setwd("~/Desktop/GEO 460")
r = getOption("repos")
r["CRAN"] = "http://cran.us.r-project.org"
options(repos = r)
library(spdep)
## Loading required package: sp
## Loading required package: spData
## To access larger datasets in this package, install the spDataLarge
## package with: `install.packages('spDataLarge',
## repos='https://nowosad.github.io/drat/', type='source')`
## Loading required package: sf
## Linking to GEOS 3.7.2, GDAL 2.4.2, PROJ 5.2.0
library(classInt)
library(rgdal)
## rgdal: version: 1.4-6, (SVN revision 841)
## Geospatial Data Abstraction Library extensions to R successfully loaded
## Loaded GDAL runtime: GDAL 2.4.2, released 2019/06/28
## Path to GDAL shared files: /Library/Frameworks/R.framework/Versions/3.6/Resources/library/rgdal/gdal
## GDAL binary built with GEOS: FALSE
## Loaded PROJ.4 runtime: Rel. 5.2.0, September 15th, 2018, [PJ_VERSION: 520]
## Path to PROJ.4 shared files: /Library/Frameworks/R.framework/Versions/3.6/Resources/library/rgdal/proj
## Linking to sp version: 1.3-1
library(RColorBrewer)
library(sf)
library(maptools)
## Checking rgeos availability: TRUE
library(gstat)
## Registered S3 method overwritten by 'xts':
## method from
## as.zoo.xts zoo
DealersCounties = read.csv(file="ProjectData.csv")
DealersCounties
## Geographic.Area county subregion Income MoE
## 1 Ohio - Adams County Adams County adams 36.32 2,651
## 2 Ohio - Allen County Allen County allen 47.91 1,708
## 3 Ohio - Ashland County Ashland County ashland 50.89 1,608
## 4 Ohio - Ashtabula County Ashtabula County ashtabula 43.02 1,597
## 5 Ohio - Athens County Athens County athens 37.19 2,008
## 6 Ohio - Auglaize County Auglaize County auglaize 59.52 1,900
## 7 Ohio - Belmont County Belmont County belmont 46.48 1,587
## 8 Ohio - Brown County Brown County brown 49.19 2,984
## 9 Ohio - Butler County Butler County butler 62.19 1,209
## 10 Ohio - Carroll County Carroll County carroll 51.75 3,535
## 11 Ohio - Champaign County Champaign County champaign 54.50 2,126
## 12 Ohio - Clark County Clark County clark 46.28 1,248
## 13 Ohio - Clermont County Clermont County clermont 64.18 1,592
## 14 Ohio - Clinton County Clinton County clinton 50.00 2,050
## 15 Ohio - Columbiana County Columbiana County columbiana 45.50 1,393
## 16 Ohio - Coshocton County Coshocton County coshocton 43.25 2,607
## 17 Ohio - Crawford County Crawford County crawford 41.73 1,070
## 18 Ohio - Cuyahoga County Cuyahoga County cuyahoga 46.72 430
## 19 Ohio - Darke County Darke County darke 50.06 1,661
## 20 Ohio - Defiance County Defiance County defiance 55.30 2,089
## 21 Ohio - Delaware County Delaware County delaware 100.23 2,514
## 22 Ohio - Erie County Erie County erie 51.03 1,456
## 23 Ohio - Fairfield County Fairfield County fairfield 63.42 1,617
## 24 Ohio - Fayette County Fayette County fayette 44.29 2,298
## 25 Ohio - Franklin County Franklin County franklin 56.32 509
## 26 Ohio - Fulton County Fulton County fulton 57.77 2,425
## 27 Ohio - Gallia County Gallia County gallia 42.00 2,864
## 28 Ohio - Geauga County Geauga County geauga 77.10 2,375
## 29 Ohio - Greene County Greene County greene 65.03 1,700
## 30 Ohio - Guernsey County Guernsey County guernsey 42.74 2,537
## 31 Ohio - Hamilton County Hamilton County hamilton 52.39 581
## 32 Ohio - Hancock County Hancock County hancock 52.83 2,001
## 33 Ohio - Hardin County Hardin County hardin 46.40 2,271
## 34 Ohio - Harrison County Harrison County harrison 46.22 2,725
## 35 Ohio - Henry County Henry County henry 58.07 3,117
## 36 Ohio - Highland County Highland County highland 42.33 2,216
## 37 Ohio - Hocking County Hocking County hocking 48.07 3,504
## 38 Ohio - Holmes County Holmes County holmes 58.73 2,576
## 39 Ohio - Huron County Huron County huron 49.71 1,428
## 40 Ohio - Jackson County Jackson County jackson 43.40 2,292
## 41 Ohio - Jefferson County Jefferson County jefferson 43.16 1,770
## 42 Ohio - Knox County Knox County knox 51.21 1,892
## 43 Ohio - Lake County Lake County lake 61.14 1,160
## 44 Ohio - Lawrence County Lawrence County lawrence 45.47 2,272
## 45 Ohio - Licking County Licking County licking 59.75 1,621
## 46 Ohio - Logan County Logan County logan 53.05 1,732
## 47 Ohio - Lorain County Lorain County lorain 54.99 963
## 48 Ohio - Lucas County Lucas County lucas 44.82 790
## 49 Ohio - Madison County Madison County madison 62.90 1,726
## 50 Ohio - Mahoning County Mahoning County mahoning 43.25 939
## 51 Ohio - Marion County Marion County marion 44.71 1,991
## 52 Ohio - Medina County Medina County medina 71.60 1,509
## 53 Ohio - Meigs County Meigs County meigs 42.11 2,658
## 54 Ohio - Mercer County Mercer County mercer 57.05 2,526
## 55 Ohio - Miami County Miami County miami 54.57 1,561
## 56 Ohio - Monroe County Monroe County monroe 43.30 1,915
## 57 Ohio - Montgomery County Montgomery County montgomery 47.05 686
## 58 Ohio - Morgan County Morgan County morgan 40.28 2,601
## 59 Ohio - Morrow County Morrow County morrow 52.77 3,268
## 60 Ohio - Muskingum County Muskingum County muskingum 43.33 1,836
## 61 Ohio - Noble County Noble County noble 42.17 5,489
## 62 Ohio - Ottawa County Ottawa County ottawa 56.19 2,122
## 63 Ohio - Paulding County Paulding County paulding 49.87 2,873
## 64 Ohio - Perry County Perry County perry 46.48 2,387
## 65 Ohio - Pickaway County Pickaway County pickaway 60.31 2,665
## 66 Ohio - Pike County Pike County pike 43.56 3,478
## 67 Ohio - Portage County Portage County portage 53.82 1,220
## 68 Ohio - Preble County Preble County preble 52.66 1,632
## 69 Ohio - Putnam County Putnam County putnam 61.16 2,028
## 70 Ohio - Richland County Richland County richland 44.14 1,267
## 71 Ohio - Ross County Ross County ross 45.79 2,053
## 72 Ohio - Sandusky County Sandusky County sandusky 50.37 1,439
## 73 Ohio - Scioto County Scioto County scioto 38.98 1,851
## 74 Ohio - Seneca County Seneca County seneca 49.15 1,729
## 75 Ohio - Shelby County Shelby County shelby 57.67 2,610
## 76 Ohio - Stark County Stark County stark 50.12 834
## 77 Ohio - Summit County Summit County summit 53.29 806
## 78 Ohio - Trumbull County Trumbull County trumbull 45.38 778
## 79 Ohio - Tuscarawas County Tuscarawas County tuscarawas 49.46 2,069
## 80 Ohio - Union County Union County union 78.85 3,468
## 81 Ohio - Van Wert County Van Wert County van wert 50.97 1,902
## 82 Ohio - Vinton County Vinton County vinton 41.54 3,335
## 83 Ohio - Warren County Warren County warren 79.40 2,054
## 84 Ohio - Washington County Washington County washington 46.02 1,778
## 85 Ohio - Wayne County Wayne County wayne 54.04 1,104
## 86 Ohio - Williams County Williams County williams 47.59 1,733
## 87 Ohio - Wood County Wood County wood 58.03 1,604
## 88 Ohio - Wyandot County Wyandot County wyandot 49.77 2,147
## Dealer
## 1 0
## 2 0
## 3 0
## 4 0
## 5 0
## 6 0
## 7 0
## 8 0
## 9 1
## 10 0
## 11 0
## 12 0
## 13 0
## 14 0
## 15 0
## 16 0
## 17 0
## 18 1
## 19 0
## 20 0
## 21 0
## 22 0
## 23 0
## 24 0
## 25 1
## 26 0
## 27 0
## 28 0
## 29 0
## 30 0
## 31 0
## 32 0
## 33 0
## 34 0
## 35 0
## 36 0
## 37 0
## 38 0
## 39 0
## 40 0
## 41 0
## 42 0
## 43 1
## 44 0
## 45 0
## 46 0
## 47 0
## 48 1
## 49 0
## 50 1
## 51 0
## 52 0
## 53 0
## 54 0
## 55 0
## 56 0
## 57 1
## 58 0
## 59 0
## 60 0
## 61 0
## 62 0
## 63 0
## 64 0
## 65 0
## 66 0
## 67 0
## 68 0
## 69 0
## 70 1
## 71 0
## 72 0
## 73 0
## 74 1
## 75 0
## 76 1
## 77 1
## 78 0
## 79 0
## 80 0
## 81 0
## 82 0
## 83 0
## 84 0
## 85 0
## 86 0
## 87 0
## 88 0
lm(Dealer ~ Income, data = DealersCounties)
##
## Call:
## lm(formula = Dealer ~ Income, data = DealersCounties)
##
## Coefficients:
## (Intercept) Income
## 0.188571 -0.001229
DealersCounties$Income = as.factor(DealersCounties$Income)
lm(Dealer ~ Income, data = DealersCounties)
##
## Call:
## lm(formula = Dealer ~ Income, data = DealersCounties)
##
## Coefficients:
## (Intercept) Income37.19 Income38.98 Income40.28 Income41.54
## -2.145e-15 2.217e-15 2.075e-15 1.732e-15 2.406e-15
## Income41.73 Income42 Income42.11 Income42.17 Income42.33
## 2.216e-15 2.020e-15 2.152e-15 2.741e-15 2.219e-15
## Income42.74 Income43.02 Income43.16 Income43.25 Income43.3
## 2.060e-15 2.308e-15 2.282e-15 5.000e-01 2.412e-15
## Income43.33 Income43.4 Income43.56 Income44.14 Income44.29
## 9.601e-16 2.250e-15 1.609e-15 1.000e+00 2.313e-15
## Income44.71 Income44.82 Income45.38 Income45.47 Income45.5
## 2.447e-15 1.000e+00 2.370e-15 2.442e-15 8.163e-16
## Income45.79 Income46.02 Income46.22 Income46.28 Income46.4
## 2.373e-15 2.305e-15 2.339e-15 2.399e-15 2.282e-15
## Income46.48 Income46.72 Income47.05 Income47.59 Income47.91
## 2.240e-15 1.000e+00 1.000e+00 2.571e-15 2.150e-15
## Income48.07 Income49.15 Income49.19 Income49.46 Income49.71
## 2.358e-15 1.000e+00 2.461e-15 2.414e-15 2.321e-15
## Income49.77 Income49.87 Income50 Income50.06 Income50.12
## 2.315e-15 2.502e-15 9.740e-16 3.952e-15 1.000e+00
## Income50.37 Income50.89 Income50.97 Income51.03 Income51.21
## 2.350e-15 2.529e-15 2.337e-15 7.473e-16 3.166e-15
## Income51.75 Income52.39 Income52.66 Income52.77 Income52.83
## 2.416e-15 2.559e-15 2.383e-15 2.400e-15 6.291e-16
## Income53.05 Income53.29 Income53.82 Income54.04 Income54.5
## 1.755e-15 1.000e+00 2.413e-15 2.448e-15 1.087e-15
## Income54.57 Income54.99 Income55.3 Income56.19 Income56.32
## 2.803e-15 2.373e-15 1.579e-15 2.382e-15 1.000e+00
## Income57.05 Income57.67 Income57.77 Income58.03 Income58.07
## 2.225e-15 2.360e-15 2.367e-15 2.460e-15 2.214e-15
## Income58.73 Income59.52 Income59.75 Income60.31 Income61.14
## 2.551e-15 2.222e-15 2.636e-15 2.319e-15 1.000e+00
## Income61.16 Income62.19 Income62.9 Income63.42 Income64.18
## 2.595e-15 1.000e+00 2.379e-15 2.263e-15 2.035e-15
## Income65.03 Income71.6 Income77.1 Income78.85 Income79.4
## 2.101e-15 2.332e-15 2.064e-15 2.340e-15 2.323e-15
## Income100.23
## 2.198e-15
Q_DealerCounties = read.csv(file = "ProjectData_qual.csv")
Q_DealerCounties
## Geographic.Area County Income MoE Dealer
## 1 Ohio - Adams County Adams County 36,320 2,651 NO
## 2 Ohio - Allen County Allen County 47,905 1,708 NO
## 3 Ohio - Ashland County Ashland County 50,893 1,608 NO
## 4 Ohio - Ashtabula County Ashtabula County 43,017 1,597 NO
## 5 Ohio - Athens County Athens County 37,191 2,008 NO
## 6 Ohio - Auglaize County Auglaize County 59,516 1,900 NO
## 7 Ohio - Belmont County Belmont County 46,484 1,587 NO
## 8 Ohio - Brown County Brown County 49,188 2,984 NO
## 9 Ohio - Butler County Butler County 62,188 1,209 YES
## 10 Ohio - Carroll County Carroll County 51,748 3,535 NO
## 11 Ohio - Champaign County Champaign County 54,495 2,126 NO
## 12 Ohio - Clark County Clark County 46,275 1,248 NO
## 13 Ohio - Clermont County Clermont County 64,183 1,592 NO
## 14 Ohio - Clinton County Clinton County 49,997 2,050 NO
## 15 Ohio - Columbiana County Columbiana County 45,498 1,393 NO
## 16 Ohio - Coshocton County Coshocton County 43,251 2,607 NO
## 17 Ohio - Crawford County Crawford County 41,726 1,070 NO
## 18 Ohio - Cuyahoga County Cuyahoga County 46,720 430 YES
## 19 Ohio - Darke County Darke County 50,064 1,661 NO
## 20 Ohio - Defiance County Defiance County 55,295 2,089 NO
## 21 Ohio - Delaware County Delaware County 100,229 2,514 NO
## 22 Ohio - Erie County Erie County 51,033 1,456 NO
## 23 Ohio - Fairfield County Fairfield County 63,424 1,617 NO
## 24 Ohio - Fayette County Fayette County 44,289 2,298 NO
## 25 Ohio - Franklin County Franklin County 56,319 509 YES
## 26 Ohio - Fulton County Fulton County 57,774 2,425 NO
## 27 Ohio - Gallia County Gallia County 42,002 2,864 NO
## 28 Ohio - Geauga County Geauga County 77,104 2,375 NO
## 29 Ohio - Greene County Greene County 65,032 1,700 NO
## 30 Ohio - Guernsey County Guernsey County 42,744 2,537 NO
## 31 Ohio - Hamilton County Hamilton County 52,389 581 NO
## 32 Ohio - Hancock County Hancock County 52,831 2,001 NO
## 33 Ohio - Hardin County Hardin County 46,404 2,271 NO
## 34 Ohio - Harrison County Harrison County 46,223 2,725 NO
## 35 Ohio - Henry County Henry County 58,070 3,117 NO
## 36 Ohio - Highland County Highland County 42,333 2,216 NO
## 37 Ohio - Hocking County Hocking County 48,073 3,504 NO
## 38 Ohio - Holmes County Holmes County 58,728 2,576 NO
## 39 Ohio - Huron County Huron County 49,710 1,428 NO
## 40 Ohio - Jackson County Jackson County 43,397 2,292 NO
## 41 Ohio - Jefferson County Jefferson County 43,161 1,770 NO
## 42 Ohio - Knox County Knox County 51,211 1,892 NO
## 43 Ohio - Lake County Lake County 61,137 1,160 YES
## 44 Ohio - Lawrence County Lawrence County 45,466 2,272 NO
## 45 Ohio - Licking County Licking County 59,747 1,621 NO
## 46 Ohio - Logan County Logan County 53,051 1,732 NO
## 47 Ohio - Lorain County Lorain County 54,987 963 NO
## 48 Ohio - Lucas County Lucas County 44,820 790 YES
## 49 Ohio - Madison County Madison County 62,897 1,726 NO
## 50 Ohio - Mahoning County Mahoning County 43,251 939 YES
## 51 Ohio - Marion County Marion County 44,708 1,991 NO
## 52 Ohio - Medina County Medina County 71,595 1,509 NO
## 53 Ohio - Meigs County Meigs County 42,105 2,658 NO
## 54 Ohio - Mercer County Mercer County 57,052 2,526 NO
## 55 Ohio - Miami County Miami County 54,568 1,561 NO
## 56 Ohio - Monroe County Monroe County 43,299 1,915 NO
## 57 Ohio - Montgomery County Montgomery County 47,045 686 YES
## 58 Ohio - Morgan County Morgan County 40,276 2,601 NO
## 59 Ohio - Morrow County Morrow County 52,767 3,268 NO
## 60 Ohio - Muskingum County Muskingum County 43,325 1,836 NO
## 61 Ohio - Noble County Noble County 42,171 5,489 NO
## 62 Ohio - Ottawa County Ottawa County 56,193 2,122 NO
## 63 Ohio - Paulding County Paulding County 49,866 2,873 NO
## 64 Ohio - Perry County Perry County 46,477 2,387 NO
## 65 Ohio - Pickaway County Pickaway County 60,314 2,665 NO
## 66 Ohio - Pike County Pike County 43,562 3,478 NO
## 67 Ohio - Portage County Portage County 53,816 1,220 NO
## 68 Ohio - Preble County Preble County 52,661 1,632 NO
## 69 Ohio - Putnam County Putnam County 61,161 2,028 NO
## 70 Ohio - Richland County Richland County 44,138 1,267 YES
## 71 Ohio - Ross County Ross County 45,792 2,053 NO
## 72 Ohio - Sandusky County Sandusky County 50,370 1,439 NO
## 73 Ohio - Scioto County Scioto County 38,978 1,851 NO
## 74 Ohio - Seneca County Seneca County 49,153 1,729 YES
## 75 Ohio - Shelby County Shelby County 57,673 2,610 NO
## 76 Ohio - Stark County Stark County 50,117 834 YES
## 77 Ohio - Summit County Summit County 53,291 806 YES
## 78 Ohio - Trumbull County Trumbull County 45,380 778 NO
## 79 Ohio - Tuscarawas County Tuscarawas County 49,460 2,069 NO
## 80 Ohio - Union County Union County 78,848 3,468 NO
## 81 Ohio - Van Wert County Van Wert County 50,974 1,902 NO
## 82 Ohio - Vinton County Vinton County 41,541 3,335 NO
## 83 Ohio - Warren County Warren County 79,397 2,054 NO
## 84 Ohio - Washington County Washington County 46,021 1,778 NO
## 85 Ohio - Wayne County Wayne County 54,037 1,104 NO
## 86 Ohio - Williams County Williams County 47,593 1,733 NO
## 87 Ohio - Wood County Wood County 58,033 1,604 NO
## 88 Ohio - Wyandot County Wyandot County 49,767 2,147 NO
Q_DealerCounties$Dealer = as.factor(Q_DealerCounties$Dealer)
QualReg =lm(Dealer ~ Income, data = Q_DealerCounties)
## Warning in model.response(mf, "numeric"): using type = "numeric" with a
## factor response will be ignored
## Warning in Ops.factor(y, z$residuals): '-' not meaningful for factors
DealersCountiesOnes = read.csv(file="ProjectDataOnes.csv")
DealersCountiesOnes
## Geographic.Area county Income MoE Dealer
## 1 Ohio - Adams County Adams County 36,320 2,651 0
## 2 Ohio - Allen County Allen County 47,905 1,708 0
## 3 Ohio - Ashland County Ashland County 50,893 1,608 0
## 4 Ohio - Ashtabula County Ashtabula County 43,017 1,597 0
## 5 Ohio - Athens County Athens County 37,191 2,008 0
## 6 Ohio - Auglaize County Auglaize County 59,516 1,900 0
## 7 Ohio - Belmont County Belmont County 46,484 1,587 0
## 8 Ohio - Brown County Brown County 49,188 2,984 0
## 9 Ohio - Butler County Butler County 62,188 1,209 0
## 10 Ohio - Carroll County Carroll County 51,748 3,535 0
## 11 Ohio - Champaign County Champaign County 54,495 2,126 0
## 12 Ohio - Clark County Clark County 46,275 1,248 0
## 13 Ohio - Clermont County Clermont County 64,183 1,592 0
## 14 Ohio - Clinton County Clinton County 49,997 2,050 0
## 15 Ohio - Columbiana County Columbiana County 45,498 1,393 0
## 16 Ohio - Coshocton County Coshocton County 43,251 2,607 0
## 17 Ohio - Crawford County Crawford County 41,726 1,070 0
## 18 Ohio - Cuyahoga County Cuyahoga County 46,720 430 1
## 19 Ohio - Darke County Darke County 50,064 1,661 0
## 20 Ohio - Defiance County Defiance County 55,295 2,089 0
## 21 Ohio - Delaware County Delaware County 100,229 2,514 0
## 22 Ohio - Erie County Erie County 51,033 1,456 0
## 23 Ohio - Fairfield County Fairfield County 63,424 1,617 0
## 24 Ohio - Fayette County Fayette County 44,289 2,298 0
## 25 Ohio - Franklin County Franklin County 56,319 509 1
## 26 Ohio - Fulton County Fulton County 57,774 2,425 0
## 27 Ohio - Gallia County Gallia County 42,002 2,864 0
## 28 Ohio - Geauga County Geauga County 77,104 2,375 0
## 29 Ohio - Greene County Greene County 65,032 1,700 0
## 30 Ohio - Guernsey County Guernsey County 42,744 2,537 0
## 31 Ohio - Hamilton County Hamilton County 52,389 581 0
## 32 Ohio - Hancock County Hancock County 52,831 2,001 0
## 33 Ohio - Hardin County Hardin County 46,404 2,271 0
## 34 Ohio - Harrison County Harrison County 46,223 2,725 0
## 35 Ohio - Henry County Henry County 58,070 3,117 0
## 36 Ohio - Highland County Highland County 42,333 2,216 0
## 37 Ohio - Hocking County Hocking County 48,073 3,504 0
## 38 Ohio - Holmes County Holmes County 58,728 2,576 0
## 39 Ohio - Huron County Huron County 49,710 1,428 0
## 40 Ohio - Jackson County Jackson County 43,397 2,292 0
## 41 Ohio - Jefferson County Jefferson County 43,161 1,770 0
## 42 Ohio - Knox County Knox County 51,211 1,892 0
## 43 Ohio - Lake County Lake County 61,137 1,160 1
## 44 Ohio - Lawrence County Lawrence County 45,466 2,272 0
## 45 Ohio - Licking County Licking County 59,747 1,621 0
## 46 Ohio - Logan County Logan County 53,051 1,732 0
## 47 Ohio - Lorain County Lorain County 54,987 963 0
## 48 Ohio - Lucas County Lucas County 44,820 790 1
## 49 Ohio - Madison County Madison County 62,897 1,726 0
## 50 Ohio - Mahoning County Mahoning County 43,251 939 1
## 51 Ohio - Marion County Marion County 44,708 1,991 0
## 52 Ohio - Medina County Medina County 71,595 1,509 0
## 53 Ohio - Meigs County Meigs County 42,105 2,658 0
## 54 Ohio - Mercer County Mercer County 57,052 2,526 0
## 55 Ohio - Miami County Miami County 54,568 1,561 0
## 56 Ohio - Monroe County Monroe County 43,299 1,915 0
## 57 Ohio - Montgomery County Montgomery County 47,045 686 1
## 58 Ohio - Morgan County Morgan County 40,276 2,601 0
## 59 Ohio - Morrow County Morrow County 52,767 3,268 0
## 60 Ohio - Muskingum County Muskingum County 43,325 1,836 0
## 61 Ohio - Noble County Noble County 42,171 5,489 0
## 62 Ohio - Ottawa County Ottawa County 56,193 2,122 0
## 63 Ohio - Paulding County Paulding County 49,866 2,873 0
## 64 Ohio - Perry County Perry County 46,477 2,387 0
## 65 Ohio - Pickaway County Pickaway County 60,314 2,665 0
## 66 Ohio - Pike County Pike County 43,562 3,478 0
## 67 Ohio - Portage County Portage County 53,816 1,220 0
## 68 Ohio - Preble County Preble County 52,661 1,632 0
## 69 Ohio - Putnam County Putnam County 61,161 2,028 0
## 70 Ohio - Richland County Richland County 44,138 1,267 1
## 71 Ohio - Ross County Ross County 45,792 2,053 0
## 72 Ohio - Sandusky County Sandusky County 50,370 1,439 0
## 73 Ohio - Scioto County Scioto County 38,978 1,851 0
## 74 Ohio - Seneca County Seneca County 49,153 1,729 1
## 75 Ohio - Shelby County Shelby County 57,673 2,610 0
## 76 Ohio - Stark County Stark County 50,117 834 1
## 77 Ohio - Summit County Summit County 53,291 806 1
## 78 Ohio - Trumbull County Trumbull County 45,380 778 0
## 79 Ohio - Tuscarawas County Tuscarawas County 49,460 2,069 0
## 80 Ohio - Union County Union County 78,848 3,468 0
## 81 Ohio - Van Wert County Van Wert County 50,974 1,902 0
## 82 Ohio - Vinton County Vinton County 41,541 3,335 0
## 83 Ohio - Warren County Warren County 79,397 2,054 0
## 84 Ohio - Washington County Washington County 46,021 1,778 0
## 85 Ohio - Wayne County Wayne County 54,037 1,104 0
## 86 Ohio - Williams County Williams County 47,593 1,733 0
## 87 Ohio - Wood County Wood County 58,033 1,604 0
## 88 Ohio - Wyandot County Wyandot County 49,767 2,147 0
DealersCountiesOnes$Dealer = as.numeric(as.factor(DealersCountiesOnes$Dealer))
lm(Dealer ~ Income, data = DealersCountiesOnes)
##
## Call:
## lm(formula = Dealer ~ Income, data = DealersCountiesOnes)
##
## Coefficients:
## (Intercept) Income36,320 Income37,191 Income38,978 Income40,276
## 1.000e+00 3.899e-15 1.948e-15 1.575e-15 1.561e-15
## Income41,541 Income41,726 Income42,002 Income42,105 Income42,171
## 2.700e-15 1.956e-15 2.071e-15 1.642e-15 2.246e-15
## Income42,333 Income42,744 Income43,017 Income43,161 Income43,251
## 1.885e-15 1.867e-15 2.466e-15 1.996e-15 5.000e-01
## Income43,299 Income43,325 Income43,397 Income43,562 Income44,138
## 3.447e-15 1.961e-15 4.954e-16 1.780e-15 1.000e+00
## Income44,289 Income44,708 Income44,820 Income45,380 Income45,466
## 1.816e-15 1.657e-15 1.000e+00 1.932e-15 2.933e-15
## Income45,498 Income45,792 Income46,021 Income46,223 Income46,275
## 4.447e-15 1.561e-15 2.013e-15 1.824e-15 2.109e-15
## Income46,404 Income46,477 Income46,484 Income46,720 Income47,045
## 1.882e-15 1.923e-15 1.813e-15 1.000e+00 1.000e+00
## Income47,593 Income47,905 Income48,073 Income49,153 Income49,188
## 1.954e-15 1.461e-15 2.169e-15 1.000e+00 1.998e-15
## Income49,460 Income49,710 Income49,767 Income49,866 Income49,997
## 1.967e-15 1.442e-15 2.790e-15 -4.500e-16 1.733e-15
## Income50,064 Income50,117 Income50,370 Income50,893 Income50,974
## 2.085e-15 1.000e+00 2.069e-15 2.226e-15 2.171e-15
## Income51,033 Income51,211 Income51,748 Income52,389 Income52,661
## 2.379e-15 1.962e-15 1.606e-15 1.894e-15 2.010e-15
## Income52,767 Income52,831 Income53,051 Income53,291 Income53,816
## 1.965e-15 2.039e-15 2.003e-15 1.000e+00 1.916e-15
## Income54,037 Income54,495 Income54,568 Income54,987 Income55,295
## 1.956e-15 1.984e-15 1.570e-15 1.549e-15 6.824e-16
## Income56,193 Income56,319 Income57,052 Income57,673 Income57,774
## 2.001e-15 1.000e+00 1.347e-15 1.978e-15 1.990e-15
## Income58,033 Income58,070 Income58,728 Income59,516 Income59,747
## 1.973e-15 3.323e-15 1.791e-15 1.216e-15 2.102e-15
## Income60,314 Income61,137 Income61,161 Income62,188 Income62,897
## 2.051e-15 1.000e+00 2.002e-15 2.389e-15 2.073e-15
## Income63,424 Income64,183 Income65,032 Income71,595 Income77,104
## -6.430e-16 1.882e-15 1.659e-15 1.996e-15 1.772e-15
## Income78,848 Income79,397
## 2.011e-15 1.965e-15
summary(lm(Dealer ~ Income, data = DealersCountiesOnes))
##
## Call:
## lm(formula = Dealer ~ Income, data = DealersCountiesOnes)
##
## Residuals:
## 1 2 3 4 5 6
## -1.726e-17 -1.095e-16 2.344e-17 -1.553e-18 -1.601e-18 -9.419e-18
## 7 8 9 10 11 12
## -1.722e-18 4.519e-18 -7.764e-17 3.102e-17 -3.103e-17 -2.086e-17
## 13 14 15 16 17 18
## 1.655e-17 8.419e-18 -7.305e-16 -5.000e-01 -2.043e-18 1.738e-19
## 19 20 21 22 23 24
## -2.064e-17 1.041e-18 1.956e-15 -4.163e-18 -1.804e-17 -3.018e-17
## 25 26 27 28 29 30
## -3.296e-18 -8.500e-18 -1.933e-18 1.145e-17 -1.023e-17 -1.702e-18
## 31 32 33 34 35 36
## -1.891e-17 9.715e-18 5.378e-18 8.847e-18 2.099e-17 -1.881e-18
## 37 38 39 40 41 42
## -1.561e-18 -3.192e-17 -6.935e-19 1.145e-17 -1.657e-18 -9.367e-18
## 43 44 45 46 47 48
## 2.099e-17 -6.935e-19 -3.539e-17 2.793e-17 -2.324e-17 -9.367e-18
## 49 50 51 52 53 54
## -5.013e-17 5.000e-01 -5.898e-18 2.186e-17 -2.357e-18 -5.898e-18
## 55 56 57 58 59 60
## 7.980e-18 -1.132e-15 1.041e-18 -1.465e-18 4.234e-16 1.041e-18
## 61 62 63 64 65 66
## -2.616e-18 6.245e-18 -1.561e-18 1.738e-19 -1.594e-16 4.511e-18
## 67 68 69 70 71 72
## -5.030e-18 -1.561e-18 8.847e-18 -4.163e-18 -4.163e-18 -4.163e-18
## 73 74 75 76 77 78
## -2.085e-18 -4.163e-18 1.738e-19 -2.428e-18 -2.279e-16 1.041e-18
## 79 80 81 82 83 84
## -2.428e-18 1.738e-19 1.485e-16 -1.477e-18 7.113e-18 1.738e-19
## 85 86 87 88
## 4.511e-18 -3.296e-18 -3.296e-18 -2.428e-18
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.000e+00 7.071e-01 1.414 0.392
## Income36,320 3.898e-15 1.000e+00 0.000 1.000
## Income37,191 1.948e-15 1.000e+00 0.000 1.000
## Income38,978 1.575e-15 1.000e+00 0.000 1.000
## Income40,276 1.561e-15 1.000e+00 0.000 1.000
## Income41,541 2.700e-15 1.000e+00 0.000 1.000
## Income41,726 1.957e-15 1.000e+00 0.000 1.000
## Income42,002 2.071e-15 1.000e+00 0.000 1.000
## Income42,105 1.642e-15 1.000e+00 0.000 1.000
## Income42,171 2.246e-15 1.000e+00 0.000 1.000
## Income42,333 1.885e-15 1.000e+00 0.000 1.000
## Income42,744 1.867e-15 1.000e+00 0.000 1.000
## Income43,017 2.466e-15 1.000e+00 0.000 1.000
## Income43,161 1.996e-15 1.000e+00 0.000 1.000
## Income43,251 5.000e-01 8.660e-01 0.577 0.667
## Income43,299 3.448e-15 1.000e+00 0.000 1.000
## Income43,325 1.961e-15 1.000e+00 0.000 1.000
## Income43,397 4.954e-16 1.000e+00 0.000 1.000
## Income43,562 1.780e-15 1.000e+00 0.000 1.000
## Income44,138 1.000e+00 1.000e+00 1.000 0.500
## Income44,289 1.816e-15 1.000e+00 0.000 1.000
## Income44,708 1.657e-15 1.000e+00 0.000 1.000
## Income44,820 1.000e+00 1.000e+00 1.000 0.500
## Income45,380 1.932e-15 1.000e+00 0.000 1.000
## Income45,466 2.933e-15 1.000e+00 0.000 1.000
## Income45,498 4.447e-15 1.000e+00 0.000 1.000
## Income45,792 1.561e-15 1.000e+00 0.000 1.000
## Income46,021 2.013e-15 1.000e+00 0.000 1.000
## Income46,223 1.824e-15 1.000e+00 0.000 1.000
## Income46,275 2.109e-15 1.000e+00 0.000 1.000
## Income46,404 1.882e-15 1.000e+00 0.000 1.000
## Income46,477 1.922e-15 1.000e+00 0.000 1.000
## Income46,484 1.813e-15 1.000e+00 0.000 1.000
## Income46,720 1.000e+00 1.000e+00 1.000 0.500
## Income47,045 1.000e+00 1.000e+00 1.000 0.500
## Income47,593 1.954e-15 1.000e+00 0.000 1.000
## Income47,905 1.461e-15 1.000e+00 0.000 1.000
## Income48,073 2.169e-15 1.000e+00 0.000 1.000
## Income49,153 1.000e+00 1.000e+00 1.000 0.500
## Income49,188 1.998e-15 1.000e+00 0.000 1.000
## Income49,460 1.967e-15 1.000e+00 0.000 1.000
## Income49,710 1.442e-15 1.000e+00 0.000 1.000
## Income49,767 2.790e-15 1.000e+00 0.000 1.000
## Income49,866 -4.500e-16 1.000e+00 0.000 1.000
## Income49,997 1.733e-15 1.000e+00 0.000 1.000
## Income50,064 2.085e-15 1.000e+00 0.000 1.000
## Income50,117 1.000e+00 1.000e+00 1.000 0.500
## Income50,370 2.069e-15 1.000e+00 0.000 1.000
## Income50,893 2.226e-15 1.000e+00 0.000 1.000
## Income50,974 2.171e-15 1.000e+00 0.000 1.000
## Income51,033 2.379e-15 1.000e+00 0.000 1.000
## Income51,211 1.962e-15 1.000e+00 0.000 1.000
## Income51,748 1.606e-15 1.000e+00 0.000 1.000
## Income52,389 1.894e-15 1.000e+00 0.000 1.000
## Income52,661 2.010e-15 1.000e+00 0.000 1.000
## Income52,767 1.965e-15 1.000e+00 0.000 1.000
## Income52,831 2.039e-15 1.000e+00 0.000 1.000
## Income53,051 2.003e-15 1.000e+00 0.000 1.000
## Income53,291 1.000e+00 1.000e+00 1.000 0.500
## Income53,816 1.916e-15 1.000e+00 0.000 1.000
## Income54,037 1.956e-15 1.000e+00 0.000 1.000
## Income54,495 1.984e-15 1.000e+00 0.000 1.000
## Income54,568 1.570e-15 1.000e+00 0.000 1.000
## Income54,987 1.549e-15 1.000e+00 0.000 1.000
## Income55,295 6.824e-16 1.000e+00 0.000 1.000
## Income56,193 2.001e-15 1.000e+00 0.000 1.000
## Income56,319 1.000e+00 1.000e+00 1.000 0.500
## Income57,052 1.347e-15 1.000e+00 0.000 1.000
## Income57,673 1.978e-15 1.000e+00 0.000 1.000
## Income57,774 1.990e-15 1.000e+00 0.000 1.000
## Income58,033 1.973e-15 1.000e+00 0.000 1.000
## Income58,070 3.323e-15 1.000e+00 0.000 1.000
## Income58,728 1.791e-15 1.000e+00 0.000 1.000
## Income59,516 1.216e-15 1.000e+00 0.000 1.000
## Income59,747 2.102e-15 1.000e+00 0.000 1.000
## Income60,314 2.051e-15 1.000e+00 0.000 1.000
## Income61,137 1.000e+00 1.000e+00 1.000 0.500
## Income61,161 2.002e-15 1.000e+00 0.000 1.000
## Income62,188 2.389e-15 1.000e+00 0.000 1.000
## Income62,897 2.073e-15 1.000e+00 0.000 1.000
## Income63,424 -6.430e-16 1.000e+00 0.000 1.000
## Income64,183 1.882e-15 1.000e+00 0.000 1.000
## Income65,032 1.659e-15 1.000e+00 0.000 1.000
## Income71,595 1.996e-15 1.000e+00 0.000 1.000
## Income77,104 1.772e-15 1.000e+00 0.000 1.000
## Income78,848 2.011e-15 1.000e+00 0.000 1.000
## Income79,397 1.965e-15 1.000e+00 0.000 1.000
##
## Residual standard error: 0.7071 on 1 degrees of freedom
## Multiple R-squared: 0.9436, Adjusted R-squared: -3.908
## F-statistic: 0.1945 on 86 and 1 DF, p-value: 0.9741
DealersOnlyCounties = read.csv(file = "ProjectDataDealerOnly.csv")
DealersOnlyCounties
## Geographic.Area County Income MoE Dealer
## 1 Ohio - Cuyahoga County Cuyahoga County 46,720 430 1
## 2 Ohio - Franklin County Franklin County 56,319 509 1
## 3 Ohio - Lake County Lake County 61,137 1,160 1
## 4 Ohio - Lucas County Lucas County 44,820 790 1
## 5 Ohio - Mahoning County Mahoning County 43,251 939 1
## 6 Ohio - Montgomery County Montgomery County 47,045 686 1
## 7 Ohio - Richland County Richland County 44,138 1,267 1
## 8 Ohio - Seneca County Seneca County 49,153 1,729 1
## 9 Ohio - Stark County Stark County 50,117 834 1
## 10 Ohio - Summit County Summit County 53,291 806 1
DealersOnlyCounties$Dealer = as.factor(DealersOnlyCounties$Dealer)
lm(Dealer ~ Income, data = DealersOnlyCounties)
## Warning in model.response(mf, "numeric"): using type = "numeric" with a
## factor response will be ignored
## Warning in Ops.factor(y, z$residuals): '-' not meaningful for factors
##
## Call:
## lm(formula = Dealer ~ Income, data = DealersOnlyCounties)
##
## Coefficients:
## (Intercept) Income44,138 Income44,820 Income46,720 Income47,045
## 1 0 0 0 0
## Income49,153 Income50,117 Income53,291 Income56,319 Income61,137
## 0 0 0 0 0
summary(lm(Dealer ~ Income, data = DealersOnlyCounties))
## Warning in model.response(mf, "numeric"): using type = "numeric" with a
## factor response will be ignored
## Warning in model.response(mf, "numeric"): '-' not meaningful for factors
## Warning in Ops.factor(r, 2): '^' not meaningful for factors
##
## Call:
## lm(formula = Dealer ~ Income, data = DealersOnlyCounties)
##
## Residuals:
## ALL 10 residuals are 0: no residual degrees of freedom!
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1 NA NA NA
## Income44,138 0 NA NA NA
## Income44,820 0 NA NA NA
## Income46,720 0 NA NA NA
## Income47,045 0 NA NA NA
## Income49,153 0 NA NA NA
## Income50,117 0 NA NA NA
## Income53,291 0 NA NA NA
## Income56,319 0 NA NA NA
## Income61,137 0 NA NA NA
##
## Residual standard error: NA on 0 degrees of freedom
## Multiple R-squared: NA, Adjusted R-squared: NA
## F-statistic: NA on 9 and 0 DF, p-value: NA
FranklinDealers = read.csv(file = "FranklinDealersIncome.csv")
FranklinDealers
## Brand Zipcode Lat Long FID City
## 1 Porsche Franklin County, OH 39.98510 -82.87047 1 Columbus
## 2 Porsche Franklin County, OH 40.10036 -83.15100 2 Dublin
## 3 Mercedes Franklin County, OH 40.05711 -82.91770 3 Columbus
## 4 Mercedes Franklin County, OH 40.10071 -83.15586 4 Dublin
## 5 Jaguar Franklin County, OH 40.10010 -83.14581 5 Dublin
## 6 Jaguar Franklin County, OH 40.05773 -82.91614 6 Columbus
## 7 BMW Franklin County, OH 40.10071 -83.14843 7 Dublin
## 8 BMW Franklin County, OH 40.06022 -82.90586 8 Dublin
## 9 Audi Franklin County, OH 39.98389 -82.87049 9 Columbus
## 10 Audi Franklin County, OH 40.09994 -83.14931 10 Dublin
## 11 Lexus Franklin County, OH 40.09803 -83.09448 11 Dublin
## 12 Lexus Franklin County, OH 40.05368 -82.91812 12 Dublin
## 13 Land Rover Franklin County, OH 40.10010 -83.14581 13 Dublin
## 14 Land Rover Franklin County, OH 40.05773 -82.91614 14 Columbus
## CityIncome
## 1 51708
## 2 128916
## 3 51708
## 4 128916
## 5 128916
## 6 51708
## 7 128916
## 8 128916
## 9 51708
## 10 128916
## 11 128916
## 12 128916
## 13 128916
## 14 51708
FranklinDealers$Brand = as.factor(FranklinDealers$Brand)
lm(CityIncome ~ Brand, data = FranklinDealers)
##
## Call:
## lm(formula = CityIncome ~ Brand, data = FranklinDealers)
##
## Coefficients:
## (Intercept) BrandBMW BrandJaguar BrandLand Rover
## 9.031e+04 3.860e+04 -1.438e-12 -7.190e-12
## BrandLexus BrandMercedes BrandPorsche
## 3.860e+04 -6.301e-12 0.000e+00
summary(lm(CityIncome ~ Brand, data = FranklinDealers))
##
## Call:
## lm(formula = CityIncome ~ Brand, data = FranklinDealers)
##
## Residuals:
## Min 1Q Median 3Q Max
## -38604 -38604 0 38604 38604
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 9.031e+04 3.263e+04 2.768 0.0278 *
## BrandBMW 3.860e+04 4.614e+04 0.837 0.4304
## BrandJaguar -1.438e-12 4.614e+04 0.000 1.0000
## BrandLand Rover -7.190e-12 4.614e+04 0.000 1.0000
## BrandLexus 3.860e+04 4.614e+04 0.837 0.4304
## BrandMercedes -6.301e-12 4.614e+04 0.000 1.0000
## BrandPorsche 0.000e+00 4.614e+04 0.000 1.0000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 46140 on 7 degrees of freedom
## Multiple R-squared: 0.2222, Adjusted R-squared: -0.4444
## F-statistic: 0.3333 on 6 and 7 DF, p-value: 0.8991
library(ggplot2)
library(ggmap)
## Google's Terms of Service: https://cloud.google.com/maps-platform/terms/.
## Please cite ggmap if you use it! See citation("ggmap") for details.
library(maps)
library(mapdata)
library(maptools)
library(ggthemes)
usa = map_data("county") # get basic map data for all USA counties
oh = subset(usa, region == "ohio") # subset to counties in Ohio
names(oh)
## [1] "long" "lat" "group" "order" "region" "subregion"
p1 = ggplot() + geom_polygon(data = oh, aes(x = long, y = lat),
fill = "white", color = "black") + ggtitle("a") # bad
p2 = ggplot() + geom_polygon(data = oh, aes(x = long, y = lat,
group = group), fill = "white", color = "black") + ggtitle("b") # a basic map
p3 = ggplot() + geom_polygon(data = oh, aes(x = long, y = lat,
group = group), fill = "white", color = "black") + coord_fixed(1.3) +
ggtitle("c") # a basic map
p4 = ggplot() + geom_polygon(data = oh, aes(x = long, y = lat,
group = group, fill = subregion), color = "black", alpha = 0.3) +
coord_fixed(1.3) + guides(fill = FALSE) + ggtitle("d") # a colored map
library(patchwork)
p1 + p2 + p3 + p4 + plot_layout(ncol = 2)
DealersCounties = read.csv(file="ProjectData.csv")
colnames(DealersCounties)
## [1] "Geographic.Area" "county" "subregion" "Income"
## [5] "MoE" "Dealer"
colnames(oh)
## [1] "long" "lat" "group" "order" "region" "subregion"
library(sp)
getLabelPoint <- # Returns a county-named list of label points
function(county) {Polygon(county[c('long', 'lat')])@labpt}
my.df = merge(oh, DealersCounties)
my.df
## subregion long lat group order region
## 1 adams -83.66902 39.02989 2012 59960 ohio
## 2 adams -83.56590 39.02989 2012 59961 ohio
## 3 adams -83.37109 39.06426 2012 59962 ohio
## 4 adams -83.30806 39.06426 2012 59963 ohio
## 5 adams -83.30233 39.05280 2012 59964 ohio
## 6 adams -83.25649 39.01842 2012 59965 ohio
## 7 adams -83.25076 38.64027 2012 59966 ohio
## 8 adams -83.29087 38.62309 2012 59967 ohio
## 9 adams -83.31953 38.64027 2012 59968 ohio
## 10 adams -83.37109 38.67465 2012 59969 ohio
## 11 adams -83.44557 38.69184 2012 59970 ohio
## 12 adams -83.52579 38.71476 2012 59971 ohio
## 13 adams -83.61746 38.69757 2012 59972 ohio
## 14 adams -83.64611 38.66319 2012 59973 ohio
## 15 adams -83.66902 38.65173 2012 59974 ohio
## 16 adams -83.70913 38.66319 2012 59975 ohio
## 17 adams -83.66902 39.02989 2012 59976 ohio
## 18 allen -83.88102 40.82897 2013 59978 ohio
## 19 allen -83.88102 40.64563 2013 59979 ohio
## 20 allen -84.11593 40.65136 2013 59980 ohio
## 21 allen -84.11593 40.66282 2013 59981 ohio
## 22 allen -84.23053 40.66282 2013 59982 ohio
## 23 allen -84.23053 40.69146 2013 59983 ohio
## 24 allen -84.39668 40.68000 2013 59984 ohio
## 25 allen -84.40241 40.82324 2013 59985 ohio
## 26 allen -84.35085 40.82324 2013 59986 ohio
## 27 allen -84.35085 40.85762 2013 59987 ohio
## 28 allen -84.11593 40.86908 2013 59988 ohio
## 29 allen -84.11593 40.90919 2013 59989 ohio
## 30 allen -83.99561 40.91492 2013 59990 ohio
## 31 allen -83.99561 40.93211 2013 59991 ohio
## 32 allen -83.88102 40.92637 2013 59992 ohio
## 33 allen -83.88102 40.82897 2013 59993 ohio
## 34 ashland -82.12777 41.00659 2014 59995 ohio
## 35 ashland -82.12777 40.68000 2014 59996 ohio
## 36 ashland -82.22517 40.68000 2014 59997 ohio
## 37 ashland -82.22517 40.58260 2014 59998 ohio
## 38 ashland -82.33404 40.56541 2014 59999 ohio
## 39 ashland -82.33404 40.73730 2014 60000 ohio
## 40 ashland -82.38560 40.74876 2014 60001 ohio
## 41 ashland -82.38560 40.80605 2014 60002 ohio
## 42 ashland -82.40279 40.81752 2014 60003 ohio
## 43 ashland -82.40852 40.82897 2014 60004 ohio
## 44 ashland -82.40852 41.00659 2014 60005 ohio
## 45 ashland -82.43716 41.00659 2014 60006 ohio
## 46 ashland -82.43143 41.08107 2014 60007 ohio
## 47 ashland -82.34549 41.08107 2014 60008 ohio
## 48 ashland -82.16788 41.07534 2014 60009 ohio
## 49 ashland -82.16788 41.00659 2014 60010 ohio
## 50 ashland -82.12777 41.00659 2014 60011 ohio
## 51 ashtabula -80.52922 41.83738 2015 60013 ohio
## 52 ashtabula -80.52922 41.49934 2015 60014 ohio
## 53 ashtabula -81.00478 41.50506 2015 60015 ohio
## 54 ashtabula -81.01051 41.73425 2015 60016 ohio
## 55 ashtabula -81.00478 41.86030 2015 60017 ohio
## 56 ashtabula -80.93602 41.87175 2015 60018 ohio
## 57 ashtabula -80.82716 41.89467 2015 60019 ohio
## 58 ashtabula -80.73549 41.92905 2015 60020 ohio
## 59 ashtabula -80.64381 41.95197 2015 60021 ohio
## 60 ashtabula -80.53494 41.96916 2015 60022 ohio
## 61 ashtabula -80.52922 41.83738 2015 60023 ohio
## 62 athens -81.73243 39.22469 2016 60025 ohio
## 63 athens -81.74962 39.19032 2016 60026 ohio
## 64 athens -82.27101 39.21323 2016 60027 ohio
## 65 athens -82.25955 39.29345 2016 60028 ohio
## 66 athens -82.29393 39.30490 2016 60029 ohio
## 67 athens -82.28247 39.39658 2016 60030 ohio
## 68 athens -82.27101 39.48825 2016 60031 ohio
## 69 athens -82.16788 39.48252 2016 60032 ohio
## 70 athens -82.16215 39.56846 2016 60033 ohio
## 71 athens -82.04756 39.56846 2016 60034 ohio
## 72 athens -82.05901 39.47106 2016 60035 ohio
## 73 athens -81.83556 39.46533 2016 60036 ohio
## 74 athens -81.84702 39.33928 2016 60037 ohio
## 75 athens -81.82983 39.33928 2016 60038 ohio
## 76 athens -81.82983 39.32209 2016 60039 ohio
## 77 athens -81.81264 39.32209 2016 60040 ohio
## 78 athens -81.80692 39.29345 2016 60041 ohio
## 79 athens -81.72097 39.28772 2016 60042 ohio
## 80 athens -81.73243 39.22469 2016 60043 ohio
## 81 auglaize -83.87529 40.53676 2017 60045 ohio
## 82 auglaize -83.98988 40.54249 2017 60046 ohio
## 83 auglaize -83.98988 40.48520 2017 60047 ohio
## 84 auglaize -84.35085 40.48520 2017 60048 ohio
## 85 auglaize -84.35085 40.38206 2017 60049 ohio
## 86 auglaize -84.44252 40.38206 2017 60050 ohio
## 87 auglaize -84.44252 40.35915 2017 60051 ohio
## 88 auglaize -84.45971 40.35342 2017 60052 ohio
## 89 auglaize -84.46544 40.68000 2017 60053 ohio
## 90 auglaize -84.39668 40.68000 2017 60054 ohio
## 91 auglaize -84.23053 40.69146 2017 60055 ohio
## 92 auglaize -84.23053 40.66282 2017 60056 ohio
## 93 auglaize -84.11593 40.66282 2017 60057 ohio
## 94 auglaize -84.11593 40.65136 2017 60058 ohio
## 95 auglaize -83.88102 40.64563 2017 60059 ohio
## 96 auglaize -83.87529 40.53676 2017 60060 ohio
## 97 belmont -80.70683 40.16434 2018 60062 ohio
## 98 belmont -80.75267 40.07267 2018 60063 ohio
## 99 belmont -80.74694 40.04402 2018 60064 ohio
## 100 belmont -80.74694 40.03829 2018 60065 ohio
## 101 belmont -80.76413 39.97527 2018 60066 ohio
## 102 belmont -80.76986 39.94089 2018 60067 ohio
## 103 belmont -80.80997 39.92943 2018 60068 ohio
## 104 belmont -80.81570 39.91224 2018 60069 ohio
## 105 belmont -80.80424 39.88932 2018 60070 ohio
## 106 belmont -80.82716 39.86067 2018 60071 ohio
## 107 belmont -81.22823 39.88359 2018 60072 ohio
## 108 belmont -81.22823 39.96381 2018 60073 ohio
## 109 belmont -81.22250 40.18726 2018 60074 ohio
## 110 belmont -80.87299 40.17580 2018 60075 ohio
## 111 belmont -80.76413 40.16434 2018 60076 ohio
## 112 belmont -80.75840 40.17580 2018 60077 ohio
## 113 belmont -80.70683 40.16434 2018 60078 ohio
## 114 brown -83.66902 39.02989 2019 60080 ohio
## 115 brown -83.70913 38.66319 2019 60081 ohio
## 116 brown -83.76643 38.67465 2019 60082 ohio
## 117 brown -83.83518 38.72049 2019 60083 ohio
## 118 brown -83.86956 38.76060 2019 60084 ohio
## 119 brown -83.90395 38.77205 2019 60085 ohio
## 120 brown -83.92686 38.77778 2019 60086 ohio
## 121 brown -83.96696 38.80070 2019 60087 ohio
## 122 brown -84.05291 38.79497 2019 60088 ohio
## 123 brown -83.99561 39.26480 2019 60089 ohio
## 124 brown -83.88102 39.25907 2019 60090 ohio
## 125 brown -83.89821 39.02989 2019 60091 ohio
## 126 brown -83.66902 39.02989 2019 60092 ohio
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## 128 butler -84.82067 39.57420 2020 60095 ohio
## 129 butler -84.48262 39.57993 2020 60096 ohio
## 130 butler -84.48262 39.59711 2020 60097 ohio
## 131 butler -84.35085 39.59711 2020 60098 ohio
## 132 butler -84.35085 39.56274 2020 60099 ohio
## 133 butler -84.33366 39.56274 2020 60100 ohio
## 134 butler -84.34512 39.29345 2020 60101 ohio
## 135 butler -84.55138 39.31636 2020 60102 ohio
## 136 butler -84.82067 39.31063 2020 60103 ohio
## 137 butler -84.82067 39.52836 2020 60104 ohio
## 138 carroll -80.85580 40.61125 2021 60106 ohio
## 139 carroll -80.85580 40.56541 2021 60107 ohio
## 140 carroll -80.90737 40.56541 2021 60108 ohio
## 141 carroll -80.90737 40.47947 2021 60109 ohio
## 142 carroll -80.93602 40.47947 2021 60110 ohio
## 143 carroll -80.93602 40.43936 2021 60111 ohio
## 144 carroll -81.26833 40.45082 2021 60112 ohio
## 145 carroll -81.25687 40.57687 2021 60113 ohio
## 146 carroll -81.31990 40.58260 2021 60114 ohio
## 147 carroll -81.31417 40.66854 2021 60115 ohio
## 148 carroll -81.23969 40.66854 2021 60116 ohio
## 149 carroll -81.23969 40.73730 2021 60117 ohio
## 150 carroll -81.20531 40.73730 2021 60118 ohio
## 151 carroll -81.19958 40.73730 2021 60119 ohio
## 152 carroll -81.07925 40.73730 2021 60120 ohio
## 153 carroll -80.90163 40.73730 2021 60121 ohio
## 154 carroll -80.90737 40.65709 2021 60122 ohio
## 155 carroll -80.85007 40.65136 2021 60123 ohio
## 156 carroll -80.85580 40.61125 2021 60124 ohio
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## 158 champaign -83.51433 40.01537 2022 60127 ohio
## 159 champaign -84.02998 40.04975 2022 60128 ohio
## 160 champaign -84.02426 40.18726 2022 60129 ohio
## 161 champaign -84.01853 40.27893 2022 60130 ohio
## 162 champaign -83.79507 40.26747 2022 60131 ohio
## 163 champaign -83.78362 40.26175 2022 60132 ohio
## 164 champaign -83.55444 40.24456 2022 60133 ohio
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## 166 champaign -83.50860 40.11851 2022 60135 ohio
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## 175 clark -83.94405 39.84922 2023 60145 ohio
## 176 clark -84.05864 39.85494 2023 60146 ohio
## 177 clark -84.05291 39.88359 2023 60147 ohio
## 178 clark -84.02998 40.04975 2023 60148 ohio
## 179 clark -83.51433 40.01537 2023 60149 ohio
## 180 clermont -84.01280 39.26480 2024 60151 ohio
## 181 clermont -83.99561 39.26480 2024 60152 ohio
## 182 clermont -84.05291 38.79497 2024 60153 ohio
## 183 clermont -84.08729 38.79497 2024 60154 ohio
## 184 clermont -84.15604 38.81216 2024 60155 ohio
## 185 clermont -84.23053 38.83508 2024 60156 ohio
## 186 clermont -84.23053 38.86946 2024 60157 ohio
## 187 clermont -84.23053 38.89238 2024 60158 ohio
## 188 clermont -84.25344 38.93248 2024 60159 ohio
## 189 clermont -84.28209 38.97259 2024 60160 ohio
## 190 clermont -84.29928 39.00124 2024 60161 ohio
## 191 clermont -84.31075 39.02415 2024 60162 ohio
## 192 clermont -84.29928 39.17885 2024 60163 ohio
## 193 clermont -84.28209 39.20750 2024 60164 ohio
## 194 clermont -84.28209 39.21896 2024 60165 ohio
## 195 clermont -84.30501 39.22469 2024 60166 ohio
## 196 clermont -84.31075 39.23042 2024 60167 ohio
## 197 clermont -84.30501 39.23615 2024 60168 ohio
## 198 clermont -84.27637 39.25334 2024 60169 ohio
## 199 clermont -84.25917 39.27053 2024 60170 ohio
## 200 clermont -84.25344 39.27626 2024 60171 ohio
## 201 clermont -84.01280 39.26480 2024 60172 ohio
## 202 clinton -83.99561 39.26480 2025 60174 ohio
## 203 clinton -84.01280 39.26480 2025 60175 ohio
## 204 clinton -83.97842 39.57993 2025 60176 ohio
## 205 clinton -83.65757 39.55128 2025 60177 ohio
## 206 clinton -83.56017 39.54554 2025 60178 ohio
## 207 clinton -83.58308 39.38512 2025 60179 ohio
## 208 clinton -83.79507 39.27053 2025 60180 ohio
## 209 clinton -83.79507 39.24761 2025 60181 ohio
## 210 clinton -83.81227 39.23615 2025 60182 ohio
## 211 clinton -83.82373 39.23615 2025 60183 ohio
## 212 clinton -83.82373 39.25907 2025 60184 ohio
## 213 clinton -83.88102 39.25907 2025 60185 ohio
## 214 clinton -83.99561 39.26480 2025 60186 ohio
## 215 columbiana -80.85580 40.61125 2026 60188 ohio
## 216 columbiana -80.85007 40.65136 2026 60189 ohio
## 217 columbiana -80.90737 40.65709 2026 60190 ohio
## 218 columbiana -80.90163 40.73730 2026 60191 ohio
## 219 columbiana -81.07925 40.73730 2026 60192 ohio
## 220 columbiana -81.07925 40.91492 2026 60193 ohio
## 221 columbiana -80.88445 40.91492 2026 60194 ohio
## 222 columbiana -80.88445 40.94357 2026 60195 ohio
## 223 columbiana -80.80997 40.93784 2026 60196 ohio
## 224 columbiana -80.80424 40.91492 2026 60197 ohio
## 225 columbiana -80.51203 40.90919 2026 60198 ohio
## 226 columbiana -80.51203 40.85762 2026 60199 ohio
## 227 columbiana -80.51776 40.64563 2026 60200 ohio
## 228 columbiana -80.55787 40.63990 2026 60201 ohio
## 229 columbiana -80.62089 40.63417 2026 60202 ohio
## 230 columbiana -80.66100 40.61698 2026 60203 ohio
## 231 columbiana -80.66673 40.60552 2026 60204 ohio
## 232 columbiana -80.67245 40.58833 2026 60205 ohio
## 233 columbiana -80.73549 40.59979 2026 60206 ohio
## 234 columbiana -80.73549 40.61125 2026 60207 ohio
## 235 columbiana -80.85580 40.61125 2026 60208 ohio
## 236 coshocton -82.20226 40.25029 2027 60210 ohio
## 237 coshocton -82.17934 40.47374 2027 60211 ohio
## 238 coshocton -81.70378 40.45082 2027 60212 ohio
## 239 coshocton -81.70951 40.38780 2027 60213 ohio
## 240 coshocton -81.61211 40.38206 2027 60214 ohio
## 241 coshocton -81.62357 40.23883 2027 60215 ohio
## 242 coshocton -81.66940 40.24456 2027 60216 ohio
## 243 coshocton -81.66940 40.16434 2027 60217 ohio
## 244 coshocton -81.71524 40.16434 2027 60218 ohio
## 245 coshocton -82.19080 40.18726 2027 60219 ohio
## 246 coshocton -82.17934 40.25029 2027 60220 ohio
## 247 coshocton -82.20226 40.25029 2027 60221 ohio
## 248 crawford -82.84969 40.71438 2028 60223 ohio
## 249 crawford -83.10753 40.71438 2028 60224 ohio
## 250 crawford -83.10180 40.79460 2028 60225 ohio
## 251 crawford -83.10180 40.80605 2028 60226 ohio
## 252 crawford -83.10180 40.83470 2028 60227 ohio
## 253 crawford -83.10180 40.82897 2028 60228 ohio
## 254 crawford -83.10753 41.00086 2028 60229 ohio
## 255 crawford -82.85542 41.00086 2028 60230 ohio
## 256 crawford -82.84969 41.01232 2028 60231 ohio
## 257 crawford -82.83251 41.00659 2028 60232 ohio
## 258 crawford -82.72365 41.00659 2028 60233 ohio
## 259 crawford -82.72365 40.72584 2028 60234 ohio
## 260 crawford -82.84969 40.73157 2028 60235 ohio
## 261 crawford -82.84969 40.71438 2028 60236 ohio
## 262 cuyahoga -81.96162 41.50506 2029 60238 ohio
## 263 cuyahoga -81.88140 41.49360 2029 60239 ohio
## 264 cuyahoga -81.85275 41.49360 2029 60240 ohio
## 265 cuyahoga -81.77827 41.49934 2029 60241 ohio
## 266 cuyahoga -81.74389 41.51079 2029 60242 ohio
## 267 cuyahoga -81.66940 41.52798 2029 60243 ohio
## 268 cuyahoga -81.56054 41.60247 2029 60244 ohio
## 269 cuyahoga -81.48032 41.64257 2029 60245 ohio
## 270 cuyahoga -81.48032 41.59101 2029 60246 ohio
## 271 cuyahoga -81.38866 41.58527 2029 60247 ohio
## 272 cuyahoga -81.39439 41.47068 2029 60248 ohio
## 273 cuyahoga -81.37147 41.47068 2029 60249 ohio
## 274 cuyahoga -81.37147 41.44777 2029 60250 ohio
## 275 cuyahoga -81.38866 41.44777 2029 60251 ohio
## 276 cuyahoga -81.39439 41.36755 2029 60252 ohio
## 277 cuyahoga -81.59492 41.37328 2029 60253 ohio
## 278 cuyahoga -81.55482 41.29307 2029 60254 ohio
## 279 cuyahoga -81.67513 41.28734 2029 60255 ohio
## 280 cuyahoga -81.86994 41.29307 2029 60256 ohio
## 281 cuyahoga -81.86994 41.36755 2029 60257 ohio
## 282 cuyahoga -81.97307 41.36755 2029 60258 ohio
## 283 cuyahoga -81.96162 41.50506 2029 60259 ohio
## 284 darke -84.43106 40.20445 2030 60261 ohio
## 285 darke -84.43106 39.92943 2030 60262 ohio
## 286 darke -84.48836 39.91797 2030 60263 ohio
## 287 darke -84.82067 39.92943 2030 60264 ohio
## 288 darke -84.82067 40.01537 2030 60265 ohio
## 289 darke -84.81494 40.31331 2030 60266 ohio
## 290 darke -84.81494 40.35342 2030 60267 ohio
## 291 darke -84.45971 40.35342 2030 60268 ohio
## 292 darke -84.44252 40.35915 2030 60269 ohio
## 293 darke -84.43106 40.20445 2030 60270 ohio
## 294 defiance -84.35085 41.17274 2031 60272 ohio
## 295 defiance -84.35085 41.21858 2031 60273 ohio
## 296 defiance -84.45971 41.22431 2031 60274 ohio
## 297 defiance -84.46544 41.25869 2031 60275 ohio
## 298 defiance -84.80348 41.25869 2031 60276 ohio
## 299 defiance -84.80348 41.28161 2031 60277 ohio
## 300 defiance -84.79775 41.43058 2031 60278 ohio
## 301 defiance -84.34512 41.43058 2031 60279 ohio
## 302 defiance -84.23625 41.43058 2031 60280 ohio
## 303 defiance -84.23625 41.17274 2031 60281 ohio
## 304 defiance -84.35085 41.17274 2031 60282 ohio
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## 306 delaware -82.74657 40.14143 2032 60285 ohio
## 307 delaware -83.17055 40.15288 2032 60286 ohio
## 308 delaware -83.17055 40.25602 2032 60287 ohio
## 309 delaware -83.24504 40.26175 2032 60288 ohio
## 310 delaware -83.24504 40.45082 2032 60289 ohio
## 311 delaware -83.02158 40.43363 2032 60290 ohio
## 312 delaware -83.01585 40.43363 2032 60291 ohio
## 313 delaware -82.92418 40.42790 2032 60292 ohio
## 314 delaware -82.92418 40.37061 2032 60293 ohio
## 315 delaware -82.72938 40.37061 2032 60294 ohio
## 316 delaware -82.73511 40.29612 2032 60295 ohio
## 317 erie -82.34549 41.31026 2033 60297 ohio
## 318 erie -82.83823 41.30453 2033 60298 ohio
## 319 erie -82.84396 41.43058 2033 60299 ohio
## 320 erie -82.86689 41.43058 2033 60300 ohio
## 321 erie -82.82678 41.47068 2033 60301 ohio
## 322 erie -82.78094 41.47642 2033 60302 ohio
## 323 erie -82.74084 41.47642 2033 60303 ohio
## 324 erie -82.71791 41.47642 2033 60304 ohio
## 325 erie -82.69500 41.48787 2033 60305 ohio
## 326 erie -82.67207 41.48787 2033 60306 ohio
## 327 erie -82.63770 41.44777 2033 60307 ohio
## 328 erie -82.50020 41.39620 2033 60308 ohio
## 329 erie -82.46581 41.39620 2033 60309 ohio
## 330 erie -82.37415 41.43058 2033 60310 ohio
## 331 erie -82.35122 41.43058 2033 60311 ohio
## 332 erie -82.34549 41.31026 2033 60312 ohio
## 333 fairfield -82.75802 39.94089 2034 60314 ohio
## 334 fairfield -82.45436 39.92943 2034 60315 ohio
## 335 fairfield -82.46581 39.84349 2034 60316 ohio
## 336 fairfield -82.39133 39.83775 2034 60317 ohio
## 337 fairfield -82.39706 39.75181 2034 60318 ohio
## 338 fairfield -82.36842 39.75181 2034 60319 ohio
## 339 fairfield -82.37415 39.66014 2034 60320 ohio
## 340 fairfield -82.47727 39.66587 2034 60321 ohio
## 341 fairfield -82.48300 39.61430 2034 60322 ohio
## 342 fairfield -82.60332 39.61430 2034 60323 ohio
## 343 fairfield -82.60332 39.56846 2034 60324 ohio
## 344 fairfield -82.71219 39.57993 2034 60325 ohio
## 345 fairfield -82.71791 39.56274 2034 60326 ohio
## 346 fairfield -82.82678 39.56846 2034 60327 ohio
## 347 fairfield -82.81532 39.79765 2034 60328 ohio
## 348 fairfield -82.80959 39.83775 2034 60329 ohio
## 349 fairfield -82.78667 39.84349 2034 60330 ohio
## 350 fairfield -82.78094 39.92370 2034 60331 ohio
## 351 fairfield -82.79813 39.92370 2034 60332 ohio
## 352 fairfield -82.79813 39.94662 2034 60333 ohio
## 353 fairfield -82.75802 39.94089 2034 60334 ohio
## 354 fayette -83.65757 39.55128 2035 60336 ohio
## 355 fayette -83.64611 39.71743 2035 60337 ohio
## 356 fayette -83.24504 39.70024 2035 60338 ohio
## 357 fayette -83.26222 39.51690 2035 60339 ohio
## 358 fayette -83.30806 39.45961 2035 60340 ohio
## 359 fayette -83.36536 39.38512 2035 60341 ohio
## 360 fayette -83.58308 39.38512 2035 60342 ohio
## 361 fayette -83.56017 39.54554 2035 60343 ohio
## 362 fayette -83.65757 39.55128 2035 60344 ohio
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## 364 franklin -82.75802 39.94089 2036 60347 ohio
## 365 franklin -82.79813 39.94662 2036 60348 ohio
## 366 franklin -82.79813 39.92370 2036 60349 ohio
## 367 franklin -82.78094 39.92370 2036 60350 ohio
## 368 franklin -82.78667 39.84349 2036 60351 ohio
## 369 franklin -82.80959 39.83775 2036 60352 ohio
## 370 franklin -82.81532 39.79765 2036 60353 ohio
## 371 franklin -83.23931 39.81483 2036 60354 ohio
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## 373 franklin -83.21638 39.92943 2036 60356 ohio
## 374 franklin -83.24504 39.95808 2036 60357 ohio
## 375 franklin -83.25076 39.98672 2036 60358 ohio
## 376 franklin -83.25649 40.03256 2036 60359 ohio
## 377 franklin -83.25076 40.06121 2036 60360 ohio
## 378 franklin -83.20493 40.06121 2036 60361 ohio
## 379 franklin -83.20493 40.10704 2036 60362 ohio
## 380 franklin -83.17055 40.11851 2036 60363 ohio
## 381 franklin -83.17055 40.15288 2036 60364 ohio
## 382 franklin -82.74657 40.14143 2036 60365 ohio
## 383 fulton -83.89248 41.49360 2037 60367 ohio
## 384 fulton -84.34512 41.48787 2037 60368 ohio
## 385 fulton -84.33939 41.52225 2037 60369 ohio
## 386 fulton -84.37376 41.52798 2037 60370 ohio
## 387 fulton -84.37376 41.63111 2037 60371 ohio
## 388 fulton -84.39668 41.63111 2037 60372 ohio
## 389 fulton -84.40241 41.72279 2037 60373 ohio
## 390 fulton -84.36803 41.72279 2037 60374 ohio
## 391 fulton -83.88675 41.73997 2037 60375 ohio
## 392 fulton -83.88102 41.63111 2037 60376 ohio
## 393 fulton -83.89248 41.63111 2037 60377 ohio
## 394 fulton -83.89248 41.49360 2037 60378 ohio
## 395 gallia -82.56895 38.85800 2038 60380 ohio
## 396 gallia -82.57468 38.86946 2038 60381 ohio
## 397 gallia -82.45436 38.86373 2038 60382 ohio
## 398 gallia -82.42570 39.04707 2038 60383 ohio
## 399 gallia -82.31685 39.03561 2038 60384 ohio
## 400 gallia -82.31685 39.02989 2038 60385 ohio
## 401 gallia -82.08193 39.00124 2038 60386 ohio
## 402 gallia -82.11631 38.97259 2038 60387 ohio
## 403 gallia -82.13923 38.91529 2038 60388 ohio
## 404 gallia -82.15069 38.85227 2038 60389 ohio
## 405 gallia -82.21944 38.81216 2038 60390 ohio
## 406 gallia -82.21944 38.77778 2038 60391 ohio
## 407 gallia -82.20226 38.73195 2038 60392 ohio
## 408 gallia -82.20226 38.68038 2038 60393 ohio
## 409 gallia -82.19653 38.61736 2038 60394 ohio
## 410 gallia -82.21371 38.60590 2038 60395 ohio
## 411 gallia -82.27674 38.60017 2038 60396 ohio
## 412 gallia -82.28820 38.58871 2038 60397 ohio
## 413 gallia -82.35695 38.60017 2038 60398 ohio
## 414 gallia -82.35122 38.69184 2038 60399 ohio
## 415 gallia -82.46581 38.69757 2038 60400 ohio
## 416 gallia -82.46581 38.75486 2038 60401 ohio
## 417 gallia -82.48300 38.76060 2038 60402 ohio
## 418 gallia -82.48300 38.78924 2038 60403 ohio
## 419 gallia -82.57468 38.79497 2038 60404 ohio
## 420 gallia -82.56895 38.85800 2038 60405 ohio
## 421 geauga -81.00478 41.50506 2039 60407 ohio
## 422 geauga -81.00478 41.36755 2039 60408 ohio
## 423 geauga -81.39439 41.36755 2039 60409 ohio
## 424 geauga -81.38866 41.44777 2039 60410 ohio
## 425 geauga -81.37147 41.44777 2039 60411 ohio
## 426 geauga -81.37147 41.47068 2039 60412 ohio
## 427 geauga -81.39439 41.47068 2039 60413 ohio
## 428 geauga -81.38866 41.58527 2039 60414 ohio
## 429 geauga -81.29698 41.58527 2039 60415 ohio
## 430 geauga -81.29125 41.65976 2039 60416 ohio
## 431 geauga -81.10218 41.66549 2039 60417 ohio
## 432 geauga -81.09645 41.73425 2039 60418 ohio
## 433 geauga -81.01051 41.73425 2039 60419 ohio
## 434 geauga -81.00478 41.50506 2039 60420 ohio
## 435 greene -83.64038 39.78046 2040 60422 ohio
## 436 greene -83.64611 39.71743 2040 60423 ohio
## 437 greene -83.65757 39.55128 2040 60424 ohio
## 438 greene -83.97842 39.57993 2040 60425 ohio
## 439 greene -84.12740 39.58566 2040 60426 ohio
## 440 greene -84.09875 39.84349 2040 60427 ohio
## 441 greene -84.05864 39.84349 2040 60428 ohio
## 442 greene -84.05864 39.85494 2040 60429 ohio
## 443 greene -83.94405 39.84922 2040 60430 ohio
## 444 greene -83.94405 39.83203 2040 60431 ohio
## 445 greene -83.82945 39.82630 2040 60432 ohio
## 446 greene -83.82945 39.80338 2040 60433 ohio
## 447 greene -83.73779 39.79765 2040 60434 ohio
## 448 greene -83.73779 39.78619 2040 60435 ohio
## 449 greene -83.64038 39.78046 2040 60436 ohio
## 450 guernsey -81.22823 39.96381 2041 60438 ohio
## 451 guernsey -81.37147 39.96381 2041 60439 ohio
## 452 guernsey -81.37147 39.92943 2041 60440 ohio
## 453 guernsey -81.45168 39.92943 2041 60441 ohio
## 454 guernsey -81.45741 39.91224 2041 60442 ohio
## 455 guernsey -81.57200 39.91224 2041 60443 ohio
## 456 guernsey -81.57773 39.85494 2041 60444 ohio
## 457 guernsey -81.69232 39.84922 2041 60445 ohio
## 458 guernsey -81.68659 39.94662 2041 60446 ohio
## 459 guernsey -81.72097 39.94662 2041 60447 ohio
## 460 guernsey -81.71524 40.16434 2041 60448 ohio
## 461 guernsey -81.66940 40.16434 2041 60449 ohio
## 462 guernsey -81.66940 40.24456 2041 60450 ohio
## 463 guernsey -81.62357 40.23883 2041 60451 ohio
## 464 guernsey -81.33709 40.22164 2041 60452 ohio
## 465 guernsey -81.33136 40.19299 2041 60453 ohio
## 466 guernsey -81.22250 40.18726 2041 60454 ohio
## 467 guernsey -81.22823 39.96381 2041 60455 ohio
## 468 hamilton -84.25344 39.27626 2042 60457 ohio
## 469 hamilton -84.25917 39.27053 2042 60458 ohio
## 470 hamilton -84.27637 39.25334 2042 60459 ohio
## 471 hamilton -84.30501 39.23615 2042 60460 ohio
## 472 hamilton -84.31075 39.23042 2042 60461 ohio
## 473 hamilton -84.30501 39.22469 2042 60462 ohio
## 474 hamilton -84.28209 39.21896 2042 60463 ohio
## 475 hamilton -84.28209 39.20750 2042 60464 ohio
## 476 hamilton -84.29928 39.17885 2042 60465 ohio
## 477 hamilton -84.31075 39.02415 2042 60466 ohio
## 478 hamilton -84.34512 39.04134 2042 60467 ohio
## 479 hamilton -84.39095 39.06426 2042 60468 ohio
## 480 hamilton -84.41960 39.08145 2042 60469 ohio
## 481 hamilton -84.43106 39.11010 2042 60470 ohio
## 482 hamilton -84.45398 39.12156 2042 60471 ohio
## 483 hamilton -84.47690 39.12156 2042 60472 ohio
## 484 hamilton -84.51128 39.10437 2042 60473 ohio
## 485 hamilton -84.56857 39.08718 2042 60474 ohio
## 486 hamilton -84.62587 39.08145 2042 60475 ohio
## 487 hamilton -84.66597 39.09291 2042 60476 ohio
## 488 hamilton -84.71181 39.11010 2042 60477 ohio
## 489 hamilton -84.74619 39.13302 2042 60478 ohio
## 490 hamilton -84.78056 39.13302 2042 60479 ohio
## 491 hamilton -84.82067 39.11583 2042 60480 ohio
## 492 hamilton -84.82067 39.31063 2042 60481 ohio
## 493 hamilton -84.55138 39.31636 2042 60482 ohio
## 494 hamilton -84.34512 39.29345 2042 60483 ohio
## 495 hamilton -84.25344 39.29345 2042 60484 ohio
## 496 hamilton -84.25344 39.27626 2042 60485 ohio
## 497 hancock -83.51433 40.82897 2043 60487 ohio
## 498 hancock -83.88102 40.82897 2043 60488 ohio
## 499 hancock -83.88102 40.92637 2043 60489 ohio
## 500 hancock -83.88102 41.17274 2043 60490 ohio
## 501 hancock -83.42265 41.17847 2043 60491 ohio
## 502 hancock -83.41692 41.00086 2043 60492 ohio
## 503 hancock -83.46849 41.00659 2043 60493 ohio
## 504 hancock -83.46849 40.96648 2043 60494 ohio
## 505 hancock -83.48568 40.96648 2043 60495 ohio
## 506 hancock -83.49141 40.91492 2043 60496 ohio
## 507 hancock -83.51433 40.91492 2043 60497 ohio
## 508 hancock -83.51433 40.82897 2043 60498 ohio
## 509 hardin -83.88102 40.64563 2044 60500 ohio
## 510 hardin -83.88102 40.82897 2044 60501 ohio
## 511 hardin -83.51433 40.82897 2044 60502 ohio
## 512 hardin -83.49141 40.82897 2044 60503 ohio
## 513 hardin -83.49141 40.71438 2044 60504 ohio
## 514 hardin -83.43411 40.71438 2044 60505 ohio
## 515 hardin -83.43411 40.69719 2044 60506 ohio
## 516 hardin -83.42265 40.69719 2044 60507 ohio
## 517 hardin -83.41692 40.51957 2044 60508 ohio
## 518 hardin -83.52006 40.50812 2044 60509 ohio
## 519 hardin -83.69195 40.53676 2044 60510 ohio
## 520 hardin -83.87529 40.53676 2044 60511 ohio
## 521 hardin -83.88102 40.64563 2044 60512 ohio
## 522 harrison -81.22250 40.18726 2045 60514 ohio
## 523 harrison -81.33136 40.19299 2045 60515 ohio
## 524 harrison -81.33709 40.22164 2045 60516 ohio
## 525 harrison -81.33136 40.31904 2045 60517 ohio
## 526 harrison -81.27979 40.31904 2045 60518 ohio
## 527 harrison -81.26833 40.45082 2045 60519 ohio
## 528 harrison -80.93602 40.43936 2045 60520 ohio
## 529 harrison -80.85580 40.43936 2045 60521 ohio
## 530 harrison -80.87299 40.17580 2045 60522 ohio
## 531 harrison -81.22250 40.18726 2045 60523 ohio
## 532 henry -84.34512 41.48787 2046 60525 ohio
## 533 henry -83.89248 41.49360 2046 60526 ohio
## 534 henry -83.88675 41.43058 2046 60527 ohio
## 535 henry -83.88102 41.17274 2046 60528 ohio
## 536 henry -84.23625 41.17274 2046 60529 ohio
## 537 henry -84.23625 41.43058 2046 60530 ohio
## 538 henry -84.34512 41.43058 2046 60531 ohio
## 539 henry -84.34512 41.48787 2046 60532 ohio
## 540 highland -83.34817 39.20750 2047 60534 ohio
## 541 highland -83.37109 39.06426 2047 60535 ohio
## 542 highland -83.56590 39.02989 2047 60536 ohio
## 543 highland -83.66902 39.02989 2047 60537 ohio
## 544 highland -83.89821 39.02989 2047 60538 ohio
## 545 highland -83.88102 39.25907 2047 60539 ohio
## 546 highland -83.82373 39.25907 2047 60540 ohio
## 547 highland -83.82373 39.23615 2047 60541 ohio
## 548 highland -83.81227 39.23615 2047 60542 ohio
## 549 highland -83.79507 39.24761 2047 60543 ohio
## 550 highland -83.79507 39.27053 2047 60544 ohio
## 551 highland -83.58308 39.38512 2047 60545 ohio
## 552 highland -83.36536 39.38512 2047 60546 ohio
## 553 highland -83.37109 39.36793 2047 60547 ohio
## 554 highland -83.38255 39.33928 2047 60548 ohio
## 555 highland -83.38828 39.29345 2047 60549 ohio
## 556 highland -83.39400 39.28772 2047 60550 ohio
## 557 highland -83.38255 39.25907 2047 60551 ohio
## 558 highland -83.37109 39.25907 2047 60552 ohio
## 559 highland -83.35963 39.26480 2047 60553 ohio
## 560 highland -83.34817 39.26480 2047 60554 ohio
## 561 highland -83.34817 39.25907 2047 60555 ohio
## 562 highland -83.34817 39.20750 2047 60556 ohio
## 563 hocking -82.72365 39.47106 2048 60558 ohio
## 564 hocking -82.71791 39.56274 2048 60559 ohio
## 565 hocking -82.71219 39.57993 2048 60560 ohio
## 566 hocking -82.60332 39.56846 2048 60561 ohio
## 567 hocking -82.60332 39.61430 2048 60562 ohio
## 568 hocking -82.48300 39.61430 2048 60563 ohio
## 569 hocking -82.47727 39.66587 2048 60564 ohio
## 570 hocking -82.37415 39.66014 2048 60565 ohio
## 571 hocking -82.37415 39.60857 2048 60566 ohio
## 572 hocking -82.26527 39.60284 2048 60567 ohio
## 573 hocking -82.26527 39.57993 2048 60568 ohio
## 574 hocking -82.16215 39.56846 2048 60569 ohio
## 575 hocking -82.16788 39.48252 2048 60570 ohio
## 576 hocking -82.27101 39.48825 2048 60571 ohio
## 577 hocking -82.28247 39.39658 2048 60572 ohio
## 578 hocking -82.50020 39.40804 2048 60573 ohio
## 579 hocking -82.50593 39.38512 2048 60574 ohio
## 580 hocking -82.62051 39.39085 2048 60575 ohio
## 581 hocking -82.62624 39.37366 2048 60576 ohio
## 582 hocking -82.73511 39.37939 2048 60577 ohio
## 583 hocking -82.72365 39.47106 2048 60578 ohio
## 584 holmes -82.12777 40.68000 2049 60580 ohio
## 585 holmes -81.64648 40.68000 2049 60581 ohio
## 586 holmes -81.64648 40.65136 2049 60582 ohio
## 587 holmes -81.66940 40.65136 2049 60583 ohio
## 588 holmes -81.66940 40.64563 2049 60584 ohio
## 589 holmes -81.66940 40.63990 2049 60585 ohio
## 590 holmes -81.65794 40.63990 2049 60586 ohio
## 591 holmes -81.66367 40.46228 2049 60587 ohio
## 592 holmes -81.70378 40.45082 2049 60588 ohio
## 593 holmes -82.17934 40.47374 2049 60589 ohio
## 594 holmes -82.17361 40.58833 2049 60590 ohio
## 595 holmes -82.22517 40.58260 2049 60591 ohio
## 596 holmes -82.22517 40.68000 2049 60592 ohio
## 597 holmes -82.12777 40.68000 2049 60593 ohio
## 598 huron -82.43716 41.00659 2050 60595 ohio
## 599 huron -82.72365 41.00659 2050 60596 ohio
## 600 huron -82.83251 41.00659 2050 60597 ohio
## 601 huron -82.83823 41.25869 2050 60598 ohio
## 602 huron -82.83823 41.30453 2050 60599 ohio
## 603 huron -82.34549 41.31026 2050 60600 ohio
## 604 huron -82.34549 41.08107 2050 60601 ohio
## 605 huron -82.43143 41.08107 2050 60602 ohio
## 606 huron -82.43716 41.00659 2050 60603 ohio
## 607 jackson -82.75230 39.22469 2051 60605 ohio
## 608 jackson -82.63770 39.21896 2051 60606 ohio
## 609 jackson -82.64343 39.20750 2051 60607 ohio
## 610 jackson -82.52311 39.19604 2051 60608 ohio
## 611 jackson -82.52311 39.15593 2051 60609 ohio
## 612 jackson -82.40852 39.15021 2051 60610 ohio
## 613 jackson -82.42570 39.04707 2051 60611 ohio
## 614 jackson -82.45436 38.86373 2051 60612 ohio
## 615 jackson -82.57468 38.86946 2051 60613 ohio
## 616 jackson -82.56895 38.85800 2051 60614 ohio
## 617 jackson -82.64343 38.86373 2051 60615 ohio
## 618 jackson -82.75230 38.87519 2051 60616 ohio
## 619 jackson -82.74657 38.94967 2051 60617 ohio
## 620 jackson -82.79813 38.96113 2051 60618 ohio
## 621 jackson -82.77522 39.17885 2051 60619 ohio
## 622 jackson -82.75230 39.17885 2051 60620 ohio
## 623 jackson -82.75230 39.22469 2051 60621 ohio
## 624 jefferson -80.93602 40.43936 2052 60623 ohio
## 625 jefferson -80.93602 40.47947 2052 60624 ohio
## 626 jefferson -80.90737 40.47947 2052 60625 ohio
## 627 jefferson -80.90737 40.56541 2052 60626 ohio
## 628 jefferson -80.85580 40.56541 2052 60627 ohio
## 629 jefferson -80.85580 40.61125 2052 60628 ohio
## 630 jefferson -80.73549 40.61125 2052 60629 ohio
## 631 jefferson -80.73549 40.59979 2052 60630 ohio
## 632 jefferson -80.67245 40.58833 2052 60631 ohio
## 633 jefferson -80.62089 40.50239 2052 60632 ohio
## 634 jefferson -80.60944 40.46801 2052 60633 ohio
## 635 jefferson -80.62662 40.43363 2052 60634 ohio
## 636 jefferson -80.62662 40.41071 2052 60635 ohio
## 637 jefferson -80.62662 40.38206 2052 60636 ohio
## 638 jefferson -80.61516 40.33623 2052 60637 ohio
## 639 jefferson -80.61516 40.31331 2052 60638 ohio
## 640 jefferson -80.63235 40.27893 2052 60639 ohio
## 641 jefferson -80.66100 40.24456 2052 60640 ohio
## 642 jefferson -80.68965 40.19872 2052 60641 ohio
## 643 jefferson -80.70683 40.16434 2052 60642 ohio
## 644 jefferson -80.75840 40.17580 2052 60643 ohio
## 645 jefferson -80.76413 40.16434 2052 60644 ohio
## 646 jefferson -80.87299 40.17580 2052 60645 ohio
## 647 jefferson -80.85580 40.43936 2052 60646 ohio
## 648 jefferson -80.93602 40.43936 2052 60647 ohio
## 649 knox -82.17934 40.47374 2053 60649 ohio
## 650 knox -82.20226 40.25029 2053 60650 ohio
## 651 knox -82.48300 40.26175 2053 60651 ohio
## 652 knox -82.48300 40.27893 2053 60652 ohio
## 653 knox -82.73511 40.29612 2053 60653 ohio
## 654 knox -82.72938 40.37061 2053 60654 ohio
## 655 knox -82.63197 40.37061 2053 60655 ohio
## 656 knox -82.61478 40.54249 2053 60656 ohio
## 657 knox -82.63197 40.54823 2053 60657 ohio
## 658 knox -82.63197 40.56541 2053 60658 ohio
## 659 knox -82.61478 40.56541 2053 60659 ohio
## 660 knox -82.52311 40.56541 2053 60660 ohio
## 661 knox -82.40279 40.56541 2053 60661 ohio
## 662 knox -82.33404 40.56541 2053 60662 ohio
## 663 knox -82.22517 40.58260 2053 60663 ohio
## 664 knox -82.17361 40.58833 2053 60664 ohio
## 665 knox -82.17934 40.47374 2053 60665 ohio
## 666 lake -81.38866 41.58527 2054 60667 ohio
## 667 lake -81.48032 41.59101 2054 60668 ohio
## 668 lake -81.48032 41.64257 2054 60669 ohio
## 669 lake -81.36001 41.72279 2054 60670 ohio
## 670 lake -81.33709 41.76289 2054 60671 ohio
## 671 lake -81.27406 41.77435 2054 60672 ohio
## 672 lake -81.15947 41.79727 2054 60673 ohio
## 673 lake -81.10218 41.83738 2054 60674 ohio
## 674 lake -81.03915 41.86030 2054 60675 ohio
## 675 lake -81.00478 41.86030 2054 60676 ohio
## 676 lake -81.01051 41.73425 2054 60677 ohio
## 677 lake -81.09645 41.73425 2054 60678 ohio
## 678 lake -81.10218 41.66549 2054 60679 ohio
## 679 lake -81.29125 41.65976 2054 60680 ohio
## 680 lake -81.29698 41.58527 2054 60681 ohio
## 681 lake -81.38866 41.58527 2054 60682 ohio
## 682 lawrence -82.64343 38.86373 2055 60684 ohio
## 683 lawrence -82.56895 38.85800 2055 60685 ohio
## 684 lawrence -82.57468 38.79497 2055 60686 ohio
## 685 lawrence -82.48300 38.78924 2055 60687 ohio
## 686 lawrence -82.48300 38.76060 2055 60688 ohio
## 687 lawrence -82.46581 38.75486 2055 60689 ohio
## 688 lawrence -82.46581 38.69757 2055 60690 ohio
## 689 lawrence -82.35122 38.69184 2055 60691 ohio
## 690 lawrence -82.35695 38.60017 2055 60692 ohio
## 691 lawrence -82.28820 38.58871 2055 60693 ohio
## 692 lawrence -82.32831 38.46839 2055 60694 ohio
## 693 lawrence -82.49446 38.42828 2055 60695 ohio
## 694 lawrence -82.56895 38.42828 2055 60696 ohio
## 695 lawrence -82.57468 38.43974 2055 60697 ohio
## 696 lawrence -82.58614 38.45120 2055 60698 ohio
## 697 lawrence -82.61478 38.48558 2055 60699 ohio
## 698 lawrence -82.63770 38.51995 2055 60700 ohio
## 699 lawrence -82.70073 38.56579 2055 60701 ohio
## 700 lawrence -82.79813 38.59444 2055 60702 ohio
## 701 lawrence -82.73511 38.62309 2055 60703 ohio
## 702 lawrence -82.75230 38.66319 2055 60704 ohio
## 703 lawrence -82.75802 38.68611 2055 60705 ohio
## 704 lawrence -82.75230 38.70903 2055 60706 ohio
## 705 lawrence -82.68927 38.70330 2055 60707 ohio
## 706 lawrence -82.68354 38.77778 2055 60708 ohio
## 707 lawrence -82.66062 38.77778 2055 60709 ohio
## 708 lawrence -82.64343 38.86373 2055 60710 ohio
## 709 licking -82.45436 39.92943 2056 60712 ohio
## 710 licking -82.75802 39.94089 2056 60713 ohio
## 711 licking -82.74657 40.14143 2056 60714 ohio
## 712 licking -82.73511 40.29612 2056 60715 ohio
## 713 licking -82.48300 40.27893 2056 60716 ohio
## 714 licking -82.48300 40.26175 2056 60717 ohio
## 715 licking -82.20226 40.25029 2056 60718 ohio
## 716 licking -82.17934 40.25029 2056 60719 ohio
## 717 licking -82.19080 40.18726 2056 60720 ohio
## 718 licking -82.20226 39.96381 2056 60721 ohio
## 719 licking -82.23090 39.96954 2056 60722 ohio
## 720 licking -82.23663 39.91797 2056 60723 ohio
## 721 licking -82.45436 39.92943 2056 60724 ohio
## 722 logan -83.98988 40.48520 2057 60726 ohio
## 723 logan -83.98988 40.54249 2057 60727 ohio
## 724 logan -83.87529 40.53676 2057 60728 ohio
## 725 logan -83.69195 40.53676 2057 60729 ohio
## 726 logan -83.52006 40.50812 2057 60730 ohio
## 727 logan -83.55444 40.24456 2057 60731 ohio
## 728 logan -83.78362 40.26175 2057 60732 ohio
## 729 logan -83.79507 40.26747 2057 60733 ohio
## 730 logan -84.01853 40.27893 2057 60734 ohio
## 731 logan -84.01280 40.30758 2057 60735 ohio
## 732 logan -84.00134 40.30185 2057 60736 ohio
## 733 logan -83.99561 40.39352 2057 60737 ohio
## 734 logan -83.98988 40.39352 2057 60738 ohio
## 735 logan -83.98988 40.48520 2057 60739 ohio
## 736 lorain -82.34549 41.31026 2058 60741 ohio
## 737 lorain -82.35122 41.43058 2058 60742 ohio
## 738 lorain -82.28820 41.44204 2058 60743 ohio
## 739 lorain -82.17361 41.47068 2058 60744 ohio
## 740 lorain -82.05901 41.51079 2058 60745 ohio
## 741 lorain -81.96162 41.50506 2058 60746 ohio
## 742 lorain -81.97307 41.36755 2058 60747 ohio
## 743 lorain -81.86994 41.36755 2058 60748 ohio
## 744 lorain -81.86994 41.29307 2058 60749 ohio
## 745 lorain -81.96735 41.29307 2058 60750 ohio
## 746 lorain -81.96735 41.21858 2058 60751 ohio
## 747 lorain -82.06474 41.21858 2058 60752 ohio
## 748 lorain -82.06474 41.14410 2058 60753 ohio
## 749 lorain -82.16215 41.14410 2058 60754 ohio
## 750 lorain -82.16788 41.07534 2058 60755 ohio
## 751 lorain -82.34549 41.08107 2058 60756 ohio
## 752 lorain -82.34549 41.31026 2058 60757 ohio
## 753 lucas -83.89248 41.49360 2059 60759 ohio
## 754 lucas -83.89248 41.63111 2059 60760 ohio
## 755 lucas -83.88102 41.63111 2059 60761 ohio
## 756 lucas -83.88675 41.73997 2059 60762 ohio
## 757 lucas -83.77216 41.73997 2059 60763 ohio
## 758 lucas -83.44557 41.75143 2059 60764 ohio
## 759 lucas -83.46849 41.72279 2059 60765 ohio
## 760 lucas -83.49714 41.66549 2059 60766 ohio
## 761 lucas -83.46849 41.68268 2059 60767 ohio
## 762 lucas -83.43411 41.69414 2059 60768 ohio
## 763 lucas -83.39400 41.69987 2059 60769 ohio
## 764 lucas -83.36536 41.69987 2059 60770 ohio
## 765 lucas -83.34817 41.71706 2059 60771 ohio
## 766 lucas -83.32526 41.71706 2059 60772 ohio
## 767 lucas -83.28515 41.68841 2059 60773 ohio
## 768 lucas -83.25076 41.65976 2059 60774 ohio
## 769 lucas -83.21066 41.64830 2059 60775 ohio
## 770 lucas -83.16483 41.63684 2059 60776 ohio
## 771 lucas -83.42265 41.62538 2059 60777 ohio
## 772 lucas -83.58308 41.62538 2059 60778 ohio
## 773 lucas -83.60600 41.59674 2059 60779 ohio
## 774 lucas -83.67476 41.56236 2059 60780 ohio
## 775 lucas -83.70913 41.53944 2059 60781 ohio
## 776 lucas -83.71486 41.52225 2059 60782 ohio
## 777 lucas -83.74924 41.49360 2059 60783 ohio
## 778 lucas -83.79507 41.45350 2059 60784 ohio
## 779 lucas -83.85237 41.43058 2059 60785 ohio
## 780 lucas -83.88675 41.43058 2059 60786 ohio
## 781 lucas -83.89248 41.49360 2059 60787 ohio
## 782 madison -83.64611 39.71743 2060 60789 ohio
## 783 madison -83.64038 39.78046 2060 60790 ohio
## 784 madison -83.58881 39.77473 2060 60791 ohio
## 785 madison -83.51433 40.01537 2060 60792 ohio
## 786 madison -83.50860 40.11851 2060 60793 ohio
## 787 madison -83.20493 40.10704 2060 60794 ohio
## 788 madison -83.20493 40.06121 2060 60795 ohio
## 789 madison -83.25076 40.06121 2060 60796 ohio
## 790 madison -83.25649 40.03256 2060 60797 ohio
## 791 madison -83.25076 39.98672 2060 60798 ohio
## 792 madison -83.24504 39.95808 2060 60799 ohio
## 793 madison -83.21638 39.92943 2060 60800 ohio
## 794 madison -83.24504 39.92370 2060 60801 ohio
## 795 madison -83.23931 39.81483 2060 60802 ohio
## 796 madison -83.24504 39.70024 2060 60803 ohio
## 797 madison -83.64611 39.71743 2060 60804 ohio
## 798 mahoning -80.99905 41.14410 2061 60806 ohio
## 799 mahoning -80.52349 41.13264 2061 60807 ohio
## 800 mahoning -80.51776 41.12691 2061 60808 ohio
## 801 mahoning -80.51203 40.90919 2061 60809 ohio
## 802 mahoning -80.80424 40.91492 2061 60810 ohio
## 803 mahoning -80.80997 40.93784 2061 60811 ohio
## 804 mahoning -80.88445 40.94357 2061 60812 ohio
## 805 mahoning -80.88445 40.91492 2061 60813 ohio
## 806 mahoning -81.07925 40.91492 2061 60814 ohio
## 807 mahoning -81.07925 41.00659 2061 60815 ohio
## 808 mahoning -80.99905 41.01232 2061 60816 ohio
## 809 mahoning -80.99905 41.14410 2061 60817 ohio
## 810 marion -83.41692 40.51957 2062 60819 ohio
## 811 marion -83.42265 40.69719 2062 60820 ohio
## 812 marion -83.30233 40.70292 2062 60821 ohio
## 813 marion -83.29660 40.71438 2062 60822 ohio
## 814 marion -83.10753 40.71438 2062 60823 ohio
## 815 marion -82.84969 40.71438 2062 60824 ohio
## 816 marion -82.84969 40.66282 2062 60825 ohio
## 817 marion -82.94710 40.66282 2062 60826 ohio
## 818 marion -82.95284 40.50239 2062 60827 ohio
## 819 marion -83.02158 40.49093 2062 60828 ohio
## 820 marion -83.02158 40.43363 2062 60829 ohio
## 821 marion -83.24504 40.45082 2062 60830 ohio
## 822 marion -83.25076 40.52531 2062 60831 ohio
## 823 marion -83.41692 40.51957 2062 60832 ohio
## 824 medina -81.68087 41.00659 2063 60834 ohio
## 825 medina -82.12777 41.00659 2063 60835 ohio
## 826 medina -82.16788 41.00659 2063 60836 ohio
## 827 medina -82.16788 41.07534 2063 60837 ohio
## 828 medina -82.16215 41.14410 2063 60838 ohio
## 829 medina -82.06474 41.14410 2063 60839 ohio
## 830 medina -82.06474 41.21858 2063 60840 ohio
## 831 medina -81.96735 41.21858 2063 60841 ohio
## 832 medina -81.96735 41.29307 2063 60842 ohio
## 833 medina -81.86994 41.29307 2063 60843 ohio
## 834 medina -81.67513 41.28734 2063 60844 ohio
## 835 medina -81.68087 41.00659 2063 60845 ohio
## 836 meigs -81.75535 39.11583 2064 60847 ohio
## 837 meigs -81.77254 39.09291 2064 60848 ohio
## 838 meigs -81.82410 39.08718 2064 60849 ohio
## 839 meigs -81.82410 39.05853 2064 60850 ohio
## 840 meigs -81.77827 39.02415 2064 60851 ohio
## 841 meigs -81.78400 38.98405 2064 60852 ohio
## 842 meigs -81.77254 38.94394 2064 60853 ohio
## 843 meigs -81.82410 38.94967 2064 60854 ohio
## 844 meigs -81.84702 38.94967 2064 60855 ohio
## 845 meigs -81.86994 38.90384 2064 60856 ohio
## 846 meigs -81.89858 38.89238 2064 60857 ohio
## 847 meigs -81.92151 38.89238 2064 60858 ohio
## 848 meigs -81.93296 38.89238 2064 60859 ohio
## 849 meigs -81.91578 38.92675 2064 60860 ohio
## 850 meigs -81.91005 38.96113 2064 60861 ohio
## 851 meigs -81.93296 38.98978 2064 60862 ohio
## 852 meigs -81.99026 39.00697 2064 60863 ohio
## 853 meigs -82.03036 39.02989 2064 60864 ohio
## 854 meigs -82.08193 39.00124 2064 60865 ohio
## 855 meigs -82.31685 39.02989 2064 60866 ohio
## 856 meigs -82.31685 39.03561 2064 60867 ohio
## 857 meigs -82.29393 39.21323 2064 60868 ohio
## 858 meigs -82.27101 39.21323 2064 60869 ohio
## 859 meigs -81.74962 39.19032 2064 60870 ohio
## 860 meigs -81.75535 39.11583 2064 60871 ohio
## 861 mercer -84.81494 40.35342 2065 60873 ohio
## 862 mercer -84.80922 40.56541 2065 60874 ohio
## 863 mercer -84.81494 40.73730 2065 60875 ohio
## 864 mercer -84.45971 40.73157 2065 60876 ohio
## 865 mercer -84.46544 40.68000 2065 60877 ohio
## 866 mercer -84.45971 40.35342 2065 60878 ohio
## 867 mercer -84.81494 40.35342 2065 60879 ohio
## 868 miami -84.43106 39.92943 2066 60881 ohio
## 869 miami -84.43106 40.20445 2066 60882 ohio
## 870 miami -84.23625 40.20445 2066 60883 ohio
## 871 miami -84.02426 40.18726 2066 60884 ohio
## 872 miami -84.02998 40.04975 2066 60885 ohio
## 873 miami -84.05291 39.88359 2066 60886 ohio
## 874 miami -84.16177 39.89505 2066 60887 ohio
## 875 miami -84.16750 39.90078 2066 60888 ohio
## 876 miami -84.16177 39.92943 2066 60889 ohio
## 877 miami -84.43106 39.92943 2066 60890 ohio
## 878 monroe -80.82716 39.86067 2067 60892 ohio
## 879 monroe -80.82716 39.82630 2067 60893 ohio
## 880 monroe -80.85580 39.78046 2067 60894 ohio
## 881 monroe -80.83862 39.73462 2067 60895 ohio
## 882 monroe -80.83862 39.72316 2067 60896 ohio
## 883 monroe -80.86153 39.70024 2067 60897 ohio
## 884 monroe -80.88445 39.63722 2067 60898 ohio
## 885 monroe -80.91883 39.62003 2067 60899 ohio
## 886 monroe -80.98758 39.59711 2067 60900 ohio
## 887 monroe -81.02769 39.55701 2067 60901 ohio
## 888 monroe -81.02769 39.58566 2067 60902 ohio
## 889 monroe -81.25114 39.59711 2067 60903 ohio
## 890 monroe -81.25114 39.62003 2067 60904 ohio
## 891 monroe -81.28552 39.62003 2067 60905 ohio
## 892 monroe -81.27406 39.71743 2067 60906 ohio
## 893 monroe -81.31417 39.72316 2067 60907 ohio
## 894 monroe -81.30844 39.88359 2067 60908 ohio
## 895 monroe -81.22823 39.88359 2067 60909 ohio
## 896 monroe -80.82716 39.86067 2067 60910 ohio
## 897 montgomery -84.43106 39.92943 2068 60912 ohio
## 898 montgomery -84.16177 39.92943 2068 60913 ohio
## 899 montgomery -84.16750 39.90078 2068 60914 ohio
## 900 montgomery -84.16177 39.89505 2068 60915 ohio
## 901 montgomery -84.05291 39.88359 2068 60916 ohio
## 902 montgomery -84.05864 39.85494 2068 60917 ohio
## 903 montgomery -84.05864 39.84349 2068 60918 ohio
## 904 montgomery -84.09875 39.84349 2068 60919 ohio
## 905 montgomery -84.12740 39.58566 2068 60920 ohio
## 906 montgomery -84.35085 39.59711 2068 60921 ohio
## 907 montgomery -84.48262 39.59711 2068 60922 ohio
## 908 montgomery -84.48836 39.91797 2068 60923 ohio
## 909 montgomery -84.43106 39.92943 2068 60924 ohio
## 910 morgan -81.69805 39.76900 2069 60926 ohio
## 911 morgan -81.64076 39.75754 2069 60927 ohio
## 912 morgan -81.64076 39.68879 2069 60928 ohio
## 913 morgan -81.57773 39.68879 2069 60929 ohio
## 914 morgan -81.58346 39.60284 2069 60930 ohio
## 915 morgan -81.69805 39.60284 2069 60931 ohio
## 916 morgan -81.71524 39.59711 2069 60932 ohio
## 917 morgan -81.71524 39.57993 2069 60933 ohio
## 918 morgan -81.72097 39.55701 2069 60934 ohio
## 919 morgan -81.70951 39.54554 2069 60935 ohio
## 920 morgan -81.71524 39.50544 2069 60936 ohio
## 921 morgan -81.74962 39.51117 2069 60937 ohio
## 922 morgan -81.75535 39.51117 2069 60938 ohio
## 923 morgan -81.81837 39.51690 2069 60939 ohio
## 924 morgan -81.82410 39.47106 2069 60940 ohio
## 925 morgan -81.83556 39.46533 2069 60941 ohio
## 926 morgan -82.05901 39.47106 2069 60942 ohio
## 927 morgan -82.04756 39.56846 2069 60943 ohio
## 928 morgan -82.02464 39.72889 2069 60944 ohio
## 929 morgan -82.08193 39.73462 2069 60945 ohio
## 930 morgan -82.07620 39.78046 2069 60946 ohio
## 931 morgan -81.69805 39.76900 2069 60947 ohio
## 932 morrow -82.84969 40.71438 2070 60949 ohio
## 933 morrow -82.84969 40.73157 2070 60950 ohio
## 934 morrow -82.72365 40.72584 2070 60951 ohio
## 935 morrow -82.61478 40.73157 2070 60952 ohio
## 936 morrow -82.61478 40.68000 2070 60953 ohio
## 937 morrow -82.63197 40.68000 2070 60954 ohio
## 938 morrow -82.63197 40.65709 2070 60955 ohio
## 939 morrow -82.61478 40.66282 2070 60956 ohio
## 940 morrow -82.61478 40.56541 2070 60957 ohio
## 941 morrow -82.63197 40.56541 2070 60958 ohio
## 942 morrow -82.63197 40.54823 2070 60959 ohio
## 943 morrow -82.61478 40.54249 2070 60960 ohio
## 944 morrow -82.63197 40.37061 2070 60961 ohio
## 945 morrow -82.72938 40.37061 2070 60962 ohio
## 946 morrow -82.92418 40.37061 2070 60963 ohio
## 947 morrow -82.92418 40.42790 2070 60964 ohio
## 948 morrow -83.01585 40.43363 2070 60965 ohio
## 949 morrow -83.02158 40.43363 2070 60966 ohio
## 950 morrow -83.02158 40.49093 2070 60967 ohio
## 951 morrow -82.95284 40.50239 2070 60968 ohio
## 952 morrow -82.94710 40.66282 2070 60969 ohio
## 953 morrow -82.84969 40.66282 2070 60970 ohio
## 954 morrow -82.84969 40.71438 2070 60971 ohio
## 955 muskingum -81.69232 39.84922 2071 60973 ohio
## 956 muskingum -81.69805 39.76900 2071 60974 ohio
## 957 muskingum -82.07620 39.78046 2071 60975 ohio
## 958 muskingum -82.06474 39.81483 2071 60976 ohio
## 959 muskingum -82.17361 39.82630 2071 60977 ohio
## 960 muskingum -82.16788 39.91797 2071 60978 ohio
## 961 muskingum -82.23663 39.91797 2071 60979 ohio
## 962 muskingum -82.23090 39.96954 2071 60980 ohio
## 963 muskingum -82.20226 39.96381 2071 60981 ohio
## 964 muskingum -82.19080 40.18726 2071 60982 ohio
## 965 muskingum -81.71524 40.16434 2071 60983 ohio
## 966 muskingum -81.72097 39.94662 2071 60984 ohio
## 967 muskingum -81.68659 39.94662 2071 60985 ohio
## 968 muskingum -81.69232 39.84922 2071 60986 ohio
## 969 noble -81.69232 39.84922 2072 60988 ohio
## 970 noble -81.57773 39.85494 2072 60989 ohio
## 971 noble -81.57200 39.91224 2072 60990 ohio
## 972 noble -81.45741 39.91224 2072 60991 ohio
## 973 noble -81.45168 39.92943 2072 60992 ohio
## 974 noble -81.37147 39.92943 2072 60993 ohio
## 975 noble -81.37147 39.96381 2072 60994 ohio
## 976 noble -81.22823 39.96381 2072 60995 ohio
## 977 noble -81.22823 39.88359 2072 60996 ohio
## 978 noble -81.30844 39.88359 2072 60997 ohio
## 979 noble -81.31417 39.72316 2072 60998 ohio
## 980 noble -81.27406 39.71743 2072 60999 ohio
## 981 noble -81.28552 39.62003 2072 61000 ohio
## 982 noble -81.28552 39.60284 2072 61001 ohio
## 983 noble -81.33709 39.60857 2072 61002 ohio
## 984 noble -81.34282 39.61430 2072 61003 ohio
## 985 noble -81.38293 39.62003 2072 61004 ohio
## 986 noble -81.38866 39.63149 2072 61005 ohio
## 987 noble -81.41158 39.63149 2072 61006 ohio
## 988 noble -81.41158 39.64295 2072 61007 ohio
## 989 noble -81.44595 39.64295 2072 61008 ohio
## 990 noble -81.45168 39.66014 2072 61009 ohio
## 991 noble -81.46887 39.66587 2072 61010 ohio
## 992 noble -81.46887 39.59711 2072 61011 ohio
## 993 noble -81.58346 39.60284 2072 61012 ohio
## 994 noble -81.57773 39.68879 2072 61013 ohio
## 995 noble -81.64076 39.68879 2072 61014 ohio
## 996 noble -81.64076 39.75754 2072 61015 ohio
## 997 noble -81.69805 39.76900 2072 61016 ohio
## 998 noble -81.69232 39.84922 2072 61017 ohio
## 999 ottawa -83.42265 41.62538 2073 61019 ohio
## 1000 ottawa -83.16483 41.63684 2073 61020 ohio
## 1001 ottawa -83.12471 41.63111 2073 61021 ohio
## 1002 ottawa -83.07315 41.60819 2073 61022 ohio
## 1003 ottawa -83.03304 41.57955 2073 61023 ohio
## 1004 ottawa -82.98148 41.55090 2073 61024 ohio
## 1005 ottawa -82.94137 41.53944 2073 61025 ohio
## 1006 ottawa -82.88407 41.53944 2073 61026 ohio
## 1007 ottawa -82.85542 41.55090 2073 61027 ohio
## 1008 ottawa -82.84969 41.59674 2073 61028 ohio
## 1009 ottawa -82.80386 41.59674 2073 61029 ohio
## 1010 ottawa -82.79813 41.57955 2073 61030 ohio
## 1011 ottawa -82.78667 41.55090 2073 61031 ohio
## 1012 ottawa -82.72938 41.55090 2073 61032 ohio
## 1013 ottawa -82.71791 41.54517 2073 61033 ohio
## 1014 ottawa -82.72938 41.52798 2073 61034 ohio
## 1015 ottawa -82.75802 41.51652 2073 61035 ohio
## 1016 ottawa -82.94710 41.49360 2073 61036 ohio
## 1017 ottawa -82.97575 41.47068 2073 61037 ohio
## 1018 ottawa -82.99867 41.47068 2073 61038 ohio
## 1019 ottawa -83.02158 41.47068 2073 61039 ohio
## 1020 ottawa -83.04450 41.46495 2073 61040 ohio
## 1021 ottawa -83.33671 41.47068 2073 61041 ohio
## 1022 ottawa -83.34817 41.51652 2073 61042 ohio
## 1023 ottawa -83.42265 41.51079 2073 61043 ohio
## 1024 ottawa -83.42265 41.62538 2073 61044 ohio
## 1025 paulding -84.80348 40.99513 2074 61046 ohio
## 1026 paulding -84.80348 41.25869 2074 61047 ohio
## 1027 paulding -84.46544 41.25869 2074 61048 ohio
## 1028 paulding -84.45971 41.22431 2074 61049 ohio
## 1029 paulding -84.35085 41.21858 2074 61050 ohio
## 1030 paulding -84.35085 41.17274 2074 61051 ohio
## 1031 paulding -84.35658 40.99513 2074 61052 ohio
## 1032 paulding -84.40241 40.99513 2074 61053 ohio
## 1033 paulding -84.80348 40.99513 2074 61054 ohio
## 1034 perry -82.37415 39.66014 2075 61056 ohio
## 1035 perry -82.36842 39.75181 2075 61057 ohio
## 1036 perry -82.39706 39.75181 2075 61058 ohio
## 1037 perry -82.39133 39.83775 2075 61059 ohio
## 1038 perry -82.46581 39.84349 2075 61060 ohio
## 1039 perry -82.45436 39.92943 2075 61061 ohio
## 1040 perry -82.23663 39.91797 2075 61062 ohio
## 1041 perry -82.16788 39.91797 2075 61063 ohio
## 1042 perry -82.17361 39.82630 2075 61064 ohio
## 1043 perry -82.06474 39.81483 2075 61065 ohio
## 1044 perry -82.07620 39.78046 2075 61066 ohio
## 1045 perry -82.08193 39.73462 2075 61067 ohio
## 1046 perry -82.02464 39.72889 2075 61068 ohio
## 1047 perry -82.04756 39.56846 2075 61069 ohio
## 1048 perry -82.16215 39.56846 2075 61070 ohio
## 1049 perry -82.26527 39.57993 2075 61071 ohio
## 1050 perry -82.26527 39.60284 2075 61072 ohio
## 1051 perry -82.37415 39.60857 2075 61073 ohio
## 1052 perry -82.37415 39.66014 2075 61074 ohio
## 1053 pickaway -82.71791 39.56274 2076 61076 ohio
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## 1055 pickaway -82.98721 39.49398 2076 61078 ohio
## 1056 pickaway -82.98148 39.51117 2076 61079 ohio
## 1057 pickaway -83.26222 39.51690 2076 61080 ohio
## 1058 pickaway -83.24504 39.70024 2076 61081 ohio
## 1059 pickaway -83.23931 39.81483 2076 61082 ohio
## 1060 pickaway -82.81532 39.79765 2076 61083 ohio
## 1061 pickaway -82.82678 39.56846 2076 61084 ohio
## 1062 pickaway -82.71791 39.56274 2076 61085 ohio
## 1063 pike -83.37109 39.06426 2077 61087 ohio
## 1064 pike -83.34817 39.20750 2077 61088 ohio
## 1065 pike -82.77522 39.17885 2077 61089 ohio
## 1066 pike -82.79813 38.96113 2077 61090 ohio
## 1067 pike -83.21066 38.97832 2077 61091 ohio
## 1068 pike -83.20493 39.00697 2077 61092 ohio
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## 1070 pike -83.30233 39.05280 2077 61094 ohio
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## 1073 portage -81.00478 41.36755 2078 61098 ohio
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## 1075 portage -80.99905 41.01232 2078 61100 ohio
## 1076 portage -81.07925 41.00659 2078 61101 ohio
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## 1078 portage -81.39439 41.36755 2078 61103 ohio
## 1079 portage -81.00478 41.36755 2078 61104 ohio
## 1080 preble -84.48262 39.59711 2079 61106 ohio
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## 1084 preble -84.82067 39.92943 2079 61110 ohio
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## 1086 preble -84.48262 39.59711 2079 61112 ohio
## 1087 putnam -84.40241 40.99513 2080 61114 ohio
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## 1090 putnam -84.23625 41.17274 2080 61117 ohio
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## 1100 putnam -84.40241 40.99513 2080 61127 ohio
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## 1108 richland -82.33404 40.73730 2081 61136 ohio
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## 1119 richland -82.72365 41.00659 2081 61147 ohio
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## 1128 ross -83.37109 39.25907 2082 61157 ohio
## 1129 ross -83.38255 39.25907 2082 61158 ohio
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## 1136 ross -83.26222 39.51690 2082 61165 ohio
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## 1138 ross -82.98721 39.49398 2082 61167 ohio
## 1139 ross -82.72365 39.47106 2082 61168 ohio
## 1140 ross -82.73511 39.37939 2082 61169 ohio
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## 1144 sandusky -83.04450 41.46495 2083 61174 ohio
## 1145 sandusky -83.02158 41.47068 2083 61175 ohio
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## 1147 sandusky -82.97575 41.47068 2083 61177 ohio
## 1148 sandusky -82.98148 41.45922 2083 61178 ohio
## 1149 sandusky -82.94137 41.43058 2083 61179 ohio
## 1150 sandusky -82.90700 41.44204 2083 61180 ohio
## 1151 sandusky -82.86689 41.43058 2083 61181 ohio
## 1152 sandusky -82.84396 41.43058 2083 61182 ohio
## 1153 sandusky -82.83823 41.30453 2083 61183 ohio
## 1154 sandusky -82.83823 41.25869 2083 61184 ohio
## 1155 sandusky -83.42265 41.25869 2083 61185 ohio
## 1156 sandusky -83.42265 41.51079 2083 61186 ohio
## 1157 scioto -83.25076 38.64027 2084 61188 ohio
## 1158 scioto -83.25649 39.01842 2084 61189 ohio
## 1159 scioto -83.20493 39.00697 2084 61190 ohio
## 1160 scioto -83.21066 38.97832 2084 61191 ohio
## 1161 scioto -82.79813 38.96113 2084 61192 ohio
## 1162 scioto -82.74657 38.94967 2084 61193 ohio
## 1163 scioto -82.75230 38.87519 2084 61194 ohio
## 1164 scioto -82.64343 38.86373 2084 61195 ohio
## 1165 scioto -82.66062 38.77778 2084 61196 ohio
## 1166 scioto -82.68354 38.77778 2084 61197 ohio
## 1167 scioto -82.68927 38.70330 2084 61198 ohio
## 1168 scioto -82.75230 38.70903 2084 61199 ohio
## 1169 scioto -82.75802 38.68611 2084 61200 ohio
## 1170 scioto -82.75230 38.66319 2084 61201 ohio
## 1171 scioto -82.73511 38.62309 2084 61202 ohio
## 1172 scioto -82.79813 38.59444 2084 61203 ohio
## 1173 scioto -82.84396 38.61736 2084 61204 ohio
## 1174 scioto -82.84969 38.66892 2084 61205 ohio
## 1175 scioto -82.86689 38.69757 2084 61206 ohio
## 1176 scioto -82.88980 38.75486 2084 61207 ohio
## 1177 scioto -82.92418 38.76060 2084 61208 ohio
## 1178 scioto -83.01585 38.72049 2084 61209 ohio
## 1179 scioto -83.10180 38.68611 2084 61210 ohio
## 1180 scioto -83.13618 38.64027 2084 61211 ohio
## 1181 scioto -83.19920 38.64600 2084 61212 ohio
## 1182 scioto -83.25076 38.64027 2084 61213 ohio
## 1183 seneca -83.41692 41.00086 2085 61215 ohio
## 1184 seneca -83.42265 41.17847 2085 61216 ohio
## 1185 seneca -83.42265 41.25869 2085 61217 ohio
## 1186 seneca -82.83823 41.25869 2085 61218 ohio
## 1187 seneca -82.83251 41.00659 2085 61219 ohio
## 1188 seneca -82.84969 41.01232 2085 61220 ohio
## 1189 seneca -82.85542 41.00086 2085 61221 ohio
## 1190 seneca -83.10753 41.00086 2085 61222 ohio
## 1191 seneca -83.41692 41.00086 2085 61223 ohio
## 1192 shelby -84.44252 40.35915 2086 61225 ohio
## 1193 shelby -84.44252 40.38206 2086 61226 ohio
## 1194 shelby -84.35085 40.38206 2086 61227 ohio
## 1195 shelby -84.35085 40.48520 2086 61228 ohio
## 1196 shelby -83.98988 40.48520 2086 61229 ohio
## 1197 shelby -83.98988 40.39352 2086 61230 ohio
## 1198 shelby -83.99561 40.39352 2086 61231 ohio
## 1199 shelby -84.00134 40.30185 2086 61232 ohio
## 1200 shelby -84.01280 40.30758 2086 61233 ohio
## 1201 shelby -84.01853 40.27893 2086 61234 ohio
## 1202 shelby -84.02426 40.18726 2086 61235 ohio
## 1203 shelby -84.23625 40.20445 2086 61236 ohio
## 1204 shelby -84.43106 40.20445 2086 61237 ohio
## 1205 shelby -84.44252 40.35915 2086 61238 ohio
## 1206 stark -81.64648 40.68000 2087 61240 ohio
## 1207 stark -81.64648 40.91492 2087 61241 ohio
## 1208 stark -81.41730 40.92637 2087 61242 ohio
## 1209 stark -81.41158 41.00086 2087 61243 ohio
## 1210 stark -81.39439 41.00086 2087 61244 ohio
## 1211 stark -81.07925 41.00659 2087 61245 ohio
## 1212 stark -81.07925 40.91492 2087 61246 ohio
## 1213 stark -81.07925 40.73730 2087 61247 ohio
## 1214 stark -81.19958 40.73730 2087 61248 ohio
## 1215 stark -81.20531 40.73730 2087 61249 ohio
## 1216 stark -81.23969 40.73730 2087 61250 ohio
## 1217 stark -81.23969 40.66854 2087 61251 ohio
## 1218 stark -81.31417 40.66854 2087 61252 ohio
## 1219 stark -81.45741 40.67427 2087 61253 ohio
## 1220 stark -81.46314 40.68000 2087 61254 ohio
## 1221 stark -81.47460 40.69146 2087 61255 ohio
## 1222 stark -81.48032 40.68000 2087 61256 ohio
## 1223 stark -81.49752 40.66854 2087 61257 ohio
## 1224 stark -81.64648 40.65136 2087 61258 ohio
## 1225 stark -81.64648 40.68000 2087 61259 ohio
## 1226 summit -81.67513 41.28734 2088 61261 ohio
## 1227 summit -81.55482 41.29307 2088 61262 ohio
## 1228 summit -81.59492 41.37328 2088 61263 ohio
## 1229 summit -81.39439 41.36755 2088 61264 ohio
## 1230 summit -81.39439 41.00086 2088 61265 ohio
## 1231 summit -81.41158 41.00086 2088 61266 ohio
## 1232 summit -81.41730 40.92637 2088 61267 ohio
## 1233 summit -81.64648 40.91492 2088 61268 ohio
## 1234 summit -81.64076 41.00659 2088 61269 ohio
## 1235 summit -81.68087 41.00659 2088 61270 ohio
## 1236 summit -81.67513 41.28734 2088 61271 ohio
## 1237 trumbull -80.52349 41.13264 2089 61273 ohio
## 1238 trumbull -80.99905 41.14410 2089 61274 ohio
## 1239 trumbull -81.00478 41.36755 2089 61275 ohio
## 1240 trumbull -81.00478 41.50506 2089 61276 ohio
## 1241 trumbull -80.52922 41.49934 2089 61277 ohio
## 1242 trumbull -80.52349 41.48214 2089 61278 ohio
## 1243 trumbull -80.52349 41.13264 2089 61279 ohio
## 1244 tuscarawas -81.33709 40.22164 2090 61281 ohio
## 1245 tuscarawas -81.62357 40.23883 2090 61282 ohio
## 1246 tuscarawas -81.61211 40.38206 2090 61283 ohio
## 1247 tuscarawas -81.70951 40.38780 2090 61284 ohio
## 1248 tuscarawas -81.70378 40.45082 2090 61285 ohio
## 1249 tuscarawas -81.66367 40.46228 2090 61286 ohio
## 1250 tuscarawas -81.65794 40.63990 2090 61287 ohio
## 1251 tuscarawas -81.66940 40.63990 2090 61288 ohio
## 1252 tuscarawas -81.66940 40.64563 2090 61289 ohio
## 1253 tuscarawas -81.66940 40.65136 2090 61290 ohio
## 1254 tuscarawas -81.64648 40.65136 2090 61291 ohio
## 1255 tuscarawas -81.49752 40.66854 2090 61292 ohio
## 1256 tuscarawas -81.48032 40.68000 2090 61293 ohio
## 1257 tuscarawas -81.47460 40.69146 2090 61294 ohio
## 1258 tuscarawas -81.46314 40.68000 2090 61295 ohio
## 1259 tuscarawas -81.45741 40.67427 2090 61296 ohio
## 1260 tuscarawas -81.31417 40.66854 2090 61297 ohio
## 1261 tuscarawas -81.31990 40.58260 2090 61298 ohio
## 1262 tuscarawas -81.25687 40.57687 2090 61299 ohio
## 1263 tuscarawas -81.26833 40.45082 2090 61300 ohio
## 1264 tuscarawas -81.27979 40.31904 2090 61301 ohio
## 1265 tuscarawas -81.33136 40.31904 2090 61302 ohio
## 1266 tuscarawas -81.33709 40.22164 2090 61303 ohio
## 1267 union -83.20493 40.10704 2091 61305 ohio
## 1268 union -83.50860 40.11851 2091 61306 ohio
## 1269 union -83.49714 40.23883 2091 61307 ohio
## 1270 union -83.55444 40.24456 2091 61308 ohio
## 1271 union -83.52006 40.50812 2091 61309 ohio
## 1272 union -83.41692 40.51957 2091 61310 ohio
## 1273 union -83.25076 40.52531 2091 61311 ohio
## 1274 union -83.24504 40.45082 2091 61312 ohio
## 1275 union -83.24504 40.26175 2091 61313 ohio
## 1276 union -83.17055 40.25602 2091 61314 ohio
## 1277 union -83.17055 40.15288 2091 61315 ohio
## 1278 union -83.17055 40.11851 2091 61316 ohio
## 1279 union -83.20493 40.10704 2091 61317 ohio
## 1280 van wert -84.80348 40.99513 2092 61319 ohio
## 1281 van wert -84.40241 40.99513 2092 61320 ohio
## 1282 van wert -84.40241 40.90919 2092 61321 ohio
## 1283 van wert -84.35658 40.90346 2092 61322 ohio
## 1284 van wert -84.35085 40.85762 2092 61323 ohio
## 1285 van wert -84.35085 40.82324 2092 61324 ohio
## 1286 van wert -84.40241 40.82324 2092 61325 ohio
## 1287 van wert -84.39668 40.68000 2092 61326 ohio
## 1288 van wert -84.46544 40.68000 2092 61327 ohio
## 1289 van wert -84.45971 40.73157 2092 61328 ohio
## 1290 van wert -84.81494 40.73730 2092 61329 ohio
## 1291 van wert -84.80922 40.93211 2092 61330 ohio
## 1292 van wert -84.80348 40.99513 2092 61331 ohio
## 1293 vinton -82.75230 39.22469 2093 61333 ohio
## 1294 vinton -82.73511 39.37939 2093 61334 ohio
## 1295 vinton -82.62624 39.37366 2093 61335 ohio
## 1296 vinton -82.62051 39.39085 2093 61336 ohio
## 1297 vinton -82.50593 39.38512 2093 61337 ohio
## 1298 vinton -82.50020 39.40804 2093 61338 ohio
## 1299 vinton -82.28247 39.39658 2093 61339 ohio
## 1300 vinton -82.29393 39.30490 2093 61340 ohio
## 1301 vinton -82.25955 39.29345 2093 61341 ohio
## 1302 vinton -82.27101 39.21323 2093 61342 ohio
## 1303 vinton -82.29393 39.21323 2093 61343 ohio
## 1304 vinton -82.31685 39.03561 2093 61344 ohio
## 1305 vinton -82.42570 39.04707 2093 61345 ohio
## 1306 vinton -82.40852 39.15021 2093 61346 ohio
## 1307 vinton -82.52311 39.15593 2093 61347 ohio
## 1308 vinton -82.52311 39.19604 2093 61348 ohio
## 1309 vinton -82.64343 39.20750 2093 61349 ohio
## 1310 vinton -82.63770 39.21896 2093 61350 ohio
## 1311 vinton -82.75230 39.22469 2093 61351 ohio
## 1312 warren -84.12740 39.58566 2094 61353 ohio
## 1313 warren -83.97842 39.57993 2094 61354 ohio
## 1314 warren -84.01280 39.26480 2094 61355 ohio
## 1315 warren -84.25344 39.27626 2094 61356 ohio
## 1316 warren -84.25344 39.29345 2094 61357 ohio
## 1317 warren -84.34512 39.29345 2094 61358 ohio
## 1318 warren -84.33366 39.56274 2094 61359 ohio
## 1319 warren -84.35085 39.56274 2094 61360 ohio
## 1320 warren -84.35085 39.59711 2094 61361 ohio
## 1321 warren -84.12740 39.58566 2094 61362 ohio
## 1322 washington -81.02769 39.55701 2095 61364 ohio
## 1323 washington -81.10790 39.48252 2095 61365 ohio
## 1324 washington -81.13656 39.46533 2095 61366 ohio
## 1325 washington -81.16520 39.44814 2095 61367 ohio
## 1326 washington -81.23396 39.40231 2095 61368 ohio
## 1327 washington -81.29698 39.38512 2095 61369 ohio
## 1328 washington -81.36574 39.36220 2095 61370 ohio
## 1329 washington -81.38866 39.36793 2095 61371 ohio
## 1330 washington -81.40585 39.39658 2095 61372 ohio
## 1331 washington -81.45168 39.41377 2095 61373 ohio
## 1332 washington -81.48032 39.40804 2095 61374 ohio
## 1333 washington -81.55482 39.35647 2095 61375 ohio
## 1334 washington -81.56627 39.32209 2095 61376 ohio
## 1335 washington -81.58920 39.28199 2095 61377 ohio
## 1336 washington -81.66367 39.28772 2095 61378 ohio
## 1337 washington -81.69232 39.27626 2095 61379 ohio
## 1338 washington -81.70378 39.23615 2095 61380 ohio
## 1339 washington -81.73243 39.22469 2095 61381 ohio
## 1340 washington -81.72097 39.28772 2095 61382 ohio
## 1341 washington -81.80692 39.29345 2095 61383 ohio
## 1342 washington -81.81264 39.32209 2095 61384 ohio
## 1343 washington -81.82983 39.32209 2095 61385 ohio
## 1344 washington -81.82983 39.33928 2095 61386 ohio
## 1345 washington -81.84702 39.33928 2095 61387 ohio
## 1346 washington -81.83556 39.46533 2095 61388 ohio
## 1347 washington -81.82410 39.47106 2095 61389 ohio
## 1348 washington -81.81837 39.51690 2095 61390 ohio
## 1349 washington -81.75535 39.51117 2095 61391 ohio
## 1350 washington -81.74962 39.51117 2095 61392 ohio
## 1351 washington -81.71524 39.50544 2095 61393 ohio
## 1352 washington -81.70951 39.54554 2095 61394 ohio
## 1353 washington -81.72097 39.55701 2095 61395 ohio
## 1354 washington -81.71524 39.57993 2095 61396 ohio
## 1355 washington -81.71524 39.59711 2095 61397 ohio
## 1356 washington -81.69805 39.60284 2095 61398 ohio
## 1357 washington -81.58346 39.60284 2095 61399 ohio
## 1358 washington -81.46887 39.59711 2095 61400 ohio
## 1359 washington -81.46887 39.66587 2095 61401 ohio
## 1360 washington -81.45168 39.66014 2095 61402 ohio
## 1361 washington -81.44595 39.64295 2095 61403 ohio
## 1362 washington -81.41158 39.64295 2095 61404 ohio
## 1363 washington -81.41158 39.63149 2095 61405 ohio
## 1364 washington -81.38866 39.63149 2095 61406 ohio
## 1365 washington -81.38293 39.62003 2095 61407 ohio
## 1366 washington -81.34282 39.61430 2095 61408 ohio
## 1367 washington -81.33709 39.60857 2095 61409 ohio
## 1368 washington -81.28552 39.60284 2095 61410 ohio
## 1369 washington -81.28552 39.62003 2095 61411 ohio
## 1370 washington -81.25114 39.62003 2095 61412 ohio
## 1371 washington -81.25114 39.59711 2095 61413 ohio
## 1372 washington -81.02769 39.58566 2095 61414 ohio
## 1373 washington -81.02769 39.55701 2095 61415 ohio
## 1374 wayne -81.64648 40.68000 2096 61417 ohio
## 1375 wayne -82.12777 40.68000 2096 61418 ohio
## 1376 wayne -82.12777 41.00659 2096 61419 ohio
## 1377 wayne -81.68087 41.00659 2096 61420 ohio
## 1378 wayne -81.64076 41.00659 2096 61421 ohio
## 1379 wayne -81.64648 40.91492 2096 61422 ohio
## 1380 wayne -81.64648 40.68000 2096 61423 ohio
## 1381 williams -84.79775 41.71133 2097 61425 ohio
## 1382 williams -84.40241 41.72279 2097 61426 ohio
## 1383 williams -84.39668 41.63111 2097 61427 ohio
## 1384 williams -84.37376 41.63111 2097 61428 ohio
## 1385 williams -84.37376 41.52798 2097 61429 ohio
## 1386 williams -84.33939 41.52225 2097 61430 ohio
## 1387 williams -84.34512 41.48787 2097 61431 ohio
## 1388 williams -84.34512 41.43058 2097 61432 ohio
## 1389 williams -84.79775 41.43058 2097 61433 ohio
## 1390 williams -84.79775 41.53944 2097 61434 ohio
## 1391 williams -84.79775 41.71133 2097 61435 ohio
## 1392 wood -83.42265 41.25869 2098 61437 ohio
## 1393 wood -83.42265 41.17847 2098 61438 ohio
## 1394 wood -83.88102 41.17274 2098 61439 ohio
## 1395 wood -83.88675 41.43058 2098 61440 ohio
## 1396 wood -83.85237 41.43058 2098 61441 ohio
## 1397 wood -83.79507 41.45350 2098 61442 ohio
## 1398 wood -83.74924 41.49360 2098 61443 ohio
## 1399 wood -83.71486 41.52225 2098 61444 ohio
## 1400 wood -83.70913 41.53944 2098 61445 ohio
## 1401 wood -83.67476 41.56236 2098 61446 ohio
## 1402 wood -83.60600 41.59674 2098 61447 ohio
## 1403 wood -83.58308 41.62538 2098 61448 ohio
## 1404 wood -83.42265 41.62538 2098 61449 ohio
## 1405 wood -83.42265 41.51079 2098 61450 ohio
## 1406 wood -83.42265 41.25869 2098 61451 ohio
## 1407 wyandot -83.10753 41.00086 2099 61453 ohio
## 1408 wyandot -83.10180 40.82897 2099 61454 ohio
## 1409 wyandot -83.10180 40.83470 2099 61455 ohio
## 1410 wyandot -83.10180 40.80605 2099 61456 ohio
## 1411 wyandot -83.10180 40.79460 2099 61457 ohio
## 1412 wyandot -83.10753 40.71438 2099 61458 ohio
## 1413 wyandot -83.29660 40.71438 2099 61459 ohio
## 1414 wyandot -83.30233 40.70292 2099 61460 ohio
## 1415 wyandot -83.42265 40.69719 2099 61461 ohio
## 1416 wyandot -83.43411 40.69719 2099 61462 ohio
## 1417 wyandot -83.43411 40.71438 2099 61463 ohio
## 1418 wyandot -83.49141 40.71438 2099 61464 ohio
## 1419 wyandot -83.49141 40.82897 2099 61465 ohio
## 1420 wyandot -83.51433 40.82897 2099 61466 ohio
## 1421 wyandot -83.51433 40.91492 2099 61467 ohio
## 1422 wyandot -83.49141 40.91492 2099 61468 ohio
## 1423 wyandot -83.48568 40.96648 2099 61469 ohio
## 1424 wyandot -83.46849 40.96648 2099 61470 ohio
## 1425 wyandot -83.46849 41.00659 2099 61471 ohio
## 1426 wyandot -83.41692 41.00086 2099 61472 ohio
## 1427 wyandot -83.10753 41.00086 2099 61473 ohio
## Geographic.Area county Income MoE Dealer
## 1 Ohio - Adams County Adams County 36.32 2,651 0
## 2 Ohio - Adams County Adams County 36.32 2,651 0
## 3 Ohio - Adams County Adams County 36.32 2,651 0
## 4 Ohio - Adams County Adams County 36.32 2,651 0
## 5 Ohio - Adams County Adams County 36.32 2,651 0
## 6 Ohio - Adams County Adams County 36.32 2,651 0
## 7 Ohio - Adams County Adams County 36.32 2,651 0
## 8 Ohio - Adams County Adams County 36.32 2,651 0
## 9 Ohio - Adams County Adams County 36.32 2,651 0
## 10 Ohio - Adams County Adams County 36.32 2,651 0
## 11 Ohio - Adams County Adams County 36.32 2,651 0
## 12 Ohio - Adams County Adams County 36.32 2,651 0
## 13 Ohio - Adams County Adams County 36.32 2,651 0
## 14 Ohio - Adams County Adams County 36.32 2,651 0
## 15 Ohio - Adams County Adams County 36.32 2,651 0
## 16 Ohio - Adams County Adams County 36.32 2,651 0
## 17 Ohio - Adams County Adams County 36.32 2,651 0
## 18 Ohio - Allen County Allen County 47.91 1,708 0
## 19 Ohio - Allen County Allen County 47.91 1,708 0
## 20 Ohio - Allen County Allen County 47.91 1,708 0
## 21 Ohio - Allen County Allen County 47.91 1,708 0
## 22 Ohio - Allen County Allen County 47.91 1,708 0
## 23 Ohio - Allen County Allen County 47.91 1,708 0
## 24 Ohio - Allen County Allen County 47.91 1,708 0
## 25 Ohio - Allen County Allen County 47.91 1,708 0
## 26 Ohio - Allen County Allen County 47.91 1,708 0
## 27 Ohio - Allen County Allen County 47.91 1,708 0
## 28 Ohio - Allen County Allen County 47.91 1,708 0
## 29 Ohio - Allen County Allen County 47.91 1,708 0
## 30 Ohio - Allen County Allen County 47.91 1,708 0
## 31 Ohio - Allen County Allen County 47.91 1,708 0
## 32 Ohio - Allen County Allen County 47.91 1,708 0
## 33 Ohio - Allen County Allen County 47.91 1,708 0
## 34 Ohio - Ashland County Ashland County 50.89 1,608 0
## 35 Ohio - Ashland County Ashland County 50.89 1,608 0
## 36 Ohio - Ashland County Ashland County 50.89 1,608 0
## 37 Ohio - Ashland County Ashland County 50.89 1,608 0
## 38 Ohio - Ashland County Ashland County 50.89 1,608 0
## 39 Ohio - Ashland County Ashland County 50.89 1,608 0
## 40 Ohio - Ashland County Ashland County 50.89 1,608 0
## 41 Ohio - Ashland County Ashland County 50.89 1,608 0
## 42 Ohio - Ashland County Ashland County 50.89 1,608 0
## 43 Ohio - Ashland County Ashland County 50.89 1,608 0
## 44 Ohio - Ashland County Ashland County 50.89 1,608 0
## 45 Ohio - Ashland County Ashland County 50.89 1,608 0
## 46 Ohio - Ashland County Ashland County 50.89 1,608 0
## 47 Ohio - Ashland County Ashland County 50.89 1,608 0
## 48 Ohio - Ashland County Ashland County 50.89 1,608 0
## 49 Ohio - Ashland County Ashland County 50.89 1,608 0
## 50 Ohio - Ashland County Ashland County 50.89 1,608 0
## 51 Ohio - Ashtabula County Ashtabula County 43.02 1,597 0
## 52 Ohio - Ashtabula County Ashtabula County 43.02 1,597 0
## 53 Ohio - Ashtabula County Ashtabula County 43.02 1,597 0
## 54 Ohio - Ashtabula County Ashtabula County 43.02 1,597 0
## 55 Ohio - Ashtabula County Ashtabula County 43.02 1,597 0
## 56 Ohio - Ashtabula County Ashtabula County 43.02 1,597 0
## 57 Ohio - Ashtabula County Ashtabula County 43.02 1,597 0
## 58 Ohio - Ashtabula County Ashtabula County 43.02 1,597 0
## 59 Ohio - Ashtabula County Ashtabula County 43.02 1,597 0
## 60 Ohio - Ashtabula County Ashtabula County 43.02 1,597 0
## 61 Ohio - Ashtabula County Ashtabula County 43.02 1,597 0
## 62 Ohio - Athens County Athens County 37.19 2,008 0
## 63 Ohio - Athens County Athens County 37.19 2,008 0
## 64 Ohio - Athens County Athens County 37.19 2,008 0
## 65 Ohio - Athens County Athens County 37.19 2,008 0
## 66 Ohio - Athens County Athens County 37.19 2,008 0
## 67 Ohio - Athens County Athens County 37.19 2,008 0
## 68 Ohio - Athens County Athens County 37.19 2,008 0
## 69 Ohio - Athens County Athens County 37.19 2,008 0
## 70 Ohio - Athens County Athens County 37.19 2,008 0
## 71 Ohio - Athens County Athens County 37.19 2,008 0
## 72 Ohio - Athens County Athens County 37.19 2,008 0
## 73 Ohio - Athens County Athens County 37.19 2,008 0
## 74 Ohio - Athens County Athens County 37.19 2,008 0
## 75 Ohio - Athens County Athens County 37.19 2,008 0
## 76 Ohio - Athens County Athens County 37.19 2,008 0
## 77 Ohio - Athens County Athens County 37.19 2,008 0
## 78 Ohio - Athens County Athens County 37.19 2,008 0
## 79 Ohio - Athens County Athens County 37.19 2,008 0
## 80 Ohio - Athens County Athens County 37.19 2,008 0
## 81 Ohio - Auglaize County Auglaize County 59.52 1,900 0
## 82 Ohio - Auglaize County Auglaize County 59.52 1,900 0
## 83 Ohio - Auglaize County Auglaize County 59.52 1,900 0
## 84 Ohio - Auglaize County Auglaize County 59.52 1,900 0
## 85 Ohio - Auglaize County Auglaize County 59.52 1,900 0
## 86 Ohio - Auglaize County Auglaize County 59.52 1,900 0
## 87 Ohio - Auglaize County Auglaize County 59.52 1,900 0
## 88 Ohio - Auglaize County Auglaize County 59.52 1,900 0
## 89 Ohio - Auglaize County Auglaize County 59.52 1,900 0
## 90 Ohio - Auglaize County Auglaize County 59.52 1,900 0
## 91 Ohio - Auglaize County Auglaize County 59.52 1,900 0
## 92 Ohio - Auglaize County Auglaize County 59.52 1,900 0
## 93 Ohio - Auglaize County Auglaize County 59.52 1,900 0
## 94 Ohio - Auglaize County Auglaize County 59.52 1,900 0
## 95 Ohio - Auglaize County Auglaize County 59.52 1,900 0
## 96 Ohio - Auglaize County Auglaize County 59.52 1,900 0
## 97 Ohio - Belmont County Belmont County 46.48 1,587 0
## 98 Ohio - Belmont County Belmont County 46.48 1,587 0
## 99 Ohio - Belmont County Belmont County 46.48 1,587 0
## 100 Ohio - Belmont County Belmont County 46.48 1,587 0
## 101 Ohio - Belmont County Belmont County 46.48 1,587 0
## 102 Ohio - Belmont County Belmont County 46.48 1,587 0
## 103 Ohio - Belmont County Belmont County 46.48 1,587 0
## 104 Ohio - Belmont County Belmont County 46.48 1,587 0
## 105 Ohio - Belmont County Belmont County 46.48 1,587 0
## 106 Ohio - Belmont County Belmont County 46.48 1,587 0
## 107 Ohio - Belmont County Belmont County 46.48 1,587 0
## 108 Ohio - Belmont County Belmont County 46.48 1,587 0
## 109 Ohio - Belmont County Belmont County 46.48 1,587 0
## 110 Ohio - Belmont County Belmont County 46.48 1,587 0
## 111 Ohio - Belmont County Belmont County 46.48 1,587 0
## 112 Ohio - Belmont County Belmont County 46.48 1,587 0
## 113 Ohio - Belmont County Belmont County 46.48 1,587 0
## 114 Ohio - Brown County Brown County 49.19 2,984 0
## 115 Ohio - Brown County Brown County 49.19 2,984 0
## 116 Ohio - Brown County Brown County 49.19 2,984 0
## 117 Ohio - Brown County Brown County 49.19 2,984 0
## 118 Ohio - Brown County Brown County 49.19 2,984 0
## 119 Ohio - Brown County Brown County 49.19 2,984 0
## 120 Ohio - Brown County Brown County 49.19 2,984 0
## 121 Ohio - Brown County Brown County 49.19 2,984 0
## 122 Ohio - Brown County Brown County 49.19 2,984 0
## 123 Ohio - Brown County Brown County 49.19 2,984 0
## 124 Ohio - Brown County Brown County 49.19 2,984 0
## 125 Ohio - Brown County Brown County 49.19 2,984 0
## 126 Ohio - Brown County Brown County 49.19 2,984 0
## 127 Ohio - Butler County Butler County 62.19 1,209 1
## 128 Ohio - Butler County Butler County 62.19 1,209 1
## 129 Ohio - Butler County Butler County 62.19 1,209 1
## 130 Ohio - Butler County Butler County 62.19 1,209 1
## 131 Ohio - Butler County Butler County 62.19 1,209 1
## 132 Ohio - Butler County Butler County 62.19 1,209 1
## 133 Ohio - Butler County Butler County 62.19 1,209 1
## 134 Ohio - Butler County Butler County 62.19 1,209 1
## 135 Ohio - Butler County Butler County 62.19 1,209 1
## 136 Ohio - Butler County Butler County 62.19 1,209 1
## 137 Ohio - Butler County Butler County 62.19 1,209 1
## 138 Ohio - Carroll County Carroll County 51.75 3,535 0
## 139 Ohio - Carroll County Carroll County 51.75 3,535 0
## 140 Ohio - Carroll County Carroll County 51.75 3,535 0
## 141 Ohio - Carroll County Carroll County 51.75 3,535 0
## 142 Ohio - Carroll County Carroll County 51.75 3,535 0
## 143 Ohio - Carroll County Carroll County 51.75 3,535 0
## 144 Ohio - Carroll County Carroll County 51.75 3,535 0
## 145 Ohio - Carroll County Carroll County 51.75 3,535 0
## 146 Ohio - Carroll County Carroll County 51.75 3,535 0
## 147 Ohio - Carroll County Carroll County 51.75 3,535 0
## 148 Ohio - Carroll County Carroll County 51.75 3,535 0
## 149 Ohio - Carroll County Carroll County 51.75 3,535 0
## 150 Ohio - Carroll County Carroll County 51.75 3,535 0
## 151 Ohio - Carroll County Carroll County 51.75 3,535 0
## 152 Ohio - Carroll County Carroll County 51.75 3,535 0
## 153 Ohio - Carroll County Carroll County 51.75 3,535 0
## 154 Ohio - Carroll County Carroll County 51.75 3,535 0
## 155 Ohio - Carroll County Carroll County 51.75 3,535 0
## 156 Ohio - Carroll County Carroll County 51.75 3,535 0
## 157 Ohio - Champaign County Champaign County 54.50 2,126 0
## 158 Ohio - Champaign County Champaign County 54.50 2,126 0
## 159 Ohio - Champaign County Champaign County 54.50 2,126 0
## 160 Ohio - Champaign County Champaign County 54.50 2,126 0
## 161 Ohio - Champaign County Champaign County 54.50 2,126 0
## 162 Ohio - Champaign County Champaign County 54.50 2,126 0
## 163 Ohio - Champaign County Champaign County 54.50 2,126 0
## 164 Ohio - Champaign County Champaign County 54.50 2,126 0
## 165 Ohio - Champaign County Champaign County 54.50 2,126 0
## 166 Ohio - Champaign County Champaign County 54.50 2,126 0
## 167 Ohio - Clark County Clark County 46.28 1,248 0
## 168 Ohio - Clark County Clark County 46.28 1,248 0
## 169 Ohio - Clark County Clark County 46.28 1,248 0
## 170 Ohio - Clark County Clark County 46.28 1,248 0
## 171 Ohio - Clark County Clark County 46.28 1,248 0
## 172 Ohio - Clark County Clark County 46.28 1,248 0
## 173 Ohio - Clark County Clark County 46.28 1,248 0
## 174 Ohio - Clark County Clark County 46.28 1,248 0
## 175 Ohio - Clark County Clark County 46.28 1,248 0
## 176 Ohio - Clark County Clark County 46.28 1,248 0
## 177 Ohio - Clark County Clark County 46.28 1,248 0
## 178 Ohio - Clark County Clark County 46.28 1,248 0
## 179 Ohio - Clark County Clark County 46.28 1,248 0
## 180 Ohio - Clermont County Clermont County 64.18 1,592 0
## 181 Ohio - Clermont County Clermont County 64.18 1,592 0
## 182 Ohio - Clermont County Clermont County 64.18 1,592 0
## 183 Ohio - Clermont County Clermont County 64.18 1,592 0
## 184 Ohio - Clermont County Clermont County 64.18 1,592 0
## 185 Ohio - Clermont County Clermont County 64.18 1,592 0
## 186 Ohio - Clermont County Clermont County 64.18 1,592 0
## 187 Ohio - Clermont County Clermont County 64.18 1,592 0
## 188 Ohio - Clermont County Clermont County 64.18 1,592 0
## 189 Ohio - Clermont County Clermont County 64.18 1,592 0
## 190 Ohio - Clermont County Clermont County 64.18 1,592 0
## 191 Ohio - Clermont County Clermont County 64.18 1,592 0
## 192 Ohio - Clermont County Clermont County 64.18 1,592 0
## 193 Ohio - Clermont County Clermont County 64.18 1,592 0
## 194 Ohio - Clermont County Clermont County 64.18 1,592 0
## 195 Ohio - Clermont County Clermont County 64.18 1,592 0
## 196 Ohio - Clermont County Clermont County 64.18 1,592 0
## 197 Ohio - Clermont County Clermont County 64.18 1,592 0
## 198 Ohio - Clermont County Clermont County 64.18 1,592 0
## 199 Ohio - Clermont County Clermont County 64.18 1,592 0
## 200 Ohio - Clermont County Clermont County 64.18 1,592 0
## 201 Ohio - Clermont County Clermont County 64.18 1,592 0
## 202 Ohio - Clinton County Clinton County 50.00 2,050 0
## 203 Ohio - Clinton County Clinton County 50.00 2,050 0
## 204 Ohio - Clinton County Clinton County 50.00 2,050 0
## 205 Ohio - Clinton County Clinton County 50.00 2,050 0
## 206 Ohio - Clinton County Clinton County 50.00 2,050 0
## 207 Ohio - Clinton County Clinton County 50.00 2,050 0
## 208 Ohio - Clinton County Clinton County 50.00 2,050 0
## 209 Ohio - Clinton County Clinton County 50.00 2,050 0
## 210 Ohio - Clinton County Clinton County 50.00 2,050 0
## 211 Ohio - Clinton County Clinton County 50.00 2,050 0
## 212 Ohio - Clinton County Clinton County 50.00 2,050 0
## 213 Ohio - Clinton County Clinton County 50.00 2,050 0
## 214 Ohio - Clinton County Clinton County 50.00 2,050 0
## 215 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 216 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 217 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 218 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 219 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 220 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 221 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 222 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 223 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 224 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 225 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 226 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 227 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 228 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 229 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 230 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 231 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 232 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 233 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 234 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 235 Ohio - Columbiana County Columbiana County 45.50 1,393 0
## 236 Ohio - Coshocton County Coshocton County 43.25 2,607 0
## 237 Ohio - Coshocton County Coshocton County 43.25 2,607 0
## 238 Ohio - Coshocton County Coshocton County 43.25 2,607 0
## 239 Ohio - Coshocton County Coshocton County 43.25 2,607 0
## 240 Ohio - Coshocton County Coshocton County 43.25 2,607 0
## 241 Ohio - Coshocton County Coshocton County 43.25 2,607 0
## 242 Ohio - Coshocton County Coshocton County 43.25 2,607 0
## 243 Ohio - Coshocton County Coshocton County 43.25 2,607 0
## 244 Ohio - Coshocton County Coshocton County 43.25 2,607 0
## 245 Ohio - Coshocton County Coshocton County 43.25 2,607 0
## 246 Ohio - Coshocton County Coshocton County 43.25 2,607 0
## 247 Ohio - Coshocton County Coshocton County 43.25 2,607 0
## 248 Ohio - Crawford County Crawford County 41.73 1,070 0
## 249 Ohio - Crawford County Crawford County 41.73 1,070 0
## 250 Ohio - Crawford County Crawford County 41.73 1,070 0
## 251 Ohio - Crawford County Crawford County 41.73 1,070 0
## 252 Ohio - Crawford County Crawford County 41.73 1,070 0
## 253 Ohio - Crawford County Crawford County 41.73 1,070 0
## 254 Ohio - Crawford County Crawford County 41.73 1,070 0
## 255 Ohio - Crawford County Crawford County 41.73 1,070 0
## 256 Ohio - Crawford County Crawford County 41.73 1,070 0
## 257 Ohio - Crawford County Crawford County 41.73 1,070 0
## 258 Ohio - Crawford County Crawford County 41.73 1,070 0
## 259 Ohio - Crawford County Crawford County 41.73 1,070 0
## 260 Ohio - Crawford County Crawford County 41.73 1,070 0
## 261 Ohio - Crawford County Crawford County 41.73 1,070 0
## 262 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 263 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 264 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 265 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 266 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 267 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 268 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 269 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 270 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 271 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 272 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 273 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 274 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 275 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 276 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 277 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 278 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 279 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 280 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 281 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 282 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 283 Ohio - Cuyahoga County Cuyahoga County 46.72 430 1
## 284 Ohio - Darke County Darke County 50.06 1,661 0
## 285 Ohio - Darke County Darke County 50.06 1,661 0
## 286 Ohio - Darke County Darke County 50.06 1,661 0
## 287 Ohio - Darke County Darke County 50.06 1,661 0
## 288 Ohio - Darke County Darke County 50.06 1,661 0
## 289 Ohio - Darke County Darke County 50.06 1,661 0
## 290 Ohio - Darke County Darke County 50.06 1,661 0
## 291 Ohio - Darke County Darke County 50.06 1,661 0
## 292 Ohio - Darke County Darke County 50.06 1,661 0
## 293 Ohio - Darke County Darke County 50.06 1,661 0
## 294 Ohio - Defiance County Defiance County 55.30 2,089 0
## 295 Ohio - Defiance County Defiance County 55.30 2,089 0
## 296 Ohio - Defiance County Defiance County 55.30 2,089 0
## 297 Ohio - Defiance County Defiance County 55.30 2,089 0
## 298 Ohio - Defiance County Defiance County 55.30 2,089 0
## 299 Ohio - Defiance County Defiance County 55.30 2,089 0
## 300 Ohio - Defiance County Defiance County 55.30 2,089 0
## 301 Ohio - Defiance County Defiance County 55.30 2,089 0
## 302 Ohio - Defiance County Defiance County 55.30 2,089 0
## 303 Ohio - Defiance County Defiance County 55.30 2,089 0
## 304 Ohio - Defiance County Defiance County 55.30 2,089 0
## 305 Ohio - Delaware County Delaware County 100.23 2,514 0
## 306 Ohio - Delaware County Delaware County 100.23 2,514 0
## 307 Ohio - Delaware County Delaware County 100.23 2,514 0
## 308 Ohio - Delaware County Delaware County 100.23 2,514 0
## 309 Ohio - Delaware County Delaware County 100.23 2,514 0
## 310 Ohio - Delaware County Delaware County 100.23 2,514 0
## 311 Ohio - Delaware County Delaware County 100.23 2,514 0
## 312 Ohio - Delaware County Delaware County 100.23 2,514 0
## 313 Ohio - Delaware County Delaware County 100.23 2,514 0
## 314 Ohio - Delaware County Delaware County 100.23 2,514 0
## 315 Ohio - Delaware County Delaware County 100.23 2,514 0
## 316 Ohio - Delaware County Delaware County 100.23 2,514 0
## 317 Ohio - Erie County Erie County 51.03 1,456 0
## 318 Ohio - Erie County Erie County 51.03 1,456 0
## 319 Ohio - Erie County Erie County 51.03 1,456 0
## 320 Ohio - Erie County Erie County 51.03 1,456 0
## 321 Ohio - Erie County Erie County 51.03 1,456 0
## 322 Ohio - Erie County Erie County 51.03 1,456 0
## 323 Ohio - Erie County Erie County 51.03 1,456 0
## 324 Ohio - Erie County Erie County 51.03 1,456 0
## 325 Ohio - Erie County Erie County 51.03 1,456 0
## 326 Ohio - Erie County Erie County 51.03 1,456 0
## 327 Ohio - Erie County Erie County 51.03 1,456 0
## 328 Ohio - Erie County Erie County 51.03 1,456 0
## 329 Ohio - Erie County Erie County 51.03 1,456 0
## 330 Ohio - Erie County Erie County 51.03 1,456 0
## 331 Ohio - Erie County Erie County 51.03 1,456 0
## 332 Ohio - Erie County Erie County 51.03 1,456 0
## 333 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 334 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 335 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 336 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 337 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 338 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 339 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 340 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 341 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 342 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 343 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 344 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 345 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 346 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 347 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 348 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 349 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 350 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 351 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 352 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 353 Ohio - Fairfield County Fairfield County 63.42 1,617 0
## 354 Ohio - Fayette County Fayette County 44.29 2,298 0
## 355 Ohio - Fayette County Fayette County 44.29 2,298 0
## 356 Ohio - Fayette County Fayette County 44.29 2,298 0
## 357 Ohio - Fayette County Fayette County 44.29 2,298 0
## 358 Ohio - Fayette County Fayette County 44.29 2,298 0
## 359 Ohio - Fayette County Fayette County 44.29 2,298 0
## 360 Ohio - Fayette County Fayette County 44.29 2,298 0
## 361 Ohio - Fayette County Fayette County 44.29 2,298 0
## 362 Ohio - Fayette County Fayette County 44.29 2,298 0
## 363 Ohio - Franklin County Franklin County 56.32 509 1
## 364 Ohio - Franklin County Franklin County 56.32 509 1
## 365 Ohio - Franklin County Franklin County 56.32 509 1
## 366 Ohio - Franklin County Franklin County 56.32 509 1
## 367 Ohio - Franklin County Franklin County 56.32 509 1
## 368 Ohio - Franklin County Franklin County 56.32 509 1
## 369 Ohio - Franklin County Franklin County 56.32 509 1
## 370 Ohio - Franklin County Franklin County 56.32 509 1
## 371 Ohio - Franklin County Franklin County 56.32 509 1
## 372 Ohio - Franklin County Franklin County 56.32 509 1
## 373 Ohio - Franklin County Franklin County 56.32 509 1
## 374 Ohio - Franklin County Franklin County 56.32 509 1
## 375 Ohio - Franklin County Franklin County 56.32 509 1
## 376 Ohio - Franklin County Franklin County 56.32 509 1
## 377 Ohio - Franklin County Franklin County 56.32 509 1
## 378 Ohio - Franklin County Franklin County 56.32 509 1
## 379 Ohio - Franklin County Franklin County 56.32 509 1
## 380 Ohio - Franklin County Franklin County 56.32 509 1
## 381 Ohio - Franklin County Franklin County 56.32 509 1
## 382 Ohio - Franklin County Franklin County 56.32 509 1
## 383 Ohio - Fulton County Fulton County 57.77 2,425 0
## 384 Ohio - Fulton County Fulton County 57.77 2,425 0
## 385 Ohio - Fulton County Fulton County 57.77 2,425 0
## 386 Ohio - Fulton County Fulton County 57.77 2,425 0
## 387 Ohio - Fulton County Fulton County 57.77 2,425 0
## 388 Ohio - Fulton County Fulton County 57.77 2,425 0
## 389 Ohio - Fulton County Fulton County 57.77 2,425 0
## 390 Ohio - Fulton County Fulton County 57.77 2,425 0
## 391 Ohio - Fulton County Fulton County 57.77 2,425 0
## 392 Ohio - Fulton County Fulton County 57.77 2,425 0
## 393 Ohio - Fulton County Fulton County 57.77 2,425 0
## 394 Ohio - Fulton County Fulton County 57.77 2,425 0
## 395 Ohio - Gallia County Gallia County 42.00 2,864 0
## 396 Ohio - Gallia County Gallia County 42.00 2,864 0
## 397 Ohio - Gallia County Gallia County 42.00 2,864 0
## 398 Ohio - Gallia County Gallia County 42.00 2,864 0
## 399 Ohio - Gallia County Gallia County 42.00 2,864 0
## 400 Ohio - Gallia County Gallia County 42.00 2,864 0
## 401 Ohio - Gallia County Gallia County 42.00 2,864 0
## 402 Ohio - Gallia County Gallia County 42.00 2,864 0
## 403 Ohio - Gallia County Gallia County 42.00 2,864 0
## 404 Ohio - Gallia County Gallia County 42.00 2,864 0
## 405 Ohio - Gallia County Gallia County 42.00 2,864 0
## 406 Ohio - Gallia County Gallia County 42.00 2,864 0
## 407 Ohio - Gallia County Gallia County 42.00 2,864 0
## 408 Ohio - Gallia County Gallia County 42.00 2,864 0
## 409 Ohio - Gallia County Gallia County 42.00 2,864 0
## 410 Ohio - Gallia County Gallia County 42.00 2,864 0
## 411 Ohio - Gallia County Gallia County 42.00 2,864 0
## 412 Ohio - Gallia County Gallia County 42.00 2,864 0
## 413 Ohio - Gallia County Gallia County 42.00 2,864 0
## 414 Ohio - Gallia County Gallia County 42.00 2,864 0
## 415 Ohio - Gallia County Gallia County 42.00 2,864 0
## 416 Ohio - Gallia County Gallia County 42.00 2,864 0
## 417 Ohio - Gallia County Gallia County 42.00 2,864 0
## 418 Ohio - Gallia County Gallia County 42.00 2,864 0
## 419 Ohio - Gallia County Gallia County 42.00 2,864 0
## 420 Ohio - Gallia County Gallia County 42.00 2,864 0
## 421 Ohio - Geauga County Geauga County 77.10 2,375 0
## 422 Ohio - Geauga County Geauga County 77.10 2,375 0
## 423 Ohio - Geauga County Geauga County 77.10 2,375 0
## 424 Ohio - Geauga County Geauga County 77.10 2,375 0
## 425 Ohio - Geauga County Geauga County 77.10 2,375 0
## 426 Ohio - Geauga County Geauga County 77.10 2,375 0
## 427 Ohio - Geauga County Geauga County 77.10 2,375 0
## 428 Ohio - Geauga County Geauga County 77.10 2,375 0
## 429 Ohio - Geauga County Geauga County 77.10 2,375 0
## 430 Ohio - Geauga County Geauga County 77.10 2,375 0
## 431 Ohio - Geauga County Geauga County 77.10 2,375 0
## 432 Ohio - Geauga County Geauga County 77.10 2,375 0
## 433 Ohio - Geauga County Geauga County 77.10 2,375 0
## 434 Ohio - Geauga County Geauga County 77.10 2,375 0
## 435 Ohio - Greene County Greene County 65.03 1,700 0
## 436 Ohio - Greene County Greene County 65.03 1,700 0
## 437 Ohio - Greene County Greene County 65.03 1,700 0
## 438 Ohio - Greene County Greene County 65.03 1,700 0
## 439 Ohio - Greene County Greene County 65.03 1,700 0
## 440 Ohio - Greene County Greene County 65.03 1,700 0
## 441 Ohio - Greene County Greene County 65.03 1,700 0
## 442 Ohio - Greene County Greene County 65.03 1,700 0
## 443 Ohio - Greene County Greene County 65.03 1,700 0
## 444 Ohio - Greene County Greene County 65.03 1,700 0
## 445 Ohio - Greene County Greene County 65.03 1,700 0
## 446 Ohio - Greene County Greene County 65.03 1,700 0
## 447 Ohio - Greene County Greene County 65.03 1,700 0
## 448 Ohio - Greene County Greene County 65.03 1,700 0
## 449 Ohio - Greene County Greene County 65.03 1,700 0
## 450 Ohio - Guernsey County Guernsey County 42.74 2,537 0
## 451 Ohio - Guernsey County Guernsey County 42.74 2,537 0
## 452 Ohio - Guernsey County Guernsey County 42.74 2,537 0
## 453 Ohio - Guernsey County Guernsey County 42.74 2,537 0
## 454 Ohio - Guernsey County Guernsey County 42.74 2,537 0
## 455 Ohio - Guernsey County Guernsey County 42.74 2,537 0
## 456 Ohio - Guernsey County Guernsey County 42.74 2,537 0
## 457 Ohio - Guernsey County Guernsey County 42.74 2,537 0
## 458 Ohio - Guernsey County Guernsey County 42.74 2,537 0
## 459 Ohio - Guernsey County Guernsey County 42.74 2,537 0
## 460 Ohio - Guernsey County Guernsey County 42.74 2,537 0
## 461 Ohio - Guernsey County Guernsey County 42.74 2,537 0
## 462 Ohio - Guernsey County Guernsey County 42.74 2,537 0
## 463 Ohio - Guernsey County Guernsey County 42.74 2,537 0
## 464 Ohio - Guernsey County Guernsey County 42.74 2,537 0
## 465 Ohio - Guernsey County Guernsey County 42.74 2,537 0
## 466 Ohio - Guernsey County Guernsey County 42.74 2,537 0
## 467 Ohio - Guernsey County Guernsey County 42.74 2,537 0
## 468 Ohio - Hamilton County Hamilton County 52.39 581 0
## 469 Ohio - Hamilton County Hamilton County 52.39 581 0
## 470 Ohio - Hamilton County Hamilton County 52.39 581 0
## 471 Ohio - Hamilton County Hamilton County 52.39 581 0
## 472 Ohio - Hamilton County Hamilton County 52.39 581 0
## 473 Ohio - Hamilton County Hamilton County 52.39 581 0
## 474 Ohio - Hamilton County Hamilton County 52.39 581 0
## 475 Ohio - Hamilton County Hamilton County 52.39 581 0
## 476 Ohio - Hamilton County Hamilton County 52.39 581 0
## 477 Ohio - Hamilton County Hamilton County 52.39 581 0
## 478 Ohio - Hamilton County Hamilton County 52.39 581 0
## 479 Ohio - Hamilton County Hamilton County 52.39 581 0
## 480 Ohio - Hamilton County Hamilton County 52.39 581 0
## 481 Ohio - Hamilton County Hamilton County 52.39 581 0
## 482 Ohio - Hamilton County Hamilton County 52.39 581 0
## 483 Ohio - Hamilton County Hamilton County 52.39 581 0
## 484 Ohio - Hamilton County Hamilton County 52.39 581 0
## 485 Ohio - Hamilton County Hamilton County 52.39 581 0
## 486 Ohio - Hamilton County Hamilton County 52.39 581 0
## 487 Ohio - Hamilton County Hamilton County 52.39 581 0
## 488 Ohio - Hamilton County Hamilton County 52.39 581 0
## 489 Ohio - Hamilton County Hamilton County 52.39 581 0
## 490 Ohio - Hamilton County Hamilton County 52.39 581 0
## 491 Ohio - Hamilton County Hamilton County 52.39 581 0
## 492 Ohio - Hamilton County Hamilton County 52.39 581 0
## 493 Ohio - Hamilton County Hamilton County 52.39 581 0
## 494 Ohio - Hamilton County Hamilton County 52.39 581 0
## 495 Ohio - Hamilton County Hamilton County 52.39 581 0
## 496 Ohio - Hamilton County Hamilton County 52.39 581 0
## 497 Ohio - Hancock County Hancock County 52.83 2,001 0
## 498 Ohio - Hancock County Hancock County 52.83 2,001 0
## 499 Ohio - Hancock County Hancock County 52.83 2,001 0
## 500 Ohio - Hancock County Hancock County 52.83 2,001 0
## 501 Ohio - Hancock County Hancock County 52.83 2,001 0
## 502 Ohio - Hancock County Hancock County 52.83 2,001 0
## 503 Ohio - Hancock County Hancock County 52.83 2,001 0
## 504 Ohio - Hancock County Hancock County 52.83 2,001 0
## 505 Ohio - Hancock County Hancock County 52.83 2,001 0
## 506 Ohio - Hancock County Hancock County 52.83 2,001 0
## 507 Ohio - Hancock County Hancock County 52.83 2,001 0
## 508 Ohio - Hancock County Hancock County 52.83 2,001 0
## 509 Ohio - Hardin County Hardin County 46.40 2,271 0
## 510 Ohio - Hardin County Hardin County 46.40 2,271 0
## 511 Ohio - Hardin County Hardin County 46.40 2,271 0
## 512 Ohio - Hardin County Hardin County 46.40 2,271 0
## 513 Ohio - Hardin County Hardin County 46.40 2,271 0
## 514 Ohio - Hardin County Hardin County 46.40 2,271 0
## 515 Ohio - Hardin County Hardin County 46.40 2,271 0
## 516 Ohio - Hardin County Hardin County 46.40 2,271 0
## 517 Ohio - Hardin County Hardin County 46.40 2,271 0
## 518 Ohio - Hardin County Hardin County 46.40 2,271 0
## 519 Ohio - Hardin County Hardin County 46.40 2,271 0
## 520 Ohio - Hardin County Hardin County 46.40 2,271 0
## 521 Ohio - Hardin County Hardin County 46.40 2,271 0
## 522 Ohio - Harrison County Harrison County 46.22 2,725 0
## 523 Ohio - Harrison County Harrison County 46.22 2,725 0
## 524 Ohio - Harrison County Harrison County 46.22 2,725 0
## 525 Ohio - Harrison County Harrison County 46.22 2,725 0
## 526 Ohio - Harrison County Harrison County 46.22 2,725 0
## 527 Ohio - Harrison County Harrison County 46.22 2,725 0
## 528 Ohio - Harrison County Harrison County 46.22 2,725 0
## 529 Ohio - Harrison County Harrison County 46.22 2,725 0
## 530 Ohio - Harrison County Harrison County 46.22 2,725 0
## 531 Ohio - Harrison County Harrison County 46.22 2,725 0
## 532 Ohio - Henry County Henry County 58.07 3,117 0
## 533 Ohio - Henry County Henry County 58.07 3,117 0
## 534 Ohio - Henry County Henry County 58.07 3,117 0
## 535 Ohio - Henry County Henry County 58.07 3,117 0
## 536 Ohio - Henry County Henry County 58.07 3,117 0
## 537 Ohio - Henry County Henry County 58.07 3,117 0
## 538 Ohio - Henry County Henry County 58.07 3,117 0
## 539 Ohio - Henry County Henry County 58.07 3,117 0
## 540 Ohio - Highland County Highland County 42.33 2,216 0
## 541 Ohio - Highland County Highland County 42.33 2,216 0
## 542 Ohio - Highland County Highland County 42.33 2,216 0
## 543 Ohio - Highland County Highland County 42.33 2,216 0
## 544 Ohio - Highland County Highland County 42.33 2,216 0
## 545 Ohio - Highland County Highland County 42.33 2,216 0
## 546 Ohio - Highland County Highland County 42.33 2,216 0
## 547 Ohio - Highland County Highland County 42.33 2,216 0
## 548 Ohio - Highland County Highland County 42.33 2,216 0
## 549 Ohio - Highland County Highland County 42.33 2,216 0
## 550 Ohio - Highland County Highland County 42.33 2,216 0
## 551 Ohio - Highland County Highland County 42.33 2,216 0
## 552 Ohio - Highland County Highland County 42.33 2,216 0
## 553 Ohio - Highland County Highland County 42.33 2,216 0
## 554 Ohio - Highland County Highland County 42.33 2,216 0
## 555 Ohio - Highland County Highland County 42.33 2,216 0
## 556 Ohio - Highland County Highland County 42.33 2,216 0
## 557 Ohio - Highland County Highland County 42.33 2,216 0
## 558 Ohio - Highland County Highland County 42.33 2,216 0
## 559 Ohio - Highland County Highland County 42.33 2,216 0
## 560 Ohio - Highland County Highland County 42.33 2,216 0
## 561 Ohio - Highland County Highland County 42.33 2,216 0
## 562 Ohio - Highland County Highland County 42.33 2,216 0
## 563 Ohio - Hocking County Hocking County 48.07 3,504 0
## 564 Ohio - Hocking County Hocking County 48.07 3,504 0
## 565 Ohio - Hocking County Hocking County 48.07 3,504 0
## 566 Ohio - Hocking County Hocking County 48.07 3,504 0
## 567 Ohio - Hocking County Hocking County 48.07 3,504 0
## 568 Ohio - Hocking County Hocking County 48.07 3,504 0
## 569 Ohio - Hocking County Hocking County 48.07 3,504 0
## 570 Ohio - Hocking County Hocking County 48.07 3,504 0
## 571 Ohio - Hocking County Hocking County 48.07 3,504 0
## 572 Ohio - Hocking County Hocking County 48.07 3,504 0
## 573 Ohio - Hocking County Hocking County 48.07 3,504 0
## 574 Ohio - Hocking County Hocking County 48.07 3,504 0
## 575 Ohio - Hocking County Hocking County 48.07 3,504 0
## 576 Ohio - Hocking County Hocking County 48.07 3,504 0
## 577 Ohio - Hocking County Hocking County 48.07 3,504 0
## 578 Ohio - Hocking County Hocking County 48.07 3,504 0
## 579 Ohio - Hocking County Hocking County 48.07 3,504 0
## 580 Ohio - Hocking County Hocking County 48.07 3,504 0
## 581 Ohio - Hocking County Hocking County 48.07 3,504 0
## 582 Ohio - Hocking County Hocking County 48.07 3,504 0
## 583 Ohio - Hocking County Hocking County 48.07 3,504 0
## 584 Ohio - Holmes County Holmes County 58.73 2,576 0
## 585 Ohio - Holmes County Holmes County 58.73 2,576 0
## 586 Ohio - Holmes County Holmes County 58.73 2,576 0
## 587 Ohio - Holmes County Holmes County 58.73 2,576 0
## 588 Ohio - Holmes County Holmes County 58.73 2,576 0
## 589 Ohio - Holmes County Holmes County 58.73 2,576 0
## 590 Ohio - Holmes County Holmes County 58.73 2,576 0
## 591 Ohio - Holmes County Holmes County 58.73 2,576 0
## 592 Ohio - Holmes County Holmes County 58.73 2,576 0
## 593 Ohio - Holmes County Holmes County 58.73 2,576 0
## 594 Ohio - Holmes County Holmes County 58.73 2,576 0
## 595 Ohio - Holmes County Holmes County 58.73 2,576 0
## 596 Ohio - Holmes County Holmes County 58.73 2,576 0
## 597 Ohio - Holmes County Holmes County 58.73 2,576 0
## 598 Ohio - Huron County Huron County 49.71 1,428 0
## 599 Ohio - Huron County Huron County 49.71 1,428 0
## 600 Ohio - Huron County Huron County 49.71 1,428 0
## 601 Ohio - Huron County Huron County 49.71 1,428 0
## 602 Ohio - Huron County Huron County 49.71 1,428 0
## 603 Ohio - Huron County Huron County 49.71 1,428 0
## 604 Ohio - Huron County Huron County 49.71 1,428 0
## 605 Ohio - Huron County Huron County 49.71 1,428 0
## 606 Ohio - Huron County Huron County 49.71 1,428 0
## 607 Ohio - Jackson County Jackson County 43.40 2,292 0
## 608 Ohio - Jackson County Jackson County 43.40 2,292 0
## 609 Ohio - Jackson County Jackson County 43.40 2,292 0
## 610 Ohio - Jackson County Jackson County 43.40 2,292 0
## 611 Ohio - Jackson County Jackson County 43.40 2,292 0
## 612 Ohio - Jackson County Jackson County 43.40 2,292 0
## 613 Ohio - Jackson County Jackson County 43.40 2,292 0
## 614 Ohio - Jackson County Jackson County 43.40 2,292 0
## 615 Ohio - Jackson County Jackson County 43.40 2,292 0
## 616 Ohio - Jackson County Jackson County 43.40 2,292 0
## 617 Ohio - Jackson County Jackson County 43.40 2,292 0
## 618 Ohio - Jackson County Jackson County 43.40 2,292 0
## 619 Ohio - Jackson County Jackson County 43.40 2,292 0
## 620 Ohio - Jackson County Jackson County 43.40 2,292 0
## 621 Ohio - Jackson County Jackson County 43.40 2,292 0
## 622 Ohio - Jackson County Jackson County 43.40 2,292 0
## 623 Ohio - Jackson County Jackson County 43.40 2,292 0
## 624 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 625 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 626 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 627 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 628 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 629 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 630 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 631 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 632 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 633 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 634 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 635 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 636 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 637 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 638 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 639 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 640 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 641 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 642 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 643 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 644 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 645 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 646 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 647 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 648 Ohio - Jefferson County Jefferson County 43.16 1,770 0
## 649 Ohio - Knox County Knox County 51.21 1,892 0
## 650 Ohio - Knox County Knox County 51.21 1,892 0
## 651 Ohio - Knox County Knox County 51.21 1,892 0
## 652 Ohio - Knox County Knox County 51.21 1,892 0
## 653 Ohio - Knox County Knox County 51.21 1,892 0
## 654 Ohio - Knox County Knox County 51.21 1,892 0
## 655 Ohio - Knox County Knox County 51.21 1,892 0
## 656 Ohio - Knox County Knox County 51.21 1,892 0
## 657 Ohio - Knox County Knox County 51.21 1,892 0
## 658 Ohio - Knox County Knox County 51.21 1,892 0
## 659 Ohio - Knox County Knox County 51.21 1,892 0
## 660 Ohio - Knox County Knox County 51.21 1,892 0
## 661 Ohio - Knox County Knox County 51.21 1,892 0
## 662 Ohio - Knox County Knox County 51.21 1,892 0
## 663 Ohio - Knox County Knox County 51.21 1,892 0
## 664 Ohio - Knox County Knox County 51.21 1,892 0
## 665 Ohio - Knox County Knox County 51.21 1,892 0
## 666 Ohio - Lake County Lake County 61.14 1,160 1
## 667 Ohio - Lake County Lake County 61.14 1,160 1
## 668 Ohio - Lake County Lake County 61.14 1,160 1
## 669 Ohio - Lake County Lake County 61.14 1,160 1
## 670 Ohio - Lake County Lake County 61.14 1,160 1
## 671 Ohio - Lake County Lake County 61.14 1,160 1
## 672 Ohio - Lake County Lake County 61.14 1,160 1
## 673 Ohio - Lake County Lake County 61.14 1,160 1
## 674 Ohio - Lake County Lake County 61.14 1,160 1
## 675 Ohio - Lake County Lake County 61.14 1,160 1
## 676 Ohio - Lake County Lake County 61.14 1,160 1
## 677 Ohio - Lake County Lake County 61.14 1,160 1
## 678 Ohio - Lake County Lake County 61.14 1,160 1
## 679 Ohio - Lake County Lake County 61.14 1,160 1
## 680 Ohio - Lake County Lake County 61.14 1,160 1
## 681 Ohio - Lake County Lake County 61.14 1,160 1
## 682 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 683 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 684 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 685 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 686 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 687 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 688 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 689 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 690 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 691 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 692 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 693 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 694 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 695 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 696 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 697 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 698 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 699 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 700 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 701 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 702 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 703 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 704 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 705 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 706 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 707 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 708 Ohio - Lawrence County Lawrence County 45.47 2,272 0
## 709 Ohio - Licking County Licking County 59.75 1,621 0
## 710 Ohio - Licking County Licking County 59.75 1,621 0
## 711 Ohio - Licking County Licking County 59.75 1,621 0
## 712 Ohio - Licking County Licking County 59.75 1,621 0
## 713 Ohio - Licking County Licking County 59.75 1,621 0
## 714 Ohio - Licking County Licking County 59.75 1,621 0
## 715 Ohio - Licking County Licking County 59.75 1,621 0
## 716 Ohio - Licking County Licking County 59.75 1,621 0
## 717 Ohio - Licking County Licking County 59.75 1,621 0
## 718 Ohio - Licking County Licking County 59.75 1,621 0
## 719 Ohio - Licking County Licking County 59.75 1,621 0
## 720 Ohio - Licking County Licking County 59.75 1,621 0
## 721 Ohio - Licking County Licking County 59.75 1,621 0
## 722 Ohio - Logan County Logan County 53.05 1,732 0
## 723 Ohio - Logan County Logan County 53.05 1,732 0
## 724 Ohio - Logan County Logan County 53.05 1,732 0
## 725 Ohio - Logan County Logan County 53.05 1,732 0
## 726 Ohio - Logan County Logan County 53.05 1,732 0
## 727 Ohio - Logan County Logan County 53.05 1,732 0
## 728 Ohio - Logan County Logan County 53.05 1,732 0
## 729 Ohio - Logan County Logan County 53.05 1,732 0
## 730 Ohio - Logan County Logan County 53.05 1,732 0
## 731 Ohio - Logan County Logan County 53.05 1,732 0
## 732 Ohio - Logan County Logan County 53.05 1,732 0
## 733 Ohio - Logan County Logan County 53.05 1,732 0
## 734 Ohio - Logan County Logan County 53.05 1,732 0
## 735 Ohio - Logan County Logan County 53.05 1,732 0
## 736 Ohio - Lorain County Lorain County 54.99 963 0
## 737 Ohio - Lorain County Lorain County 54.99 963 0
## 738 Ohio - Lorain County Lorain County 54.99 963 0
## 739 Ohio - Lorain County Lorain County 54.99 963 0
## 740 Ohio - Lorain County Lorain County 54.99 963 0
## 741 Ohio - Lorain County Lorain County 54.99 963 0
## 742 Ohio - Lorain County Lorain County 54.99 963 0
## 743 Ohio - Lorain County Lorain County 54.99 963 0
## 744 Ohio - Lorain County Lorain County 54.99 963 0
## 745 Ohio - Lorain County Lorain County 54.99 963 0
## 746 Ohio - Lorain County Lorain County 54.99 963 0
## 747 Ohio - Lorain County Lorain County 54.99 963 0
## 748 Ohio - Lorain County Lorain County 54.99 963 0
## 749 Ohio - Lorain County Lorain County 54.99 963 0
## 750 Ohio - Lorain County Lorain County 54.99 963 0
## 751 Ohio - Lorain County Lorain County 54.99 963 0
## 752 Ohio - Lorain County Lorain County 54.99 963 0
## 753 Ohio - Lucas County Lucas County 44.82 790 1
## 754 Ohio - Lucas County Lucas County 44.82 790 1
## 755 Ohio - Lucas County Lucas County 44.82 790 1
## 756 Ohio - Lucas County Lucas County 44.82 790 1
## 757 Ohio - Lucas County Lucas County 44.82 790 1
## 758 Ohio - Lucas County Lucas County 44.82 790 1
## 759 Ohio - Lucas County Lucas County 44.82 790 1
## 760 Ohio - Lucas County Lucas County 44.82 790 1
## 761 Ohio - Lucas County Lucas County 44.82 790 1
## 762 Ohio - Lucas County Lucas County 44.82 790 1
## 763 Ohio - Lucas County Lucas County 44.82 790 1
## 764 Ohio - Lucas County Lucas County 44.82 790 1
## 765 Ohio - Lucas County Lucas County 44.82 790 1
## 766 Ohio - Lucas County Lucas County 44.82 790 1
## 767 Ohio - Lucas County Lucas County 44.82 790 1
## 768 Ohio - Lucas County Lucas County 44.82 790 1
## 769 Ohio - Lucas County Lucas County 44.82 790 1
## 770 Ohio - Lucas County Lucas County 44.82 790 1
## 771 Ohio - Lucas County Lucas County 44.82 790 1
## 772 Ohio - Lucas County Lucas County 44.82 790 1
## 773 Ohio - Lucas County Lucas County 44.82 790 1
## 774 Ohio - Lucas County Lucas County 44.82 790 1
## 775 Ohio - Lucas County Lucas County 44.82 790 1
## 776 Ohio - Lucas County Lucas County 44.82 790 1
## 777 Ohio - Lucas County Lucas County 44.82 790 1
## 778 Ohio - Lucas County Lucas County 44.82 790 1
## 779 Ohio - Lucas County Lucas County 44.82 790 1
## 780 Ohio - Lucas County Lucas County 44.82 790 1
## 781 Ohio - Lucas County Lucas County 44.82 790 1
## 782 Ohio - Madison County Madison County 62.90 1,726 0
## 783 Ohio - Madison County Madison County 62.90 1,726 0
## 784 Ohio - Madison County Madison County 62.90 1,726 0
## 785 Ohio - Madison County Madison County 62.90 1,726 0
## 786 Ohio - Madison County Madison County 62.90 1,726 0
## 787 Ohio - Madison County Madison County 62.90 1,726 0
## 788 Ohio - Madison County Madison County 62.90 1,726 0
## 789 Ohio - Madison County Madison County 62.90 1,726 0
## 790 Ohio - Madison County Madison County 62.90 1,726 0
## 791 Ohio - Madison County Madison County 62.90 1,726 0
## 792 Ohio - Madison County Madison County 62.90 1,726 0
## 793 Ohio - Madison County Madison County 62.90 1,726 0
## 794 Ohio - Madison County Madison County 62.90 1,726 0
## 795 Ohio - Madison County Madison County 62.90 1,726 0
## 796 Ohio - Madison County Madison County 62.90 1,726 0
## 797 Ohio - Madison County Madison County 62.90 1,726 0
## 798 Ohio - Mahoning County Mahoning County 43.25 939 1
## 799 Ohio - Mahoning County Mahoning County 43.25 939 1
## 800 Ohio - Mahoning County Mahoning County 43.25 939 1
## 801 Ohio - Mahoning County Mahoning County 43.25 939 1
## 802 Ohio - Mahoning County Mahoning County 43.25 939 1
## 803 Ohio - Mahoning County Mahoning County 43.25 939 1
## 804 Ohio - Mahoning County Mahoning County 43.25 939 1
## 805 Ohio - Mahoning County Mahoning County 43.25 939 1
## 806 Ohio - Mahoning County Mahoning County 43.25 939 1
## 807 Ohio - Mahoning County Mahoning County 43.25 939 1
## 808 Ohio - Mahoning County Mahoning County 43.25 939 1
## 809 Ohio - Mahoning County Mahoning County 43.25 939 1
## 810 Ohio - Marion County Marion County 44.71 1,991 0
## 811 Ohio - Marion County Marion County 44.71 1,991 0
## 812 Ohio - Marion County Marion County 44.71 1,991 0
## 813 Ohio - Marion County Marion County 44.71 1,991 0
## 814 Ohio - Marion County Marion County 44.71 1,991 0
## 815 Ohio - Marion County Marion County 44.71 1,991 0
## 816 Ohio - Marion County Marion County 44.71 1,991 0
## 817 Ohio - Marion County Marion County 44.71 1,991 0
## 818 Ohio - Marion County Marion County 44.71 1,991 0
## 819 Ohio - Marion County Marion County 44.71 1,991 0
## 820 Ohio - Marion County Marion County 44.71 1,991 0
## 821 Ohio - Marion County Marion County 44.71 1,991 0
## 822 Ohio - Marion County Marion County 44.71 1,991 0
## 823 Ohio - Marion County Marion County 44.71 1,991 0
## 824 Ohio - Medina County Medina County 71.60 1,509 0
## 825 Ohio - Medina County Medina County 71.60 1,509 0
## 826 Ohio - Medina County Medina County 71.60 1,509 0
## 827 Ohio - Medina County Medina County 71.60 1,509 0
## 828 Ohio - Medina County Medina County 71.60 1,509 0
## 829 Ohio - Medina County Medina County 71.60 1,509 0
## 830 Ohio - Medina County Medina County 71.60 1,509 0
## 831 Ohio - Medina County Medina County 71.60 1,509 0
## 832 Ohio - Medina County Medina County 71.60 1,509 0
## 833 Ohio - Medina County Medina County 71.60 1,509 0
## 834 Ohio - Medina County Medina County 71.60 1,509 0
## 835 Ohio - Medina County Medina County 71.60 1,509 0
## 836 Ohio - Meigs County Meigs County 42.11 2,658 0
## 837 Ohio - Meigs County Meigs County 42.11 2,658 0
## 838 Ohio - Meigs County Meigs County 42.11 2,658 0
## 839 Ohio - Meigs County Meigs County 42.11 2,658 0
## 840 Ohio - Meigs County Meigs County 42.11 2,658 0
## 841 Ohio - Meigs County Meigs County 42.11 2,658 0
## 842 Ohio - Meigs County Meigs County 42.11 2,658 0
## 843 Ohio - Meigs County Meigs County 42.11 2,658 0
## 844 Ohio - Meigs County Meigs County 42.11 2,658 0
## 845 Ohio - Meigs County Meigs County 42.11 2,658 0
## 846 Ohio - Meigs County Meigs County 42.11 2,658 0
## 847 Ohio - Meigs County Meigs County 42.11 2,658 0
## 848 Ohio - Meigs County Meigs County 42.11 2,658 0
## 849 Ohio - Meigs County Meigs County 42.11 2,658 0
## 850 Ohio - Meigs County Meigs County 42.11 2,658 0
## 851 Ohio - Meigs County Meigs County 42.11 2,658 0
## 852 Ohio - Meigs County Meigs County 42.11 2,658 0
## 853 Ohio - Meigs County Meigs County 42.11 2,658 0
## 854 Ohio - Meigs County Meigs County 42.11 2,658 0
## 855 Ohio - Meigs County Meigs County 42.11 2,658 0
## 856 Ohio - Meigs County Meigs County 42.11 2,658 0
## 857 Ohio - Meigs County Meigs County 42.11 2,658 0
## 858 Ohio - Meigs County Meigs County 42.11 2,658 0
## 859 Ohio - Meigs County Meigs County 42.11 2,658 0
## 860 Ohio - Meigs County Meigs County 42.11 2,658 0
## 861 Ohio - Mercer County Mercer County 57.05 2,526 0
## 862 Ohio - Mercer County Mercer County 57.05 2,526 0
## 863 Ohio - Mercer County Mercer County 57.05 2,526 0
## 864 Ohio - Mercer County Mercer County 57.05 2,526 0
## 865 Ohio - Mercer County Mercer County 57.05 2,526 0
## 866 Ohio - Mercer County Mercer County 57.05 2,526 0
## 867 Ohio - Mercer County Mercer County 57.05 2,526 0
## 868 Ohio - Miami County Miami County 54.57 1,561 0
## 869 Ohio - Miami County Miami County 54.57 1,561 0
## 870 Ohio - Miami County Miami County 54.57 1,561 0
## 871 Ohio - Miami County Miami County 54.57 1,561 0
## 872 Ohio - Miami County Miami County 54.57 1,561 0
## 873 Ohio - Miami County Miami County 54.57 1,561 0
## 874 Ohio - Miami County Miami County 54.57 1,561 0
## 875 Ohio - Miami County Miami County 54.57 1,561 0
## 876 Ohio - Miami County Miami County 54.57 1,561 0
## 877 Ohio - Miami County Miami County 54.57 1,561 0
## 878 Ohio - Monroe County Monroe County 43.30 1,915 0
## 879 Ohio - Monroe County Monroe County 43.30 1,915 0
## 880 Ohio - Monroe County Monroe County 43.30 1,915 0
## 881 Ohio - Monroe County Monroe County 43.30 1,915 0
## 882 Ohio - Monroe County Monroe County 43.30 1,915 0
## 883 Ohio - Monroe County Monroe County 43.30 1,915 0
## 884 Ohio - Monroe County Monroe County 43.30 1,915 0
## 885 Ohio - Monroe County Monroe County 43.30 1,915 0
## 886 Ohio - Monroe County Monroe County 43.30 1,915 0
## 887 Ohio - Monroe County Monroe County 43.30 1,915 0
## 888 Ohio - Monroe County Monroe County 43.30 1,915 0
## 889 Ohio - Monroe County Monroe County 43.30 1,915 0
## 890 Ohio - Monroe County Monroe County 43.30 1,915 0
## 891 Ohio - Monroe County Monroe County 43.30 1,915 0
## 892 Ohio - Monroe County Monroe County 43.30 1,915 0
## 893 Ohio - Monroe County Monroe County 43.30 1,915 0
## 894 Ohio - Monroe County Monroe County 43.30 1,915 0
## 895 Ohio - Monroe County Monroe County 43.30 1,915 0
## 896 Ohio - Monroe County Monroe County 43.30 1,915 0
## 897 Ohio - Montgomery County Montgomery County 47.05 686 1
## 898 Ohio - Montgomery County Montgomery County 47.05 686 1
## 899 Ohio - Montgomery County Montgomery County 47.05 686 1
## 900 Ohio - Montgomery County Montgomery County 47.05 686 1
## 901 Ohio - Montgomery County Montgomery County 47.05 686 1
## 902 Ohio - Montgomery County Montgomery County 47.05 686 1
## 903 Ohio - Montgomery County Montgomery County 47.05 686 1
## 904 Ohio - Montgomery County Montgomery County 47.05 686 1
## 905 Ohio - Montgomery County Montgomery County 47.05 686 1
## 906 Ohio - Montgomery County Montgomery County 47.05 686 1
## 907 Ohio - Montgomery County Montgomery County 47.05 686 1
## 908 Ohio - Montgomery County Montgomery County 47.05 686 1
## 909 Ohio - Montgomery County Montgomery County 47.05 686 1
## 910 Ohio - Morgan County Morgan County 40.28 2,601 0
## 911 Ohio - Morgan County Morgan County 40.28 2,601 0
## 912 Ohio - Morgan County Morgan County 40.28 2,601 0
## 913 Ohio - Morgan County Morgan County 40.28 2,601 0
## 914 Ohio - Morgan County Morgan County 40.28 2,601 0
## 915 Ohio - Morgan County Morgan County 40.28 2,601 0
## 916 Ohio - Morgan County Morgan County 40.28 2,601 0
## 917 Ohio - Morgan County Morgan County 40.28 2,601 0
## 918 Ohio - Morgan County Morgan County 40.28 2,601 0
## 919 Ohio - Morgan County Morgan County 40.28 2,601 0
## 920 Ohio - Morgan County Morgan County 40.28 2,601 0
## 921 Ohio - Morgan County Morgan County 40.28 2,601 0
## 922 Ohio - Morgan County Morgan County 40.28 2,601 0
## 923 Ohio - Morgan County Morgan County 40.28 2,601 0
## 924 Ohio - Morgan County Morgan County 40.28 2,601 0
## 925 Ohio - Morgan County Morgan County 40.28 2,601 0
## 926 Ohio - Morgan County Morgan County 40.28 2,601 0
## 927 Ohio - Morgan County Morgan County 40.28 2,601 0
## 928 Ohio - Morgan County Morgan County 40.28 2,601 0
## 929 Ohio - Morgan County Morgan County 40.28 2,601 0
## 930 Ohio - Morgan County Morgan County 40.28 2,601 0
## 931 Ohio - Morgan County Morgan County 40.28 2,601 0
## 932 Ohio - Morrow County Morrow County 52.77 3,268 0
## 933 Ohio - Morrow County Morrow County 52.77 3,268 0
## 934 Ohio - Morrow County Morrow County 52.77 3,268 0
## 935 Ohio - Morrow County Morrow County 52.77 3,268 0
## 936 Ohio - Morrow County Morrow County 52.77 3,268 0
## 937 Ohio - Morrow County Morrow County 52.77 3,268 0
## 938 Ohio - Morrow County Morrow County 52.77 3,268 0
## 939 Ohio - Morrow County Morrow County 52.77 3,268 0
## 940 Ohio - Morrow County Morrow County 52.77 3,268 0
## 941 Ohio - Morrow County Morrow County 52.77 3,268 0
## 942 Ohio - Morrow County Morrow County 52.77 3,268 0
## 943 Ohio - Morrow County Morrow County 52.77 3,268 0
## 944 Ohio - Morrow County Morrow County 52.77 3,268 0
## 945 Ohio - Morrow County Morrow County 52.77 3,268 0
## 946 Ohio - Morrow County Morrow County 52.77 3,268 0
## 947 Ohio - Morrow County Morrow County 52.77 3,268 0
## 948 Ohio - Morrow County Morrow County 52.77 3,268 0
## 949 Ohio - Morrow County Morrow County 52.77 3,268 0
## 950 Ohio - Morrow County Morrow County 52.77 3,268 0
## 951 Ohio - Morrow County Morrow County 52.77 3,268 0
## 952 Ohio - Morrow County Morrow County 52.77 3,268 0
## 953 Ohio - Morrow County Morrow County 52.77 3,268 0
## 954 Ohio - Morrow County Morrow County 52.77 3,268 0
## 955 Ohio - Muskingum County Muskingum County 43.33 1,836 0
## 956 Ohio - Muskingum County Muskingum County 43.33 1,836 0
## 957 Ohio - Muskingum County Muskingum County 43.33 1,836 0
## 958 Ohio - Muskingum County Muskingum County 43.33 1,836 0
## 959 Ohio - Muskingum County Muskingum County 43.33 1,836 0
## 960 Ohio - Muskingum County Muskingum County 43.33 1,836 0
## 961 Ohio - Muskingum County Muskingum County 43.33 1,836 0
## 962 Ohio - Muskingum County Muskingum County 43.33 1,836 0
## 963 Ohio - Muskingum County Muskingum County 43.33 1,836 0
## 964 Ohio - Muskingum County Muskingum County 43.33 1,836 0
## 965 Ohio - Muskingum County Muskingum County 43.33 1,836 0
## 966 Ohio - Muskingum County Muskingum County 43.33 1,836 0
## 967 Ohio - Muskingum County Muskingum County 43.33 1,836 0
## 968 Ohio - Muskingum County Muskingum County 43.33 1,836 0
## 969 Ohio - Noble County Noble County 42.17 5,489 0
## 970 Ohio - Noble County Noble County 42.17 5,489 0
## 971 Ohio - Noble County Noble County 42.17 5,489 0
## 972 Ohio - Noble County Noble County 42.17 5,489 0
## 973 Ohio - Noble County Noble County 42.17 5,489 0
## 974 Ohio - Noble County Noble County 42.17 5,489 0
## 975 Ohio - Noble County Noble County 42.17 5,489 0
## 976 Ohio - Noble County Noble County 42.17 5,489 0
## 977 Ohio - Noble County Noble County 42.17 5,489 0
## 978 Ohio - Noble County Noble County 42.17 5,489 0
## 979 Ohio - Noble County Noble County 42.17 5,489 0
## 980 Ohio - Noble County Noble County 42.17 5,489 0
## 981 Ohio - Noble County Noble County 42.17 5,489 0
## 982 Ohio - Noble County Noble County 42.17 5,489 0
## 983 Ohio - Noble County Noble County 42.17 5,489 0
## 984 Ohio - Noble County Noble County 42.17 5,489 0
## 985 Ohio - Noble County Noble County 42.17 5,489 0
## 986 Ohio - Noble County Noble County 42.17 5,489 0
## 987 Ohio - Noble County Noble County 42.17 5,489 0
## 988 Ohio - Noble County Noble County 42.17 5,489 0
## 989 Ohio - Noble County Noble County 42.17 5,489 0
## 990 Ohio - Noble County Noble County 42.17 5,489 0
## 991 Ohio - Noble County Noble County 42.17 5,489 0
## 992 Ohio - Noble County Noble County 42.17 5,489 0
## 993 Ohio - Noble County Noble County 42.17 5,489 0
## 994 Ohio - Noble County Noble County 42.17 5,489 0
## 995 Ohio - Noble County Noble County 42.17 5,489 0
## 996 Ohio - Noble County Noble County 42.17 5,489 0
## 997 Ohio - Noble County Noble County 42.17 5,489 0
## 998 Ohio - Noble County Noble County 42.17 5,489 0
## 999 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1000 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1001 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1002 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1003 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1004 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1005 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1006 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1007 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1008 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1009 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1010 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1011 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1012 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1013 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1014 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1015 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1016 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1017 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1018 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1019 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1020 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1021 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1022 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1023 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1024 Ohio - Ottawa County Ottawa County 56.19 2,122 0
## 1025 Ohio - Paulding County Paulding County 49.87 2,873 0
## 1026 Ohio - Paulding County Paulding County 49.87 2,873 0
## 1027 Ohio - Paulding County Paulding County 49.87 2,873 0
## 1028 Ohio - Paulding County Paulding County 49.87 2,873 0
## 1029 Ohio - Paulding County Paulding County 49.87 2,873 0
## 1030 Ohio - Paulding County Paulding County 49.87 2,873 0
## 1031 Ohio - Paulding County Paulding County 49.87 2,873 0
## 1032 Ohio - Paulding County Paulding County 49.87 2,873 0
## 1033 Ohio - Paulding County Paulding County 49.87 2,873 0
## 1034 Ohio - Perry County Perry County 46.48 2,387 0
## 1035 Ohio - Perry County Perry County 46.48 2,387 0
## 1036 Ohio - Perry County Perry County 46.48 2,387 0
## 1037 Ohio - Perry County Perry County 46.48 2,387 0
## 1038 Ohio - Perry County Perry County 46.48 2,387 0
## 1039 Ohio - Perry County Perry County 46.48 2,387 0
## 1040 Ohio - Perry County Perry County 46.48 2,387 0
## 1041 Ohio - Perry County Perry County 46.48 2,387 0
## 1042 Ohio - Perry County Perry County 46.48 2,387 0
## 1043 Ohio - Perry County Perry County 46.48 2,387 0
## 1044 Ohio - Perry County Perry County 46.48 2,387 0
## 1045 Ohio - Perry County Perry County 46.48 2,387 0
## 1046 Ohio - Perry County Perry County 46.48 2,387 0
## 1047 Ohio - Perry County Perry County 46.48 2,387 0
## 1048 Ohio - Perry County Perry County 46.48 2,387 0
## 1049 Ohio - Perry County Perry County 46.48 2,387 0
## 1050 Ohio - Perry County Perry County 46.48 2,387 0
## 1051 Ohio - Perry County Perry County 46.48 2,387 0
## 1052 Ohio - Perry County Perry County 46.48 2,387 0
## 1053 Ohio - Pickaway County Pickaway County 60.31 2,665 0
## 1054 Ohio - Pickaway County Pickaway County 60.31 2,665 0
## 1055 Ohio - Pickaway County Pickaway County 60.31 2,665 0
## 1056 Ohio - Pickaway County Pickaway County 60.31 2,665 0
## 1057 Ohio - Pickaway County Pickaway County 60.31 2,665 0
## 1058 Ohio - Pickaway County Pickaway County 60.31 2,665 0
## 1059 Ohio - Pickaway County Pickaway County 60.31 2,665 0
## 1060 Ohio - Pickaway County Pickaway County 60.31 2,665 0
## 1061 Ohio - Pickaway County Pickaway County 60.31 2,665 0
## 1062 Ohio - Pickaway County Pickaway County 60.31 2,665 0
## 1063 Ohio - Pike County Pike County 43.56 3,478 0
## 1064 Ohio - Pike County Pike County 43.56 3,478 0
## 1065 Ohio - Pike County Pike County 43.56 3,478 0
## 1066 Ohio - Pike County Pike County 43.56 3,478 0
## 1067 Ohio - Pike County Pike County 43.56 3,478 0
## 1068 Ohio - Pike County Pike County 43.56 3,478 0
## 1069 Ohio - Pike County Pike County 43.56 3,478 0
## 1070 Ohio - Pike County Pike County 43.56 3,478 0
## 1071 Ohio - Pike County Pike County 43.56 3,478 0
## 1072 Ohio - Pike County Pike County 43.56 3,478 0
## 1073 Ohio - Portage County Portage County 53.82 1,220 0
## 1074 Ohio - Portage County Portage County 53.82 1,220 0
## 1075 Ohio - Portage County Portage County 53.82 1,220 0
## 1076 Ohio - Portage County Portage County 53.82 1,220 0
## 1077 Ohio - Portage County Portage County 53.82 1,220 0
## 1078 Ohio - Portage County Portage County 53.82 1,220 0
## 1079 Ohio - Portage County Portage County 53.82 1,220 0
## 1080 Ohio - Preble County Preble County 52.66 1,632 0
## 1081 Ohio - Preble County Preble County 52.66 1,632 0
## 1082 Ohio - Preble County Preble County 52.66 1,632 0
## 1083 Ohio - Preble County Preble County 52.66 1,632 0
## 1084 Ohio - Preble County Preble County 52.66 1,632 0
## 1085 Ohio - Preble County Preble County 52.66 1,632 0
## 1086 Ohio - Preble County Preble County 52.66 1,632 0
## 1087 Ohio - Putnam County Putnam County 61.16 2,028 0
## 1088 Ohio - Putnam County Putnam County 61.16 2,028 0
## 1089 Ohio - Putnam County Putnam County 61.16 2,028 0
## 1090 Ohio - Putnam County Putnam County 61.16 2,028 0
## 1091 Ohio - Putnam County Putnam County 61.16 2,028 0
## 1092 Ohio - Putnam County Putnam County 61.16 2,028 0
## 1093 Ohio - Putnam County Putnam County 61.16 2,028 0
## 1094 Ohio - Putnam County Putnam County 61.16 2,028 0
## 1095 Ohio - Putnam County Putnam County 61.16 2,028 0
## 1096 Ohio - Putnam County Putnam County 61.16 2,028 0
## 1097 Ohio - Putnam County Putnam County 61.16 2,028 0
## 1098 Ohio - Putnam County Putnam County 61.16 2,028 0
## 1099 Ohio - Putnam County Putnam County 61.16 2,028 0
## 1100 Ohio - Putnam County Putnam County 61.16 2,028 0
## 1101 Ohio - Richland County Richland County 44.14 1,267 1
## 1102 Ohio - Richland County Richland County 44.14 1,267 1
## 1103 Ohio - Richland County Richland County 44.14 1,267 1
## 1104 Ohio - Richland County Richland County 44.14 1,267 1
## 1105 Ohio - Richland County Richland County 44.14 1,267 1
## 1106 Ohio - Richland County Richland County 44.14 1,267 1
## 1107 Ohio - Richland County Richland County 44.14 1,267 1
## 1108 Ohio - Richland County Richland County 44.14 1,267 1
## 1109 Ohio - Richland County Richland County 44.14 1,267 1
## 1110 Ohio - Richland County Richland County 44.14 1,267 1
## 1111 Ohio - Richland County Richland County 44.14 1,267 1
## 1112 Ohio - Richland County Richland County 44.14 1,267 1
## 1113 Ohio - Richland County Richland County 44.14 1,267 1
## 1114 Ohio - Richland County Richland County 44.14 1,267 1
## 1115 Ohio - Richland County Richland County 44.14 1,267 1
## 1116 Ohio - Richland County Richland County 44.14 1,267 1
## 1117 Ohio - Richland County Richland County 44.14 1,267 1
## 1118 Ohio - Richland County Richland County 44.14 1,267 1
## 1119 Ohio - Richland County Richland County 44.14 1,267 1
## 1120 Ohio - Ross County Ross County 45.79 2,053 0
## 1121 Ohio - Ross County Ross County 45.79 2,053 0
## 1122 Ohio - Ross County Ross County 45.79 2,053 0
## 1123 Ohio - Ross County Ross County 45.79 2,053 0
## 1124 Ohio - Ross County Ross County 45.79 2,053 0
## 1125 Ohio - Ross County Ross County 45.79 2,053 0
## 1126 Ohio - Ross County Ross County 45.79 2,053 0
## 1127 Ohio - Ross County Ross County 45.79 2,053 0
## 1128 Ohio - Ross County Ross County 45.79 2,053 0
## 1129 Ohio - Ross County Ross County 45.79 2,053 0
## 1130 Ohio - Ross County Ross County 45.79 2,053 0
## 1131 Ohio - Ross County Ross County 45.79 2,053 0
## 1132 Ohio - Ross County Ross County 45.79 2,053 0
## 1133 Ohio - Ross County Ross County 45.79 2,053 0
## 1134 Ohio - Ross County Ross County 45.79 2,053 0
## 1135 Ohio - Ross County Ross County 45.79 2,053 0
## 1136 Ohio - Ross County Ross County 45.79 2,053 0
## 1137 Ohio - Ross County Ross County 45.79 2,053 0
## 1138 Ohio - Ross County Ross County 45.79 2,053 0
## 1139 Ohio - Ross County Ross County 45.79 2,053 0
## 1140 Ohio - Ross County Ross County 45.79 2,053 0
## 1141 Ohio - Sandusky County Sandusky County 50.37 1,439 0
## 1142 Ohio - Sandusky County Sandusky County 50.37 1,439 0
## 1143 Ohio - Sandusky County Sandusky County 50.37 1,439 0
## 1144 Ohio - Sandusky County Sandusky County 50.37 1,439 0
## 1145 Ohio - Sandusky County Sandusky County 50.37 1,439 0
## 1146 Ohio - Sandusky County Sandusky County 50.37 1,439 0
## 1147 Ohio - Sandusky County Sandusky County 50.37 1,439 0
## 1148 Ohio - Sandusky County Sandusky County 50.37 1,439 0
## 1149 Ohio - Sandusky County Sandusky County 50.37 1,439 0
## 1150 Ohio - Sandusky County Sandusky County 50.37 1,439 0
## 1151 Ohio - Sandusky County Sandusky County 50.37 1,439 0
## 1152 Ohio - Sandusky County Sandusky County 50.37 1,439 0
## 1153 Ohio - Sandusky County Sandusky County 50.37 1,439 0
## 1154 Ohio - Sandusky County Sandusky County 50.37 1,439 0
## 1155 Ohio - Sandusky County Sandusky County 50.37 1,439 0
## 1156 Ohio - Sandusky County Sandusky County 50.37 1,439 0
## 1157 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1158 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1159 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1160 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1161 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1162 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1163 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1164 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1165 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1166 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1167 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1168 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1169 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1170 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1171 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1172 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1173 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1174 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1175 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1176 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1177 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1178 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1179 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1180 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1181 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1182 Ohio - Scioto County Scioto County 38.98 1,851 0
## 1183 Ohio - Seneca County Seneca County 49.15 1,729 1
## 1184 Ohio - Seneca County Seneca County 49.15 1,729 1
## 1185 Ohio - Seneca County Seneca County 49.15 1,729 1
## 1186 Ohio - Seneca County Seneca County 49.15 1,729 1
## 1187 Ohio - Seneca County Seneca County 49.15 1,729 1
## 1188 Ohio - Seneca County Seneca County 49.15 1,729 1
## 1189 Ohio - Seneca County Seneca County 49.15 1,729 1
## 1190 Ohio - Seneca County Seneca County 49.15 1,729 1
## 1191 Ohio - Seneca County Seneca County 49.15 1,729 1
## 1192 Ohio - Shelby County Shelby County 57.67 2,610 0
## 1193 Ohio - Shelby County Shelby County 57.67 2,610 0
## 1194 Ohio - Shelby County Shelby County 57.67 2,610 0
## 1195 Ohio - Shelby County Shelby County 57.67 2,610 0
## 1196 Ohio - Shelby County Shelby County 57.67 2,610 0
## 1197 Ohio - Shelby County Shelby County 57.67 2,610 0
## 1198 Ohio - Shelby County Shelby County 57.67 2,610 0
## 1199 Ohio - Shelby County Shelby County 57.67 2,610 0
## 1200 Ohio - Shelby County Shelby County 57.67 2,610 0
## 1201 Ohio - Shelby County Shelby County 57.67 2,610 0
## 1202 Ohio - Shelby County Shelby County 57.67 2,610 0
## 1203 Ohio - Shelby County Shelby County 57.67 2,610 0
## 1204 Ohio - Shelby County Shelby County 57.67 2,610 0
## 1205 Ohio - Shelby County Shelby County 57.67 2,610 0
## 1206 Ohio - Stark County Stark County 50.12 834 1
## 1207 Ohio - Stark County Stark County 50.12 834 1
## 1208 Ohio - Stark County Stark County 50.12 834 1
## 1209 Ohio - Stark County Stark County 50.12 834 1
## 1210 Ohio - Stark County Stark County 50.12 834 1
## 1211 Ohio - Stark County Stark County 50.12 834 1
## 1212 Ohio - Stark County Stark County 50.12 834 1
## 1213 Ohio - Stark County Stark County 50.12 834 1
## 1214 Ohio - Stark County Stark County 50.12 834 1
## 1215 Ohio - Stark County Stark County 50.12 834 1
## 1216 Ohio - Stark County Stark County 50.12 834 1
## 1217 Ohio - Stark County Stark County 50.12 834 1
## 1218 Ohio - Stark County Stark County 50.12 834 1
## 1219 Ohio - Stark County Stark County 50.12 834 1
## 1220 Ohio - Stark County Stark County 50.12 834 1
## 1221 Ohio - Stark County Stark County 50.12 834 1
## 1222 Ohio - Stark County Stark County 50.12 834 1
## 1223 Ohio - Stark County Stark County 50.12 834 1
## 1224 Ohio - Stark County Stark County 50.12 834 1
## 1225 Ohio - Stark County Stark County 50.12 834 1
## 1226 Ohio - Summit County Summit County 53.29 806 1
## 1227 Ohio - Summit County Summit County 53.29 806 1
## 1228 Ohio - Summit County Summit County 53.29 806 1
## 1229 Ohio - Summit County Summit County 53.29 806 1
## 1230 Ohio - Summit County Summit County 53.29 806 1
## 1231 Ohio - Summit County Summit County 53.29 806 1
## 1232 Ohio - Summit County Summit County 53.29 806 1
## 1233 Ohio - Summit County Summit County 53.29 806 1
## 1234 Ohio - Summit County Summit County 53.29 806 1
## 1235 Ohio - Summit County Summit County 53.29 806 1
## 1236 Ohio - Summit County Summit County 53.29 806 1
## 1237 Ohio - Trumbull County Trumbull County 45.38 778 0
## 1238 Ohio - Trumbull County Trumbull County 45.38 778 0
## 1239 Ohio - Trumbull County Trumbull County 45.38 778 0
## 1240 Ohio - Trumbull County Trumbull County 45.38 778 0
## 1241 Ohio - Trumbull County Trumbull County 45.38 778 0
## 1242 Ohio - Trumbull County Trumbull County 45.38 778 0
## 1243 Ohio - Trumbull County Trumbull County 45.38 778 0
## 1244 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1245 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1246 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1247 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1248 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1249 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1250 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1251 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1252 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1253 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1254 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1255 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1256 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1257 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1258 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1259 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1260 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1261 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1262 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1263 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1264 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1265 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1266 Ohio - Tuscarawas County Tuscarawas County 49.46 2,069 0
## 1267 Ohio - Union County Union County 78.85 3,468 0
## 1268 Ohio - Union County Union County 78.85 3,468 0
## 1269 Ohio - Union County Union County 78.85 3,468 0
## 1270 Ohio - Union County Union County 78.85 3,468 0
## 1271 Ohio - Union County Union County 78.85 3,468 0
## 1272 Ohio - Union County Union County 78.85 3,468 0
## 1273 Ohio - Union County Union County 78.85 3,468 0
## 1274 Ohio - Union County Union County 78.85 3,468 0
## 1275 Ohio - Union County Union County 78.85 3,468 0
## 1276 Ohio - Union County Union County 78.85 3,468 0
## 1277 Ohio - Union County Union County 78.85 3,468 0
## 1278 Ohio - Union County Union County 78.85 3,468 0
## 1279 Ohio - Union County Union County 78.85 3,468 0
## 1280 Ohio - Van Wert County Van Wert County 50.97 1,902 0
## 1281 Ohio - Van Wert County Van Wert County 50.97 1,902 0
## 1282 Ohio - Van Wert County Van Wert County 50.97 1,902 0
## 1283 Ohio - Van Wert County Van Wert County 50.97 1,902 0
## 1284 Ohio - Van Wert County Van Wert County 50.97 1,902 0
## 1285 Ohio - Van Wert County Van Wert County 50.97 1,902 0
## 1286 Ohio - Van Wert County Van Wert County 50.97 1,902 0
## 1287 Ohio - Van Wert County Van Wert County 50.97 1,902 0
## 1288 Ohio - Van Wert County Van Wert County 50.97 1,902 0
## 1289 Ohio - Van Wert County Van Wert County 50.97 1,902 0
## 1290 Ohio - Van Wert County Van Wert County 50.97 1,902 0
## 1291 Ohio - Van Wert County Van Wert County 50.97 1,902 0
## 1292 Ohio - Van Wert County Van Wert County 50.97 1,902 0
## 1293 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1294 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1295 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1296 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1297 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1298 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1299 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1300 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1301 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1302 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1303 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1304 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1305 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1306 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1307 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1308 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1309 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1310 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1311 Ohio - Vinton County Vinton County 41.54 3,335 0
## 1312 Ohio - Warren County Warren County 79.40 2,054 0
## 1313 Ohio - Warren County Warren County 79.40 2,054 0
## 1314 Ohio - Warren County Warren County 79.40 2,054 0
## 1315 Ohio - Warren County Warren County 79.40 2,054 0
## 1316 Ohio - Warren County Warren County 79.40 2,054 0
## 1317 Ohio - Warren County Warren County 79.40 2,054 0
## 1318 Ohio - Warren County Warren County 79.40 2,054 0
## 1319 Ohio - Warren County Warren County 79.40 2,054 0
## 1320 Ohio - Warren County Warren County 79.40 2,054 0
## 1321 Ohio - Warren County Warren County 79.40 2,054 0
## 1322 Ohio - Washington County Washington County 46.02 1,778 0
## 1323 Ohio - Washington County Washington County 46.02 1,778 0
## 1324 Ohio - Washington County Washington County 46.02 1,778 0
## 1325 Ohio - Washington County Washington County 46.02 1,778 0
## 1326 Ohio - Washington County Washington County 46.02 1,778 0
## 1327 Ohio - Washington County Washington County 46.02 1,778 0
## 1328 Ohio - Washington County Washington County 46.02 1,778 0
## 1329 Ohio - Washington County Washington County 46.02 1,778 0
## 1330 Ohio - Washington County Washington County 46.02 1,778 0
## 1331 Ohio - Washington County Washington County 46.02 1,778 0
## 1332 Ohio - Washington County Washington County 46.02 1,778 0
## 1333 Ohio - Washington County Washington County 46.02 1,778 0
## 1334 Ohio - Washington County Washington County 46.02 1,778 0
## 1335 Ohio - Washington County Washington County 46.02 1,778 0
## 1336 Ohio - Washington County Washington County 46.02 1,778 0
## 1337 Ohio - Washington County Washington County 46.02 1,778 0
## 1338 Ohio - Washington County Washington County 46.02 1,778 0
## 1339 Ohio - Washington County Washington County 46.02 1,778 0
## 1340 Ohio - Washington County Washington County 46.02 1,778 0
## 1341 Ohio - Washington County Washington County 46.02 1,778 0
## 1342 Ohio - Washington County Washington County 46.02 1,778 0
## 1343 Ohio - Washington County Washington County 46.02 1,778 0
## 1344 Ohio - Washington County Washington County 46.02 1,778 0
## 1345 Ohio - Washington County Washington County 46.02 1,778 0
## 1346 Ohio - Washington County Washington County 46.02 1,778 0
## 1347 Ohio - Washington County Washington County 46.02 1,778 0
## 1348 Ohio - Washington County Washington County 46.02 1,778 0
## 1349 Ohio - Washington County Washington County 46.02 1,778 0
## 1350 Ohio - Washington County Washington County 46.02 1,778 0
## 1351 Ohio - Washington County Washington County 46.02 1,778 0
## 1352 Ohio - Washington County Washington County 46.02 1,778 0
## 1353 Ohio - Washington County Washington County 46.02 1,778 0
## 1354 Ohio - Washington County Washington County 46.02 1,778 0
## 1355 Ohio - Washington County Washington County 46.02 1,778 0
## 1356 Ohio - Washington County Washington County 46.02 1,778 0
## 1357 Ohio - Washington County Washington County 46.02 1,778 0
## 1358 Ohio - Washington County Washington County 46.02 1,778 0
## 1359 Ohio - Washington County Washington County 46.02 1,778 0
## 1360 Ohio - Washington County Washington County 46.02 1,778 0
## 1361 Ohio - Washington County Washington County 46.02 1,778 0
## 1362 Ohio - Washington County Washington County 46.02 1,778 0
## 1363 Ohio - Washington County Washington County 46.02 1,778 0
## 1364 Ohio - Washington County Washington County 46.02 1,778 0
## 1365 Ohio - Washington County Washington County 46.02 1,778 0
## 1366 Ohio - Washington County Washington County 46.02 1,778 0
## 1367 Ohio - Washington County Washington County 46.02 1,778 0
## 1368 Ohio - Washington County Washington County 46.02 1,778 0
## 1369 Ohio - Washington County Washington County 46.02 1,778 0
## 1370 Ohio - Washington County Washington County 46.02 1,778 0
## 1371 Ohio - Washington County Washington County 46.02 1,778 0
## 1372 Ohio - Washington County Washington County 46.02 1,778 0
## 1373 Ohio - Washington County Washington County 46.02 1,778 0
## 1374 Ohio - Wayne County Wayne County 54.04 1,104 0
## 1375 Ohio - Wayne County Wayne County 54.04 1,104 0
## 1376 Ohio - Wayne County Wayne County 54.04 1,104 0
## 1377 Ohio - Wayne County Wayne County 54.04 1,104 0
## 1378 Ohio - Wayne County Wayne County 54.04 1,104 0
## 1379 Ohio - Wayne County Wayne County 54.04 1,104 0
## 1380 Ohio - Wayne County Wayne County 54.04 1,104 0
## 1381 Ohio - Williams County Williams County 47.59 1,733 0
## 1382 Ohio - Williams County Williams County 47.59 1,733 0
## 1383 Ohio - Williams County Williams County 47.59 1,733 0
## 1384 Ohio - Williams County Williams County 47.59 1,733 0
## 1385 Ohio - Williams County Williams County 47.59 1,733 0
## 1386 Ohio - Williams County Williams County 47.59 1,733 0
## 1387 Ohio - Williams County Williams County 47.59 1,733 0
## 1388 Ohio - Williams County Williams County 47.59 1,733 0
## 1389 Ohio - Williams County Williams County 47.59 1,733 0
## 1390 Ohio - Williams County Williams County 47.59 1,733 0
## 1391 Ohio - Williams County Williams County 47.59 1,733 0
## 1392 Ohio - Wood County Wood County 58.03 1,604 0
## 1393 Ohio - Wood County Wood County 58.03 1,604 0
## 1394 Ohio - Wood County Wood County 58.03 1,604 0
## 1395 Ohio - Wood County Wood County 58.03 1,604 0
## 1396 Ohio - Wood County Wood County 58.03 1,604 0
## 1397 Ohio - Wood County Wood County 58.03 1,604 0
## 1398 Ohio - Wood County Wood County 58.03 1,604 0
## 1399 Ohio - Wood County Wood County 58.03 1,604 0
## 1400 Ohio - Wood County Wood County 58.03 1,604 0
## 1401 Ohio - Wood County Wood County 58.03 1,604 0
## 1402 Ohio - Wood County Wood County 58.03 1,604 0
## 1403 Ohio - Wood County Wood County 58.03 1,604 0
## 1404 Ohio - Wood County Wood County 58.03 1,604 0
## 1405 Ohio - Wood County Wood County 58.03 1,604 0
## 1406 Ohio - Wood County Wood County 58.03 1,604 0
## 1407 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1408 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1409 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1410 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1411 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1412 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1413 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1414 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1415 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1416 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1417 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1418 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1419 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1420 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1421 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1422 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1423 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1424 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1425 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1426 Ohio - Wyandot County Wyandot County 49.77 2,147 0
## 1427 Ohio - Wyandot County Wyandot County 49.77 2,147 0
oh
## long lat group order region subregion
## 59960 -83.66902 39.02989 2012 59960 ohio adams
## 59961 -83.56590 39.02989 2012 59961 ohio adams
## 59962 -83.37109 39.06426 2012 59962 ohio adams
## 59963 -83.30806 39.06426 2012 59963 ohio adams
## 59964 -83.30233 39.05280 2012 59964 ohio adams
## 59965 -83.25649 39.01842 2012 59965 ohio adams
## 59966 -83.25076 38.64027 2012 59966 ohio adams
## 59967 -83.29087 38.62309 2012 59967 ohio adams
## 59968 -83.31953 38.64027 2012 59968 ohio adams
## 59969 -83.37109 38.67465 2012 59969 ohio adams
## 59970 -83.44557 38.69184 2012 59970 ohio adams
## 59971 -83.52579 38.71476 2012 59971 ohio adams
## 59972 -83.61746 38.69757 2012 59972 ohio adams
## 59973 -83.64611 38.66319 2012 59973 ohio adams
## 59974 -83.66902 38.65173 2012 59974 ohio adams
## 59975 -83.70913 38.66319 2012 59975 ohio adams
## 59976 -83.66902 39.02989 2012 59976 ohio adams
## 59978 -83.88102 40.82897 2013 59978 ohio allen
## 59979 -83.88102 40.64563 2013 59979 ohio allen
## 59980 -84.11593 40.65136 2013 59980 ohio allen
## 59981 -84.11593 40.66282 2013 59981 ohio allen
## 59982 -84.23053 40.66282 2013 59982 ohio allen
## 59983 -84.23053 40.69146 2013 59983 ohio allen
## 59984 -84.39668 40.68000 2013 59984 ohio allen
## 59985 -84.40241 40.82324 2013 59985 ohio allen
## 59986 -84.35085 40.82324 2013 59986 ohio allen
## 59987 -84.35085 40.85762 2013 59987 ohio allen
## 59988 -84.11593 40.86908 2013 59988 ohio allen
## 59989 -84.11593 40.90919 2013 59989 ohio allen
## 59990 -83.99561 40.91492 2013 59990 ohio allen
## 59991 -83.99561 40.93211 2013 59991 ohio allen
## 59992 -83.88102 40.92637 2013 59992 ohio allen
## 59993 -83.88102 40.82897 2013 59993 ohio allen
## 59995 -82.12777 41.00659 2014 59995 ohio ashland
## 59996 -82.12777 40.68000 2014 59996 ohio ashland
## 59997 -82.22517 40.68000 2014 59997 ohio ashland
## 59998 -82.22517 40.58260 2014 59998 ohio ashland
## 59999 -82.33404 40.56541 2014 59999 ohio ashland
## 60000 -82.33404 40.73730 2014 60000 ohio ashland
## 60001 -82.38560 40.74876 2014 60001 ohio ashland
## 60002 -82.38560 40.80605 2014 60002 ohio ashland
## 60003 -82.40279 40.81752 2014 60003 ohio ashland
## 60004 -82.40852 40.82897 2014 60004 ohio ashland
## 60005 -82.40852 41.00659 2014 60005 ohio ashland
## 60006 -82.43716 41.00659 2014 60006 ohio ashland
## 60007 -82.43143 41.08107 2014 60007 ohio ashland
## 60008 -82.34549 41.08107 2014 60008 ohio ashland
## 60009 -82.16788 41.07534 2014 60009 ohio ashland
## 60010 -82.16788 41.00659 2014 60010 ohio ashland
## 60011 -82.12777 41.00659 2014 60011 ohio ashland
## 60013 -80.52922 41.83738 2015 60013 ohio ashtabula
## 60014 -80.52922 41.49934 2015 60014 ohio ashtabula
## 60015 -81.00478 41.50506 2015 60015 ohio ashtabula
## 60016 -81.01051 41.73425 2015 60016 ohio ashtabula
## 60017 -81.00478 41.86030 2015 60017 ohio ashtabula
## 60018 -80.93602 41.87175 2015 60018 ohio ashtabula
## 60019 -80.82716 41.89467 2015 60019 ohio ashtabula
## 60020 -80.73549 41.92905 2015 60020 ohio ashtabula
## 60021 -80.64381 41.95197 2015 60021 ohio ashtabula
## 60022 -80.53494 41.96916 2015 60022 ohio ashtabula
## 60023 -80.52922 41.83738 2015 60023 ohio ashtabula
## 60025 -81.73243 39.22469 2016 60025 ohio athens
## 60026 -81.74962 39.19032 2016 60026 ohio athens
## 60027 -82.27101 39.21323 2016 60027 ohio athens
## 60028 -82.25955 39.29345 2016 60028 ohio athens
## 60029 -82.29393 39.30490 2016 60029 ohio athens
## 60030 -82.28247 39.39658 2016 60030 ohio athens
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## 60037 -81.84702 39.33928 2016 60037 ohio athens
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## 60039 -81.82983 39.32209 2016 60039 ohio athens
## 60040 -81.81264 39.32209 2016 60040 ohio athens
## 60041 -81.80692 39.29345 2016 60041 ohio athens
## 60042 -81.72097 39.28772 2016 60042 ohio athens
## 60043 -81.73243 39.22469 2016 60043 ohio athens
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## 60047 -83.98988 40.48520 2017 60047 ohio auglaize
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## 60051 -84.44252 40.35915 2017 60051 ohio auglaize
## 60052 -84.45971 40.35342 2017 60052 ohio auglaize
## 60053 -84.46544 40.68000 2017 60053 ohio auglaize
## 60054 -84.39668 40.68000 2017 60054 ohio auglaize
## 60055 -84.23053 40.69146 2017 60055 ohio auglaize
## 60056 -84.23053 40.66282 2017 60056 ohio auglaize
## 60057 -84.11593 40.66282 2017 60057 ohio auglaize
## 60058 -84.11593 40.65136 2017 60058 ohio auglaize
## 60059 -83.88102 40.64563 2017 60059 ohio auglaize
## 60060 -83.87529 40.53676 2017 60060 ohio auglaize
## 60062 -80.70683 40.16434 2018 60062 ohio belmont
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## 60064 -80.74694 40.04402 2018 60064 ohio belmont
## 60065 -80.74694 40.03829 2018 60065 ohio belmont
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## 60077 -80.75840 40.17580 2018 60077 ohio belmont
## 60078 -80.70683 40.16434 2018 60078 ohio belmont
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## 60210 -82.20226 40.25029 2027 60210 ohio coshocton
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## 60259 -81.96162 41.50506 2029 60259 ohio cuyahoga
## 60261 -84.43106 40.20445 2030 60261 ohio darke
## 60262 -84.43106 39.92943 2030 60262 ohio darke
## 60263 -84.48836 39.91797 2030 60263 ohio darke
## 60264 -84.82067 39.92943 2030 60264 ohio darke
## 60265 -84.82067 40.01537 2030 60265 ohio darke
## 60266 -84.81494 40.31331 2030 60266 ohio darke
## 60267 -84.81494 40.35342 2030 60267 ohio darke
## 60268 -84.45971 40.35342 2030 60268 ohio darke
## 60269 -84.44252 40.35915 2030 60269 ohio darke
## 60270 -84.43106 40.20445 2030 60270 ohio darke
## 60272 -84.35085 41.17274 2031 60272 ohio defiance
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## 60312 -82.34549 41.31026 2033 60312 ohio erie
## 60314 -82.75802 39.94089 2034 60314 ohio fairfield
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## 60316 -82.46581 39.84349 2034 60316 ohio fairfield
## 60317 -82.39133 39.83775 2034 60317 ohio fairfield
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## 60319 -82.36842 39.75181 2034 60319 ohio fairfield
## 60320 -82.37415 39.66014 2034 60320 ohio fairfield
## 60321 -82.47727 39.66587 2034 60321 ohio fairfield
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## 60807 -80.52349 41.13264 2061 60807 ohio mahoning
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## 60810 -80.80424 40.91492 2061 60810 ohio mahoning
## 60811 -80.80997 40.93784 2061 60811 ohio mahoning
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## 60813 -80.88445 40.91492 2061 60813 ohio mahoning
## 60814 -81.07925 40.91492 2061 60814 ohio mahoning
## 60815 -81.07925 41.00659 2061 60815 ohio mahoning
## 60816 -80.99905 41.01232 2061 60816 ohio mahoning
## 60817 -80.99905 41.14410 2061 60817 ohio mahoning
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## 60827 -82.95284 40.50239 2062 60827 ohio marion
## 60828 -83.02158 40.49093 2062 60828 ohio marion
## 60829 -83.02158 40.43363 2062 60829 ohio marion
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## 60851 -81.77827 39.02415 2064 60851 ohio meigs
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## 60853 -81.77254 38.94394 2064 60853 ohio meigs
## 60854 -81.82410 38.94967 2064 60854 ohio meigs
## 60855 -81.84702 38.94967 2064 60855 ohio meigs
## 60856 -81.86994 38.90384 2064 60856 ohio meigs
## 60857 -81.89858 38.89238 2064 60857 ohio meigs
## 60858 -81.92151 38.89238 2064 60858 ohio meigs
## 60859 -81.93296 38.89238 2064 60859 ohio meigs
## 60860 -81.91578 38.92675 2064 60860 ohio meigs
## 60861 -81.91005 38.96113 2064 60861 ohio meigs
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## 60863 -81.99026 39.00697 2064 60863 ohio meigs
## 60864 -82.03036 39.02989 2064 60864 ohio meigs
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## 60983 -81.71524 40.16434 2071 60983 ohio muskingum
## 60984 -81.72097 39.94662 2071 60984 ohio muskingum
## 60985 -81.68659 39.94662 2071 60985 ohio muskingum
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## 60988 -81.69232 39.84922 2072 60988 ohio noble
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## 61076 -82.71791 39.56274 2076 61076 ohio pickaway
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## 61081 -83.24504 39.70024 2076 61081 ohio pickaway
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## 61083 -82.81532 39.79765 2076 61083 ohio pickaway
## 61084 -82.82678 39.56846 2076 61084 ohio pickaway
## 61085 -82.71791 39.56274 2076 61085 ohio pickaway
## 61087 -83.37109 39.06426 2077 61087 ohio pike
## 61088 -83.34817 39.20750 2077 61088 ohio pike
## 61089 -82.77522 39.17885 2077 61089 ohio pike
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## 61091 -83.21066 38.97832 2077 61091 ohio pike
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## 61093 -83.25649 39.01842 2077 61093 ohio pike
## 61094 -83.30233 39.05280 2077 61094 ohio pike
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## 61096 -83.37109 39.06426 2077 61096 ohio pike
## 61098 -81.00478 41.36755 2078 61098 ohio portage
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## 61106 -84.48262 39.59711 2079 61106 ohio preble
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## 61178 -82.98148 41.45922 2083 61178 ohio sandusky
## 61179 -82.94137 41.43058 2083 61179 ohio sandusky
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## 61181 -82.86689 41.43058 2083 61181 ohio sandusky
## 61182 -82.84396 41.43058 2083 61182 ohio sandusky
## 61183 -82.83823 41.30453 2083 61183 ohio sandusky
## 61184 -82.83823 41.25869 2083 61184 ohio sandusky
## 61185 -83.42265 41.25869 2083 61185 ohio sandusky
## 61186 -83.42265 41.51079 2083 61186 ohio sandusky
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## 61225 -84.44252 40.35915 2086 61225 ohio shelby
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## 61472 -83.41692 41.00086 2099 61472 ohio wyandot
## 61473 -83.10753 41.00086 2099 61473 ohio wyandot
my.df = my.df[order(my.df$order), ]
AutoDealers = read.csv(file = "AutoDealers.csv")
library(RColorBrewer)
ggplot() + geom_polygon(data = my.df, aes(x = long, y = lat,
group = group, fill = Income), color = "black") + coord_fixed(1.3) +
scale_fill_distiller(palette = "BuGn") + labs(fill = "
Income
in $000s") +
theme(legend.position = c(1,0), legend.direction = "horizontal") + theme_map() +
geom_point(data = AutoDealers, aes(x = Long, y = Lat), size = 2,
color = "red", alpha = 0.5) + theme_map()
