,0.7330020329794443 +Hale TX,Other,121,8854,34.0684364,-101.8228879,0.013666139597921843 +Hall TX,Democrat,265,1109,34.6556227,-100.7638926,0.23895401262398558 +Hall TX,Republican,832,1109,34.6556227,-100.7638926,0.7502254283137962 +Hall TX,Other,12,1109,34.6556227,-100.7638926,0.010820559062218215 +Hamilton TX,Democrat,591,3552,31.7073424,-98.1117562,0.16638513513513514 +Hamilton TX,Republican,2918,3552,31.7073424,-98.1117562,0.821509009009009 +Hamilton TX,Other,43,3552,31.7073424,-98.1117562,0.012105855855855855 +Hansford TX,Democrat,159,1962,36.2728469,-101.3569304,0.08103975535168195 +Hansford TX,Republican,1788,1962,36.2728469,-101.3569304,0.9113149847094801 +Hansford TX,Other,15,1962,36.2728469,-101.3569304,0.00764525993883792 +Hardeman TX,Democrat,302,1495,34.2899036,-99.7456973,0.2020066889632107 +Hardeman TX,Republican,1176,1495,34.2899036,-99.7456973,0.7866220735785954 +Hardeman TX,Other,17,1495,34.2899036,-99.7456973,0.01137123745819398 +Hardin TX,Democrat,3359,21297,30.3296483,-94.3931782,0.15772174484669202 +Hardin TX,Republican,17746,21297,30.3296483,-94.3931782,0.833262900878058 +Hardin TX,Other,192,21297,30.3296483,-94.3931782,0.009015354275250036 +Harris TX,Democrat,587044,1188585,29.857273,-95.3930371,0.49390157203733853 +Harris TX,Republican,586073,1188585,29.857273,-95.3930371,0.4930846342499695 +Harris TX,Other,15468,1188585,29.857273,-95.3930371,0.013013793712691983 +Harrison TX,Democrat,8456,26170,32.5479914,-94.3744344,0.323118074130684 +Harrison TX,Republican,17512,26170,32.5479914,-94.3744344,0.669163163928162 +Harrison TX,Other,202,26170,32.5479914,-94.3744344,0.0077187619411539935 +Hartley TX,Democrat,184,1913,35.8402444,-102.6100473,0.09618400418191322 +Hartley TX,Republican,1708,1913,35.8402444,-102.6100473,0.8928384736016728 +Hartley TX,Other,21,1913,35.8402444,-102.6100473,0.01097752221641401 +Haskell TX,Democrat,553,2013,33.1759638,-99.730774,0.2747143566815698 +Haskell TX,Republican,1424,2013,33.1759638,-99.730774,0.7074018877297565 +Haskell TX,Other,36,2013,33.1759638,-99.730774,0.01788375558867362 +Hays TX,Democrat,25537,59011,30.0612247,-98.0292673,0.4327498263035705 +Hays TX,Republican,31661,59011,30.0612247,-98.0292673,0.5365270881700022 +Hays TX,Other,1813,59011,30.0612247,-98.0292673,0.030723085526427277 +Hemphill TX,Democrat,192,1509,35.8159564,-100.2792102,0.1272365805168986 +Hemphill TX,Republican,1298,1509,35.8159564,-100.2792102,0.8601722995361166 +Hemphill TX,Other,19,1509,35.8159564,-100.2792102,0.012591119946984758 +Henderson TX,Democrat,6106,27627,32.2116334,-95.8534183,0.22101567307344264 +Henderson TX,Republican,21231,27627,32.2116334,-95.8534183,0.768487349332175 +Henderson TX,Other,290,27627,32.2116334,-95.8534183,0.010496977594382307 +Hidalgo TX,Democrat,97969,139159,26.3963839,-98.18099,0.7040076459301949 +Hidalgo TX,Republican,39865,139159,26.3963839,-98.18099,0.2864708714492056 +Hidalgo TX,Other,1325,139159,26.3963839,-98.18099,0.009521482620599458 +Hill TX,Democrat,2752,12045,31.9826809,-97.130668,0.22847654628476546 +Hill TX,Republican,9132,12045,31.9826809,-97.130668,0.7581569115815692 +Hill TX,Other,161,12045,31.9826809,-97.130668,0.013366542133665421 +Hockley TX,Democrat,1486,7134,33.605932,-102.3433978,0.2082982898794505 +Hockley TX,Republican,5546,7134,33.605932,-102.3433978,0.7774039809363611 +Hockley TX,Other,102,7134,33.605932,-102.3433978,0.014297729184188394 +Hood TX,Democrat,3843,22535,32.430149,-97.8316766,0.17053472376303527 +Hood TX,Republican,18409,22535,32.430149,-97.8316766,0.8169070335034391 +Hood TX,Other,283,22535,32.430149,-97.8316766,0.012558242733525626 +Hopkins TX,Democrat,2777,12753,33.1489673,-95.5654337,0.2177526856425939 +Hopkins TX,Republican,9836,12753,33.1489673,-95.5654337,0.7712695052144594 +Hopkins TX,Other,140,12753,33.1489673,-95.5654337,0.010977809142946758 +Houston TX,Democrat,2265,8214,31.3230362,-95.4215995,0.27574872169466763 +Houston TX,Republican,5880,8214,31.3230362,-95.4215995,0.7158509861212564 +Houston TX,Other,69,8214,31.3230362,-95.4215995,0.008400292184075968 +Howard TX,Democrat,2110,8695,32.3034298,-101.4387208,0.24266820011500861 +Howard TX,Republican,6453,8695,32.3034298,-101.4387208,0.7421506612995975 +Howard TX,Other,132,8695,32.3034298,-101.4387208,0.015181138585393904 +Hudspeth TX,Democrat,379,863,31.4508678,-105.3775489,0.4391657010428737 +Hudspeth TX,Republican,471,863,31.4508678,-105.3775489,0.5457705677867902 +Hudspeth TX,Other,13,863,31.4508678,-105.3775489,0.015063731170336037 +Hunt TX,Democrat,6671,28049,33.1233077,-96.0842298,0.23783379086598452 +Hunt TX,Republican,21011,28049,33.1233077,-96.0842298,0.749081963706371 +Hunt TX,Other,367,28049,33.1233077,-96.0842298,0.01308424542764448 +Hutchinson TX,Democrat,1045,7928,35.837047,-101.3627461,0.13181130171543895 +Hutchinson TX,Republican,6804,7928,35.837047,-101.3627461,0.8582240161453077 +Hutchinson TX,Other,79,7928,35.837047,-101.3627461,0.00996468213925328 +Irion TX,Democrat,112,788,31.3034241,-100.9813037,0.14213197969543148 +Irion TX,Republican,668,788,31.3034241,-100.9813037,0.8477157360406091 +Irion TX,Other,8,788,31.3034241,-100.9813037,0.01015228426395939 +Jack TX,Democrat,303,2908,33.2321615,-98.1711758,0.10419532324621733 +Jack TX,Republican,2580,2908,33.2321615,-98.1711758,0.8872077028885832 +Jack TX,Other,25,2908,33.2321615,-98.1711758,0.00859697386519945 +Jackson TX,Democrat,1070,5025,28.9598019,-96.58908,0.21293532338308457 +Jackson TX,Republican,3906,5025,28.9598019,-96.58908,0.7773134328358209 +Jackson TX,Other,49,5025,28.9598019,-96.58908,0.009751243781094527 +Jasper TX,Democrat,3423,13517,30.7529323,-94.0222943,0.2532366649404454 +Jasper TX,Republican,9957,13517,30.7529323,-94.0222943,0.7366279499889029 +Jasper TX,Other,137,13517,30.7529323,-94.0222943,0.010135385070651771 +Jefferson TX,Democrat,44668,88627,29.8539997,-94.1493306,0.503999909734054 +Jefferson TX,Republican,43242,88627,29.8539997,-94.1493306,0.4879100048517946 +Jefferson TX,Other,717,88627,29.8539997,-94.1493306,0.008090085414151444 +Johnson TX,Democrat,10496,48838,32.3798207,-97.3649587,0.21491461566812728 +Johnson TX,Republican,37661,48838,32.3798207,-97.3649587,0.7711413243785576 +Johnson TX,Other,681,48838,32.3798207,-97.3649587,0.013944059953315041 +Jones TX,Democrat,1226,5567,32.7437089,-99.8744297,0.22022633375246992 +Jones TX,Republican,4262,5567,32.7437089,-99.8744297,0.7655828992275912 +Jones TX,Other,79,5567,32.7437089,-99.8744297,0.014190767019938925 +Karnes TX,Democrat,1325,4185,28.9089957,-97.8522048,0.31660692951015534 +Karnes TX,Republican,2825,4185,28.9089957,-97.8522048,0.6750298685782556 +Karnes TX,Other,35,4185,28.9089957,-97.8522048,0.008363201911589008 +Kaufman TX,Democrat,9472,34670,32.5989442,-96.2883773,0.27320449956734927 +Kaufman TX,Republican,24846,34670,32.5989442,-96.2883773,0.7166426305162965 +Kaufman TX,Other,352,34670,32.5989442,-96.2883773,0.010152869916354198 +Kendall TX,Democrat,3043,17783,29.9435246,-98.7092693,0.17111848394534104 +Kendall TX,Republican,14508,17783,29.9435246,-98.7092693,0.8158353483664174 +Kendall TX,Other,232,17783,29.9435246,-98.7092693,0.01304616768824158 +Kenedy TX,Democrat,82,167,26.8902129,-97.5911434,0.49101796407185627 +Kenedy TX,Republican,84,167,26.8902129,-97.5911434,0.5029940119760479 +Kenedy TX,Other,1,167,26.8902129,-97.5911434,0.005988023952095809 +Kent TX,Democrat,66,405,33.1847797,-100.7697199,0.16296296296296298 +Kent TX,Republican,335,405,33.1847797,-100.7697199,0.8271604938271605 +Kent TX,Other,4,405,33.1847797,-100.7697199,0.009876543209876543 +Kerr TX,Democrat,4338,21879,30.059953,-99.3533388,0.19827231591937475 +Kerr TX,Republican,17274,21879,30.059953,-99.3533388,0.7895242012889072 +Kerr TX,Other,267,21879,30.059953,-99.3533388,0.012203482791718085 +Kimble TX,Democrat,217,1892,30.479472,-99.7463959,0.11469344608879492 +Kimble TX,Republican,1667,1892,30.479472,-99.7463959,0.88107822410148 +Kimble TX,Other,8,1892,30.479472,-99.7463959,0.004228329809725159 +King TX,Democrat,5,145,33.6142675,-100.2453455,0.034482758620689655 +King TX,Republican,139,145,33.6142675,-100.2453455,0.9586206896551724 +King TX,Other,1,145,33.6142675,-100.2453455,0.006896551724137931 +Kinney TX,Democrat,522,1425,29.3470865,-100.4177003,0.3663157894736842 +Kinney TX,Republican,880,1425,29.3470865,-100.4177003,0.6175438596491228 +Kinney TX,Other,23,1425,29.3470865,-100.4177003,0.016140350877192983 +Kleberg TX,Democrat,4754,8907,27.4387348,-97.6606203,0.5337375098237341 +Kleberg TX,Republican,4058,8907,27.4387348,-97.6606203,0.4555967216795779 +Kleberg TX,Other,95,8907,27.4387348,-97.6606203,0.010665768496687999 +Knox TX,Democrat,332,1510,33.6118897,-99.7303563,0.21986754966887417 +Knox TX,Republican,1160,1510,33.6118897,-99.7303563,0.7682119205298014 +Knox TX,Other,18,1510,33.6118897,-99.7303563,0.011920529801324504 +Lamar TX,Democrat,4181,17197,33.6672628,-95.5703477,0.24312380066290631 +Lamar TX,Republican,12826,17197,33.6672628,-95.5703477,0.7458277606559284 +Lamar TX,Other,190,17197,33.6672628,-95.5703477,0.01104843868116532 +Lamb TX,Democrat,998,4091,34.0688615,-102.3480182,0.24395013444145686 +Lamb TX,Republican,3058,4091,34.0688615,-102.3480182,0.7474945001222195 +Lamb TX,Other,35,4091,34.0688615,-102.3480182,0.008555365436323637 +Lampasas TX,Democrat,1479,7204,31.1967308,-98.2408885,0.2053026096612993 +Lampasas TX,Republican,5621,7204,31.1967308,-98.2408885,0.7802609661299278 +Lampasas TX,Other,104,7204,31.1967308,-98.2408885,0.014436424208772903 +Lavaca TX,Democrat,1428,8294,29.3825778,-96.9236334,0.17217265493127562 +Lavaca TX,Republican,6796,8294,29.3825778,-96.9236334,0.8193875090426814 +Lavaca TX,Other,70,8294,29.3825778,-96.9236334,0.008439836026042922 +Lee TX,Democrat,1632,6221,30.3214983,-96.9768226,0.262337244815946 +Lee TX,Republican,4507,6221,30.3214983,-96.9768226,0.7244815945989391 +Lee TX,Other,82,6221,30.3214983,-96.9768226,0.013181160585114933 +Leon TX,Democrat,1062,6945,31.3004926,-95.9956219,0.15291576673866092 +Leon TX,Republican,5814,6945,31.3004926,-95.9956219,0.8371490280777538 +Leon TX,Other,69,6945,31.3004926,-95.9956219,0.009935205183585313 +Liberty TX,Democrat,5202,22746,30.1585081,-94.8440607,0.22869955156950672 +Liberty TX,Republican,17323,22746,30.1585081,-94.8440607,0.7615844544095666 +Liberty TX,Other,221,22746,30.1585081,-94.8440607,0.009715994020926755 +Limestone TX,Democrat,2208,7563,31.5475427,-96.593623,0.29194763982546607 +Limestone TX,Republican,5288,7563,31.5475427,-96.593623,0.6991934417559169 +Limestone TX,Other,67,7563,31.5475427,-96.593623,0.00885891841861695 +Lipscomb TX,Democrat,119,1168,36.2801998,-100.2726827,0.10188356164383562 +Lipscomb TX,Republican,1044,1168,36.2801998,-100.2726827,0.8938356164383562 +Lipscomb TX,Other,5,1168,36.2801998,-100.2726827,0.004280821917808219 +Llano TX,Democrat,1822,9558,30.7075845,-98.6846901,0.19062565390249006 +Llano TX,Republican,7610,9558,30.7075845,-98.6846901,0.7961916718978865 +Llano TX,Other,126,9558,30.7075845,-98.6846901,0.013182674199623353 +Loving TX,Democrat,9,64,31.8449361,-103.5612293,0.140625 +Loving TX,Republican,54,64,31.8449361,-103.5612293,0.84375 +Loving TX,Other,1,64,31.8449361,-103.5612293,0.015625 +Lubbock TX,Democrat,26271,91184,33.6114688,-101.8199438,0.28810975609756095 +Lubbock TX,Republican,63469,91184,33.6114688,-101.8199438,0.696054132303913 +Lubbock TX,Other,1444,91184,33.6114688,-101.8199438,0.01583611159852606 +Lynn TX,Democrat,506,1959,33.1784124,-101.8184933,0.25829504849412965 +Lynn TX,Republican,1439,1959,33.1784124,-101.8184933,0.734558448187851 +Lynn TX,Other,14,1959,33.1784124,-101.8184933,0.0071465033180193975 +Madison TX,Democrat,967,4028,30.9668782,-95.9303719,0.2400695134061569 +Madison TX,Republican,3028,4028,30.9668782,-95.9303719,0.7517378351539226 +Madison TX,Other,33,4028,30.9668782,-95.9303719,0.008192651439920555 +Marion TX,Democrat,1495,4282,32.7981821,-94.3568533,0.3491359177954227 +Marion TX,Republican,2733,4282,32.7981821,-94.3568533,0.638253152732368 +Marion TX,Other,54,4282,32.7981821,-94.3568533,0.012610929472209247 +Martin TX,Democrat,248,1624,32.3098298,-101.9618363,0.15270935960591134 +Martin TX,Republican,1368,1624,32.3098298,-101.9618363,0.8423645320197044 +Martin TX,Other,8,1624,32.3098298,-101.9618363,0.0049261083743842365 +Mason TX,Democrat,380,1968,30.7039159,-99.2373018,0.19308943089430894 +Mason TX,Republican,1565,1968,30.7039159,-99.2373018,0.7952235772357723 +Mason TX,Other,23,1968,30.7039159,-99.2373018,0.011686991869918699 +Matagorda TX,Democrat,3980,12133,28.7747601,-96.0015316,0.32803098986235885 +Matagorda TX,Republican,8040,12133,28.7747601,-96.0015316,0.6626555674606445 +Matagorda TX,Other,113,12133,28.7747601,-96.0015316,0.00931344267699662 +Maverick TX,Democrat,8303,10563,28.7297873,-100.316678,0.7860456309760485 +Maverick TX,Republican,2171,10563,28.7297873,-100.316678,0.20552873236769856 +Maverick TX,Other,89,10563,28.7297873,-100.316678,0.008425636656252958 +Medina TX,Democrat,4784,16049,29.3536614,-99.1110845,0.29808710823104245 +Medina TX,Republican,11079,16049,29.3536614,-99.1110845,0.6903233846345567 +Medina TX,Other,186,16049,29.3536614,-99.1110845,0.011589507134400897 +Menard TX,Democrat,171,849,30.8852677,-99.8588613,0.20141342756183744 +Menard TX,Republican,665,849,30.8852677,-99.8588613,0.7832744405182568 +Menard TX,Other,13,849,30.8852677,-99.8588613,0.015312131919905771 +Midland TX,Democrat,8286,44597,31.8142693,-102.0024538,0.18579725093616162 +Midland TX,Republican,35689,44597,31.8142693,-102.0024538,0.8002556225755095 +Midland TX,Other,622,44597,31.8142693,-102.0024538,0.013947126488328812 +Milam TX,Democrat,2636,8230,30.791242,-96.9843946,0.3202916160388821 +Milam TX,Republican,5481,8230,30.791242,-96.9843946,0.6659781287970838 +Milam TX,Other,113,8230,30.791242,-96.9843946,0.013730255164034023 +Mills TX,Democrat,279,2201,31.4948885,-98.5946231,0.1267605633802817 +Mills TX,Republican,1882,2201,31.4948885,-98.5946231,0.8550658791458428 +Mills TX,Other,40,2201,31.4948885,-98.5946231,0.01817355747387551 +Mitchell TX,Democrat,538,2316,32.3041168,-100.9243924,0.23229706390328153 +Mitchell TX,Republican,1756,2316,32.3041168,-100.9243924,0.7582037996545768 +Mitchell TX,Other,22,2316,32.3041168,-100.9243924,0.009499136442141624 +Montague TX,Democrat,1116,7751,33.6783558,-97.7250138,0.143981421752032 +Montague TX,Republican,6549,7751,33.6783558,-97.7250138,0.8449232357115211 +Montague TX,Other,86,7751,33.6783558,-97.7250138,0.01109534253644691 +Montgomery TX,Democrat,32920,173113,30.2988009,-95.50295,0.19016480564717844 +Montgomery TX,Republican,137969,173113,30.2988009,-95.50295,0.7969880944816392 +Montgomery TX,Other,2224,173113,30.2988009,-95.50295,0.012847099871182406 +Moore TX,Democrat,964,4985,35.8356759,-101.8905018,0.19338014042126378 +Moore TX,Republican,3968,4985,35.8356759,-101.8905018,0.795987963891675 +Moore TX,Other,53,4985,35.8356759,-101.8905018,0.010631895687061183 +Morris TX,Democrat,1858,5139,33.116466,-94.7312653,0.3615489394823896 +Morris TX,Republican,3232,5139,33.116466,-94.7312653,0.6289161315431018 +Morris TX,Other,49,5139,33.116466,-94.7312653,0.00953492897450866 +Motley TX,Democrat,55,600,34.0578993,-100.7931519,0.09166666666666666 +Motley TX,Republican,538,600,34.0578993,-100.7931519,0.8966666666666666 +Motley TX,Other,7,600,34.0578993,-100.7931519,0.011666666666666667 +Nacogdoches TX,Democrat,6465,20653,31.6205598,-94.6202497,0.3130295840797947 +Nacogdoches TX,Republican,13925,20653,31.6205598,-94.6202497,0.6742361884471989 +Nacogdoches TX,Other,263,20653,31.6205598,-94.6202497,0.012734227473006343 +Navarro TX,Democrat,4350,15364,32.048448,-96.4769087,0.2831293933871388 +Navarro TX,Republican,10847,15364,32.048448,-96.4769087,0.7060010413954699 +Navarro TX,Other,167,15364,32.048448,-96.4769087,0.010869565217391304 +Newton TX,Democrat,1677,5869,30.7867182,-93.73925,0.28573862668256944 +Newton TX,Republican,4112,5869,30.7867182,-93.73925,0.7006304310785483 +Newton TX,Other,80,5869,30.7867182,-93.73925,0.013630942238882263 +Nolan TX,Democrat,1216,4575,32.3123379,-100.4181078,0.26579234972677596 +Nolan TX,Republican,3282,4575,32.3123379,-100.4181078,0.7173770491803279 +Nolan TX,Other,77,4575,32.3123379,-100.4181078,0.016830601092896174 +Nueces TX,Democrat,45772,96104,27.7400315,-97.5162143,0.4762757013235661 +Nueces TX,Republican,48966,96104,27.7400315,-97.5162143,0.5095105302588862 +Nueces TX,Other,1366,96104,27.7400315,-97.5162143,0.014213768417547656 +Ochiltree TX,Democrat,253,2993,36.2787442,-100.8158636,0.0845305713331106 +Ochiltree TX,Republican,2719,2993,36.2787442,-100.8158636,0.908453057133311 +Ochiltree TX,Other,21,2993,36.2787442,-100.8158636,0.0070163715335783495 +Oldham TX,Democrat,71,869,35.4019206,-102.5976203,0.08170310701956271 +Oldham TX,Republican,790,869,35.4019206,-102.5976203,0.9090909090909091 +Oldham TX,Other,8,869,35.4019206,-102.5976203,0.009205983889528193 +Orange TX,Democrat,6800,30518,30.1223229,-93.8940999,0.22281931974572383 +Orange TX,Republican,23366,30518,30.1223229,-93.8940999,0.7656465037027328 +Orange TX,Other,352,30518,30.1223229,-93.8940999,0.011534176551543351 +Panola TX,Democrat,2211,10230,32.1639784,-94.3051563,0.2161290322580645 +Panola TX,Republican,7950,10230,32.1639784,-94.3051563,0.7771260997067448 +Panola TX,Other,69,10230,32.1639784,-94.3051563,0.006744868035190616 +Parker TX,Democrat,7853,47694,32.7770964,-97.8059049,0.16465383486392418 +Parker TX,Republican,39243,47694,32.7770964,-97.8059049,0.8228079003648258 +Parker TX,Other,598,47694,32.7770964,-97.8059049,0.012538264771250052 +Parmer TX,Democrat,529,2554,34.5321628,-102.7848533,0.2071260767423649 +Parmer TX,Republican,2011,2554,34.5321628,-102.7848533,0.7873923257635083 +Parmer TX,Other,14,2554,34.5321628,-102.7848533,0.00548159749412686 +Pecos TX,Democrat,1591,4150,30.773298,-102.7181533,0.3833734939759036 +Pecos TX,Republican,2512,4150,30.773298,-102.7181533,0.6053012048192771 +Pecos TX,Other,47,4150,30.773298,-102.7181533,0.011325301204819277 +Polk TX,Democrat,4859,19134,30.7845525,-94.8373376,0.25394585554510296 +Polk TX,Republican,14071,19134,30.7845525,-94.8373376,0.7353924950350162 +Polk TX,Other,204,19134,30.7845525,-94.8373376,0.01066164941988084 +Potter TX,Democrat,7126,26450,35.3986751,-101.893804,0.269413988657845 +Potter TX,Republican,18918,26450,35.3986751,-101.893804,0.7152362948960302 +Potter TX,Other,406,26450,35.3986751,-101.893804,0.015349716446124763 +Presidio TX,Democrat,1282,1817,30.0058912,-104.2616192,0.7055586130985141 +Presidio TX,Republican,504,1817,30.0058912,-104.2616192,0.2773802971931756 +Presidio TX,Other,31,1817,30.0058912,-104.2616192,0.0170610897083104 +Rains TX,Democrat,761,4087,32.8705795,-95.79544,0.18620014680694885 +Rains TX,Republican,3279,4087,32.8705795,-95.79544,0.8022999755321751 +Rains TX,Other,47,4087,32.8705795,-95.79544,0.011499877660875948 +Randall TX,Democrat,7574,49696,34.962529,-101.8955472,0.15240663232453316 +Randall TX,Republican,41447,49696,34.962529,-101.8955472,0.8340107855763039 +Randall TX,Other,675,49696,34.962529,-101.8955472,0.01358258209916291 +Reagan TX,Democrat,158,843,31.3751911,-101.5143954,0.1874258600237248 +Reagan TX,Republican,676,843,31.3751911,-101.5143954,0.8018979833926453 +Reagan TX,Other,9,843,31.3751911,-101.5143954,0.010676156583629894 +Real TX,Democrat,277,1535,29.8300967,-99.812549,0.18045602605863192 +Real TX,Republican,1236,1535,29.8300967,-99.812549,0.8052117263843648 +Real TX,Other,22,1535,29.8300967,-99.812549,0.014332247557003257 +Reeves TX,Democrat,1655,2877,31.308366,-103.712706,0.5752519986096628 +Reeves TX,Republican,1188,2877,31.308366,-103.712706,0.4129301355578728 +Reeves TX,Other,34,2877,31.308366,-103.712706,0.011817865832464372 +Refugio TX,Democrat,998,2677,28.3221157,-97.1624723,0.3728053791557714 +Refugio TX,Republican,1663,2677,28.3221157,-97.1624723,0.6212177810982443 +Refugio TX,Other,16,2677,28.3221157,-97.1624723,0.005976839745984311 +Roberts TX,Democrat,33,508,35.838596,-100.8366824,0.06496062992125984 +Roberts TX,Republican,468,508,35.838596,-100.8366824,0.9212598425196851 +Roberts TX,Other,7,508,35.838596,-100.8366824,0.013779527559055118 +Robertson TX,Democrat,2798,7287,31.025481,-96.5149408,0.38397145601756555 +Robertson TX,Republican,4419,7287,31.025481,-96.5149408,0.6064223960477563 +Robertson TX,Other,70,7287,31.025481,-96.5149408,0.009606147934678195 +Rockwall TX,Democrat,8120,35678,32.8986766,-96.4044017,0.2275912326924155 +Rockwall TX,Republican,27113,35678,32.8986766,-96.4044017,0.7599360950725937 +Rockwall TX,Other,445,35678,32.8986766,-96.4044017,0.012472672234990751 +Runnels TX,Democrat,519,3668,31.8451193,-99.9827145,0.1414940021810251 +Runnels TX,Republican,3104,3668,31.8451193,-99.9827145,0.8462377317339149 +Runnels TX,Other,45,3668,31.8451193,-99.9827145,0.012268266085059978 +Rusk TX,Democrat,4451,18546,32.1094232,-94.7563823,0.23999784320069018 +Rusk TX,Republican,13924,18546,32.1094232,-94.7563823,0.7507818397498113 +Rusk TX,Other,171,18546,32.1094232,-94.7563823,0.009220317049498545 +Sabine TX,Democrat,807,4578,31.3432997,-93.8519129,0.17627785058977719 +Sabine TX,Republican,3727,4578,31.3432997,-93.8519129,0.8141109654871123 +Sabine TX,Other,44,4578,31.3432997,-93.8519129,0.009611183923110528 +Schleicher TX,Democrat,221,1017,30.8962331,-100.5272161,0.21730580137659783 +Schleicher TX,Republican,787,1017,30.8962331,-100.5272161,0.7738446411012783 +Schleicher TX,Other,9,1017,30.8962331,-100.5272161,0.008849557522123894 +Scurry TX,Democrat,838,5027,32.7443531,-100.9133465,0.1666998209667794 +Scurry TX,Republican,4124,5027,32.7443531,-100.9133465,0.820370001989258 +Scurry TX,Other,65,5027,32.7443531,-100.9133465,0.012930177043962602 +Shackelford TX,Democrat,131,1363,32.7438198,-99.3470045,0.09611151870873075 +Shackelford TX,Republican,1218,1363,32.7438198,-99.3470045,0.8936170212765957 +Shackelford TX,Other,14,1363,32.7438198,-99.3470045,0.010271460014673514 +Shelby TX,Democrat,2322,9284,31.7901394,-94.1425794,0.25010771219302025 +Shelby TX,Republican,6879,9284,31.7901394,-94.1425794,0.740952175786299 +Shelby TX,Other,83,9284,31.7901394,-94.1425794,0.008940112020680742 +Sherman TX,Democrat,121,1038,36.2785929,-101.8992648,0.11657032755298652 +Sherman TX,Republican,908,1038,36.2785929,-101.8992648,0.8747591522157996 +Sherman TX,Other,9,1038,36.2785929,-101.8992648,0.008670520231213872 +Smith TX,Democrat,21456,79601,32.3770156,-95.2700409,0.2695443524578837 +Smith TX,Republican,57331,79601,32.3770156,-95.2700409,0.7202296453562141 +Smith TX,Other,814,79601,32.3770156,-95.2700409,0.010226002185902187 +Somervell TX,Democrat,613,3538,32.2180714,-97.7692171,0.17326172979084228 +Somervell TX,Republican,2871,3538,32.2180714,-97.7692171,0.8114754098360656 +Somervell TX,Other,54,3538,32.2180714,-97.7692171,0.015262860373092142 +Starr TX,Democrat,10260,11883,26.5309027,-98.7402346,0.8634183287048726 +Starr TX,Republican,1547,11883,26.5309027,-98.7402346,0.1301859799713877 +Starr TX,Other,76,11883,26.5309027,-98.7402346,0.0063956913237397965 +Stephens TX,Democrat,475,3412,32.7380521,-98.8393443,0.1392145369284877 +Stephens TX,Republican,2892,3412,32.7380521,-98.8393443,0.8475967174677609 +Stephens TX,Other,45,3412,32.7380521,-98.8393443,0.013188745603751465 +Sterling TX,Democrat,31,494,31.8357735,-101.0549114,0.06275303643724696 +Sterling TX,Republican,459,494,31.8357735,-101.0549114,0.9291497975708503 +Sterling TX,Other,4,494,31.8357735,-101.0549114,0.008097165991902834 +Stonewall TX,Democrat,160,675,33.1795797,-100.2538069,0.23703703703703705 +Stonewall TX,Republican,507,675,33.1795797,-100.2538069,0.7511111111111111 +Stonewall TX,Other,8,675,33.1795797,-100.2538069,0.011851851851851851 +Sutton TX,Democrat,369,1489,30.5221852,-100.5133594,0.2478173270651444 +Sutton TX,Republican,1110,1489,30.5221852,-100.5133594,0.7454667562122229 +Sutton TX,Other,10,1489,30.5221852,-100.5133594,0.006715916722632639 +Swisher TX,Democrat,579,2270,34.5263193,-101.7438647,0.2550660792951542 +Swisher TX,Republican,1655,2270,34.5263193,-101.7438647,0.7290748898678414 +Swisher TX,Other,36,2270,34.5263193,-101.7438647,0.015859030837004406 +Tarrant TX,Democrat,253071,610890,32.7721191,-97.2912241,0.41426607081471295 +Tarrant TX,Republican,348920,610890,32.7721191,-97.2912241,0.5711666584818871 +Tarrant TX,Other,8899,610890,32.7721191,-97.2912241,0.014567270703399958 +Taylor TX,Democrat,9750,43263,32.2971255,-99.8904299,0.22536578600651827 +Taylor TX,Republican,32904,43263,32.2971255,-99.8904299,0.7605575202829208 +Taylor TX,Other,609,43263,32.2971255,-99.8904299,0.014076693710560988 +Terrell TX,Democrat,184,555,30.2323427,-102.0725126,0.33153153153153153 +Terrell TX,Republican,358,555,30.2323427,-102.0725126,0.645045045045045 +Terrell TX,Other,13,555,30.2323427,-102.0725126,0.023423423423423424 +Terry TX,Democrat,1059,3709,33.171229,-102.339284,0.28552170396333243 +Terry TX,Republican,2602,3709,33.171229,-102.339284,0.7015368023726072 +Terry TX,Other,48,3709,33.171229,-102.339284,0.012941493664060394 +Throckmorton TX,Democrat,109,813,33.1706954,-99.205796,0.13407134071340712 +Throckmorton TX,Republican,700,813,33.1706954,-99.205796,0.8610086100861009 +Throckmorton TX,Other,4,813,33.1706954,-99.205796,0.004920049200492005 +Titus TX,Democrat,2648,8854,33.214599,-94.9667825,0.29907386491981025 +Titus TX,Republican,6084,8854,33.214599,-94.9667825,0.6871470521798058 +Titus TX,Other,122,8854,33.214599,-94.9667825,0.013779082900384007 +Travis TX,Democrat,232788,387057,30.2395128,-97.6912697,0.6014307970143933 +Travis TX,Republican,140152,387057,30.2395128,-97.6912697,0.36209653875269016 +Travis TX,Other,14117,387057,30.2395128,-97.6912697,0.0364726642329166 +Trinity TX,Democrat,1614,6235,31.096675,-95.1516869,0.2588612670408982 +Trinity TX,Republican,4537,6235,31.096675,-95.1516869,0.7276663993584603 +Trinity TX,Other,84,6235,31.096675,-95.1516869,0.01347233360064154 +Tyler TX,Democrat,1668,7654,30.7692953,-94.3756561,0.21792526783381239 +Tyler TX,Republican,5910,7654,30.7692953,-94.3756561,0.7721452835118892 +Tyler TX,Other,76,7654,30.7692953,-94.3756561,0.009929448654298406 +Upshur TX,Democrat,2971,15138,32.7353495,-94.9411837,0.19626106486986392 +Upshur TX,Republican,12015,15138,32.7353495,-94.9411837,0.7936979785969085 +Upshur TX,Other,152,15138,32.7353495,-94.9411837,0.01004095653322764 +Upton TX,Democrat,333,1300,31.3538163,-102.0415461,0.2561538461538462 +Upton TX,Republican,953,1300,31.3538163,-102.0415461,0.7330769230769231 +Upton TX,Other,14,1300,31.3538163,-102.0415461,0.010769230769230769 +Uvalde TX,Democrat,3825,8435,29.3503081,-99.768427,0.45346769413159455 +Uvalde TX,Republican,4529,8435,29.3503081,-99.768427,0.5369294605809128 +Uvalde TX,Other,81,8435,29.3503081,-99.768427,0.009602845287492591 +Victoria TX,Democrat,8802,28853,28.7963699,-96.9711977,0.3050635982393512 +Victoria TX,Republican,19692,28853,28.7963699,-96.9711977,0.6824940214189166 +Victoria TX,Other,359,28853,28.7963699,-96.9711977,0.012442380341732229 +Walker TX,Democrat,6252,18685,30.7431631,-95.5698246,0.3345999464811346 +Walker TX,Republican,12140,18685,30.7431631,-95.5698246,0.6497190259566498 +Walker TX,Other,293,18685,30.7431631,-95.5698246,0.01568102756221568 +Waller TX,Democrat,6514,15902,30.0135901,-95.9821493,0.4096340083008427 +Waller TX,Republican,9244,15902,30.0135901,-95.9821493,0.5813105269777387 +Waller TX,Other,144,15902,30.0135901,-95.9821493,0.00905546472141869 +Ward TX,Democrat,841,3245,31.5130687,-103.1051127,0.25916795069337445 +Ward TX,Republican,2366,3245,31.5130687,-103.1051127,0.7291217257318953 +Ward TX,Other,38,3245,31.5130687,-103.1051127,0.011710323574730355 +Washington TX,Democrat,3381,14397,30.2150752,-96.4102717,0.23484059178995625 +Washington TX,Republican,10857,14397,30.2150752,-96.4102717,0.754115440716816 +Washington TX,Other,159,14397,30.2150752,-96.4102717,0.011043967493227756 +Webb TX,Democrat,37597,49110,27.7607987,-99.3407518,0.7655670942781511 +Webb TX,Republican,11078,49110,27.7607987,-99.3407518,0.22557523925880676 +Webb TX,Other,435,49110,27.7607987,-99.3407518,0.00885766646304215 +Wharton TX,Democrat,4235,14087,29.2784805,-96.2296745,0.3006317881734933 +Wharton TX,Republican,9750,14087,29.2784805,-96.2296745,0.6921274934336622 +Wharton TX,Other,102,14087,29.2784805,-96.2296745,0.007240718392844466 +Wheeler TX,Democrat,232,2128,35.3925926,-100.2531067,0.10902255639097744 +Wheeler TX,Republican,1878,2128,35.3925926,-100.2531067,0.8825187969924813 +Wheeler TX,Other,18,2128,35.3925926,-100.2531067,0.008458646616541353 +Wichita TX,Democrat,10525,41018,33.9882125,-98.7080098,0.25659466575649714 +Wichita TX,Republican,29812,41018,33.9882125,-98.7080098,0.7268028670339851 +Wichita TX,Other,681,41018,33.9882125,-98.7080098,0.016602467209517774 +Wilbarger TX,Democrat,971,3980,34.0849199,-99.2424397,0.24396984924623116 +Wilbarger TX,Republican,2956,3980,34.0849199,-99.2424397,0.742713567839196 +Wilbarger TX,Other,53,3980,34.0849199,-99.2424397,0.013316582914572864 +Willacy TX,Democrat,3600,5064,26.4818607,-97.5947313,0.7109004739336493 +Willacy TX,Republican,1416,5064,26.4818607,-97.5947313,0.2796208530805687 +Willacy TX,Other,48,5064,26.4818607,-97.5947313,0.009478672985781991 +Williamson TX,Democrat,61875,163271,30.6490817,-97.6050646,0.3789711583808515 +Williamson TX,Republican,97006,163271,30.6490817,-97.6050646,0.5941410293316021 +Williamson TX,Other,4390,163271,30.6490817,-97.6050646,0.026887812287546473 +Wilson TX,Democrat,4821,17205,29.173883,-98.0867336,0.28020924149956405 +Wilson TX,Republican,12218,17205,29.173883,-98.0867336,0.7101424004649811 +Wilson TX,Other,166,17205,29.173883,-98.0867336,0.00964835803545481 +Winkler TX,Democrat,398,1725,31.8328615,-103.0549246,0.23072463768115942 +Winkler TX,Republican,1311,1725,31.8328615,-103.0549246,0.76 +Winkler TX,Other,16,1725,31.8328615,-103.0549246,0.00927536231884058 +Wise TX,Democrat,3221,20745,33.2190947,-97.6539968,0.15526632923596048 +Wise TX,Republican,17207,20745,33.2190947,-97.6539968,0.8294528802120993 +Wise TX,Other,317,20745,33.2190947,-97.6539968,0.015280790551940227 +Wood TX,Democrat,3056,17581,32.7835881,-95.3821664,0.173824014561174 +Wood TX,Republican,14351,17581,32.7835881,-95.3821664,0.8162789374893351 +Wood TX,Other,174,17581,32.7835881,-95.3821664,0.009897047949490928 +Yoakum TX,Democrat,409,2128,33.1623979,-102.8322422,0.19219924812030076 +Yoakum TX,Republican,1698,2128,33.1623979,-102.8322422,0.7979323308270677 +Yoakum TX,Other,21,2128,33.1623979,-102.8322422,0.009868421052631578 +Young TX,Democrat,992,7316,33.1587778,-98.6783895,0.13559322033898305 +Young TX,Republican,6225,7316,33.1587778,-98.6783895,0.8508747949699289 +Young TX,Other,99,7316,33.1587778,-98.6783895,0.013531984691088026 +Zapata TX,Democrat,2527,3543,26.9969806,-99.1826027,0.7132373694609089 +Zapata TX,Republican,997,3543,26.9969806,-99.1826027,0.2813999435506633 +Zapata TX,Other,19,3543,26.9969806,-99.1826027,0.005362686988427886 +Zavala TX,Democrat,3042,3653,28.8646523,-99.7598304,0.8327402135231317 +Zavala TX,Republican,574,3653,28.8646523,-99.7598304,0.15713112510265534 +Zavala TX,Other,37,3653,28.8646523,-99.7598304,0.010128661374212975 +Beaver UT,Democrat,346,2560,38.357535,-113.2389481,0.13515625 +Beaver UT,Republican,2174,2560,38.357535,-113.2389481,0.84921875 +Beaver UT,Other,40,2560,38.357535,-113.2389481,0.015625 +Cache UT,Democrat,6244,42293,41.7341174,-111.7453987,0.1476367247535053 +Cache UT,Republican,35039,42293,41.7341174,-111.7453987,0.8284822547466484 +Cache UT,Other,1010,42293,41.7341174,-111.7453987,0.02388102049984631 +Carbon UT,Democrat,2275,7567,39.673284,-110.5884845,0.30064754856614245 +Carbon UT,Republican,5090,7567,39.673284,-110.5884845,0.6726575921765561 +Carbon UT,Other,202,7567,39.673284,-110.5884845,0.026694859257301442 +Daggett UT,Democrat,94,520,40.890099,-109.5057855,0.18076923076923077 +Daggett UT,Republican,406,520,40.890099,-109.5057855,0.7807692307692308 +Daggett UT,Other,20,520,40.890099,-109.5057855,0.038461538461538464 +Davis UT,Democrat,21889,121069,41.0375594,-112.2019434,0.18079772691605614 +Davis UT,Republican,96861,121069,41.0375594,-112.2019434,0.8000479065656774 +Davis UT,Other,2319,121069,41.0375594,-112.2019434,0.019154366518266443 +Duchesne UT,Democrat,581,6379,40.2893927,-110.4295838,0.09108010659978052 +Duchesne UT,Republican,5698,6379,40.2893927,-110.4295838,0.8932434550870042 +Duchesne UT,Other,100,6379,40.2893927,-110.4295838,0.015676438313215236 +Emery UT,Democrat,569,4449,39.0090246,-110.7210999,0.12789390874353787 +Emery UT,Republican,3777,4449,39.0090246,-110.7210999,0.8489548213081591 +Emery UT,Other,103,4449,39.0090246,-110.7210999,0.02315126994830299 +Garfield UT,Democrat,308,2182,37.8316645,-111.4509076,0.14115490375802017 +Garfield UT,Republican,1832,2182,37.8316645,-111.4509076,0.8395967002749771 +Garfield UT,Other,42,2182,37.8316645,-111.4509076,0.01924839596700275 +Grand UT,Democrat,1727,3950,38.9743261,-109.5734502,0.43721518987341773 +Grand UT,Republican,1996,3950,38.9743261,-109.5734502,0.5053164556962025 +Grand UT,Other,227,3950,38.9743261,-109.5734502,0.057468354430379745 +Iron UT,Democrat,2148,16701,37.9093044,-113.3067405,0.12861505299083886 +Iron UT,Republican,14200,16701,37.9093044,-113.3067405,0.8502484881144842 +Iron UT,Other,353,16701,37.9093044,-113.3067405,0.021136458894676965 +Juab UT,Democrat,451,3972,39.71412,-112.790471,0.11354481369587109 +Juab UT,Republican,3448,3972,39.71412,-112.790471,0.8680765357502518 +Juab UT,Other,73,3972,39.71412,-112.790471,0.01837865055387714 +Kane UT,Democrat,744,3371,37.2750892,-111.815329,0.22070602195194305 +Kane UT,Republican,2522,3371,37.2750892,-111.815329,0.7481459507564521 +Kane UT,Other,105,3371,37.2750892,-111.815329,0.031148027291604864 +Millard UT,Democrat,431,5026,38.9567436,-113.133092,0.08575407879029048 +Millard UT,Republican,4478,5026,38.9567436,-113.133092,0.8909669717469161 +Millard UT,Other,117,5026,38.9567436,-113.133092,0.023278949462793474 +Morgan UT,Democrat,403,4597,41.0910273,-111.5778846,0.08766586904502936 +Morgan UT,Republican,4114,4597,41.0910273,-111.5778846,0.8949314770502501 +Morgan UT,Other,80,4597,41.0910273,-111.5778846,0.01740265390472047 +Piute UT,Democrat,74,782,38.3358805,-112.1293755,0.09462915601023018 +Piute UT,Republican,697,782,38.3358805,-112.1293755,0.8913043478260869 +Piute UT,Other,11,782,38.3358805,-112.1293755,0.014066496163682864 +Rich UT,Democrat,83,1007,41.6275976,-111.2402269,0.08242303872889771 +Rich UT,Republican,915,1007,41.6275976,-111.2402269,0.9086395233366436 +Rich UT,Other,9,1007,41.6275976,-111.2402269,0.00893743793445879 +Sanpete UT,Democrat,980,9547,39.3825309,-111.5728826,0.10265004713522573 +Sanpete UT,Republican,8406,9547,39.3825309,-111.5728826,0.8804860165497015 +Sanpete UT,Other,161,9547,39.3825309,-111.5728826,0.016863936315072797 +Sevier UT,Democrat,738,8069,38.7468245,-111.8119299,0.09146114760193333 +Sevier UT,Republican,7207,8069,38.7468245,-111.8119299,0.8931713967034329 +Sevier UT,Other,124,8069,38.7468245,-111.8119299,0.015367455694633783 +Summit UT,Democrat,8072,17488,40.8720603,-110.9684862,0.4615736505032022 +Summit UT,Republican,8884,17488,40.8720603,-110.9684862,0.5080054894784996 +Summit UT,Other,532,17488,40.8720603,-110.9684862,0.030420860018298263 +Tooele UT,Democrat,4524,19261,40.4677525,-113.1239786,0.23487877057265977 +Tooele UT,Republican,14268,19261,40.4677525,-113.1239786,0.7407715071906962 +Tooele UT,Other,469,19261,40.4677525,-113.1239786,0.024349722236643997 +Uintah UT,Democrat,997,11583,40.1258872,-109.5177482,0.08607441940775275 +Uintah UT,Republican,10421,11583,40.1258872,-109.5177482,0.899680566347233 +Uintah UT,Other,165,11583,40.1258872,-109.5177482,0.014245014245014245 +Utah UT,Democrat,17281,177713,40.1204248,-111.6685082,0.09724105721022097 +Utah UT,Republican,156950,177713,40.1204248,-111.6685082,0.8831655534485379 +Utah UT,Other,3482,177713,40.1204248,-111.6685082,0.019593389341241215 +Wasatch UT,Democrat,2191,9589,40.3348838,-111.1615683,0.22849097924705392 +Wasatch UT,Republican,7220,9589,40.3348838,-111.1615683,0.7529460840546459 +Wasatch UT,Other,178,9589,40.3348838,-111.1615683,0.018562936698300135 +Washington UT,Democrat,8337,54012,37.2625308,-113.4878003,0.15435458786936238 +Washington UT,Republican,44698,54012,37.2625308,-113.4878003,0.8275568392209138 +Washington UT,Other,977,54012,37.2625308,-113.4878003,0.018088572909723766 +Wayne UT,Democrat,215,1327,38.2598402,-110.990877,0.16201959306706856 +Wayne UT,Republican,1089,1327,38.2598402,-110.990877,0.8206480783722683 +Wayne UT,Other,23,1327,38.2598402,-110.990877,0.01733232856066315 +Weber UT,Democrat,19841,75912,41.2703252,-111.876883,0.26136842659922016 +Weber UT,Republican,54224,75912,41.2703252,-111.876883,0.7143007693118347 +Weber UT,Other,1847,75912,41.2703252,-111.876883,0.024330804088945095 +Addison VT,Democrat,12257,17910,44.0312479,-73.1415807,0.6843662758235622 +Addison VT,Republican,5203,17910,44.0312479,-73.1415807,0.29050809603573424 +Addison VT,Other,450,17910,44.0312479,-73.1415807,0.02512562814070352 +Bennington VT,Democrat,11514,17593,43.0353254,-73.1114603,0.6544648439720343 +Bennington VT,Republican,5687,17593,43.0353254,-73.1114603,0.3232535667595066 +Bennington VT,Other,392,17593,43.0353254,-73.1114603,0.022281589268459048 +Caledonia VT,Democrat,8192,13661,44.4687907,-72.1121676,0.5996632750164702 +Caledonia VT,Republican,5088,13661,44.4687907,-72.1121676,0.3724471122172608 +Caledonia VT,Other,381,13661,44.4687907,-72.1121676,0.027889612766268942 +Chittenden VT,Democrat,53626,77080,44.4633289,-73.0694099,0.6957187337830825 +Chittenden VT,Republican,21571,77080,44.4633289,-73.0694099,0.27985210171250646 +Chittenden VT,Other,1883,77080,44.4633289,-73.0694099,0.024429164504411002 +Essex VT,Democrat,1539,2798,44.7240209,-71.7327362,0.550035739814153 +Essex VT,Republican,1164,2798,44.7240209,-71.7327362,0.41601143674052893 +Essex VT,Other,95,2798,44.7240209,-71.7327362,0.03395282344531808 +Franklin VT,Democrat,12057,19888,44.8589643,-72.9094023,0.606244971842317 +Franklin VT,Republican,7405,19888,44.8589643,-72.9094023,0.3723350764279968 +Franklin VT,Other,426,19888,44.8589643,-72.9094023,0.02141995172968624 +Lamoille VT,Democrat,8371,11988,44.6037037,-72.6389224,0.6982816149482817 +Lamoille VT,Republican,3342,11988,44.6037037,-72.6389224,0.27877877877877877 +Lamoille VT,Other,275,11988,44.6037037,-72.6389224,0.022939606272939606 +Orange VT,Democrat,9076,14053,44.0033924,-72.3696871,0.6458407457482388 +Orange VT,Republican,4588,14053,44.0033924,-72.3696871,0.3264783320287483 +Orange VT,Other,389,14053,44.0033924,-72.3696871,0.02768092222301288 +Orleans VT,Democrat,7117,11692,44.8284417,-72.25163,0.6087068080738967 +Orleans VT,Republican,4306,11692,44.8284417,-72.25163,0.36828600752651386 +Orleans VT,Other,269,11692,44.8284417,-72.25163,0.023007184399589462 +Rutland VT,Democrat,17088,28609,43.5808577,-73.0382023,0.5972945576566815 +Rutland VT,Republican,10835,28609,43.5808577,-73.0382023,0.3787269740291517 +Rutland VT,Other,686,28609,43.5808577,-73.0382023,0.02397846831416687 +Washington VT,Democrat,20351,29307,44.2749884,-72.6095138,0.6944074794417716 +Washington VT,Republican,8093,29307,44.2749884,-72.6095138,0.2761456307366841 +Washington VT,Other,863,29307,44.2749884,-72.6095138,0.02944688982154434 +Windham VT,Democrat,16026,21937,42.9953348,-72.721955,0.7305465651638784 +Windham VT,Republican,5347,21937,42.9953348,-72.721955,0.24374344714409446 +Windham VT,Other,564,21937,42.9953348,-72.721955,0.02570998769202717 +Windsor VT,Democrat,19494,28699,43.5726846,-72.5988211,0.6792571169727168 +Windsor VT,Republican,8598,28699,43.5726846,-72.5988211,0.29959232028990557 +Windsor VT,Other,607,28699,43.5726846,-72.5988211,0.021150562737377608 +Accomack VA,Democrat,7655,16051,37.7659435,-75.7578073,0.4769173260233007 +Accomack VA,Republican,8213,16051,37.7659435,-75.7578073,0.5116815151703944 +Accomack VA,Other,183,16051,37.7659435,-75.7578073,0.011401158806304903 +Albemarle VA,Democrat,29757,53907,38.0241841,-78.5535056,0.5520062329567589 +Albemarle VA,Republican,23297,53907,38.0241841,-78.5535056,0.4321702190810099 +Albemarle VA,Other,853,53907,38.0241841,-78.5535056,0.01582354796223125 +Alleghany VA,Democrat,3403,7173,37.7879048,-80.008669,0.47441795622473165 +Alleghany VA,Republican,3595,7173,37.7879048,-80.008669,0.5011849993029416 +Alleghany VA,Other,175,7173,37.7879048,-80.008669,0.02439704447232678 +Amelia VA,Democrat,2490,6915,37.3319271,-77.9774619,0.3600867678958785 +Amelia VA,Republican,4331,6915,37.3319271,-77.9774619,0.6263195950831526 +Amelia VA,Other,94,6915,37.3319271,-77.9774619,0.013593637020968908 +Amherst VA,Democrat,5900,14970,37.6293036,-79.1546672,0.39412157648630597 +Amherst VA,Republican,8876,14970,37.6293036,-79.1546672,0.5929191716766867 +Amherst VA,Other,194,14970,37.6293036,-79.1546672,0.012959251837007349 +Appomattox VA,Democrat,2453,7935,37.3707253,-78.8109404,0.30913673597983615 +Appomattox VA,Republican,5340,7935,37.3707253,-78.8109404,0.6729678638941399 +Appomattox VA,Other,142,7935,37.3707253,-78.8109404,0.017895400126023944 +Arlington VA,Democrat,81269,117608,38.8783374,-77.1007034,0.6910159172845385 +Arlington VA,Republican,34474,117608,38.8783374,-77.1007034,0.2931263179375553 +Arlington VA,Other,1865,117608,38.8783374,-77.1007034,0.015857764777906264 +Augusta VA,Democrat,9451,33672,38.1719106,-79.1475571,0.2806783083867902 +Augusta VA,Republican,23624,33672,38.1719106,-79.1475571,0.701591827037301 +Augusta VA,Other,597,33672,38.1719106,-79.1475571,0.017729864575908767 +Bath VA,Democrat,894,2223,38.0683679,-79.7312032,0.40215924426450744 +Bath VA,Republican,1274,2223,38.0683679,-79.7312032,0.5730994152046783 +Bath VA,Other,55,2223,38.0683679,-79.7312032,0.024741340530814216 +Bedford VA,Democrat,10209,37425,37.3122568,-79.5272234,0.2727855711422846 +Bedford VA,Republican,26679,37425,37.3122568,-79.5272234,0.7128657314629259 +Bedford VA,Other,537,37425,37.3122568,-79.5272234,0.014348697394789578 +Bedford VA,Democrat,1225,2805,37.3122568,-79.5272234,0.43672014260249553 +Bedford VA,Republican,1527,2805,37.3122568,-79.5272234,0.544385026737968 +Bedford VA,Other,53,2805,37.3122568,-79.5272234,0.01889483065953654 +Bland VA,Democrat,735,2948,37.1306124,-81.1258532,0.24932157394843962 +Bland VA,Republican,2144,2948,37.1306124,-81.1258532,0.7272727272727273 +Bland VA,Other,69,2948,37.1306124,-81.1258532,0.023405698778833108 +Botetourt VA,Democrat,5452,18241,37.5654822,-79.7975457,0.2988871224165342 +Botetourt VA,Republican,12479,18241,37.5654822,-79.7975457,0.6841181952743819 +Botetourt VA,Other,310,18241,37.5654822,-79.7975457,0.016994682309083933 +Brunswick VA,Democrat,4994,8037,36.7642043,-77.8614832,0.6213761353738957 +Brunswick VA,Republican,2968,8037,36.7642043,-77.8614832,0.36929202438720915 +Brunswick VA,Other,75,8037,36.7642043,-77.8614832,0.00933184023889511 +Buchanan VA,Democrat,3094,9646,37.2681198,-82.0381508,0.32075471698113206 +Buchanan VA,Republican,6436,9646,37.2681198,-82.0381508,0.6672195728799503 +Buchanan VA,Other,116,9646,37.2681198,-82.0381508,0.012025710138917687 +Buckingham VA,Democrat,3750,7457,37.573928,-78.5291687,0.5028831969961111 +Buckingham VA,Republican,3569,7457,37.573928,-78.5291687,0.47861070135443207 +Buckingham VA,Other,138,7457,37.573928,-78.5291687,0.018506101649456885 +Campbell VA,Democrat,7595,25696,37.2101515,-79.0954282,0.29557129514321295 +Campbell VA,Republican,17695,25696,37.2101515,-79.0954282,0.6886285803237858 +Campbell VA,Other,406,25696,37.2101515,-79.0954282,0.015800124533001246 +Caroline VA,Democrat,7276,13652,38.0303193,-77.3523482,0.53296220334017 +Caroline VA,Republican,6151,13652,38.0303193,-77.3523482,0.4505566949897451 +Caroline VA,Other,225,13652,38.0303193,-77.3523482,0.016481101670084968 +Carroll VA,Democrat,3685,12918,36.7319632,-80.7278307,0.2852608762966403 +Carroll VA,Republican,8736,12918,36.7319632,-80.7278307,0.6762656758012077 +Carroll VA,Other,497,12918,36.7319632,-80.7278307,0.038473447902152035 +Charlotte VA,Democrat,2503,5898,37.0090421,-78.6585682,0.42438114615123773 +Charlotte VA,Republican,3311,5898,37.0090421,-78.6585682,0.5613767378772465 +Charlotte VA,Other,84,5898,37.0090421,-78.6585682,0.014242115971515769 +Chesterfield VA,Democrat,77694,170988,37.3784338,-77.5858474,0.45438276370271596 +Chesterfield VA,Republican,90934,170988,37.3784338,-77.5858474,0.5318150981355417 +Chesterfield VA,Other,2360,170988,37.3784338,-77.5858474,0.013802138161742344 +Clarke VA,Democrat,3239,7762,39.1153068,-77.9907479,0.4172893584127802 +Clarke VA,Republican,4296,7762,39.1153068,-77.9907479,0.5534656016490596 +Clarke VA,Other,227,7762,39.1153068,-77.9907479,0.02924503993816027 +Craig VA,Democrat,830,2667,37.4736031,-80.2310507,0.31121109861267343 +Craig VA,Republican,1757,2667,37.4736031,-80.2310507,0.6587926509186351 +Craig VA,Other,80,2667,37.4736031,-80.2310507,0.029996250468691414 +Culpeper VA,Democrat,8285,20211,38.4859303,-77.9564758,0.40992528820939095 +Culpeper VA,Republican,11580,20211,38.4859303,-77.9564758,0.5729553213596557 +Culpeper VA,Other,346,20211,38.4859303,-77.9564758,0.01711939043095344 +Cumberland VA,Democrat,2422,5048,37.5201891,-78.2528364,0.47979397781299526 +Cumberland VA,Republican,2538,5048,37.5201891,-78.2528364,0.5027733755942948 +Cumberland VA,Other,88,5048,37.5201891,-78.2528364,0.017432646592709985 +Dickenson VA,Democrat,2473,6904,37.1367011,-82.3492199,0.3581981460023175 +Dickenson VA,Republican,4274,6904,37.1367011,-82.3492199,0.6190614136732329 +Dickenson VA,Other,157,6904,37.1367011,-82.3492199,0.022740440324449593 +Dinwiddie VA,Democrat,6550,13589,37.0734984,-77.6354922,0.4820075060710869 +Dinwiddie VA,Republican,6875,13589,37.0734984,-77.6354922,0.5059239090440798 +Dinwiddie VA,Other,164,13589,37.0734984,-77.6354922,0.012068584884833321 +Essex VA,Democrat,3016,5675,37.9394802,-76.9418713,0.5314537444933921 +Essex VA,Republican,2602,5675,37.9394802,-76.9418713,0.4585022026431718 +Essex VA,Other,57,5675,37.9394802,-76.9418713,0.010044052863436124 +Fairfax VA,Democrat,315273,529287,38.8295203,-77.2732524,0.5956560429407863 +Fairfax VA,Democrat,315273,529287,38.8531833,-77.2990252,0.5956560429407863 +Fairfax VA,Republican,206773,529287,38.8295203,-77.2732524,0.3906632885372208 +Fairfax VA,Republican,206773,529287,38.8531833,-77.2990252,0.3906632885372208 +Fairfax VA,Other,7241,529287,38.8295203,-77.2732524,0.013680668521992794 +Fairfax VA,Other,7241,529287,38.8531833,-77.2990252,0.013680668521992794 +Fairfax VA,Democrat,6651,11629,38.8295203,-77.2732524,0.5719322383695933 +Fairfax VA,Democrat,6651,11629,38.8531833,-77.2990252,0.5719322383695933 +Fairfax VA,Republican,4775,11629,38.8295203,-77.2732524,0.41061140252816236 +Fairfax VA,Republican,4775,11629,38.8531833,-77.2990252,0.41061140252816236 +Fairfax VA,Other,203,11629,38.8295203,-77.2732524,0.017456359102244388 +Fairfax VA,Other,203,11629,38.8531833,-77.2990252,0.017456359102244388 +Fauquier VA,Democrat,13965,35555,38.7440956,-77.8215005,0.39277176205878217 +Fauquier VA,Republican,21034,35555,38.7440956,-77.8215005,0.5915904936014625 +Fauquier VA,Other,556,35555,38.7440956,-77.8215005,0.01563774433975531 +Floyd VA,Democrat,2732,7644,36.9314331,-80.3502662,0.3574045002616431 +Floyd VA,Republican,4673,7644,36.9314331,-80.3502662,0.6113291470434328 +Floyd VA,Other,239,7644,36.9314331,-80.3502662,0.03126635269492412 +Fluvanna VA,Democrat,5893,12749,37.830584,-78.2834938,0.4622323319476037 +Fluvanna VA,Republican,6678,12749,37.830584,-78.2834938,0.5238057886893089 +Fluvanna VA,Other,178,12749,37.830584,-78.2834938,0.013961879363087302 +Franklin VA,Democrat,9090,26707,36.6840142,-76.9413956,0.34036020518965066 +Franklin VA,Democrat,9090,26707,36.9911862,-79.8827149,0.34036020518965066 +Franklin VA,Republican,16718,26707,36.6840142,-76.9413956,0.6259782079604598 +Franklin VA,Republican,16718,26707,36.9911862,-79.8827149,0.6259782079604598 +Franklin VA,Other,899,26707,36.6840142,-76.9413956,0.03366158684988954 +Franklin VA,Other,899,26707,36.9911862,-79.8827149,0.03366158684988954 +Franklin VA,Democrat,2833,4360,36.6840142,-76.9413956,0.6497706422018349 +Franklin VA,Democrat,2833,4360,36.9911862,-79.8827149,0.6497706422018349 +Franklin VA,Republican,1496,4360,36.6840142,-76.9413956,0.3431192660550459 +Franklin VA,Republican,1496,4360,36.9911862,-79.8827149,0.3431192660550459 +Franklin VA,Other,31,4360,36.6840142,-76.9413956,0.0071100917431192664 +Franklin VA,Other,31,4360,36.9911862,-79.8827149,0.0071100917431192664 +Frederick VA,Democrat,12690,36394,39.2036601,-78.2638291,0.3486838489860966 +Frederick VA,Republican,22858,36394,39.2036601,-78.2638291,0.628070561081497 +Frederick VA,Other,846,36394,39.2036601,-78.2638291,0.02324558993240644 +Giles VA,Democrat,2730,7558,37.3180719,-80.698321,0.3612066684308018 +Giles VA,Republican,4660,7558,37.3180719,-80.698321,0.6165652288965334 +Giles VA,Other,168,7558,37.3180719,-80.698321,0.022228102672664726 +Gloucester VA,Democrat,6764,19283,37.4035413,-76.5235051,0.35077529430067933 +Gloucester VA,Republican,12137,19283,37.4035413,-76.5235051,0.6294145101903231 +Gloucester VA,Other,382,19283,37.4035413,-76.5235051,0.019810195508997562 +Goochland VA,Democrat,4676,13315,37.7188141,-77.9176263,0.3511828764551258 +Goochland VA,Republican,8448,13315,37.7188141,-77.9176263,0.6344723995493804 +Goochland VA,Other,191,13315,37.7188141,-77.9176263,0.014344723995493804 +Grayson VA,Democrat,2068,7121,36.6522288,-81.215324,0.29040865047043957 +Grayson VA,Republican,4801,7121,36.6522288,-81.215324,0.6742030613677854 +Grayson VA,Other,252,7121,36.6522288,-81.215324,0.035388288161775035 +Greene VA,Democrat,3290,9023,38.2979805,-78.4701629,0.3646237393328161 +Greene VA,Republican,5569,9023,38.2979805,-78.4701629,0.6172004876426909 +Greene VA,Other,164,9023,38.2979805,-78.4701629,0.018175773024492962 +Greensville VA,Democrat,3135,4926,36.6803363,-77.5602774,0.6364190012180267 +Greensville VA,Republican,1766,4926,36.6803363,-77.5602774,0.35850588712951686 +Greensville VA,Other,25,4926,36.6803363,-77.5602774,0.005075111652456354 +Halifax VA,Democrat,7766,16692,36.766461,-78.9396142,0.46525281572010546 +Halifax VA,Republican,8694,16692,36.766461,-78.9396142,0.5208483105679368 +Halifax VA,Other,232,16692,36.766461,-78.9396142,0.013898873711957823 +Hanover VA,Democrat,18294,59058,37.7602149,-77.4913168,0.3097632835517627 +Hanover VA,Republican,39940,59058,37.7602149,-77.4913168,0.6762843306579972 +Hanover VA,Other,824,59058,37.7602149,-77.4913168,0.013952385790240104 +Henrico VA,Democrat,89594,162241,37.6312689,-77.6519216,0.5522278585560987 +Henrico VA,Republican,70449,162241,37.6312689,-77.6519216,0.43422439457350487 +Henrico VA,Other,2198,162241,37.6312689,-77.6519216,0.01354774687039651 +Henry VA,Democrat,10317,24963,36.7814785,-79.7592313,0.41329167167407765 +Henry VA,Republican,13984,24963,36.7814785,-79.7592313,0.5601890798381605 +Henry VA,Other,662,24963,36.7814785,-79.7592313,0.02651924848776189 +Highland VA,Democrat,459,1413,38.3662431,-79.5644718,0.3248407643312102 +Highland VA,Republican,924,1413,38.3662431,-79.5644718,0.6539278131634819 +Highland VA,Other,30,1413,38.3662431,-79.5644718,0.021231422505307854 +Lancaster VA,Democrat,3149,6961,37.7048433,-76.4126628,0.4523775319637983 +Lancaster VA,Republican,3753,6961,37.7048433,-76.4126628,0.5391466743284011 +Lancaster VA,Other,59,6961,37.7048433,-76.4126628,0.008475793707800603 +Lee VA,Democrat,2583,9598,36.7017206,-83.1301117,0.2691185663679933 +Lee VA,Republican,6847,9598,36.7017206,-83.1301117,0.7133777870389665 +Lee VA,Other,168,9598,36.7017206,-83.1301117,0.017503646593040215 +Loudoun VA,Democrat,82479,160060,39.0812,-77.6388976,0.5153005123078845 +Loudoun VA,Republican,75292,160060,39.0812,-77.6388976,0.4703986005248032 +Loudoun VA,Other,2289,160060,39.0812,-77.6388976,0.014300887167312258 +Louisa VA,Democrat,6953,16452,37.9727041,-77.959795,0.42262338925358617 +Louisa VA,Republican,9215,16452,37.9727041,-77.959795,0.5601142718210552 +Louisa VA,Other,284,16452,37.9727041,-77.959795,0.017262338925358618 +Lunenburg VA,Democrat,2684,5734,36.9455547,-78.2405281,0.46808510638297873 +Lunenburg VA,Republican,2969,5734,36.9455547,-78.2405281,0.5177886292291594 +Lunenburg VA,Other,81,5734,36.9455547,-78.2405281,0.014126264387861876 +Madison VA,Democrat,2639,6614,38.4120586,-78.2769614,0.3990021167221046 +Madison VA,Republican,3869,6614,38.4120586,-78.2769614,0.5849712730571515 +Madison VA,Other,106,6614,38.4120586,-78.2769614,0.016026610220743878 +Mathews VA,Democrat,1807,5374,37.4253479,-76.2688078,0.3362486043915147 +Mathews VA,Republican,3488,5374,37.4253479,-76.2688078,0.6490509862299962 +Mathews VA,Other,79,5374,37.4253479,-76.2688078,0.01470040937848902 +Mecklenburg VA,Democrat,6921,15077,36.6872563,-78.3689592,0.45904357630828413 +Mecklenburg VA,Republican,7973,15077,36.6872563,-78.3689592,0.528818730516681 +Mecklenburg VA,Other,183,15077,36.6872563,-78.3689592,0.012137693175034821 +Middlesex VA,Democrat,2370,6080,37.6069753,-76.5280819,0.38980263157894735 +Middlesex VA,Republican,3619,6080,37.6069753,-76.5280819,0.5952302631578947 +Middlesex VA,Other,91,6080,37.6069753,-76.5280819,0.014967105263157894 +Montgomery VA,Democrat,19903,41009,37.1755344,-80.3877913,0.4853324879904411 +Montgomery VA,Republican,20006,41009,37.1755344,-80.3877913,0.4878441317759516 +Montgomery VA,Other,1100,41009,37.1755344,-80.3877913,0.026823380233607256 +Nelson VA,Democrat,4171,8250,37.7890795,-78.8834397,0.5055757575757576 +Nelson VA,Republican,3947,8250,37.7890795,-78.8834397,0.4784242424242424 +Nelson VA,Other,132,8250,37.7890795,-78.8834397,0.016 +Northampton VA,Democrat,3741,6491,37.3027754,-75.9240177,0.5763364658758281 +Northampton VA,Republican,2676,6491,37.3027754,-75.9240177,0.41226313356955785 +Northampton VA,Other,74,6491,37.3027754,-75.9240177,0.011400400554614082 +Northumberland VA,Democrat,3191,7558,37.8569736,-76.3796872,0.42220164064567345 +Northumberland VA,Republican,4310,7558,37.8569736,-76.3796872,0.5702566816618153 +Northumberland VA,Other,57,7558,37.8569736,-76.3796872,0.007541677692511246 +Nottoway VA,Democrat,3344,6846,37.1411668,-78.0538655,0.48846041484078295 +Nottoway VA,Republican,3409,6846,37.1411668,-78.0538655,0.49795501022494887 +Nottoway VA,Other,93,6846,37.1411668,-78.0538655,0.013584574934268186 +Orange VA,Democrat,6870,16354,38.250193,-78.0096224,0.42008071419836124 +Orange VA,Republican,9244,16354,38.250193,-78.0096224,0.5652439770086829 +Orange VA,Other,240,16354,38.250193,-78.0096224,0.014675308792955852 +Page VA,Democrat,3724,10228,38.6232085,-78.4918718,0.3640985529917872 +Page VA,Republican,6344,10228,38.6232085,-78.4918718,0.6202581149784904 +Page VA,Other,160,10228,38.6232085,-78.4918718,0.01564333202972233 +Patrick VA,Democrat,2417,8259,36.6671385,-80.286413,0.29265044194212375 +Patrick VA,Republican,5622,8259,36.6671385,-80.286413,0.6807119505993462 +Patrick VA,Other,220,8259,36.6671385,-80.286413,0.02663760745853009 +Pittsylvania VA,Democrat,10858,30681,36.8217206,-79.3985019,0.35389980769857565 +Pittsylvania VA,Republican,19263,30681,36.8217206,-79.3985019,0.6278478537205436 +Pittsylvania VA,Other,560,30681,36.8217206,-79.3985019,0.018252338580880677 +Powhatan VA,Democrat,4088,15525,37.5494041,-77.9128553,0.26331723027375203 +Powhatan VA,Republican,11200,15525,37.5494041,-77.9128553,0.7214170692431562 +Powhatan VA,Other,237,15525,37.5494041,-77.9128553,0.015265700483091787 +Pulaski VA,Democrat,5292,14680,37.0633853,-80.7134439,0.36049046321525885 +Pulaski VA,Republican,8920,14680,37.0633853,-80.7134439,0.6076294277929155 +Pulaski VA,Other,468,14680,37.0633853,-80.7134439,0.03188010899182561 +Rappahannock VA,Democrat,1980,4357,38.6845215,-78.1688241,0.4544411292173514 +Rappahannock VA,Republican,2311,4357,38.6845215,-78.1688241,0.5304108331420703 +Rappahannock VA,Other,66,4357,38.6845215,-78.1688241,0.01514803764057838 +Richmond VA,Democrat,1574,3770,37.531399,-77.4760085,0.41750663129973475 +Richmond VA,Democrat,1574,3770,37.9428936,-76.7305609,0.41750663129973475 +Richmond VA,Republican,2160,3770,37.531399,-77.4760085,0.5729442970822282 +Richmond VA,Republican,2160,3770,37.9428936,-76.7305609,0.5729442970822282 +Richmond VA,Other,36,3770,37.531399,-77.4760085,0.009549071618037135 +Richmond VA,Other,36,3770,37.9428936,-76.7305609,0.009549071618037135 +Richmond VA,Democrat,75921,97569,37.531399,-77.4760085,0.7781262491160102 +Richmond VA,Democrat,75921,97569,37.9428936,-76.7305609,0.7781262491160102 +Richmond VA,Republican,20050,97569,37.531399,-77.4760085,0.20549559798706557 +Richmond VA,Republican,20050,97569,37.9428936,-76.7305609,0.20549559798706557 +Richmond VA,Other,1598,97569,37.531399,-77.4760085,0.01637815289692423 +Richmond VA,Other,1598,97569,37.9428936,-76.7305609,0.01637815289692423 +Roanoke VA,Democrat,18711,51217,37.278458,-79.9581739,0.3653279184645723 +Roanoke VA,Democrat,18711,51217,37.3435877,-79.9439958,0.3653279184645723 +Roanoke VA,Republican,31624,51217,37.278458,-79.9581739,0.617451236894 +Roanoke VA,Republican,31624,51217,37.3435877,-79.9439958,0.617451236894 +Roanoke VA,Other,882,51217,37.278458,-79.9581739,0.01722084464142765 +Roanoke VA,Other,882,51217,37.3435877,-79.9439958,0.01722084464142765 +Roanoke VA,Democrat,24134,40155,37.278458,-79.9581739,0.6010210434566057 +Roanoke VA,Democrat,24134,40155,37.3435877,-79.9439958,0.6010210434566057 +Roanoke VA,Republican,14991,40155,37.278458,-79.9581739,0.373328352633545 +Roanoke VA,Republican,14991,40155,37.3435877,-79.9439958,0.373328352633545 +Roanoke VA,Other,1030,40155,37.278458,-79.9581739,0.025650603909849332 +Roanoke VA,Other,1030,40155,37.3435877,-79.9439958,0.025650603909849332 +Rockbridge VA,Democrat,4088,10177,37.8145174,-79.4477537,0.4016900854868822 +Rockbridge VA,Republican,5898,10177,37.8145174,-79.4477537,0.5795421047459959 +Rockbridge VA,Other,191,10177,37.8145174,-79.4477537,0.018767809767121942 +Rockingham VA,Democrat,10065,34866,38.5075848,-78.8853213,0.28867664773705043 +Rockingham VA,Republican,24186,34866,38.5075848,-78.8853213,0.6936843916709688 +Rockingham VA,Other,615,34866,38.5075848,-78.8853213,0.017638960591980727 +Russell VA,Democrat,3718,12088,36.9334198,-82.0959342,0.307577763070814 +Russell VA,Republican,8180,12088,36.9334198,-82.0959342,0.6767041694242224 +Russell VA,Other,190,12088,36.9334198,-82.0959342,0.0157180675049636 +Scott VA,Democrat,2395,9992,36.7127756,-82.6136238,0.23969175340272217 +Scott VA,Republican,7439,9992,36.7127756,-82.6136238,0.7444955964771818 +Scott VA,Other,158,9992,36.7127756,-82.6136238,0.015812650120096076 +Shenandoah VA,Democrat,6469,19373,38.856204,-78.5739867,0.33391833995767306 +Shenandoah VA,Republican,12538,19373,38.856204,-78.5739867,0.6471893872915914 +Shenandoah VA,Other,366,19373,38.856204,-78.5739867,0.01889227275073556 +Smyth VA,Democrat,4171,12777,36.8423183,-81.5397861,0.3264459575800266 +Smyth VA,Republican,8379,12777,36.8423183,-81.5397861,0.6557877436017845 +Smyth VA,Other,227,12777,36.8423183,-81.5397861,0.017766298818188933 +Southampton VA,Democrat,4437,9264,36.7200678,-77.1038135,0.4789507772020725 +Southampton VA,Republican,4733,9264,36.7200678,-77.1038135,0.5109024179620034 +Southampton VA,Other,94,9264,36.7200678,-77.1038135,0.010146804835924008 +Spotsylvania VA,Democrat,25165,57974,38.1824314,-77.6572264,0.4340738951943975 +Spotsylvania VA,Republican,31844,57974,38.1824314,-77.6572264,0.5492807120433297 +Spotsylvania VA,Other,965,57974,38.1824314,-77.6572264,0.016645392762272743 +Stafford VA,Democrat,27182,60583,38.4132608,-77.4513342,0.4486737203505934 +Stafford VA,Republican,32480,60583,38.4132608,-77.4513342,0.5361239951801661 +Stafford VA,Other,921,60583,38.4132608,-77.4513342,0.015202284469240546 +Surry VA,Democrat,2576,4308,37.1197611,-76.8801717,0.5979572887650882 +Surry VA,Republican,1671,4308,37.1197611,-76.8801717,0.387883008356546 +Surry VA,Other,61,4308,37.1197611,-76.8801717,0.014159702878365831 +Sussex VA,Democrat,3358,5440,36.9266454,-77.2597319,0.6172794117647059 +Sussex VA,Republican,2021,5440,36.9266454,-77.2597319,0.3715073529411765 +Sussex VA,Other,61,5440,36.9266454,-77.2597319,0.011213235294117647 +Tazewell VA,Democrat,3661,17732,37.1253949,-81.5629237,0.20646289194676293 +Tazewell VA,Republican,13843,17732,37.1253949,-81.5629237,0.7806789984209339 +Tazewell VA,Other,228,17732,37.1253949,-81.5629237,0.012858109632303182 +Warren VA,Democrat,6452,16698,38.9082214,-78.207594,0.3863935800694694 +Warren VA,Republican,9869,16698,38.9082214,-78.207594,0.5910288657324231 +Warren VA,Other,377,16698,38.9082214,-78.207594,0.022577554198107558 +Washington VA,Democrat,7076,25632,36.7478138,-81.9503218,0.2760611735330836 +Washington VA,Republican,18141,25632,36.7478138,-81.9503218,0.7077481273408239 +Washington VA,Other,415,25632,36.7478138,-81.9503218,0.016190699126092386 +Westmoreland VA,Democrat,4295,8120,38.109311,-76.8039326,0.5289408866995073 +Westmoreland VA,Republican,3731,8120,38.109311,-76.8039326,0.45948275862068966 +Westmoreland VA,Other,94,8120,38.109311,-76.8039326,0.011576354679802956 +Wise VA,Democrat,3760,15018,36.9745607,-82.6215601,0.25036622719403384 +Wise VA,Republican,11076,15018,36.9745607,-82.6215601,0.7375149820215741 +Wise VA,Other,182,15018,36.9745607,-82.6215601,0.012118790784392063 +Wythe VA,Democrat,3783,12358,36.8998674,-81.0830007,0.30611749474024924 +Wythe VA,Republican,8324,12358,36.8998674,-81.0830007,0.6735717753681826 +Wythe VA,Other,251,12358,36.8998674,-81.0830007,0.020310729891568215 +York VA,Democrat,13183,33953,37.2190813,-76.5616481,0.3882720230907431 +York VA,Republican,20204,33953,37.2190813,-76.5616481,0.5950578741201072 +York VA,Other,566,33953,37.2190813,-76.5616481,0.016670102789149707 +Alexandria VA,Democrat,52199,73411,38.8192511,-77.0836695,0.7110514772990424 +Alexandria VA,Republican,20249,73411,38.8192511,-77.0836695,0.27583059759436596 +Alexandria VA,Other,963,73411,38.8192511,-77.0836695,0.013117925106591655 +Bristol VA,Democrat,2492,7387,36.6169541,-82.1575641,0.3373493975903614 +Bristol VA,Republican,4780,7387,36.6169541,-82.1575641,0.6470827128739678 +Bristol VA,Other,115,7387,36.6169541,-82.1575641,0.015567889535670773 +Charlottesville VA,Democrat,16510,21797,38.0376579,-78.4853806,0.7574436849107675 +Charlottesville VA,Republican,4844,21797,38.0376579,-78.4853806,0.22223241730513374 +Charlottesville VA,Other,443,21797,38.0376579,-78.4853806,0.02032389778409873 +Chesapeake VA,Democrat,55052,110425,36.6793761,-76.3017884,0.49854652479058187 +Chesapeake VA,Republican,53900,110425,36.6793761,-76.3017884,0.48811410459587956 +Chesapeake VA,Other,1473,110425,36.6793761,-76.3017884,0.013339370613538602 +Covington VA,Democrat,1319,2330,37.7810603,-79.9854337,0.5660944206008584 +Covington VA,Republican,975,2330,37.7810603,-79.9854337,0.4184549356223176 +Covington VA,Other,36,2330,37.7810603,-79.9854337,0.015450643776824034 +Danville VA,Democrat,12218,20204,36.5833337,-79.4080707,0.6047317362898436 +Danville VA,Republican,7763,20204,36.5833337,-79.4080707,0.384230845377153 +Danville VA,Other,223,20204,36.5833337,-79.4080707,0.011037418333003366 +Emporia VA,Democrat,1793,2696,36.696182,-77.5359753,0.6650593471810089 +Emporia VA,Republican,886,2696,36.696182,-77.5359753,0.32863501483679525 +Emporia VA,Other,17,2696,36.696182,-77.5359753,0.006305637982195846 +Fredericksburg VA,Democrat,7131,11437,38.2992718,-77.4866583,0.6235026667832474 +Fredericksburg VA,Republican,4060,11437,38.2992718,-77.4866583,0.3549881962052986 +Fredericksburg VA,Other,246,11437,38.2992718,-77.4866583,0.021509137011454054 +Galax VA,Democrat,900,2277,36.6656397,-80.9143083,0.3952569169960474 +Galax VA,Republican,1332,2277,36.6656397,-80.9143083,0.5849802371541502 +Galax VA,Other,45,2277,36.6656397,-80.9143083,0.019762845849802372 +Hampton VA,Democrat,46966,66490,37.0479606,-76.2972931,0.7063618589261543 +Hampton VA,Republican,18640,66490,37.0479606,-76.2972931,0.2803429087080764 +Hampton VA,Other,884,66490,37.0479606,-76.2972931,0.013295232365769289 +Harrisonburg VA,Democrat,8654,15593,38.4362547,-78.8733028,0.5549926248957866 +Harrisonburg VA,Republican,6565,15593,38.4362547,-78.8733028,0.42102225357532225 +Harrisonburg VA,Other,374,15593,38.4362547,-78.8733028,0.02398512152889117 +Hopewell VA,Democrat,5179,9031,37.2910098,-77.2989443,0.5734691617761045 +Hopewell VA,Republican,3739,9031,37.2910098,-77.2989443,0.4140183811316576 +Hopewell VA,Other,113,9031,37.2910098,-77.2989443,0.012512457092237847 +Lexington VA,Democrat,1486,2687,37.7823316,-79.4443196,0.5530331224413845 +Lexington VA,Republican,1146,2687,37.7823316,-79.4443196,0.4264979531075549 +Lexington VA,Other,55,2687,37.7823316,-79.4443196,0.020468924451060664 +Lynchburg VA,Democrat,15948,36448,37.3990161,-79.1954582,0.4375548726953468 +Lynchburg VA,Republican,19806,36448,37.3990161,-79.1954582,0.5434043020193152 +Lynchburg VA,Other,694,36448,37.3990161,-79.1954582,0.019040825285338014 +Manassas VA,Democrat,8478,15200,38.7468077,-77.4826328,0.5577631578947368 +Manassas VA,Republican,6463,15200,38.7468077,-77.4826328,0.42519736842105266 +Manassas VA,Other,259,15200,38.7468077,-77.4826328,0.017039473684210528 +Martinsville VA,Democrat,3855,6284,36.6835269,-79.8636475,0.6134627625716105 +Martinsville VA,Republican,2312,6284,36.6835269,-79.8636475,0.3679185232336092 +Martinsville VA,Other,117,6284,36.6835269,-79.8636475,0.018618714194780395 +Norfolk VA,Democrat,62687,87043,36.9230149,-76.2446413,0.7201842767367853 +Norfolk VA,Republican,23147,87043,36.9230149,-76.2446413,0.26592603655664443 +Norfolk VA,Other,1209,87043,36.9230149,-76.2446413,0.013889686706570316 +Norton VA,Democrat,566,1492,36.9315489,-82.625996,0.37935656836461124 +Norton VA,Republican,895,1492,36.9315489,-82.625996,0.5998659517426274 +Norton VA,Other,31,1492,36.9315489,-82.625996,0.020777479892761394 +Petersburg VA,Democrat,14283,15908,37.2047302,-77.3923681,0.8978501382951973 +Petersburg VA,Republican,1527,15908,37.2047302,-77.3923681,0.09598943927583606 +Petersburg VA,Other,98,15908,37.2047302,-77.3923681,0.006160422428966558 +Poquoson VA,Democrat,1679,7106,37.1283599,-76.3035337,0.2362792006754855 +Poquoson VA,Republican,5312,7106,37.1283599,-76.3035337,0.7475372924289333 +Poquoson VA,Other,115,7106,37.1283599,-76.3035337,0.0161835068955812 +Portsmouth VA,Democrat,32501,45922,36.8593388,-76.3569725,0.7077435651757328 +Portsmouth VA,Republican,12858,45922,36.8593388,-76.3569725,0.279996515831192 +Portsmouth VA,Other,563,45922,36.8593388,-76.3569725,0.012259918993075214 +Radford VA,Democrat,2732,5399,37.1201194,-80.5591473,0.5060196332654195 +Radford VA,Republican,2520,5399,37.1201194,-80.5591473,0.46675310242637524 +Radford VA,Other,147,5399,37.1201194,-80.5591473,0.027227264308205223 +Salem VA,Democrat,4760,12318,37.2853329,-80.0552407,0.38642636791686963 +Salem VA,Republican,7299,12318,37.2853329,-80.0552407,0.5925474914758889 +Salem VA,Other,259,12318,37.2853329,-80.0552407,0.021026140607241436 +Staunton VA,Democrat,5728,11210,38.1579778,-79.0618761,0.5109723461195361 +Staunton VA,Republican,5272,11210,38.1579778,-79.0618761,0.47029438001784124 +Staunton VA,Other,210,11210,38.1579778,-79.0618761,0.01873327386262266 +Suffolk VA,Democrat,24267,42566,36.6971573,-76.6347808,0.5701028990273928 +Suffolk VA,Republican,17820,42566,36.6971573,-76.6347808,0.418643988159564 +Suffolk VA,Other,479,42566,36.6971573,-76.6347808,0.011253112813043274 +Waynesboro VA,Democrat,3840,8791,38.0671571,-78.9014197,0.43681037424638836 +Waynesboro VA,Republican,4790,8791,38.0671571,-78.9014197,0.5448754407917188 +Waynesboro VA,Other,161,8791,38.0671571,-78.9014197,0.018314184961892844 +Williamsburg VA,Democrat,4903,7748,37.269481,-76.7081925,0.6328084667010841 +Williamsburg VA,Republican,2682,7748,37.269481,-76.7081925,0.34615384615384615 +Williamsburg VA,Other,163,7748,37.269481,-76.7081925,0.021037687145069695 +Winchester VA,Democrat,5094,10296,39.1738688,-78.1763562,0.49475524475524474 +Winchester VA,Republican,4946,10296,39.1738688,-78.1763562,0.48038073038073037 +Winchester VA,Other,256,10296,39.1738688,-78.1763562,0.024864024864024864 +Adams WA,Democrat,1540,4793,47.0112378,-118.5128614,0.3213018986021281 +Adams WA,Republican,3171,4793,47.0112378,-118.5128614,0.6615898184852911 +Adams WA,Other,82,4793,47.0112378,-118.5128614,0.017108282912580847 +Asotin WA,Democrat,4003,9901,46.1818612,-117.2277813,0.4043025956974043 +Asotin WA,Republican,5654,9901,46.1818612,-117.2277813,0.5710534289465711 +Asotin WA,Other,244,9901,46.1818612,-117.2277813,0.024643975356024642 +Benton WA,Democrat,28145,79559,46.2281252,-119.5166594,0.353762616423032 +Benton WA,Republican,49461,79559,46.2281252,-119.5166594,0.6216895637200065 +Benton WA,Other,1953,79559,46.2281252,-119.5166594,0.0245478198569615 +Chelan WA,Democrat,13112,32250,47.8609739,-120.619041,0.4065736434108527 +Chelan WA,Republican,18402,32250,47.8609739,-120.619041,0.5706046511627907 +Chelan WA,Other,736,32250,47.8609739,-120.619041,0.02282170542635659 +Clallam WA,Democrat,18580,38066,48.1109034,-123.8898599,0.4880996164556297 +Clallam WA,Republican,18437,38066,48.1109034,-123.8898599,0.4843429832396364 +Clallam WA,Other,1049,38066,48.1109034,-123.8898599,0.027557400304733883 +Clark WA,Democrat,93382,190805,45.7717295,-122.4859533,0.489410654857053 +Clark WA,Republican,92951,190805,45.7717295,-122.4859533,0.4871518041980032 +Clark WA,Other,4472,190805,45.7717295,-122.4859533,0.02343754094494379 +Columbia WA,Democrat,645,2259,46.2928505,-117.9116345,0.2855245683930943 +Columbia WA,Republican,1568,2259,46.2928505,-117.9116345,0.6941124391323594 +Columbia WA,Other,46,2259,46.2928505,-117.9116345,0.02036299247454626 +Cowlitz WA,Democrat,22726,44620,46.1967854,-122.6784596,0.509323173464814 +Cowlitz WA,Republican,20746,44620,46.1967854,-122.6784596,0.46494845360824744 +Cowlitz WA,Other,1148,44620,46.1967854,-122.6784596,0.02572837292693859 +Douglas WA,Democrat,5166,14942,47.7417625,-119.6946219,0.3457368491500468 +Douglas WA,Republican,9425,14942,47.7417625,-119.6946219,0.6307723196359256 +Douglas WA,Other,351,14942,47.7417625,-119.6946219,0.023490831214027574 +Ferry WA,Democrat,1294,3440,48.4732563,-118.5335894,0.37616279069767444 +Ferry WA,Republican,1995,3440,48.4732563,-118.5335894,0.5799418604651163 +Ferry WA,Other,151,3440,48.4732563,-118.5335894,0.0438953488372093 +Franklin WA,Democrat,8398,22643,46.5345799,-118.9069436,0.37088724992271344 +Franklin WA,Republican,13748,22643,46.5345799,-118.9069436,0.6071633617453518 +Franklin WA,Other,497,22643,46.5345799,-118.9069436,0.021949388331934813 +Garfield WA,Democrat,336,1278,46.4294779,-117.5367111,0.26291079812206575 +Garfield WA,Republican,913,1278,46.4294779,-117.5367111,0.7143974960876369 +Garfield WA,Other,29,1278,46.4294779,-117.5367111,0.02269170579029734 +Grant WA,Democrat,8950,27558,47.2136328,-119.467788,0.32476957689237246 +Grant WA,Republican,17852,27558,47.2136328,-119.467788,0.647797372813702 +Grant WA,Other,756,27558,47.2136328,-119.467788,0.027433050293925537 +Island WA,Democrat,21478,42099,48.1585538,-122.6706492,0.510178389035369 +Island WA,Republican,19605,42099,48.1585538,-122.6706492,0.4656880210931376 +Island WA,Other,1016,42099,48.1585538,-122.6706492,0.024133589871493385 +Jefferson WA,Democrat,12739,19829,47.8057075,-123.5270572,0.6424428866811236 +Jefferson WA,Republican,6405,19829,47.8057075,-123.5270572,0.3230117504664885 +Jefferson WA,Other,685,19829,47.8057075,-123.5270572,0.03454536285238791 +King WA,Democrat,668004,967154,47.4905993,-121.833996,0.6906904174516157 +King WA,Republican,275700,967154,47.4905993,-121.833996,0.2850631853872289 +King WA,Other,23450,967154,47.4905993,-121.833996,0.024246397161155307 +Kitsap WA,Democrat,67277,123367,47.6395948,-122.6496339,0.5453403260191138 +Kitsap WA,Republican,52846,123367,47.6395948,-122.6496339,0.42836414924574645 +Kitsap WA,Other,3244,123367,47.6395948,-122.6496339,0.026295524735139866 +Kittitas WA,Democrat,7949,18171,47.1244411,-120.6767092,0.43745528589510757 +Kittitas WA,Republican,9782,18171,47.1244411,-120.6767092,0.5383303065323868 +Kittitas WA,Other,440,18171,47.1244411,-120.6767092,0.02421440757250564 +Klickitat WA,Democrat,4598,10274,45.8704463,-120.7793049,0.4475374732334047 +Klickitat WA,Republican,5316,10274,45.8704463,-120.7793049,0.5174226202063461 +Klickitat WA,Other,360,10274,45.8704463,-120.7793049,0.035039906560249176 +Lewis WA,Democrat,12664,34044,46.5800714,-122.3774443,0.3719891904594055 +Lewis WA,Republican,20452,34044,46.5800714,-122.3774443,0.6007519680413582 +Lewis WA,Other,928,34044,46.5800714,-122.3774443,0.027258841499236283 +Lincoln WA,Democrat,1673,5872,47.5827433,-118.4176925,0.2849114441416894 +Lincoln WA,Republican,4063,5872,47.5827433,-118.4176925,0.6919277929155313 +Lincoln WA,Other,136,5872,47.5827433,-118.4176925,0.02316076294277929 +Mason WA,Democrat,14764,28235,47.3541257,-123.1738498,0.5228971135115991 +Mason WA,Republican,12761,28235,47.3541257,-123.1738498,0.45195679121657517 +Mason WA,Other,710,28235,47.3541257,-123.1738498,0.02514609527182575 +Okanogan WA,Democrat,7108,16846,48.5484533,-119.7422347,0.4219399263920218 +Okanogan WA,Republican,9221,16846,48.5484533,-119.7422347,0.5473702956191381 +Okanogan WA,Other,517,16846,48.5484533,-119.7422347,0.03068977798884008 +Pacific WA,Democrat,5711,10524,46.5565866,-123.7824193,0.5426643861649563 +Pacific WA,Republican,4499,10524,46.5565866,-123.7824193,0.427499049790954 +Pacific WA,Other,314,10524,46.5565866,-123.7824193,0.0298365640440897 +Pierce WA,Democrat,186430,342910,47.0514128,-122.1532402,0.5436703508209151 +Pierce WA,Republican,148467,342910,47.0514128,-122.1532402,0.4329620016914059 +Pierce WA,Other,8013,342910,47.0514128,-122.1532402,0.023367647487678982 +Skagit WA,Democrat,28688,55269,48.4932917,-121.8157703,0.5190613182796866 +Skagit WA,Republican,25071,55269,48.4932917,-121.8157703,0.4536177604081854 +Skagit WA,Other,1510,55269,48.4932917,-121.8157703,0.027320921312127957 +Skamania WA,Democrat,2628,5466,46.0247853,-121.9532319,0.4807903402854007 +Skamania WA,Republican,2687,5466,46.0247853,-121.9532319,0.4915843395536041 +Skamania WA,Other,151,5466,46.0247853,-121.9532319,0.027625320160995243 +Snohomish WA,Democrat,188516,329817,48.070464,-121.936784,0.5715775718049706 +Snohomish WA,Republican,133016,329817,48.070464,-121.936784,0.40330243741226196 +Snohomish WA,Other,8285,329817,48.070464,-121.936784,0.025119990782767415 +Spokane WA,Democrat,102295,223830,47.6203752,-117.4033714,0.45702095340213555 +Spokane WA,Republican,115285,223830,47.6203752,-117.4033714,0.5150560693383371 +Spokane WA,Other,6250,223830,47.6203752,-117.4033714,0.02792297725952732 +Stevens WA,Democrat,7762,22161,48.388727,-117.8544544,0.350254952393845 +Stevens WA,Republican,13691,22161,48.388727,-117.8544544,0.6177970308199089 +Stevens WA,Other,708,22161,48.388727,-117.8544544,0.031948016786246106 +Thurston WA,Democrat,74037,127063,46.9358216,-122.8301524,0.5826794582215121 +Thurston WA,Republican,49287,127063,46.9358216,-122.8301524,0.387894194218616 +Thurston WA,Other,3739,127063,46.9358216,-122.8301524,0.029426347559871873 +Wahkiakum WA,Democrat,1094,2294,46.2946377,-123.4244583,0.4768962510897995 +Wahkiakum WA,Republican,1119,2294,46.2946377,-123.4244583,0.48779424585876197 +Wahkiakum WA,Other,81,2294,46.2946377,-123.4244583,0.03530950305143853 +Whatcom WA,Democrat,57089,103029,48.8426531,-121.8364325,0.554106125459822 +Whatcom WA,Republican,42703,103029,48.8426531,-121.8364325,0.41447553601413195 +Whatcom WA,Other,3237,103029,48.8426531,-121.8364325,0.031418338526046065 +Whitman WA,Democrat,8037,17121,46.9059441,-117.5353898,0.46942351498160156 +Whitman WA,Republican,8507,17121,46.9059441,-117.5353898,0.4968751825243853 +Whitman WA,Other,577,17121,46.9059441,-117.5353898,0.0337013024940132 +Yakima WA,Democrat,33217,76973,46.4565581,-120.7401446,0.43154092993647125 +Yakima WA,Republican,42239,76973,46.4565581,-120.7401446,0.5487508606914113 +Yakima WA,Other,1517,76973,46.4565581,-120.7401446,0.019708209372117497 +Barbour WV,Democrat,1768,5761,39.1397248,-79.9969466,0.30689116472834577 +Barbour WV,Republican,3824,5761,39.1397248,-79.9969466,0.6637736504079152 +Barbour WV,Other,169,5761,39.1397248,-79.9969466,0.029335184863738935 +Berkeley WV,Democrat,14275,37172,39.4479382,-78.0377535,0.38402561067470137 +Berkeley WV,Republican,22156,37172,39.4479382,-78.0377535,0.5960400301302056 +Berkeley WV,Other,741,37172,39.4479382,-78.0377535,0.01993435919509308 +Boone WV,Democrat,2790,8500,38.0228143,-81.7135382,0.32823529411764707 +Boone WV,Republican,5467,8500,38.0228143,-81.7135382,0.6431764705882353 +Boone WV,Other,243,8500,38.0228143,-81.7135382,0.028588235294117647 +Braxton WV,Democrat,1998,4804,38.6993304,-80.7316597,0.41590341382181517 +Braxton WV,Republican,2725,4804,38.6993304,-80.7316597,0.5672356369691923 +Braxton WV,Other,81,4804,38.6993304,-80.7316597,0.016860949208992507 +Brooke WV,Democrat,4005,9294,40.2726454,-80.578691,0.43092317624273724 +Brooke WV,Republican,5060,9294,40.2726454,-80.578691,0.5444372713578652 +Brooke WV,Other,229,9294,40.2726454,-80.578691,0.02463955239939746 +Cabell WV,Democrat,13568,32144,38.4195778,-82.2433966,0.4221005475360876 +Cabell WV,Republican,17985,32144,38.4195778,-82.2433966,0.5595134395221503 +Cabell WV,Other,591,32144,38.4195778,-82.2433966,0.01838601294176207 +Calhoun WV,Democrat,818,2207,38.8441591,-81.1154775,0.37063887630267334 +Calhoun WV,Republican,1319,2207,38.8441591,-81.1154775,0.5976438604440417 +Calhoun WV,Other,70,2207,38.8441591,-81.1154775,0.031717263253285 +Clay WV,Democrat,931,3012,38.4598259,-81.0818663,0.3090969455511288 +Clay WV,Republican,1971,3012,38.4598259,-81.0818663,0.6543824701195219 +Clay WV,Other,110,3012,38.4598259,-81.0818663,0.03652058432934927 +Doddridge WV,Democrat,575,2769,39.2634805,-80.7012316,0.20765619357168652 +Doddridge WV,Republican,2130,2769,39.2634805,-80.7012316,0.7692307692307693 +Doddridge WV,Other,64,2769,39.2634805,-80.7012316,0.02311303719754424 +Fayette WV,Democrat,5419,14070,38.0309328,-81.0860508,0.3851457000710732 +Fayette WV,Republican,8350,14070,38.0309328,-81.0860508,0.5934612651030562 +Fayette WV,Other,301,14070,38.0309328,-81.0860508,0.021393034825870648 +Gilmer WV,Democrat,840,2509,38.9158671,-80.8494132,0.33479473893981665 +Gilmer WV,Republican,1595,2509,38.9158671,-80.8494132,0.6357114388202472 +Gilmer WV,Other,74,2509,38.9158671,-80.8494132,0.02949382223993623 +Grant WV,Democrat,718,4586,39.1059882,-79.195064,0.15656345399040558 +Grant WV,Republican,3783,4586,39.1059882,-79.195064,0.8249018752725686 +Grant WV,Other,85,4586,39.1059882,-79.195064,0.01853467073702573 +Greenbrier WV,Democrat,4710,12963,37.9244177,-80.4505897,0.3633418190233742 +Greenbrier WV,Republican,7930,12963,37.9244177,-80.4505897,0.6117411093111162 +Greenbrier WV,Other,323,12963,37.9244177,-80.4505897,0.02491707166550953 +Hampshire WV,Democrat,2299,7986,39.3121395,-78.6119886,0.2878787878787879 +Hampshire WV,Republican,5523,7986,39.3121395,-78.6119886,0.6915852742299023 +Hampshire WV,Other,164,7986,39.3121395,-78.6119886,0.02053593789130979 +Hancock WV,Democrat,4627,12118,40.5169584,-80.5701643,0.3818286846014194 +Hancock WV,Republican,7226,12118,40.5169584,-80.5701643,0.5963030203003796 +Hancock WV,Other,265,12118,40.5169584,-80.5701643,0.021868295098201023 +Hardy WV,Democrat,1482,5168,39.0113612,-78.8417292,0.2867647058823529 +Hardy WV,Republican,3536,5168,39.0113612,-78.8417292,0.6842105263157895 +Hardy WV,Other,150,5168,39.0113612,-78.8417292,0.029024767801857584 +Harrison WV,Democrat,9732,26147,39.279182,-80.3864982,0.37220331204344664 +Harrison WV,Republican,15876,26147,39.279182,-80.3864982,0.6071824683520098 +Harrison WV,Other,539,26147,39.279182,-80.3864982,0.020614219604543543 +Jackson WV,Democrat,3854,11544,38.8342339,-81.6777168,0.3338530838530839 +Jackson WV,Republican,7408,11544,38.8342339,-81.6777168,0.6417186417186417 +Jackson WV,Other,282,11544,38.8342339,-81.6777168,0.02442827442827443 +Jefferson WV,Democrat,10398,22138,39.3073985,-77.86322,0.46969012557593276 +Jefferson WV,Republican,11258,22138,39.3073985,-77.86322,0.5085373565814437 +Jefferson WV,Other,482,22138,39.3073985,-77.86322,0.021772517842623542 +Kanawha WV,Democrat,32480,75077,38.3280675,-81.5235156,0.4326225075589062 +Kanawha WV,Republican,41364,75077,38.3280675,-81.5235156,0.5509543535303755 +Kanawha WV,Other,1233,75077,38.3280675,-81.5235156,0.016423138910718327 +Lewis WV,Democrat,1736,6287,38.9888773,-80.4954773,0.27612533799904565 +Lewis WV,Republican,4375,6287,38.9888773,-80.4954773,0.6958803881024336 +Lewis WV,Other,176,6287,38.9888773,-80.4954773,0.027994273898520758 +Lincoln WV,Democrat,2227,6818,38.1717696,-82.0776231,0.3266353769433852 +Lincoln WV,Republican,4383,6818,38.1717696,-82.0776231,0.6428571428571429 +Lincoln WV,Other,208,6818,38.1717696,-82.0776231,0.030507480199471988 +Logan WV,Democrat,3469,11946,37.8305905,-81.940853,0.29039008873263017 +Logan WV,Republican,8222,11946,37.8305905,-81.940853,0.6882638540097104 +Logan WV,Other,255,11946,37.8305905,-81.940853,0.02134605725765947 +Marion WV,Democrat,8959,21542,39.5058387,-80.2434018,0.4158852474236375 +Marion WV,Republican,12054,21542,39.5058387,-80.2434018,0.5595580726023582 +Marion WV,Other,529,21542,39.5058387,-80.2434018,0.02455667997400427 +Marshall WV,Democrat,4484,12916,39.8544259,-80.6717944,0.3471663053576959 +Marshall WV,Republican,8135,12916,39.8544259,-80.6717944,0.6298389594301641 +Marshall WV,Other,297,12916,39.8544259,-80.6717944,0.02299473521213998 +Mason WV,Democrat,3778,9789,38.770914,-82.0290067,0.3859434058637246 +Mason WV,Republican,5741,9789,38.770914,-82.0290067,0.5864746143630606 +Mason WV,Other,270,9789,38.770914,-82.0290067,0.027581979773214832 +Mercer WV,Democrat,5432,21276,37.4034477,-81.106456,0.2553111487121639 +Mercer WV,Republican,15450,21276,37.4034477,-81.106456,0.7261703327693175 +Mercer WV,Other,394,21276,37.4034477,-81.106456,0.018518518518518517 +Mineral WV,Democrat,2885,10979,39.4047806,-78.9566899,0.2627743874669824 +Mineral WV,Republican,7833,10979,39.4047806,-78.9566899,0.7134529556425904 +Mineral WV,Other,261,10979,39.4047806,-78.9566899,0.02377265689042718 +Mingo WV,Democrat,2428,8830,37.7211608,-82.1589891,0.27497168742921857 +Mingo WV,Republican,6191,8830,37.7211608,-82.1589891,0.701132502831257 +Mingo WV,Other,211,8830,37.7211608,-82.1589891,0.02389580973952435 +Monongalia WV,Democrat,13826,31475,39.6336448,-80.0590736,0.43926926131850674 +Monongalia WV,Republican,16831,31475,39.6336448,-80.0590736,0.5347418586179508 +Monongalia WV,Other,818,31475,39.6336448,-80.0590736,0.025988880063542493 +Monroe WV,Democrat,1455,5212,37.5540622,-80.5503295,0.2791634689178818 +Monroe WV,Republican,3616,5212,37.5540622,-80.5503295,0.693783576362241 +Monroe WV,Other,141,5212,37.5540622,-80.5503295,0.027052954719877207 +Morgan WV,Democrat,2363,7044,39.5550021,-78.2573449,0.3354628052243044 +Morgan WV,Republican,4513,7044,39.5550021,-78.2573449,0.64068710959682 +Morgan WV,Other,168,7044,39.5550021,-78.2573449,0.02385008517887564 +Nicholas WV,Democrat,2664,8785,38.2914318,-80.7975148,0.3032441661923734 +Nicholas WV,Republican,5898,8785,38.2914318,-80.7975148,0.671371656232214 +Nicholas WV,Other,223,8785,38.2914318,-80.7975148,0.025384177575412635 +Ohio WV,Democrat,6786,17911,40.0989316,-80.6207278,0.37887331807269276 +Ohio WV,Republican,10768,17911,40.0989316,-80.6207278,0.6011947964937748 +Ohio WV,Other,357,17911,40.0989316,-80.6207278,0.019931885433532467 +Pendleton WV,Democrat,1074,3239,38.6744501,-79.3406175,0.3315838221673356 +Pendleton WV,Republican,2095,3239,38.6744501,-79.3406175,0.6468045693115159 +Pendleton WV,Other,70,3239,38.6744501,-79.3406175,0.021611608521148504 +Pleasants WV,Democrat,955,2840,39.3681331,-81.1611724,0.3362676056338028 +Pleasants WV,Republican,1825,2840,39.3681331,-81.1611724,0.6426056338028169 +Pleasants WV,Other,60,2840,39.3681331,-81.1611724,0.02112676056338028 +Pocahontas WV,Democrat,1303,3576,38.332606,-80.0101207,0.3643736017897092 +Pocahontas WV,Republican,2182,3576,38.332606,-80.0101207,0.610178970917226 +Pocahontas WV,Other,91,3576,38.332606,-80.0101207,0.025447427293064876 +Preston WV,Democrat,2931,11155,39.4690296,-79.6688649,0.26275212909009416 +Preston WV,Republican,7889,11155,39.4690296,-79.6688649,0.7072164948453609 +Preston WV,Other,335,11155,39.4690296,-79.6688649,0.03003137606454505 +Putnam WV,Democrat,7256,23673,38.5105128,-81.906109,0.3065095256199045 +Putnam WV,Republican,16032,23673,38.5105128,-81.906109,0.677227220884552 +Putnam WV,Other,385,23673,38.5105128,-81.906109,0.016263253495543445 +Raleigh WV,Democrat,7739,28829,37.7624694,-81.2646719,0.2684449686079989 +Raleigh WV,Republican,20614,28829,37.7624694,-81.2646719,0.7150438794269659 +Raleigh WV,Other,476,28829,37.7624694,-81.2646719,0.016511151965035206 +Randolph WV,Democrat,3342,9756,38.7810953,-79.8677881,0.34255842558425587 +Randolph WV,Republican,6160,9756,38.7810953,-79.8677881,0.6314063140631406 +Randolph WV,Other,254,9756,38.7810953,-79.8677881,0.026035260352603527 +Ritchie WV,Democrat,768,3788,39.1771118,-81.0663167,0.20274551214361142 +Ritchie WV,Republican,2921,3788,39.1771118,-81.0663167,0.7711193241816262 +Ritchie WV,Other,99,3788,39.1771118,-81.0663167,0.02613516367476241 +Roane WV,Democrat,1939,5047,38.7429497,-81.3544939,0.3841886269070735 +Roane WV,Republican,2982,5047,38.7429497,-81.3544939,0.5908460471567267 +Roane WV,Other,126,5047,38.7429497,-81.3544939,0.024965325936199722 +Summers WV,Democrat,1621,4735,37.6559986,-80.856325,0.3423442449841605 +Summers WV,Republican,2981,4735,37.6559986,-80.856325,0.6295670538542767 +Summers WV,Other,133,4735,37.6559986,-80.856325,0.02808870116156283 +Taylor WV,Democrat,1941,5908,39.3324778,-80.0465539,0.3285375761679079 +Taylor WV,Republican,3840,5908,39.3324778,-80.0465539,0.6499661475964793 +Taylor WV,Other,127,5908,39.3324778,-80.0465539,0.02149627623561273 +Tucker WV,Democrat,880,3138,39.1111751,-79.5599678,0.2804333970681963 +Tucker WV,Republican,2176,3138,39.1111751,-79.5599678,0.6934353091140854 +Tucker WV,Other,82,3138,39.1111751,-79.5599678,0.026131293817718292 +Tyler WV,Democrat,890,3279,39.465634,-80.8772193,0.27142421469960354 +Tyler WV,Republican,2314,3279,39.465634,-80.8772193,0.7057029582189692 +Tyler WV,Other,75,3279,39.465634,-80.8772193,0.022872827081427266 +Upshur WV,Democrat,2158,8273,38.9025302,-80.2316057,0.2608485434546114 +Upshur WV,Republican,5939,8273,38.9025302,-80.2316057,0.7178774326121117 +Upshur WV,Other,176,8273,38.9025302,-80.2316057,0.021274023933276924 +Wayne WV,Democrat,4931,13955,38.1436416,-82.4226659,0.3533500537441777 +Wayne WV,Republican,8688,13955,38.1436416,-82.4226659,0.622572554639914 +Wayne WV,Other,336,13955,38.1436416,-82.4226659,0.024077391615908276 +Webster WV,Democrat,947,2755,38.483459,-80.4490515,0.34373865698729583 +Webster WV,Republican,1710,2755,38.483459,-80.4490515,0.6206896551724138 +Webster WV,Other,98,2755,38.483459,-80.4490515,0.035571687840290384 +Wetzel WV,Democrat,2217,5856,39.59818,-80.6353994,0.3785860655737705 +Wetzel WV,Republican,3473,5856,39.59818,-80.6353994,0.5930669398907104 +Wetzel WV,Other,166,5856,39.59818,-80.6353994,0.028346994535519126 +Wirt WV,Democrat,676,2171,39.0200337,-81.3829749,0.31137724550898205 +Wirt WV,Republican,1427,2171,39.0200337,-81.3829749,0.6573007830492861 +Wirt WV,Other,68,2171,39.0200337,-81.3829749,0.03132197144173192 +Wood WV,Democrat,11230,33977,39.2116023,-81.516234,0.3305177031521323 +Wood WV,Republican,22183,33977,39.2116023,-81.516234,0.6528828325043412 +Wood WV,Other,564,33977,39.2116023,-81.516234,0.016599464343526504 +Wyoming WV,Democrat,1583,7523,37.6036601,-81.5490317,0.21042137445168152 +Wyoming WV,Republican,5769,7523,37.6036601,-81.5490317,0.7668483317825335 +Wyoming WV,Other,171,7523,37.6036601,-81.5490317,0.022730293765784927 +Adams WI,Democrat,5542,10287,43.9737568,-89.7672276,0.5387382132788957 +Adams WI,Republican,4644,10287,43.9737568,-89.7672276,0.45144356955380577 +Adams WI,Other,101,10287,43.9737568,-89.7672276,0.009818217167298532 +Ashland WI,Democrat,5399,8372,46.5444245,-90.6796907,0.6448877209746775 +Ashland WI,Republican,2820,8372,46.5444245,-90.6796907,0.3368370759675107 +Ashland WI,Other,153,8372,46.5444245,-90.6796907,0.018275203057811752 +Barron WI,Democrat,10890,22692,45.4371917,-91.8528921,0.47990481226864096 +Barron WI,Republican,11443,22692,45.4371917,-91.8528921,0.5042746342323285 +Barron WI,Other,359,22692,45.4371917,-91.8528921,0.015820553499030495 +Bayfield WI,Democrat,6033,9788,46.6341992,-91.1772815,0.6163669799754802 +Bayfield WI,Republican,3603,9788,46.6341992,-91.1772815,0.36810380057212916 +Bayfield WI,Other,152,9788,46.6341992,-91.1772815,0.015529219452390683 +Brown WI,Democrat,62526,128928,44.4740244,-87.9961303,0.4849683544303797 +Brown WI,Republican,64836,128928,44.4740244,-87.9961303,0.502885331347729 +Brown WI,Other,1566,128928,44.4740244,-87.9961303,0.012146314221891288 +Buffalo WI,Democrat,3570,7039,44.3856333,-91.761294,0.5071743145333144 +Buffalo WI,Republican,3364,7039,44.3856333,-91.761294,0.4779087938627646 +Buffalo WI,Other,105,7039,44.3856333,-91.761294,0.014916891603921012 +Burnett WI,Democrat,3986,8677,45.8668974,-92.3757305,0.4593753601475164 +Burnett WI,Republican,4550,8677,45.8668974,-92.3757305,0.5243747839114902 +Burnett WI,Other,141,8677,45.8668974,-92.3757305,0.01624985594099343 +Calumet WI,Democrat,11489,26420,44.0784104,-88.2121322,0.43485995457986376 +Calumet WI,Republican,14539,26420,44.0784104,-88.2121322,0.5503028009084028 +Calumet WI,Other,392,26420,44.0784104,-88.2121322,0.014837244511733535 +Chippewa WI,Democrat,15237,30932,45.0690918,-91.2835054,0.4925966636492952 +Chippewa WI,Republican,15322,30932,45.0690918,-91.2835054,0.4953446269235743 +Chippewa WI,Other,373,30932,45.0690918,-91.2835054,0.01205870942713048 +Clark WI,Democrat,6172,13801,44.7393462,-90.6099532,0.4472139700021738 +Clark WI,Republican,7412,13801,44.7393462,-90.6099532,0.5370625317006014 +Clark WI,Other,217,13801,44.7393462,-90.6099532,0.015723498297224837 +Columbia WI,Democrat,17175,30546,43.4718818,-89.3304721,0.5622667452366922 +Columbia WI,Republican,13026,30546,43.4718818,-89.3304721,0.42643881359261443 +Columbia WI,Other,345,30546,43.4718818,-89.3304721,0.01129444117069338 +Crawford WI,Democrat,4629,7817,43.24991,-90.9512302,0.5921709095560956 +Crawford WI,Republican,3067,7817,43.24991,-90.9512302,0.39235000639631573 +Crawford WI,Other,121,7817,43.24991,-90.9512302,0.015479084047588588 +Dane WI,Democrat,216071,304181,43.0674684,-89.4178523,0.7103369375470526 +Dane WI,Republican,83644,304181,43.0674684,-89.4178523,0.27498101459328494 +Dane WI,Other,4466,304181,43.0674684,-89.4178523,0.014682047859662503 +Dodge WI,Democrat,18762,44488,43.4296276,-88.7019394,0.4217317029311275 +Dodge WI,Republican,25211,44488,43.4296276,-88.7019394,0.5666921417011329 +Dodge WI,Other,515,44488,43.4296276,-88.7019394,0.011576155367739616 +Door WI,Democrat,9357,17671,45.0934165,-87.0486828,0.5295116292230208 +Door WI,Republican,8121,17671,45.0934165,-87.0486828,0.4595665214192745 +Door WI,Other,193,17671,45.0934165,-87.0486828,0.010921849357704714 +Douglas WI,Democrat,14863,22894,46.4632185,-91.8924773,0.6492093998427536 +Douglas WI,Republican,7705,22894,46.4632185,-91.8924773,0.3365510614134708 +Douglas WI,Other,326,22894,46.4632185,-91.8924773,0.014239538743775662 +Dunn WI,Democrat,11316,21992,44.9477513,-91.8976451,0.5145507457257185 +Dunn WI,Republican,10224,21992,44.9477513,-91.8976451,0.46489632593670427 +Dunn WI,Other,452,21992,44.9477513,-91.8976451,0.0205529283375773 +Florence WI,Democrat,953,2625,45.8718277,-88.4069879,0.36304761904761906 +Florence WI,Republican,1645,2625,45.8718277,-88.4069879,0.6266666666666667 +Florence WI,Other,27,2625,45.8718277,-88.4069879,0.010285714285714285 +Forest WI,Democrat,2425,4648,45.6668806,-88.7733265,0.5217297762478486 +Forest WI,Republican,2172,4648,45.6668806,-88.7733265,0.46729776247848537 +Forest WI,Other,51,4648,45.6668806,-88.7733265,0.010972461273666093 +Grant WI,Democrat,13594,24248,42.8700275,-90.6942288,0.5606235565819861 +Grant WI,Republican,10255,24248,42.8700275,-90.6942288,0.4229214780600462 +Grant WI,Other,399,24248,42.8700275,-90.6942288,0.016454965357967668 +Green WI,Democrat,11206,19322,42.6755218,-89.6050743,0.5799606665976607 +Green WI,Republican,7857,19322,42.6755218,-89.6050743,0.40663492392091916 +Green WI,Other,259,19322,42.6755218,-89.6050743,0.013404409481420142 +Iowa WI,Democrat,8105,12534,43.0010208,-90.1336915,0.6466411361097814 +Iowa WI,Republican,4287,12534,43.0010208,-90.1336915,0.34202967927237915 +Iowa WI,Other,142,12534,43.0010208,-90.1336915,0.011329184617839477 +Iron WI,Democrat,1784,3632,46.32655,-90.2612985,0.4911894273127753 +Iron WI,Republican,1790,3632,46.32655,-90.2612985,0.49284140969163 +Iron WI,Other,58,3632,46.32655,-90.2612985,0.015969162995594713 +Jackson WI,Democrat,5298,9313,44.3245897,-90.7995104,0.5688822076667025 +Jackson WI,Republican,3900,9313,44.3245897,-90.7995104,0.4187694620423065 +Jackson WI,Other,115,9313,44.3245897,-90.7995104,0.012348330290991088 +Jefferson WI,Democrat,20158,44281,43.0138045,-88.7739847,0.4552291050337617 +Jefferson WI,Republican,23517,44281,43.0138045,-88.7739847,0.5310855671732797 +Jefferson WI,Other,606,44281,43.0138045,-88.7739847,0.013685327792958606 +Juneau WI,Democrat,6242,11827,43.9328362,-90.1139837,0.5277754291029001 +Juneau WI,Republican,5411,11827,43.9328362,-90.1139837,0.45751247146360025 +Juneau WI,Other,174,11827,43.9328362,-90.1139837,0.01471209943349962 +Kenosha WI,Democrat,44867,80897,42.5797034,-87.4250046,0.5546188362980086 +Kenosha WI,Republican,34977,80897,42.5797034,-87.4250046,0.4323646117903012 +Kenosha WI,Other,1053,80897,42.5797034,-87.4250046,0.013016551911690174 +Kewaunee WI,Democrat,5153,11037,44.5010324,-87.1633039,0.4668841170607955 +Kewaunee WI,Republican,5747,11037,44.5010324,-87.1633039,0.5207030896076833 +Kewaunee WI,Other,137,11037,44.5010324,-87.1633039,0.012412793331521246 +Lafayette WI,Democrat,4536,7952,42.6555782,-90.1302916,0.5704225352112676 +Lafayette WI,Republican,3314,7952,42.6555782,-90.1302916,0.4167505030181087 +Lafayette WI,Other,102,7952,42.6555782,-90.1302916,0.012826961770623743 +Langlade WI,Democrat,4573,10519,45.2623814,-89.0677254,0.43473714231390814 +Langlade WI,Republican,5816,10519,45.2623814,-89.0677254,0.5529042684665842 +Langlade WI,Other,130,10519,45.2623814,-89.0677254,0.012358589219507558 +Lincoln WI,Democrat,7563,15216,45.3384167,-89.7423088,0.49704258675078866 +Lincoln WI,Republican,7455,15216,45.3384167,-89.7423088,0.4899447949526814 +Lincoln WI,Other,198,15216,45.3384167,-89.7423088,0.013012618296529969 +Manitowoc WI,Democrat,20403,42617,44.156137,-87.5773525,0.4787526104606143 +Manitowoc WI,Republican,21604,42617,44.156137,-87.5773525,0.5069338526878945 +Manitowoc WI,Other,610,42617,44.156137,-87.5773525,0.014313536851491188 +Marathon WI,Democrat,32363,69862,44.8980363,-89.757823,0.4632418195871862 +Marathon WI,Republican,36617,69862,44.8980363,-89.757823,0.524133291345796 +Marathon WI,Other,882,69862,44.8980363,-89.757823,0.012624889067017836 +Marinette WI,Democrat,9882,20777,45.3468989,-87.991198,0.4756220821100255 +Marinette WI,Republican,10619,20777,45.3468989,-87.991198,0.5110939981710545 +Marinette WI,Other,276,20777,45.3468989,-87.991198,0.01328391971891996 +Marquette WI,Democrat,4014,8105,43.8260529,-89.4090953,0.49524984577421344 +Marquette WI,Republican,3992,8105,43.8260529,-89.4090953,0.49253547193090685 +Marquette WI,Other,99,8105,43.8260529,-89.4090953,0.012214682294879703 +Menominee WI,Democrat,1191,1377,44.9913041,-88.6692512,0.8649237472766884 +Menominee WI,Republican,179,1377,44.9913041,-88.6692512,0.1299927378358751 +Menominee WI,Other,7,1377,44.9913041,-88.6692512,0.005083514887436456 +Milwaukee WI,Democrat,332438,492576,43.0176601,-87.4815541,0.674896868706555 +Milwaukee WI,Republican,154924,492576,43.0176601,-87.4815541,0.3145179627103229 +Milwaukee WI,Other,5214,492576,43.0176601,-87.4815541,0.010585168583122199 +Monroe WI,Democrat,9515,19485,43.9451751,-90.6199687,0.4883243520656916 +Monroe WI,Republican,9675,19485,43.9451751,-90.6199687,0.49653579676674364 +Monroe WI,Other,295,19485,43.9451751,-90.6199687,0.015139851167564793 +Oconto WI,Democrat,8865,19859,44.9965754,-88.2065162,0.4463970995518405 +Oconto WI,Republican,10741,19859,44.9965754,-88.2065162,0.5408630847474697 +Oconto WI,Other,253,19859,44.9965754,-88.2065162,0.012739815700689864 +Oneida WI,Democrat,10452,21652,45.7161762,-89.5345333,0.48272676888970995 +Oneida WI,Republican,10917,21652,45.7161762,-89.5345333,0.5042028450027711 +Oneida WI,Other,283,21652,45.7161762,-89.5345333,0.013070386107518936 +Outagamie WI,Democrat,45659,94596,44.4182258,-88.4649883,0.482673685990951 +Outagamie WI,Republican,47372,94596,44.4182258,-88.4649883,0.5007822740919278 +Outagamie WI,Other,1565,94596,44.4182258,-88.4649883,0.01654403991712123 +Ozaukee WI,Democrat,19159,55817,43.3607524,-87.4993036,0.3432466811186556 +Ozaukee WI,Republican,36077,55817,43.3607524,-87.4993036,0.646344303706756 +Ozaukee WI,Other,581,55817,43.3607524,-87.4993036,0.010409015174588388 +Pepin WI,Democrat,1876,3699,44.6274362,-91.8348898,0.5071640984049743 +Pepin WI,Republican,1794,3699,44.6274362,-91.8348898,0.48499594484995945 +Pepin WI,Other,29,3699,44.6274362,-91.8348898,0.007839956745066235 +Pierce WI,Democrat,10235,21020,44.7253365,-92.4262793,0.4869172216936251 +Pierce WI,Republican,10397,21020,44.7253365,-92.4262793,0.49462416745956234 +Pierce WI,Other,388,21020,44.7253365,-92.4262793,0.018458610846812558 +Polk WI,Democrat,10073,22573,45.4620407,-92.447066,0.44624108448146016 +Polk WI,Republican,12094,22573,45.4620407,-92.447066,0.5357728259424976 +Polk WI,Other,406,22573,45.4620407,-92.447066,0.017986089576042176 +Portage WI,Democrat,22075,39337,44.4762457,-89.4980699,0.5611765004957165 +Portage WI,Republican,16615,39337,44.4762457,-89.4980699,0.42237588021455624 +Portage WI,Other,647,39337,44.4762457,-89.4980699,0.01644761928972723 +Price WI,Democrat,3887,7901,45.6790725,-90.3596497,0.49196304265282875 +Price WI,Republican,3884,7901,45.6790725,-90.3596497,0.49158334388052144 +Price WI,Other,130,7901,45.6790725,-90.3596497,0.01645361346664979 +Racine WI,Democrat,53008,103364,42.7541215,-87.4208775,0.5128284509113424 +Racine WI,Republican,49347,103364,42.7541215,-87.4208775,0.477409929956271 +Racine WI,Other,1009,103364,42.7541215,-87.4208775,0.009761619132386518 +Richland WI,Democrat,4969,8655,43.3761994,-90.4356927,0.5741190063547083 +Richland WI,Republican,3573,8655,43.3761994,-90.4356927,0.4128249566724437 +Richland WI,Other,113,8655,43.3761994,-90.4356927,0.013056036972848064 +Rock WI,Democrat,49219,80690,42.6698802,-89.0752844,0.6099764530920808 +Rock WI,Republican,30517,80690,42.6698802,-89.0752844,0.3782005205105961 +Rock WI,Other,954,80690,42.6698802,-89.0752844,0.011823026397323088 +Rusk WI,Democrat,3397,7191,45.472734,-91.1367448,0.4723960506188291 +Rusk WI,Republican,3676,7191,45.472734,-91.1367448,0.5111945487414824 +Rusk WI,Other,118,7191,45.472734,-91.1367448,0.0164094006396885 +Sauk WI,Democrat,18736,31927,43.428001,-89.9433184,0.5868387258433301 +Sauk WI,Republican,12838,31927,43.428001,-89.9433184,0.4021048015786012 +Sauk WI,Other,353,31927,43.428001,-89.9433184,0.011056472578068719 +Sawyer WI,Democrat,4486,9025,45.8649127,-91.1471302,0.49706371191135734 +Sawyer WI,Republican,4442,9025,45.8649127,-91.1471302,0.4921883656509695 +Sawyer WI,Other,97,9025,45.8649127,-91.1471302,0.01074792243767313 +Shawano WI,Democrat,9000,20279,44.7896407,-88.7558134,0.44380886631490707 +Shawano WI,Republican,11022,20279,44.7896407,-88.7558134,0.5435179249469895 +Shawano WI,Other,257,20279,44.7896407,-88.7558134,0.012673208738103457 +Sheboygan WI,Democrat,27918,62651,43.741232,-87.7315164,0.44561140285071266 +Sheboygan WI,Republican,34072,62651,43.741232,-87.7315164,0.5438380871813698 +Sheboygan WI,Other,661,62651,43.741232,-87.7315164,0.010550509967917511 +Taylor WI,Democrat,3763,9512,45.2116558,-90.5048529,0.395605550883095 +Taylor WI,Republican,5601,9512,45.2116558,-90.5048529,0.5888351555929352 +Taylor WI,Other,148,9512,45.2116558,-90.5048529,0.015559293523969722 +Trempealeau WI,Democrat,7605,13481,44.3030501,-91.3588668,0.5641272902603665 +Trempealeau WI,Republican,5707,13481,44.3030501,-91.3588668,0.42333654773384766 +Trempealeau WI,Other,169,13481,44.3030501,-91.3588668,0.01253616200578592 +Vernon WI,Democrat,8044,14269,43.5993661,-90.8219835,0.5637395753031046 +Vernon WI,Republican,5942,14269,43.5993661,-90.8219835,0.41642721984722125 +Vernon WI,Other,283,14269,43.5993661,-90.8219835,0.01983320484967412 +Vilas WI,Democrat,5951,13842,46.049848,-89.501254,0.4299234214708857 +Vilas WI,Republican,7749,13842,46.049848,-89.501254,0.5598179453836151 +Vilas WI,Other,142,13842,46.049848,-89.501254,0.010258633145499206 +Walworth WI,Democrat,22552,52303,42.6681095,-88.5417306,0.4311798558400092 +Walworth WI,Republican,29006,52303,42.6681095,-88.5417306,0.5545762193373229 +Walworth WI,Other,745,52303,42.6681095,-88.5417306,0.014243924822667916 +Washburn WI,Democrat,4447,9287,45.8924885,-91.7964217,0.4788413911919888 +Washburn WI,Republican,4699,9287,45.8924885,-91.7964217,0.5059760956175299 +Washburn WI,Other,141,9287,45.8924885,-91.7964217,0.015182513190481318 +Washington WI,Democrat,23166,78742,43.391156,-88.2329166,0.29420131568921287 +Washington WI,Republican,54765,78742,43.391156,-88.2329166,0.6954992253181276 +Washington WI,Other,811,78742,43.391156,-88.2329166,0.010299458992659572 +Waukesha WI,Democrat,78779,243856,43.0183677,-88.3042404,0.3230554097500164 +Waukesha WI,Republican,162798,243856,43.0183677,-88.3042404,0.6675989108326226 +Waukesha WI,Other,2279,243856,43.0183677,-88.3042404,0.009345679417361065 +Waupaca WI,Democrat,11578,28840,44.4780043,-88.9670053,0.4014563106796116 +Waupaca WI,Republican,17002,28840,44.4780043,-88.9670053,0.5895284327323163 +Waupaca WI,Other,260,28840,44.4780043,-88.9670053,0.009015256588072122 +Waushara WI,Democrat,5335,12048,44.1128231,-89.2397862,0.4428120849933599 +Waushara WI,Republican,6562,12048,44.1128231,-89.2397862,0.5446547144754316 +Waushara WI,Other,151,12048,44.1128231,-89.2397862,0.012533200531208499 +Winnebago WI,Democrat,45449,89173,44.0857068,-88.6681488,0.5096722101981541 +Winnebago WI,Republican,42122,89173,44.0857068,-88.6681488,0.47236271068596997 +Winnebago WI,Other,1602,89173,44.0857068,-88.6681488,0.01796507911587588 +Wood WI,Democrat,18581,38900,44.4614126,-90.0388252,0.4776606683804627 +Wood WI,Republican,19704,38900,44.4614126,-90.0388252,0.5065295629820051 +Wood WI,Other,615,38900,44.4614126,-90.0388252,0.015809768637532133 +Albany WY,Democrat,7458,16300,41.6655141,-105.7218826,0.45754601226993863 +Albany WY,Republican,7866,16300,41.6655141,-105.7218826,0.48257668711656443 +Albany WY,Other,976,16300,41.6655141,-105.7218826,0.059877300613496935 +Campbell WY,Democrat,2163,17571,44.1919995,-105.5170141,0.1231005634283763 +Campbell WY,Republican,14953,17571,44.1919995,-105.5170141,0.851004496044619 +Campbell WY,Other,455,17571,44.1919995,-105.5170141,0.025894940527004723 +Carbon WY,Democrat,2110,6509,41.7035904,-106.9331526,0.3241665386388078 +Carbon WY,Republican,4148,6509,41.7035904,-106.9331526,0.6372714702719312 +Carbon WY,Other,251,6509,41.7035904,-106.9331526,0.038561991089261026 +Converse WY,Democrat,1089,6343,42.9846234,-105.5247521,0.17168532240264858 +Converse WY,Republican,5043,6343,42.9846234,-105.5247521,0.7950496610436701 +Converse WY,Other,211,6343,42.9846234,-105.5247521,0.03326501655368122 +Crook WY,Democrat,426,3685,44.5892657,-104.5672975,0.11560379918588874 +Crook WY,Republican,3109,3685,44.5892657,-104.5672975,0.8436906377204885 +Crook WY,Other,150,3685,44.5892657,-104.5672975,0.0407055630936228 +Fremont WY,Democrat,5333,16939,43.054831,-108.6089349,0.31483558651632326 +Fremont WY,Republican,11075,16939,43.054831,-108.6089349,0.6538166361650629 +Fremont WY,Other,531,16939,43.054831,-108.6089349,0.03134777731861385 +Goshen WY,Democrat,1458,5806,42.0894553,-104.3535403,0.25111953151911814 +Goshen WY,Republican,4178,5806,42.0894553,-104.3535403,0.719600413365484 +Goshen WY,Other,170,5806,42.0894553,-104.3535403,0.029280055115397864 +Johnson WY,Democrat,749,4259,44.0440477,-106.5885406,0.17586287861000235 +Johnson WY,Republican,3363,4259,44.0440477,-106.5885406,0.7896219769899038 +Johnson WY,Other,147,4259,44.0440477,-106.5885406,0.03451514440009392 +Laramie WY,Democrat,14295,39505,41.2928302,-104.660395,0.36185293000885965 +Laramie WY,Republican,23904,39505,41.2928302,-104.660395,0.6050879635489178 +Laramie WY,Other,1306,39505,41.2928302,-104.660395,0.033059106442222506 +Lincoln WY,Democrat,1287,8618,42.2299932,-110.6829614,0.14933859364121607 +Lincoln WY,Republican,7144,8618,42.2299932,-110.6829614,0.8289626363425389 +Lincoln WY,Other,187,8618,42.2299932,-110.6829614,0.021698770016245067 +Natrona WY,Democrat,8961,32373,42.9776447,-106.7682192,0.27680474469465294 +Natrona WY,Republican,22132,32373,42.9776447,-106.7682192,0.6836561331974176 +Natrona WY,Other,1280,32373,42.9776447,-106.7682192,0.039539122107929446 +Niobrara WY,Democrat,200,1276,43.062159,-104.4683727,0.15673981191222572 +Niobrara WY,Republican,1022,1276,43.062159,-104.4683727,0.8009404388714734 +Niobrara WY,Other,54,1276,43.062159,-104.4683727,0.04231974921630094 +Park WY,Democrat,2927,14608,44.4923865,-109.5935975,0.20036966046002191 +Park WY,Republican,11234,14608,44.4923865,-109.5935975,0.7690306681270537 +Park WY,Other,447,14608,44.4923865,-109.5935975,0.030599671412924426 +Platte WY,Democrat,1223,4531,42.1315927,-104.9539626,0.26991834032222467 +Platte WY,Republican,3136,4531,42.1315927,-104.9539626,0.6921209446038402 +Platte WY,Other,172,4531,42.1315927,-104.9539626,0.037960715073935114 +Sheridan WY,Democrat,3618,14322,44.7813692,-106.8812114,0.25261834939254296 +Sheridan WY,Republican,10267,14322,44.7813692,-106.8812114,0.7168691523530233 +Sheridan WY,Other,437,14322,44.7813692,-106.8812114,0.030512498254433737 +Sublette WY,Democrat,767,4376,42.7679284,-109.9161701,0.17527422303473492 +Sublette WY,Republican,3472,4376,42.7679284,-109.9161701,0.793418647166362 +Sublette WY,Other,137,4376,42.7679284,-109.9161701,0.031307129798903106 +Sweetwater WY,Democrat,4774,16895,41.6603282,-108.8756774,0.28256880733944956 +Sweetwater WY,Republican,11428,16895,41.6603282,-108.8756774,0.6764131399822433 +Sweetwater WY,Other,693,16895,41.6603282,-108.8756774,0.041018052678307194 +Teton WY,Democrat,6213,11464,44.048662,-110.426087,0.5419574319609212 +Teton WY,Republican,4858,11464,44.048662,-110.426087,0.4237613398464759 +Teton WY,Other,393,11464,44.048662,-110.426087,0.03428122819260293 +Uinta WY,Democrat,1628,8539,41.2847255,-110.5589468,0.1906546434008666 +Uinta WY,Republican,6615,8539,41.2847255,-110.5589468,0.774680875980794 +Uinta WY,Other,296,8539,41.2847255,-110.5589468,0.034664480618339384 +Washakie WY,Democrat,794,3944,43.8788305,-107.669052,0.2013184584178499 +Washakie WY,Republican,3014,3944,43.8788305,-107.669052,0.7641987829614605 +Washakie WY,Other,136,3944,43.8788305,-107.669052,0.034482758620689655 +Weston WY,Democrat,422,3359,43.8462133,-104.5700202,0.1256326287585591 +Weston WY,Republican,2821,3359,43.8462133,-104.5700202,0.8398332837153915 +Weston WY,Other,116,3359,43.8462133,-104.5700202,0.03453408752604942