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scalding function to score the diversity of every county in USA for 2011. See https://github.com/krishnanraman/bigdata for context.
/*
This method is a member of the PopulationStats class at
https://github.com/krishnanraman/bigdata/blob/master/PopulationStats.scala
*/
def diversity(people: Pipe, fipspipe: Pipe) {
// we'll need the natural log of 2 in order to get log base 2 later on
val log2 = scala.math.log(2)
val attrPipe = people
.filter('year){x:Int => x == 2011} // just 2011 for now
.mapTo(('fips, 'isWhite, 'isMale, 'age, 'population) -> ('fips, 'attr, 'population)) {
person:(String, Boolean, Boolean, Int, Int) =>
val( fips, isWhite, isMale, age, population) = person
val maxAge = scala.math.min(age, 60)
val ageDecade = (maxAge - maxAge % 10).toString
val attr = fips + "_" + isWhite.toString + "_" + isMale.toString + "_" + ageDecade
(fips, attr, population)
}
.groupBy('fips, 'attr) { _.sum('population, 'fipsAttrCount)}
/*
we need each county to have at least 1 of each diversity type.
we've defined 7 age buckets, 2 male/female options, 2 black/white options
so that's 28 total groups. We'll make having at least one person in each
group a requirement.
*/
val meetFullDiversity = attrPipe
.groupBy('fips){_.size('diversityTypes)}
.filter('diversityTypes){x:Int => x == 28}
// join attrPipe and meetFullDiversityPipe to filter out the counties that
// don't meet the requirement. Can this be done on the map side?
// Then we count how many total people there are in each county
val fipsCountPipe = attrPipe.
joinWithSmaller(('fips -> 'fips), meetFullDiversity)
.groupBy('fips) {group => group.plus[Int]('fipsAttrCount -> 'fipsCount)}
// join the attribute counts with the full county counts
val probPipe = attrPipe.joinWithSmaller(('fips -> 'fips), fipsCountPipe)
// entropy = -1 * sum (p * log2(p))
.map(('fipsAttrCount, 'fipsCount) -> 'pLogP){
x:(Double,Double) =>
val prob = x._1 / x._2
-1.0 * prob * scala.math.log(prob) / log2
}
.groupBy('fips) {_.sum('pLogP, 'entropy)}
// merge in the county names then sort by entropy
.joinWithSmaller(('fips-> 'fips), fipspipe)
.groupAll(_.sortBy('entropy).reverse)
.write(Tsv("diversity.csv"))
}
We can make this file beautiful and searchable if this error is corrected: It looks like row 2 should actually have 3 columns, instead of 4 in line 1.
34013 4.792064227879513 New Jersey Essex
13121 4.791523702909375 Georgia Fulton
45053 4.791231568680005 South Carolina Jasper
06001 4.788343867089033 California Alameda
36005 4.788105112838927 New York Bronx
36047 4.784815932093963 New York Kings
45085 4.783141305502159 South Carolina Sumter
13215 4.782683953652306 Georgia Muscogee
51800 4.782001193161104 Virginia Suffolk City
36081 4.7799336085959645 New York Queens
22047 4.779511171880695 Louisiana Iberville
13007 4.779418529492819 Georgia Baker
45079 4.779394667133015 South Carolina Richland
26163 4.777954152519088 Michigan Wayne
22093 4.777362854019529 Louisiana St James
47157 4.776939159241548 Tennessee Shelby
37063 4.7757555080346945 North Carolina Durham
51700 4.775477029029614 Virginia Newport News City
13033 4.774687554462004 Georgia Burke
01113 4.77410784861444 Alabama Russell
22095 4.773496607778898 Louisiana St John The Baptist
37093 4.772068450848646 North Carolina Hoke
13205 4.770576772874854 Georgia Mitchell
24017 4.770379157151611 Maryland Charles
37051 4.769469492975923 North Carolina Cumberland
42101 4.769437243831156 Pennsylvania Philadelphia
51650 4.7693410846708835 Virginia Hampton City
01073 4.769158150538778 Alabama Jefferson
05035 4.768706137472424 Arkansas Crittenden
48157 4.768695314129281 Texas Fort Bend
28093 4.768108908612078 Mississippi Marshall
22017 4.766785819723125 Louisiana Caddo
35006 4.76514169157211 New Mexico Cibola
45033 4.764676238428983 South Carolina Dillon
22033 4.763455586899328 Louisiana East Baton Rouge
13217 4.763381301946969 Georgia Newton
06085 4.763225191273154 California Santa Clara
45049 4.762917750862866 South Carolina Hampton
29510 4.762548657535171 Missouri St Louis City
47075 4.762486871936715 Tennessee Haywood
28087 4.761436058453602 Mississippi Lowndes
13303 4.761406230711296 Georgia Washington
51740 4.761399208268745 Virginia Portsmouth City
45041 4.761018158662214 South Carolina Florence
28089 4.760607971013222 Mississippi Madison
22121 4.760386890300183 Louisiana West Baton Rouge
13247 4.760251548594003 Georgia Rockdale
28149 4.759336733066524 Mississippi Warren
49037 4.758949872199643 Utah San Juan
37181 4.758806369089746 North Carolina Vance
22097 4.757854463485352 Louisiana St Landry
13021 4.757657154535433 Georgia Bibb
13151 4.757603993799421 Georgia Henry
37165 4.757352258818209 North Carolina Scotland
02150 4.756990714520969 Alaska Kodiak Island
28107 4.756900968911353 Mississippi Panola
28029 4.75659020173554 Mississippi Copiah
13051 4.755767049381702 Georgia Chatham
02282 4.755709004527416 Alaska Yakutat
28123 4.75569229475681 Mississippi Scott
48245 4.755609482098106 Texas Jefferson
45011 4.754848603784234 South Carolina Barnwell
35045 4.754740331004695 New Mexico San Juan
13097 4.754441103910255 Georgia Douglas
13087 4.753520186780528 Georgia Decatur
28075 4.75244499854974 Mississippi Lauderdale
13245 4.752302281727508 Georgia Richmond
22091 4.752263616667107 Louisiana St Helena
37007 4.751803246195633 North Carolina Anson
13163 4.751765604056699 Georgia Jefferson
37079 4.751075504831039 North Carolina Greene
02201 4.750880414826181 Alaska Prince Wales Ketchikan
40001 4.750669242537704 Oklahoma Adair
28113 4.750266642145502 Mississippi Pike
37119 4.750203828891289 North Carolina Mecklenburg
37195 4.7501300777897635 North Carolina Wilson
28017 4.749720333980126 Mississippi Chickasaw
13261 4.749252585696059 Georgia Sumter
22037 4.748824900042048 Louisiana East Feliciana
05041 4.748293006362927 Arkansas Desha
05123 4.747821954967425 Arkansas St Francis
01101 4.747248362600501 Alabama Montgomery
13225 4.747005227416566 Georgia Peach
01005 4.746552664030574 Alabama Barbour
37139 4.7462362020076405 North Carolina Pasquotank
12039 4.745515746260301 Florida Gadsden
45069 4.745343033908476 South Carolina Marlboro
06095 4.744803520925657 California Solano
13089 4.74453720496759 Georgia De Kalb
13093 4.743811498876322 Georgia Dooly
22029 4.7425089842869745 Louisiana Concordia
04017 4.742440760957383 Arizona Navajo
45031 4.742318345123228 South Carolina Darlington
13009 4.741562224260258 Georgia Baldwin
13251 4.741433384658091 Georgia Screven
22069 4.740993188652982 Louisiana Natchitoches
13135 4.740472157076041 Georgia Gwinnett
01097 4.739926442620075 Alabama Mobile
37081 4.739740522156827 North Carolina Guilford
22031 4.739620347018052 Louisiana De Soto
05069 4.739079249691215 Arkansas Jefferson
22101 4.739038198150194 Louisiana St Mary
28147 4.738843664624318 Mississippi Walthall
13189 4.738625081496153 Georgia McDuffie
01099 4.737404532875416 Alabama Monroe
28043 4.737261386917066 Mississippi Grenada
22067 4.737101296468503 Louisiana Morehouse
28079 4.736924348924035 Mississippi Leake
37127 4.7369195587718265 North Carolina Nash
13081 4.736870801958256 Georgia Crisp
01091 4.736441788678576 Alabama Marengo
51087 4.735689106976059 Virginia Henrico
05119 4.735478867528275 Arkansas Pulaski
22081 4.735412434763072 Louisiana Red River
13179 4.734362471031367 Georgia Liberty
22073 4.73435226930734 Louisiana Ouachita
37065 4.73428259335626 North Carolina Edgecombe
01025 4.733674809570197 Alabama Clarke
28061 4.732971856294054 Mississippi Jasper
37107 4.732844516049059 North Carolina Lenoir
13185 4.732450397287531 Georgia Lowndes
28153 4.7318911593281605 Mississippi Wayne
51550 4.731116439307972 Virginia Chesapeake City
02060 4.730308705257988 Alaska Bristol Bay
13099 4.729662263820581 Georgia Early
22065 4.729661795577006 Louisiana Madison
13285 4.729642878400484 Georgia Troup
28163 4.728679361008874 Mississippi Yazoo
47113 4.72862067048259 Tennessee Madison
51760 4.7280948613952125 Virginia Richmond City
28159 4.727019955734336 Mississippi Winston
12031 4.725458536658152 Florida Duval
51670 4.725336848534031 Virginia Hopewell City
13307 4.7252130424911405 Georgia Webster
13287 4.725210754227926 Georgia Turner
45029 4.725168592410687 South Carolina Colleton
22045 4.725166804737043 Louisiana Iberia
45067 4.724837344599372 South Carolina Marion
01013 4.7245478151631 Alabama Butler
13165 4.724325375154101 Georgia Jenkins
13319 4.723907298429227 Georgia Wilkinson
37147 4.7237486600394805 North Carolina Pitt
13275 4.723687048166832 Georgia Thomas
28001 4.723463625628391 Mississippi Adams
28097 4.722584839882165 Mississippi Montgomery
37191 4.722563093246926 North Carolina Wayne
13175 4.722065727094813 Georgia Laurens
45023 4.722029562584742 South Carolina Chester
40021 4.72150917463385 Oklahoma Cherokee
01065 4.720934447187872 Alabama Hale
28025 4.720116235074436 Mississippi Clay
22013 4.719930600473299 Louisiana Bienville
45017 4.719549206439921 South Carolina Calhoun
37083 4.719435201682994 North Carolina Halifax
47069 4.719283075302108 Tennessee Hardeman
51135 4.719210273146919 Virginia Nottoway
51181 4.718411483337492 Virginia Surry
45037 4.7182342969236455 South Carolina Edgefield
24031 4.718104653910677 Maryland Montgomery
22083 4.718016726149905 Louisiana Richland
51149 4.718007096182229 Virginia Prince George
28007 4.717558352810956 Mississippi Attala
51710 4.716958741028176 Virginia Norfolk City
30005 4.716640476738503 Montana Blaine
13199 4.715986711142575 Georgia Meriwether
01107 4.715778244697657 Alabama Pickens
24027 4.7157250899809 Maryland Howard
47097 4.715676836411137 Tennessee Lauderdale
28009 4.715082929351041 Mississippi Benton
45027 4.715081829368747 South Carolina Clarendon
05093 4.714563347254029 Arkansas Mississippi
37017 4.714233599991457 North Carolina Bladen
05077 4.714164694049697 Arkansas Lee
13269 4.71392976205733 Georgia Taylor
13017 4.713692009057118 Georgia Ben Hill
28135 4.713202042728599 Mississippi Tallahatchie
05017 4.712606309971642 Arkansas Chicot
37155 4.712353750367689 North Carolina Robeson
28035 4.712332442427146 Mississippi Forrest
12079 4.712237887867473 Florida Madison
28127 4.7115145791178605 Mississippi Simpson
13153 4.711377593783692 Georgia Houston
37077 4.711168911184306 North Carolina Granville
05027 4.710788248129959 Arkansas Columbia
17031 4.71073327164709 Illinois Cook
13289 4.710268219584281 Georgia Twiggs
01017 4.710154112229061 Alabama Chambers
37153 4.709720848878471 North Carolina Richmond
22079 4.709661345950048 Louisiana Rapides
05103 4.7089338393246605 Arkansas Ouachita
13107 4.707731379900737 Georgia Emanuel
34023 4.707483726514436 New Jersey Middlesex
13193 4.706973116745442 Georgia Macon
22071 4.706780355633715 Louisiana Orleans
51175 4.706775098453463 Virginia Southampton
28099 4.7060536812283855 Mississippi Neshoba
37117 4.7057422023543145 North Carolina Martin
01053 4.704585972192319 Alabama Escambia
01023 4.704469885193908 Alabama Choctaw
22077 4.703865579690002 Louisiana Pointe Coupee
51053 4.703275886445417 Virginia Dinwiddie
28031 4.703150231571343 Mississippi Covington
06081 4.703036144106061 California San Mateo
22099 4.70282218382718 Louisiana St Martin
01109 4.702103150698628 Alabama Pike
28101 4.7019401176490305 Mississippi Newton
13255 4.701821942521801 Georgia Spalding
51153 4.701764463497991 Virginia Prince William
45025 4.701150416406635 South Carolina Chesterfield
13277 4.700926965238618 Georgia Tift
11001 4.7003301744733985 District of Columbia District of Columbia
01035 4.700185651495368 Alabama Conecuh
13197 4.700039667146901 Georgia Marion
17163 4.6998110291031665 Illinois St Clair
28011 4.699140086043767 Mississippi Bolivar
05039 4.698796658743672 Arkansas Dallas
22027 4.698523848941934 Louisiana Claiborne
28005 4.698515801993418 Mississippi Amite
37047 4.698508141898634 North Carolina Columbus
51690 4.697815342192027 Virginia Martinsville City
51025 4.697607809819368 Virginia Brunswick
06067 4.6968209288623575 California Sacramento
51057 4.695037309927012 Virginia Essex
37091 4.694864749697899 North Carolina Hertford
13027 4.694719332807216 Georgia Brooks
13109 4.6939326085853015 Georgia Evans
06075 4.693822277304472 California San Francisco
51033 4.693711081628583 Virginia Caroline
13317 4.693019190072932 Georgia Wilkes
37073 4.692313832324998 North Carolina Gates
28161 4.691788416982766 Mississippi Yalobusha
13271 4.691712197315708 Georgia Telfair
45039 4.691504550946913 South Carolina Fairfield
13283 4.691118436850454 Georgia Treutlen
51620 4.690479745757391 Virginia Franklin City
28091 4.690462230965811 Mississippi Marion
20209 4.690356638435283 Kansas Wyandotte
05139 4.689835471268973 Arkansas Union
13067 4.689535057387128 Georgia Cobb
55079 4.6891330692870525 Wisconsin Milwaukee
47037 4.688534878263374 Tennessee Davidson
22061 4.688110367763682 Louisiana Lincoln
37187 4.687005472435947 North Carolina Washington
51029 4.686860596033812 Virginia Buckingham
37177 4.6868307724289675 North Carolina Tyrrell
34021 4.686706168586816 New Jersey Mercer
37163 4.686325527016658 North Carolina Sampson
18097 4.685646719505412 Indiana Marion
01121 4.68531367860082 Alabama Talladega
45061 4.6844598731447284 South Carolina Lee
22119 4.684145352277117 Louisiana Webster
13167 4.683189146353219 Georgia Johnson
51590 4.6827051431891045 Virginia Danville City
30035 4.682423670537105 Montana Glacier
45047 4.682216999371719 South Carolina Greenwood
39035 4.682190597960743 Ohio Cuyahoga
45019 4.681644421972892 South Carolina Charleston
28023 4.6809338939017024 Mississippi Clarke
30087 4.68050515708252 Montana Rosebud
05095 4.68043258966354 Arkansas Monroe
40101 4.680076118586008 Oklahoma Muskogee
45075 4.680061052887358 South Carolina Orangeburg
22105 4.679587180284519 Louisiana Tangipahoa
46095 4.679236660642743 South Dakota Mellette
51059 4.678944893076705 Virginia Fairfax
45015 4.678244448247773 South Carolina Berkeley
15009 4.678205108383332 Hawaii Maui
01129 4.677693093639242 Alabama Washington
13273 4.677585917683983 Georgia Terrell
28037 4.677246127426867 Mississippi Franklin
17003 4.676900020345129 Illinois Alexander
22107 4.67626345651551 Louisiana Tensas
22007 4.676144690101974 Louisiana Assumption
28065 4.6760771893351105 Mississippi Jefferson Davis
48113 4.676036133346521 Texas Dallas
27087 4.676021989924689 Minnesota Mahnomen
05107 4.675146483526563 Arkansas Phillips
24005 4.674816452672661 Maryland Baltimore
34017 4.67449335597481 New Jersey Hudson
24510 4.67447549109035 Maryland Baltimore City
04005 4.673724788250322 Arizona Coconino
45009 4.673712547232012 South Carolina Bamberg
45035 4.673254418528937 South Carolina Dorchester
22117 4.6729847435300185 Louisiana Washington
30085 4.672791350762671 Montana Roosevelt
22009 4.672393841245853 Louisiana Avoyelles
37067 4.672343128686556 North Carolina Forsyth
37185 4.672306620579544 North Carolina Warren
05057 4.672184008141563 Arkansas Hempstead
37033 4.671920026821637 North Carolina Caswell
45089 4.671687179273556 South Carolina Williamsburg
13131 4.6715576691584335 Georgia Grady
28077 4.6706898142166295 Mississippi Lawrence
10003 4.670507497337687 Delaware New Castle
28137 4.670314181615444 Mississippi Tate
28069 4.67007323555769 Mississippi Kemper
51049 4.66985131393388 Virginia Cumberland
51770 4.669596251099465 Virginia Roanoke City
13183 4.669307065235306 Georgia Long
12011 4.669193534557591 Florida Broward
24039 4.6691927831390485 Maryland Somerset
51111 4.669057054560572 Virginia Lunenburg
22051 4.669019784164269 Louisiana Jefferson
28085 4.668990490358513 Mississippi Lincoln
34039 4.6675914222705 New Jersey Union
05073 4.667467319885377 Arkansas Lafayette
51036 4.667178762006999 Virginia Charles City
51183 4.666712309622701 Virginia Sussex
45071 4.666126185494976 South Carolina Newberry
46071 4.665946547189661 South Dakota Jackson
37015 4.6656683954439355 North Carolina Bertie
13171 4.66476482399739 Georgia Lamar
13069 4.6643363649458305 Georgia Coffee
13263 4.664051665721453 Georgia Talbot
25025 4.6637482460579065 Massachusetts Suffolk
06077 4.663029995502525 California San Joaquin
01125 4.662822720957327 Alabama Tuscaloosa
13037 4.66235542066207 Georgia Calhoun
37183 4.661424583291878 North Carolina Wake
40031 4.661361733459565 Oklahoma Comanche
13091 4.661314896244289 Georgia Dodge
22127 4.661125722597445 Louisiana Winn
51595 4.661078851096779 Virginia Emporia City
02232 4.660503718550076 Alaska Skagway Hoonah Angoon
13191 4.660109241281829 Georgia McIntosh
40015 4.6599729511549395 Oklahoma Caddo
22089 4.6593340379451575 Louisiana St Charles
51810 4.658650938433688 Virginia Virginia Beach City
13235 4.65840874486384 Georgia Pulaski
12095 4.6573707360694945 Florida Orange
22039 4.657323868377835 Louisiana Evangeline
31173 4.657000820403956 Nebraska Thurston
51083 4.656596327255136 Virginia Halifax
37131 4.65626294304606 North Carolina Northampton
06013 4.656124463479449 California Contra Costa
13243 4.656079563757388 Georgia Randolph
12065 4.655797769545748 Florida Jefferson
13065 4.65546785856821 Georgia Clinch
37069 4.655429184129862 North Carolina Franklin
46085 4.655131555980851 South Dakota Lyman
37103 4.654874252291719 North Carolina Jones
13299 4.654758971791494 Georgia Ware
28095 4.6541165827774424 Mississippi Monroe
02020 4.653564344373168 Alaska Anchorage
22041 4.653352905663071 Louisiana Franklin
37061 4.652270011415249 North Carolina Duplin
12073 4.652000087827553 Florida Leon
39061 4.651967383767092 Ohio Hamilton
15007 4.651215669116721 Hawaii Kauai
45087 4.650734699267273 South Carolina Union
13315 4.650689245344957 Georgia Wilcox
48201 4.650645582281067 Texas Harris
13075 4.650537455978633 Georgia Cook
01037 4.650486021219135 Alabama Coosa
22055 4.65048106979966 Louisiana Lafayette
22025 4.650383605376366 Louisiana Catahoula
12047 4.65032935920574 Florida Hamilton
10001 4.649982104159084 Delaware Kent
40107 4.649629606416249 Oklahoma Okfuskee
30003 4.649597578764585 Montana Big Horn
13301 4.648480850716503 Georgia Warren
28067 4.648110495584393 Mississippi Jones
01089 4.64766939937463 Alabama Madison
02220 4.647599646296029 Alaska Sitka
13321 4.646685040183798 Georgia Worth
17153 4.646416017634351 Illinois Pulaski
18089 4.646328859787754 Indiana Lake
48027 4.645988123862245 Texas Bell
22075 4.645798189354619 Louisiana Plaquemines
28015 4.645790862503254 Mississippi Carroll
05043 4.645443197717493 Arkansas Drew
28081 4.6453110178282415 Mississippi Lee
24045 4.645029009140795 Maryland Wicomico
29095 4.644915414401294 Missouri Jackson
05099 4.644721307239349 Arkansas Nevada
51147 4.644250461968588 Virginia Prince Edward
22049 4.64407434097892 Louisiana Jackson
36061 4.640478189088591 New York New York
28047 4.6395306553505336 Mississippi Harrison
34007 4.638766620734233 New Jersey Camden
22019 4.63814905793597 Louisiana Calcasieu
06037 4.637983726648983 California Los Angeles
28049 4.637605825981965 Mississippi Hinds
37041 4.637581692683776 North Carolina Chowan
13209 4.63736052991535 Georgia Montgomery
51680 4.637144894425037 Virginia Lynchburg City
13035 4.636660919107734 Georgia Butts
51117 4.636348915188968 Virginia Mecklenburg
24033 4.635634307281008 Maryland Prince Georges
13095 4.6354747871571265 Georgia Dougherty
39049 4.635454208592558 Ohio Franklin
15001 4.634962370216926 Hawaii Hawaii
51041 4.634747341459509 Virginia Chesterfield
13105 4.634530459151307 Georgia Elbert
45081 4.6341366744623755 South Carolina Saluda
13173 4.63390563790821 Georgia Lanier
13293 4.632090282883521 Georgia Upson
05011 4.630984510981964 Arkansas Bradley
13265 4.630595185869935 Georgia Taliaferro
22035 4.63037949267296 Louisiana East Carroll
22109 4.630145628775404 Louisiana Terrebonne
38061 4.629905144571543 North Dakota Mountrail
51081 4.629864486288922 Virginia Greensville
01105 4.6292421962110755 Alabama Perry
02164 4.629134735603326 Alaska Lake and Peninsula
38005 4.628794022158779 North Dakota Benson
28019 4.62740012696145 Mississippi Choctaw
37145 4.62492182936583 North Carolina Person
13279 4.624902182654002 Georgia Toombs
37095 4.624497993630605 North Carolina Hyde
01069 4.623610326642611 Alabama Houston
51510 4.622930809486991 Virginia Alexandria City
40111 4.6221597382213915 Oklahoma Okmulgee
02130 4.621581705988557 Alaska Ketchikan Gateway
40113 4.621471363179641 Oklahoma Osage
12033 4.621283541370799 Florida Escambia
46109 4.6211892377270445 South Dakota Roberts
13155 4.621134370796566 Georgia Irwin
28055 4.621115974235714 Mississippi Issaquena
13267 4.6206522736046995 Georgia Tattnall
37085 4.620242722032754 North Carolina Harnett
28013 4.61909813685051 Mississippi Calhoun
13253 4.618795088633543 Georgia Seminole
46007 4.618461635523479 South Dakota Bennett
28103 4.618196373471014 Mississippi Noxubee
13127 4.617925982074485 Georgia Glynn
01047 4.617863406152278 Alabama Dallas
48037 4.61767525643993 Texas Bowie
47047 4.6171176849506095 Tennessee Fayette
40023 4.616789020713435 Oklahoma Choctaw
28157 4.6164795278097195 Mississippi Wilkinson
29155 4.6164305203996125 Missouri Pemiscot
51131 4.615957817937185 Virginia Northampton
13043 4.615954255749282 Georgia Candler
13169 4.615739588538528 Georgia Jones
37173 4.615626425678006 North Carolina Swain
45001 4.615512192448785 South Carolina Abbeville
13049 4.615111940916795 Georgia Charlton
13181 4.613923696617096 Georgia Lincoln
34001 4.613540618198285 New Jersey Atlantic
51037 4.612756346220686 Virginia Charlotte
29189 4.612497635065653 Missouri St Louis
13259 4.611852411654155 Georgia Stewart
40089 4.611553574207839 Oklahoma McCurtain
28119 4.611512959368484 Mississippi Quitman
24019 4.610557859505702 Maryland Dorchester
45059 4.608955846787813 South Carolina Laurens
45055 4.608883821452299 South Carolina Kershaw
53033 4.6087163478447195 Washington King
01011 4.608130173558708 Alabama Bullock
12063 4.607801392393489 Florida Jackson
48145 4.60760934931347 Texas Falls
51097 4.6071471014849426 Virginia King and Queen
13063 4.60687396215137 Georgia Clayton
34011 4.606493990872837 New Jersey Cumberland
22003 4.606489518776776 Louisiana Allen
05091 4.605590591840405 Arkansas Miller
28151 4.604823385190427 Mississippi Washington
28059 4.604282246774635 Mississippi Jackson
40109 4.603744364458423 Oklahoma Oklahoma
51685 4.603021191228831 Virginia Manassas Park City
51630 4.602635883352692 Virginia Fredericksburg City
22005 4.602485710678939 Louisiana Ascension
05003 4.601995974383954 Arkansas Ashley
40133 4.601401134389223 Oklahoma Seminole
01067 4.599768246566942 Alabama Henry
22015 4.598829127762078 Louisiana Bossier
01041 4.597995573527355 Alabama Crenshaw
32003 4.597785298406266 Nevada Clark
46031 4.596921280105496 South Dakota Corson
28125 4.596914246480107 Mississippi Sharkey
45003 4.596310395047864 South Carolina Aiken
13031 4.596020832229795 Georgia Bulloch
13071 4.59555105063089 Georgia Colquitt
22111 4.595287785313436 Louisiana Union
28133 4.594986666460105 Mississippi Sunflower
48203 4.593196171410808 Texas Harrison
28033 4.593116889421468 Mississippi De Soto
02110 4.5929324891404155 Alaska Juneau
13061 4.592158859440652 Georgia Clay
01081 4.591157480417911 Alabama Lee
28105 4.591108697545607 Mississippi Oktibbeha
48473 4.590879081794931 Texas Waller
46023 4.590855383942584 South Dakota Charles Mix
42045 4.5898015157324465 Pennsylvania Delaware
40135 4.589482212104028 Oklahoma Sequoyah
22125 4.589087662656847 Louisiana West Feliciana
47125 4.588830476336447 Tennessee Montgomery
13023 4.5886932505491975 Georgia Bleckley
05079 4.587667928755185 Arkansas Lincoln
51001 4.58709843097335 Virginia Accomack
37049 4.587063707100132 North Carolina Craven
13207 4.586993425681046 Georgia Monroe
34035 4.585212555106855 New Jersey Somerset
45043 4.584162581365564 South Carolina Georgetown
28083 4.58405833439502 Mississippi Leflore
06059 4.582797120851172 California Orange
21111 4.581116446061025 Kentucky Jefferson
51683 4.581037976181483 Virginia Manassas City
51107 4.580015160414596 Virginia Loudoun
28143 4.579950302453572 Mississippi Tunica
04001 4.579398435294026 Arizona Apache
13201 4.5792464797797585 Georgia Miller
01123 4.579102329321468 Alabama Tallapoosa
20061 4.579088107846627 Kansas Geary
51093 4.57874042186402 Virginia Isle of Wight
05147 4.578016180758463 Arkansas Woodruff
01085 4.57738833821185 Alabama Lowndes
13177 4.576675457975856 Georgia Lee
45083 4.575164886593772 South Carolina Spartanburg
45005 4.574954301111557 South Carolina Allendale
01131 4.574263486210252 Alabama Wilcox
51600 4.573270732471775 Virginia Fairfax City
37105 4.572546322468029 North Carolina Lee
22085 4.572481286411484 Louisiana Sabine
05001 4.571734584908274 Arkansas Arkansas
02290 4.571511975005859 Alaska Yukon Koyukuk
02016 4.571351447278273 Alaska Aleutians West
27123 4.57127179615881 Minnesota Ramsey
13079 4.571256682139493 Georgia Crawford
13309 4.571226847664986 Georgia Wheeler
13159 4.571084980064911 Georgia Jasper
34031 4.570209241518112 New Jersey Passaic
13039 4.56947233125146 Georgia Camden
22087 4.569309693281571 Louisiana St Bernard
51159 4.56921575093135 Virginia Richmond
40035 4.569114721599717 Oklahoma Craig
13211 4.567662187133706 Georgia Morgan
51179 4.567010066554062 Virginia Stafford
40097 4.5668177136079535 Oklahoma Mayes
12057 4.565730594216898 Florida Hillsborough
48183 4.565690589884838 Texas Gregg
51193 4.5654956069436805 Virginia Westmoreland
21047 4.565450541078741 Kentucky Christian
45057 4.565394594088288 South Carolina Lancaster
26049 4.5644579557029585 Michigan Genesee
48225 4.563756378340397 Texas Houston
40063 4.563506603787903 Oklahoma Hughes
13249 4.562488429351127 Georgia Schley
39113 4.562014600438701 Ohio Montgomery
13239 4.561097212140794 Georgia Quitman
06101 4.561090488226415 California Sutter
48439 4.560692934229771 Texas Tarrant
34005 4.559328602328268 New Jersey Burlington
42043 4.5586895044038656 Pennsylvania Dauphin
37013 4.558645142957138 North Carolina Beaufort
36119 4.558576766225987 New York Westchester
30041 4.557911157407396 Montana Hill
45091 4.557639707543558 South Carolina York
01119 4.557150404314576 Alabama Sumter
51007 4.557129217991867 Virginia Amelia
01045 4.5569883094494665 Alabama Dale
28053 4.5561965539317555 Mississippi Humphreys
28129 4.555844910000347 Mississippi Smith
13133 4.554021777927977 Georgia Greene
01051 4.553859413340891 Alabama Elmore
05019 4.553406689206836 Arkansas Clark
39095 4.553024877442238 Ohio Lucas
40123 4.552809331443317 Oklahoma Pontotoc
12001 4.552670717440808 Florida Alachua
48085 4.551929646154512 Texas Collin
26161 4.551892599217071 Michigan Washtenaw
13113 4.5509264119060635 Georgia Fayette
13237 4.550536133812706 Georgia Putnam
37001 4.550437906360463 North Carolina Alamance
47065 4.550316040084334 Tennessee Hamilton
05037 4.549736069220044 Arkansas Cross
29133 4.549663536756926 Missouri Mississippi
48395 4.549069533534942 Texas Robertson
13305 4.548858377721006 Georgia Wayne
40143 4.548598553344387 Oklahoma Tulsa
13003 4.5469935618410355 Georgia Atkinson
28071 4.546616294014965 Mississippi Lafayette
51099 4.54618566806574 Virginia King George
28041 4.545833229543788 Mississippi Greene
13073 4.545414163171181 Georgia Columbia
02280 4.544524291073345 Alaska Wrangell Petersburg
45045 4.543669564956362 South Carolina Greenville
01007 4.543408283870078 Alabama Bibb
01015 4.541801185840229 Alabama Calhoun
28121 4.541081430468084 Mississippi Rankin
45021 4.540888181191325 South Carolina Cherokee
48099 4.540793299951952 Texas Coryell
05061 4.54063278679775 Arkansas Howard
40115 4.540598055183145 Oklahoma Ottawa
17143 4.54051065427737 Illinois Peoria
28073 4.539729308365106 Mississippi Lamar
28027 4.539558668846776 Mississippi Coahoma
12086 4.538085120720259 Florida Miami-Dade
02261 4.5375303924956825 Alaska Valdez Cordova
26033 4.537036015778381 Michigan Chippewa
34003 4.536618021114364 New Jersey Bergen
40077 4.5359955957289175 Oklahoma Latimer
24003 4.53583971860053 Maryland Anne Arundel
51101 4.53559684331416 Virginia King William
27007 4.53544440106778 Minnesota Beltrami
30047 4.534677071382781 Montana Lake
06071 4.534194954583184 California San Bernardino
06073 4.533487899303731 California San Diego
40105 4.53307392763451 Oklahoma Nowata
01031 4.5328679325203085 Alabama Coffee
48343 4.532343935313113 Texas Morris
37045 4.5309675905792215 North Carolina Cleveland
13077 4.52991773698124 Georgia Coweta
51199 4.528653896188145 Virginia York
06019 4.528111676638444 California Fresno
13001 4.527680028333234 Georgia Appling
36085 4.527230581419008 New York Richmond
47167 4.526853812810923 Tennessee Tipton
13045 4.5268316379300515 Georgia Carroll
21075 4.5266732876137405 Kentucky Fulton
28111 4.523641784345212 Mississippi Perry
01001 4.522168531725042 Alabama Autauga
13059 4.521849923915272 Georgia Clarke
37135 4.521555713567193 North Carolina Orange
28131 4.520751580690935 Mississippi Stone
48423 4.520395434900232 Texas Smith
05013 4.520390283357426 Arkansas Calhoun
48471 4.519994941773523 Texas Walker
37123 4.51955262110373 North Carolina Montgomery
36087 4.519515463556562 New York Rockland
51177 4.51934562645533 Virginia Spotsylvania
56013 4.5187110473422845 Wyoming Fremont
26145 4.51847072452222 Michigan Saginaw
26125 4.5173969755727885 Michigan Oakland
46041 4.517189837392117 South Dakota Dewey
27053 4.517124508460556 Minnesota Hennepin
48351 4.516892058856096 Texas Newton
48039 4.515838195319391 Texas Brazoria
38053 4.514828737099086 North Dakota Mckenzie
02185 4.512986547395573 Alaska North Slope
53053 4.511917107522709 Washington Pierce
35031 4.5115727929218545 New Mexico Mckinley
47095 4.511053058238531 Tennessee Lake
36059 4.510768068518553 New York Nassau
51143 4.509235618320734 Virginia Pittsylvania
22115 4.506371299410449 Louisiana Vernon
51047 4.505830901281727 Virginia Culpeper
15003 4.505228133046785 Hawaii Honolulu
02070 4.504784497743127 Alaska Dillingham
06113 4.5040953989861965 California Yolo
24037 4.5040581603497305 Maryland St Marys
13141 4.503089654878595 Georgia Hancock
48401 4.501877208800154 Texas Rusk
17019 4.501792030800845 Illinois Champaign
13223 4.500525041174348 Georgia Paulding
38079 4.5005013476790205 North Dakota Rolette
40019 4.5003087156803305 Oklahoma Carter
36055 4.4994773585454535 New York Monroe
05081 4.498897117604602 Arkansas Little River
22001 4.4984304091856515 Louisiana Acadia
37025 4.498304932438318 North Carolina Cabarrus
40069 4.498175220951022 Oklahoma Johnston
35039 4.497947482707162 New Mexico Rio Arriba
28155 4.49769856119234 Mississippi Webster
09003 4.49698216318728 Connecticut Hartford
08005 4.496792595614594 Colorado Arapahoe
48347 4.4959523954583815 Texas Nacogdoches
48167 4.49570166421824 Texas Galveston
21067 4.494453383431086 Kentucky Fayette
12123 4.494051511497769 Florida Taylor
40005 4.493562580404317 Oklahoma Atoka
51089 4.492756594529959 Virginia Henry
40041 4.492569051285977 Oklahoma Delaware
51009 4.492269229368551 Virginia Amherst
51011 4.491139636560104 Virginia Appomattox
37141 4.491011802513088 North Carolina Pender
48001 4.4884525222147005 Texas Anderson
13221 4.4881945642753385 Georgia Oglethorpe
37143 4.487846209681299 North Carolina Perquimans
12007 4.487654404131177 Florida Bradford
01111 4.487633184924535 Alabama Randolph
13029 4.486348951503191 Georgia Bryan
46137 4.485802440128823 South Dakota Ziebach
12023 4.4857362177318025 Florida Columbia
37157 4.485486173650372 North Carolina Rockingham
40121 4.485430164287631 Oklahoma Pittsburg
48063 4.484506675520348 Texas Camp
48293 4.482373235241045 Texas Limestone
35043 4.481581938505973 New Mexico Sandoval
22053 4.481079501342052 Louisiana Jefferson Davis
48419 4.479995700728782 Texas Shelby
26065 4.479310424542701 Michigan Ingham
40029 4.478230059125357 Oklahoma Coal
40125 4.476723184906106 Oklahoma Pottawatomie
48309 4.476284259313822 Texas McLennan
12097 4.476186986469075 Florida Osceola
37101 4.47598772759355 North Carolina Johnston
48313 4.475400324257894 Texas Madison
12111 4.475256694104307 Florida St Lucie
13145 4.474915953137698 Georgia Harris
47053 4.474700616844644 Tennessee Gibson
51109 4.472584778235618 Virginia Louisa
02090 4.470867942750163 Alaska Fairbanks North Star
36001 4.470706786333852 New York Albany
41031 4.469900756693526 Oregon Jefferson
12051 4.469551294467307 Florida Hendry
13297 4.46914255640754 Georgia Walton
37159 4.468936716911508 North Carolina Rowan
01079 4.468562291419454 Alabama Lawrence
12125 4.466913707445774 Florida Union
04009 4.466866290956677 Arizona Graham
45065 4.466816974130948 South Carolina McCormick
09009 4.465330325560967 Connecticut New Haven
48121 4.464317651760195 Texas Denton
40061 4.4636094902612875 Oklahoma Haskell
17197 4.4626486161464305 Illinois Will
22057 4.462228295978334 Louisiana Lafourche
47149 4.460698248502108 Tennessee Rutherford
06065 4.460517769011442 California Riverside
37071 4.459487509271366 North Carolina Gaston
22113 4.458484037168263 Louisiana Vermilion
48005 4.4580756012867315 Texas Angelina
51730 4.458070660075534 Virginia Petersburg City
48241 4.4579756558608485 Texas Jasper
48405 4.457842068638996 Texas San Augustine
06115 4.457326644256412 California Yuba
17091 4.4571569345735185 Illinois Kankakee
22021 4.4561917763167465 Louisiana Caldwell
09001 4.456016675954054 Connecticut Fairfield
40145 4.455810197970281 Oklahoma Wagoner
45063 4.455122643966615 South Carolina Lexington
13147 4.454396381253234 Georgia Hart
13115 4.453323177569366 Georgia Floyd
40091 4.453187869614885 Oklahoma McIntosh
13005 4.452611716941506 Georgia Bacon
48365 4.452143867953675 Texas Panola
40131 4.451761145286436 Oklahoma Rogers
51075 4.451214456831674 Virginia Goochland
48185 4.451074688494684 Texas Grimes
45007 4.451021111302681 South Carolina Anderson
31055 4.450926591670345 Nebraska Douglas
51515 4.4500744600850775 Virginia Bedford City
02180 4.450066906541926 Alaska Nome
08031 4.448552019570918 Colorado Denver
39153 4.448474351034038 Ohio Summit
20173 4.448443201822157 Kansas Sedgwick
26013 4.448346097503364 Michigan Baraga
21093 4.448335806814516 Kentucky Hardin
48375 4.448306366554273 Texas Potter
48453 4.447389112273845 Texas Travis
51013 4.446419737459008 Virginia Arlington
37129 4.44636189540614 North Carolina New Hanover
48477 4.446295149839128 Texas Washington
40013 4.446110054391916 Oklahoma Bryan
17115 4.4455701213820795 Illinois Macon
48073 4.4455165302017985 Texas Cherokee
13013 4.4453889058065235 Georgia Barrow
12117 4.444932904403254 Florida Seminole
26121 4.443551310165575 Michigan Muskegon
48161 4.443363727215793 Texas Freestone
24011 4.443255895282242 Maryland Caroline
05067 4.442689246566116 Arkansas Jackson
42089 4.442634249406613 Pennsylvania Monroe
26021 4.442473186493889 Michigan Berrien
13161 4.442158801554862 Georgia Jeff Davis
18003 4.441952265726926 Indiana Allen
48349 4.441517005569839 Texas Navarro
28139 4.441308752285071 Mississippi Tippah
12077 4.441169875133867 Florida Liberty
44007 4.4403976608188644 Rhode Island Providence
17043 4.438931712437178 Illinois Du Page
02240 4.438759546617229 Alaska Southeast Fairbanks
40079 4.438703671706806 Oklahoma Le Flore
48315 4.438232286805545 Texas Marion
24025 4.437091800586179 Maryland Harford
45013 4.436170680312651 South Carolina Beaufort
18141 4.433954197133061 Indiana St Joseph
36029 4.432948151585669 New York Erie
12099 4.432869327408383 Florida Palm Beach
40127 4.4328263305353115 Oklahoma Pushmataha
51540 4.432699186602494 Virginia Charlottesville City
51610 4.432622323285601 Virginia Falls Church City
13103 4.431756376248746 Georgia Effingham
37029 4.430908869693155 North Carolina Camden
53061 4.430866616608962 Washington Snohomish
24009 4.430340725494804 Maryland Calvert
41051 4.4302074565423215 Oregon Multnomah
06047 4.430073398407587 California Merced
22011 4.42875832983457 Louisiana Beauregard
12105 4.428454063333207 Florida Polk
28115 4.427816046940422 Mississippi Pontotoc
06015 4.427663264843031 California Del Norte
36071 4.425895406130064 New York Orange
01055 4.425835641272542 Alabama Etowah
34033 4.425303991088502 New Jersey Salem
48067 4.424709291324973 Texas Cass
06003 4.423587440033776 California Alpine
12133 4.423345101622477 Florida Washington
06053 4.4232161560474985 California Monterey
01083 4.423083893029974 Alabama Limestone
06031 4.422667588361444 California Kings
22043 4.422365047108447 Louisiana Grant
01033 4.42194267215286 Alabama Colbert
17201 4.419950416051028 Illinois Winnebago
17097 4.419214861139475 Illinois Lake
22123 4.417767531199749 Louisiana West Carroll
30015 4.417314800938152 Montana Chouteau
51840 4.417193536934377 Virginia Winchester City
12129 4.416848784237495 Florida Wakulla
01063 4.416746544934832 Alabama Greene
36067 4.41564854298498 New York Onondaga
37133 4.41561533981953 North Carolina Onslow
29143 4.415325129549032 Missouri New Madrid
42091 4.414055211711924 Pennsylvania Montgomery
28145 4.412532261887312 Mississippi Union
51065 4.412338835257987 Virginia Fluvanna
06029 4.412161689111779 California Kern
36093 4.4114559965973 New York Schenectady
48481 4.410697748796034 Texas Wharton
25017 4.409434591040861 Massachusetts Middlesex
48277 4.4085721491106 Texas Lamar
39099 4.408137850994555 Ohio Mahoning
32021 4.408049216066149 Nevada Mineral
51127 4.407304279731156 Virginia New Kent
51031 4.407279389848963 Virginia Campbell
40027 4.407046236152525 Oklahoma Cleveland
28051 4.406776774885679 Mississippi Holmes
51003 4.40524090735907 Virginia Albemarle
42003 4.404882486308346 Pennsylvania Allegheny
37097 4.404383411213252 North Carolina Iredell
12003 4.403917023177897 Florida Baker
13233 4.403463576898712 Georgia Polk
37137 4.403071537654718 North Carolina Pamlico
48321 4.40254494891541 Texas Matagorda
40099 4.402008439547948 Oklahoma Murray
12013 4.401256585033543 Florida Calhoun
26081 4.399210200422032 Michigan Kent
12019 4.399141167327421 Florida Clay
36027 4.399118713010067 New York Dutchess
12107 4.3980918511949305 Florida Putnam
25021 4.397085637774037 Massachusetts Norfolk
48485 4.396850428723926 Texas Wichita
48387 4.395961410943238 Texas Red River
26077 4.3956908275031985 Michigan Kalamazoo
37179 4.395125774045904 North Carolina Union
47045 4.393614802226675 Tennessee Dyer
12091 4.393308338182708 Florida Okaloosa
01087 4.392483889694673 Alabama Macon
41067 4.389969276039735 Oregon Washington
05031 4.388315761717336 Arkansas Craighead
24021 4.388296589892771 Maryland Frederick
35053 4.387912260776056 New Mexico Socorro
40147 4.386901003719207 Oklahoma Washington
46101 4.386497279631013 South Dakota Moody
29169 4.386101782353093 Missouri Pulaski
12005 4.385820445980463 Florida Bay
17077 4.38361631209551 Illinois Jackson
02013 4.38332420533904 Alaska Aleutians East
05131 4.381725652231088 Arkansas Sebastian
26025 4.380964444332387 Michigan Calhoun
53019 4.38084886049026 Washington Ferry
34015 4.3807551919804535 New Jersey Gloucester
01103 4.380118236552489 Alabama Morgan
01117 4.379767380144661 Alabama Shelby
47119 4.378877808654927 Tennessee Maury
40117 4.378213194866036 Oklahoma Pawnee
28117 4.378197798342047 Mississippi Prentiss
40037 4.378168766978446 Oklahoma Creek
04021 4.375829471801982 Arizona Pinal
40083 4.374958329470217 Oklahoma Logan
22103 4.374753122653292 Louisiana St Tammany
40033 4.374251426284451 Oklahoma Cotton
01027 4.373323423057685 Alabama Clay
17167 4.372966563570927 Illinois Sangamon
25013 4.372143292382374 Massachusetts Hampden
08041 4.370748399952205 Colorado El Paso
28063 4.3688835778702355 Mississippi Jefferson
40065 4.368658354444057 Oklahoma Jackson
48291 4.368566920369999 Texas Liberty
48491 4.367881571117327 Texas Williamson
45051 4.367377530740085 South Carolina Horry
06099 4.3670932776979985 California Stanislaus
37037 4.366804432957955 North Carolina Chatham
28109 4.36532990274366 Mississippi Pearl River
39003 4.365300227350401 Ohio Allen
55101 4.364730623479939 Wisconsin Racine
17183 4.364396696453151 Illinois Vermilion
48257 4.364347184407366 Texas Kaufman
48449 4.36357382324446 Texas Titus
12045 4.3597755388637935 Florida Gulf
47033 4.358485445366221 Tennessee Crockett
40011 4.357321255995634 Oklahoma Blaine
06111 4.356310640296819 California Ventura
04013 4.356242831306461 Arizona Maricopa
20103 4.355327081635707 Kansas Leavenworth
29019 4.354614104535813 Missouri Boone
12043 4.354479571573678 Florida Glades
35035 4.353823240344912 New Mexico Otero
48029 4.353597710357143 Texas Bexar
46017 4.352194205050941 South Dakota Buffalo
22059 4.351930247765899 Louisiana La Salle
13015 4.351753646086022 Georgia Bartow
35001 4.351069909324961 New Mexico Bernalillo
29051 4.350679433910058 Missouri Cole
34025 4.349933340472255 New Jersey Monmouth
51137 4.348936385287952 Virginia Orange
46103 4.3475265516148704 South Dakota Pennington
40071 4.347302489106638 Oklahoma Kay
12027 4.346243030056604 Florida De Soto
20177 4.346068785528309 Kansas Shawnee
37167 4.346023197899237 North Carolina Stanly
21227 4.345653292697048 Kentucky Warren
51145 4.343974455166183 Virginia Powhatan
34027 4.34337786615776 New Jersey Morris
36033 4.342683688401388 New York Franklin
51095 4.342410224414406 Virginia James City
37035 4.339513695195519 North Carolina Catawba
26097 4.338780331921151 Michigan Mackinac
17113 4.338591084703616 Illinois Mclean
36103 4.338543089825705 New York Suffolk
05045 4.338195132408752 Arkansas Faulkner
24029 4.3375185405893655 Maryland Kent
26099 4.336755087590045 Michigan Macomb
53067 4.336102441766281 Washington Thurston
48089 4.334782300758637 Texas Colorado
28021 4.33474647206908 Mississippi Claiborne
51570 4.3345740834890405 Virginia Colonial Heights City
09011 4.3339033493383345 Connecticut New London
53035 4.33354156426396 Washington Kitsap
06039 4.33344090822363 California Madera
40017 4.333275704309321 Oklahoma Canadian
06027 4.332943264324869 California Inyo
51580 4.3319450558277595 Virginia Covington City
51820 4.331723170359746 Virginia Waynesboro City
30073 4.331295824182549 Montana Pondera
55113 4.329780438462769 Wisconsin Sawyer
55003 4.328505246667222 Wisconsin Ashland
38085 4.327580842734885 North Dakota Sioux
32031 4.326982406314362 Nevada Washoe
13019 4.3258405651100595 Georgia Berrien
48051 4.325105745070236 Texas Burleson
01039 4.323325125510205 Alabama Covington
40049 4.323298849166043 Oklahoma Garvin
46065 4.323281113294487 South Dakota Hughes
40141 4.32272970646144 Oklahoma Tillman
53047 4.321453139517074 Washington Okanogan
36105 4.321270442791741 New York Sullivan
48287 4.321208123443078 Texas Lee
13231 4.321102633275408 Georgia Pike
40075 4.320980441444273 Oklahoma Kiowa
13149 4.32021834842973 Georgia Heard
48071 4.319269006931036 Texas Chambers
48373 4.319078149327105 Texas Polk
38025 4.318298675591574 North Dakota Dunn
40039 4.318187738483914 Oklahoma Custer
13055 4.318156962443258 Georgia Chattooga
47093 4.317973545975026 Tennessee Knox
05029 4.317773389850712 Arkansas Conway
17089 4.317563529672871 Illinois Kane
13139 4.317466916227939 Georgia Hall
35009 4.316824817230678 New Mexico Curry
28003 4.316290347879954 Mississippi Alcorn
06055 4.316246009561156 California Napa
13257 4.316222393511579 Georgia Stephens
18091 4.315734714421243 Indiana La Porte
37125 4.31453660410587 North Carolina Moore
42077 4.313581665769033 Pennsylvania Lehigh
21073 4.313454005926472 Kentucky Franklin
10005 4.311784982513595 Delaware Sussex
24043 4.3116048476754925 Maryland Washington
48139 4.31128608991009 Texas Ellis
29201 4.3111811945278635 Missouri Scott
55041 4.309381583576077 Wisconsin Forest
48041 4.308616450191516 Texas Brazos
06083 4.308179969421774 California Santa Barbara
48231 4.307899411313719 Texas Hunt
05025 4.30746264504919 Arkansas Cleveland
51790 4.3070553513555385 Virginia Staunton City
39017 4.306477479634291 Ohio Butler
27109 4.306272367823681 Minnesota Olmsted
19153 4.305981888231373 Iowa Polk
37099 4.305119836794345 North Carolina Jackson
40103 4.305036797365348 Oklahoma Noble
40095 4.3048418512289786 Oklahoma Marshall
04019 4.304622247097054 Arizona Pima
55025 4.304008462805886 Wisconsin Dane
17161 4.303879380569685 Illinois Rock Island
01021 4.303519150398602 Alabama Chilton
02188 4.303318539601541 Alaska Northwest Arctic
05059 4.303284531630722 Arkansas Hot Spring
48021 4.3032230920742744 Texas Bastrop
02170 4.302637123826198 Alaska Matanuska Susitna
06023 4.302423884565588 California Humboldt
32001 4.3013542862730665 Nevada Churchill
12121 4.300854151411699 Florida Suwannee
02050 4.3003616111396745 Alaska Bethel
08083 4.300204617074814 Colorado Montezuma
21145 4.298831050424817 Kentucky McCracken
51085 4.297947709903084 Virginia Hanover
36109 4.297092657030087 New York Tompkins
02122 4.296910734692334 Alaska Kenai Peninsula
48303 4.296153367434617 Texas Lubbock
12067 4.295297811740417 Florida Lafayette
18163 4.2949790744877685 Indiana Vanderburgh
39057 4.2949183513600895 Ohio Greene
48441 4.294309165292692 Texas Taylor
08001 4.294138017274265 Colorado Adams
27037 4.2941321241532036 Minnesota Dakota
37057 4.293970463903893 North Carolina Davidson
21225 4.293572024452411 Kentucky Union
42029 4.293519429176781 Pennsylvania Chester
06035 4.289883612878148 California Lassen
48187 4.286469582114072 Texas Guadalupe
48487 4.286328429504173 Texas Wilbarger
21213 4.285554545967332 Kentucky Simpson
48361 4.28439509939156 Texas Orange
51061 4.284381648846967 Virginia Fauquier
39093 4.284149967159888 Ohio Lorain
19013 4.283428696814115 Iowa Black Hawk
01057 4.283389374653145 Alabama Fayette
48407 4.282278351317807 Texas San Jacinto
20125 4.2822781065191124 Kansas Montgomery
47169 4.281862191702001 Tennessee Trousdale
37023 4.281291927486639 North Carolina Burke
47003 4.280231563682033 Tennessee Bedford
51103 4.280151139790514 Virginia Lancaster
55078 4.279557603978643 Wisconsin Menominee
13229 4.279424863906823 Georgia Pierce
31043 4.279201471376134 Nebraska Dakota
48331 4.278600125797448 Texas Milam
26095 4.2784488982854985 Michigan Luce
40119 4.278030694983937 Oklahoma Payne
12009 4.277396766249738 Florida Brevard
20091 4.2768634969817985 Kansas Johnson
19163 4.275880452628435 Iowa Scott
46123 4.275734702998654 South Dakota Tripp
01077 4.275540026167674 Alabama Lauderdale
20013 4.275275766318163 Kansas Brown
47055 4.275065215521508 Tennessee Giles
48015 4.274120723130665 Texas Austin
25023 4.273616303840367 Massachusetts Plymouth
12103 4.27335026138506 Florida Pinellas
51125 4.27248197023982 Virginia Nelson
55059 4.272192813516651 Wisconsin Kenosha
04007 4.271577651683971 Arizona Gila
29165 4.271490055809824 Missouri Platte
51119 4.271212150117658 Virginia Middlesex
40085 4.270914610152424 Oklahoma Love
48055 4.270432618856051 Texas Caldwell
48459 4.2701741990933275 Texas Upshur
51830 4.269813869185695 Virginia Williamsburg City
48329 4.268987749145444 Texas Midland
13195 4.268559343232863 Georgia Madison
48341 4.268035061469864 Texas Moore
12037 4.267903891588977 Florida Franklin
40057 4.267318295073076 Oklahoma Harmon
40051 4.267088640838565 Oklahoma Grady
01003 4.267071576792168 Alabama Baldwin
51133 4.267059425699672 Virginia Northumberland
27139 4.265803372226211 Minnesota Scott
01115 4.265691971577711 Alabama St Clair
27003 4.265288779166801 Minnesota Anoka
24047 4.265214753356201 Maryland Worcester
12049 4.265114891802643 Florida Hardee
47131 4.264898769020429 Tennessee Obion
13157 4.263351581452213 Georgia Jackson
47023 4.263257920674632 Tennessee Chester
01061 4.262380242290259 Alabama Geneva
17093 4.262220096033235 Illinois Kendall
48397 4.262074408346009 Texas Rockwall
47017 4.26158933580635 Tennessee Carroll
29069 4.261166088063282 Missouri Dunklin
39023 4.260940731187377 Ohio Clark
05117 4.260841752253229 Arkansas Prairie
27105 4.260476704530025 Minnesota Nobles
12093 4.260201448668764 Florida Okeechobee
01075 4.259633044910008 Alabama Lamar
24041 4.259281698935058 Maryland Talbot
06061 4.259176651760867 California Placer
06107 4.259113445273688 California Tulare
40081 4.25875802353454 Oklahoma Lincoln
25009 4.2581277119758445 Massachusetts Essex
13117 4.257412829177109 Georgia Forsyth
20045 4.2565475166570055 Kansas Douglas
53011 4.256399717904891 Washington Clark
27163 4.256062844943366 Minnesota Washington
37161 4.255740520992173 North Carolina Rutherford
51073 4.255151097945786 Virginia Gloucester
48253 4.2544854479278 Texas Jones
21211 4.25337121359137 Kentucky Shelby
48177 4.252817459055419 Texas Gonzales
12113 4.252808184786251 Florida Santa Rosa
02100 4.252794634207795 Alaska Haines
53077 4.252498012847424 Washington Yakima
08014 4.252457920646743 Colorado Broomfield
26075 4.251759653038379 Michigan Jackson
25027 4.251554288063163 Massachusetts Worcester
49047 4.251162050181572 Utah Uintah
06025 4.251041290912315 California Imperial
39139 4.250720237193503 Ohio Richland
06087 4.250637171624404 California Santa Cruz
36083 4.249967832735803 New York Rensselaer
18167 4.249339891502152 Indiana Vigo
54003 4.249220000763284 West Virginia Berkeley
12127 4.249191819300267 Florida Volusia
32007 4.249110474270318 Nevada Elko
46129 4.248776687017655 South Dakota Walworth
08003 4.246817477659975 Colorado Alamosa
06069 4.246783049397235 California San Benito
48123 4.246413350329102 Texas De Witt
29047 4.245282791834607 Missouri Clay
21155 4.244622777850249 Kentucky Marion
05143 4.244324886973967 Arkansas Washington
17119 4.244088182052388 Illinois Madison
48457 4.24399249236139 Texas Tyler
51113 4.24368402582571 Virginia Madison
20085 4.243515577330779 Kansas Jackson
18057 4.243398823036242 Indiana Hamilton
13057 4.243213362358215 Georgia Cherokee
28039 4.242615660988287 Mississippi George
19103 4.240973836756083 Iowa Johnson
18019 4.240469421367297 Indiana Clark
54037 4.240025258684967 West Virginia Jefferson
28045 4.239221146890031 Mississippi Hancock
47147 4.239009544886334 Tennessee Robertson
13101 4.2385085379532335 Georgia Echols
06097 4.238491437940465 California Sonoma
48227 4.238248302845735 Texas Howard
48335 4.238068688329164 Texas Mitchell
13219 4.2379618227643725 Georgia Oconee
40047 4.237230457183136 Oklahoma Garfield
53073 4.236282933739049 Washington Whatcom
36065 4.236260986088975 New York Oneida
06041 4.235555321543249 California Marin
19021 4.235119128507541 Iowa Buena Vista
13125 4.235078072694183 Georgia Glascock
06045 4.234629858664892 California Mendocino
13119 4.234615392876036 Georgia Franklin
18095 4.2345814032616245 Indiana Madison
26045 4.234455136756885 Michigan Eaton
40087 4.234049116813846 Oklahoma Mcclain
48469 4.233663918200664 Texas Victoria
18157 4.2335873833356965 Indiana Tippecanoe
49035 4.232619978874103 Utah Salt Lake
13053 4.232358603505165 Georgia Chattahoochee
51079 4.23029949709753 Virginia Greene
31109 4.2296724250234545 Nebraska Lancaster
40009 4.2286769426996305 Oklahoma Beckham
39043 4.228607849178797 Ohio Erie
55009 4.228600653701431 Wisconsin Brown
06007 4.227999567029627 California Butte
17081 4.227954686614922 Illinois Jefferson
48223 4.227436137690367 Texas Hopkins
46099 4.226274303659895 South Dakota Minnehaha
32033 4.22538424002408 Nevada White Pine
17037 4.225278658612161 Illinois De Kalb
42049 4.224775468916661 Pennsylvania Erie
12035 4.224739605222791 Florida Flagler
48339 4.224686111879126 Texas Montgomery
48181 4.224589214502295 Texas Grayson
51720 4.224579418969051 Virginia Norton City
17177 4.224397193999465 Illinois Stephenson
21101 4.223651157150771 Kentucky Henderson
24015 4.223613082538229 Maryland Cecil
12083 4.22348396419486 Florida Marion
04003 4.222332384102999 Arizona Cochise
05133 4.2222415543519505 Arkansas Sevier
16011 4.221181949276276 Idaho Bingham
29031 4.22108394330994 Missouri Cape Girardeau
05085 4.219997034709832 Arkansas Lonoke
42011 4.219556397901528 Pennsylvania Berks
31153 4.219286935076614 Nebraska Sarpy
20175 4.219021447417211 Kansas Seward
21219 4.218952113643478 Kentucky Todd
36063 4.218201306241949 New York Niagara
18039 4.217727594647971 Indiana Elkhart
40055 4.217706943527444 Oklahoma Greer
27029 4.21697150020874 Minnesota Clearwater
36045 4.216701718990608 New York Jefferson
12075 4.216631479650882 Florida Levy
54081 4.216551355977697 West Virginia Raleigh
47077 4.2164973857052646 Tennessee Henderson
39151 4.21617011446585 Ohio Stark
19193 4.216018189454106 Iowa Woodbury
16039 4.215889936450174 Idaho Elmore
12069 4.214852266843085 Florida Lake
39041 4.214450639762316 Ohio Delaware
36111 4.213396340220402 New York Ulster
45077 4.212768220320931 South Carolina Pickens
40137 4.21221138558198 Oklahoma Stephens
47165 4.212089409006299 Tennessee Sumner
47183 4.211963692645745 Tennessee Weakley
36015 4.211270823254448 New York Chemung
47189 4.21065689116354 Tennessee Wilson
20055 4.209994975617519 Kansas Finney
48057 4.2091393605836585 Texas Calhoun
48437 4.20781211331202 Texas Swisher
08067 4.20749737796172 Colorado La Plata
18067 4.207332527798402 Indiana Howard
37151 4.207224721603447 North Carolina Randolph
25019 4.207111506786027 Massachusetts Nantucket
35061 4.206402842800596 New Mexico Valencia
06021 4.206243584951719 California Glenn
51775 4.206055993697032 Virginia Salem City
42095 4.2054491635832285 Pennsylvania Northampton
36007 4.204767460824557 New York Broome
18063 4.204329770039964 Indiana Hendricks
21021 4.203785987350248 Kentucky Boyle
54047 4.203411130532265 West Virginia McDowell
48189 4.202756721912366 Texas Hale
38071 4.20258482734527 North Dakota Ramsey
48239 4.202062817070261 Texas Jackson
20099 4.200672572050752 Kansas Labette
48119 4.1998526216623295 Texas Delta
39155 4.199589566474307 Ohio Trumbull
47117 4.199529673944665 Tennessee Marshall
18053 4.199393265928687 Indiana Grant
37019 4.1983090211744285 North Carolina Brunswick
46015 4.19829191323625 South Dakota Brule
18035 4.197863771032369 Indiana Delaware
39045 4.197781811417986 Ohio Fairfield
16009 4.196559847420531 Idaho Benewah
24035 4.195638192224766 Maryland Queen Annes
48075 4.195384338890199 Texas Childress
37021 4.195148860170817 North Carolina Buncombe
53027 4.195141719570269 Washington Grays Harbor
54039 4.194757282881467 West Virginia Kanawha
27005 4.194739301738802 Minnesota Becker
13313 4.192797359501692 Georgia Whitfield
39165 4.192775572184637 Ohio Warren
48025 4.192615824979645 Texas Bee
42133 4.192019793863648 Pennsylvania York
32013 4.191641224542535 Nevada Humboldt
47187 4.191544817206403 Tennessee Williamson
48147 4.191095323471382 Texas Fannin
27021 4.190447527894657 Minnesota Cass
29021 4.18969536763324 Missouri Buchanan
27017 4.189501910053215 Minnesota Carlton
48115 4.188375855313142 Texas Dawson
30105 4.188336352512011 Montana Valley
41047 4.188169225941516 Oregon Marion
55053 4.187958147135209 Wisconsin Jackson
12109 4.186820579075995 Florida St Johns
46121 4.186773338489941 South Dakota Todd
40067 4.18631115653076 Oklahoma Jefferson
29183 4.186010499926629 Missouri St Charles
53029 4.185626808047022 Washington Island
42017 4.185599064774582 Pennsylvania Bucks
51067 4.185538483849444 Virginia Franklin
48355 4.185487014215766 Texas Nueces
21105 4.185164670880845 Kentucky Hickman
48135 4.184489510245884 Texas Ector
20035 4.184238551017454 Kansas Cowley
17107 4.183873667601891 Illinois Logan
35055 4.183835983112813 New Mexico Taos
29007 4.183454119747236 Missouri Audrain
05111 4.183119291587175 Arkansas Poinsett
47103 4.183041597959095 Tennessee Lincoln
31161 4.182173900951826 Nebraska Sheridan
12081 4.181849028678486 Florida Manatee
46091 4.18166053497601 South Dakota Marshall
06079 4.18137197880345 California San Luis Obispo
05007 4.18109274105281 Arkansas Benton
17009 4.180603342916723 Illinois Brown
19171 4.180595096710617 Iowa Tama
17157 4.180168520939601 Illinois Randolph
21209 4.180043505263365 Kentucky Scott
35025 4.1794927376674735 New Mexico Lea
48087 4.178882324215455 Texas Collingsworth
48255 4.177569030120641 Texas Karnes
29195 4.177502387784501 Missouri Saline
41059 4.176654906710466 Oregon Umatilla
05051 4.176614359482345 Arkansas Garland
55115 4.176424167322698 Wisconsin Shawano
22063 4.175594219472351 Louisiana Livingston
20169 4.174975044292746 Kansas Saline
12131 4.174568357380436 Florida Walton
55105 4.174092237627082 Wisconsin Rock
48475 4.173857576220568 Texas Ward
53063 4.173451415372723 Washington Spokane
37053 4.173103924300806 North Carolina Currituck
09013 4.172818744191152 Connecticut Tolland
21141 4.171882966473115 Kentucky Logan
30013 4.171484715458656 Montana Cascade
48451 4.17131080210889 Texas Tom Green
29119 4.171132611487143 Missouri Mcdonald
17095 4.170956560041868 Illinois Knox
21107 4.1709268672352415 Kentucky Hopkins
36073 4.170291366257274 New York Orleans
17145 4.1701145123289205 Illinois Perry
40129 4.1699595671752 Oklahoma Roger Mills
32015 4.169834004121487 Nevada Lander
12089 4.169444667543523 Florida Nassau
08013 4.169149971942692 Colorado Boulder
13137 4.169122523111766 Georgia Habersham
48199 4.168528902751269 Texas Hardin
48209 4.167226494332845 Texas Hays
29053 4.166866373611482 Missouri Cooper
29175 4.166524848885811 Missouri Randolph
39141 4.166367331909948 Ohio Ross
48273 4.166201704617074 Texas Kleberg
19113 4.166112133411423 Iowa Linn
21161 4.166096909477785 Kentucky Mason
26027 4.165995041976052 Michigan Cass
09007 4.165920432596107 Connecticut Middlesex
32027 4.1653980541204705 Nevada Pershing
29101 4.165380840289764 Missouri Johnson
40139 4.1650664479424595 Oklahoma Texas
48179 4.163714015972877 Texas Gray
48079 4.163122889490499 Texas Cochran
18043 4.16257995942013 Indiana Floyd
13129 4.162082361494659 Georgia Gordon
48455 4.162062149146219 Texas Trinity
32510 4.161629519437785 Nevada Carson City
25005 4.161473999408356 Massachusetts Bristol
51161 4.160879139412059 Virginia Roanoke
54021 4.16070169902584 West Virginia Gilmer
48217 4.160119898479967 Texas Hill
29163 4.15994976542259 Missouri Pike
51187 4.159254037929767 Virginia Warren
21221 4.159203766414362 Kentucky Trigg
06033 4.158847074876377 California Lake
42071 4.158629359255448 Pennsylvania Lancaster
37059 4.158396273298948 North Carolina Davie
25015 4.158116101185779 Massachusetts Hampshire
42119 4.158011819942271 Pennsylvania Union
38101 4.157790897456651 North Dakota Ward
06089 4.1575412839509935 California Shasta
53005 4.157461671607415 Washington Benton
48415 4.156363286850314 Texas Scurry
45073 4.156167609003636 South Carolina Oconee
21117 4.1561563202275815 Kentucky Kenton
24001 4.155904944160655 Maryland Allegany
51530 4.155787116647954 Virginia Buena Vista City
20111 4.155420127324061 Kansas Lyon
30071 4.15530613350757 Montana Phillips
47079 4.155244924565798 Tennessee Henry
27127 4.154386036154685 Minnesota Redwood
39097 4.154266242768816 Ohio Madison
35028 4.1539885772764995 New Mexico Los Alamos
08101 4.1535689107358 Colorado Pueblo
37109 4.153295979996992 North Carolina Lincoln
06011 4.153142288808727 California Colusa
16073 4.152797276690032 Idaho Owyhee
48279 4.152645706749949 Texas Lamb
28057 4.151249749790867 Mississippi Itawamba
51069 4.1507839862984 Virginia Frederick
12071 4.150742321086953 Florida Lee
29063 4.15042451413775 Missouri Dekalb
20005 4.149878711169118 Kansas Atchison
18177 4.149674596469894 Indiana Wayne
20057 4.149353342729739 Kansas Ford
48289 4.148836242505292 Texas Leon
21017 4.148434577056132 Kentucky Bourbon
05125 4.1480349827583565 Arkansas Saline
41003 4.147940483422047 Oregon Benton
04027 4.147770692174648 Arizona Yuma
29023 4.147285908459718 Missouri Butler
37003 4.147231318933005 North Carolina Alexander
27095 4.147096217155318 Minnesota Mille Lacs
17005 4.147027071942834 Illinois Bond
04011 4.143806988178018 Arizona Greenlee
29027 4.143412720415958 Missouri Callaway
26159 4.143177844363865 Michigan Van Buren
18005 4.142864190598145 Indiana Bartholomew
16005 4.142845243483439 Idaho Bannock
18105 4.142790270148869 Indiana Monroe
53021 4.1425764294834195 Washington Franklin
41005 4.141031193814834 Oregon Clackamas
42103 4.140905794451118 Pennsylvania Pike
48391 4.140658338325757 Texas Refugio
48445 4.1400233395365795 Texas Terry
33011 4.139839389461141 New Hampshire Hillsborough
12059 4.139420041019269 Florida Holmes
39101 4.139392340890735 Ohio Marion
21151 4.138938907496307 Kentucky Madison
48213 4.138576891327662 Texas Henderson
34041 4.13847860099283 New Jersey Warren
21163 4.13839561763619 Kentucky Meade
48353 4.138265914304104 Texas Nolan
55087 4.138049694692613 Wisconsin Outagamie
42041 4.137690549556011 Pennsylvania Cumberland
16069 4.137629506157932 Idaho Nez Perce
41035 4.137599373514384 Oregon Klamath
29097 4.13699114813736 Missouri Jasper
08011 4.136524216833491 Colorado Bent
48281 4.136504541087088 Texas Lampasas
29127 4.136465213071731 Missouri Marion
48141 4.1364379133392815 Texas El Paso
17137 4.135847517284474 Illinois Morgan
21179 4.135731845520827 Kentucky Nelson
47011 4.13561089611439 Tennessee Bradley
21229 4.135410289397635 Kentucky Washington
30111 4.135215079357478 Montana Yellowstone
12029 4.134733395722064 Florida Dixie
35057 4.134598319737368 New Mexico Torrance
53045 4.134455857477069 Washington Mason
51121 4.1341241801617645 Virginia Montgomery
08035 4.13407926402654 Colorado Douglas
01059 4.134018100138213 Alabama Franklin
55073 4.133351799696887 Wisconsin Marathon
13143 4.133331181920058 Georgia Haralson
29089 4.1331053546061955 Missouri Howard
49013 4.132793749622933 Utah Duchesne
35013 4.13272888335423 New Mexico Dona Ana
48103 4.132279126913764 Texas Crane
48275 4.1314002882953975 Texas Knox
01127 4.131384306999043 Alabama Walker
41065 4.130690029088358 Oregon Wasco
27131 4.130599716920135 Minnesota Rice
51640 4.129891599498568 Virginia Galax City
54011 4.129678244476423 West Virginia Cabell
17101 4.129348090545898 Illinois Lawrence
40153 4.128593276898414 Oklahoma Woodward
56021 4.128208391974258 Wyoming Laramie
21059 4.12794753513386 Kentucky Daviess
47063 4.127763132614917 Tennessee Hamblen
06017 4.127403183580621 California El Dorado
55117 4.126553093632185 Wisconsin Sheboygan
39133 4.126394474687206 Ohio Portage
32019 4.126299556299939 Nevada Lyon
05127 4.125227996196942 Arkansas Scott
21185 4.12508012600893 Kentucky Oldham
38017 4.12484374037494 North Dakota Cass
41053 4.124822828923668 Oregon Polk
29145 4.124691353620353 Missouri Newton
48219 4.124661821085543 Texas Hockley
20021 4.1245368079471865 Kansas Cherokee
46005 4.123608460167179 South Dakota Beadle
37031 4.123341689875374 North Carolina Carteret
51520 4.123072545844899 Virginia Bristol City
06093 4.122794477699687 California Siskiyou
35005 4.122671599724365 New Mexico Chaves
55007 4.12217477399368 Wisconsin Bayfield
06103 4.122066769678894 California Tehama
29077 4.121977165270166 Missouri Greene
05033 4.121453695724614 Arkansas Crawford
39159 4.120847937224303 Ohio Union
46117 4.120675165558679 South Dakota Stanley
21015 4.12062199655937 Kentucky Boone
55063 4.120346596674607 Wisconsin La Crosse
48381 4.120299046116662 Texas Randall
51019 4.119975166744897 Virginia Bedford
49019 4.119895983710639 Utah Grand
31047 4.1197532325524495 Nebraska Dawson
40073 4.119432642202097 Oklahoma Kingfisher
27145 4.1192513223976555 Minnesota Stearns
17127 4.119057100165611 Illinois Massac
38035 4.118390383365109 North Dakota Grand Forks
16001 4.118309102137082 Idaho Ada
29161 4.11800064666706 Missouri Phelps
47051 4.117922548983355 Tennessee Franklin
46037 4.117656802215038 South Dakota Day
06051 4.117511311473014 California Mono
48191 4.117140728783806 Texas Hall
12101 4.116528529946554 Florida Pasco
37027 4.116472139030471 North Carolina Caldwell
41071 4.116050282880059 Oregon Yamhill
05145 4.115559120361579 Arkansas White
35049 4.1149769162739585 New Mexico Santa Fe
53057 4.114623796477247 Washington Skagit
19169 4.113398952552294 Iowa Story
08059 4.113294641696012 Colorado Jefferson
54055 4.113093047481817 West Virginia Mercer
48251 4.113088903643519 Texas Johnson
53001 4.112971085467828 Washington Adams
40043 4.112947350181417 Oklahoma Dewey
48125 4.112695651023266 Texas Dickens
26003 4.112430706948262 Michigan Alger
35019 4.112326704680896 New Mexico Guadalupe
48233 4.111961195058654 Texas Hutchinson
46093 4.111928525474674 South Dakota Meade
48197 4.111853894519833 Texas Hardeman
47043 4.111793946512497 Tennessee Dickson
42007 4.1116286137140134 Pennsylvania Beaver
08073 4.1115222238914475 Colorado Lincoln
40149 4.110939529644357 Oklahoma Washita
41039 4.110782010652214 Oregon Lane
38105 4.110629089142886 North Dakota Williams
27083 4.11047576461665 Minnesota Lyon
01049 4.110446042483556 Alabama De Kalb
44005 4.110345188753198 Rhode Island Newport
41045 4.110144005434118 Oregon Malheur
26085 4.110141881862133 Michigan Lake
50007 4.108460969583404 Vermont Chittenden
47109 4.1083981098596185 Tennessee McNairy
51043 4.108294931785957 Virginia Clarke
48285 4.108074875012214 Texas Lavaca
26153 4.10783489500657 Michigan Schoolcraft
21239 4.107826299970145 Kentucky Woodford
26073 4.107608451238343 Michigan Isabella
48101 4.107389987297509 Texas Cottle
18103 4.107056168889388 Indiana Miami
35041 4.106866575955403 New Mexico Roosevelt
42027 4.105972428804393 Pennsylvania Centre
04012 4.105717956473958 Arizona La Paz
19057 4.105539024165932 Iowa Des Moines
31079 4.105406006899582 Nebraska Hall
26139 4.105336764258011 Michigan Ottawa
47179 4.10518603358424 Tennessee Washington
02068 4.104863092264766 Alaska Denali
06049 4.104511888632813 California Modoc
53025 4.104304849271976 Washington Grant
49057 4.103152099297899 Utah Weber
21217 4.102931822394263 Kentucky Taylor
42085 4.102712302805836 Pennsylvania Mercer
48149 4.102621091829394 Texas Fayette
35047 4.102523900745996 New Mexico San Miguel
31045 4.1024611137033125 Nebraska Dawes
05115 4.102177100101665 Arkansas Pope
29037 4.101923636532714 Missouri Cass
48495 4.100892498741974 Texas Winkler
38015 4.100695539277627 North Dakota Burleigh
21083 4.100179248065735 Kentucky Graves
34019 4.099598517407622 New Jersey Hunterdon
31107 4.09935473934121 Nebraska Knox
20161 4.09918970403135 Kansas Riley
48389 4.098646925451058 Texas Reeves
12087 4.098555277181734 Florida Monroe
37075 4.098265668226027 North Carolina Graham
35015 4.097973016407213 New Mexico Eddy
36039 4.097902848075588 New York Greene
51660 4.097626650754782 Virginia Harrisonburg City
26067 4.097564016179972 Michigan Ionia
48371 4.097426687803934 Texas Pecos
08123 4.097361113041638 Colorado Weld
53071 4.096682121952997 Washington Walla Walla
18127 4.096573634945734 Indiana Porter
21049 4.095988483880746 Kentucky Clark
17105 4.095524208724312 Illinois Livingston
29159 4.095091590328291 Missouri Pettis
40151 4.094873327016344 Oklahoma Woods
53065 4.0947612797881705 Washington Stevens
17103 4.0945250194019405 Illinois Lee
48169 4.094410738616687 Texas Garza
08087 4.093828128201453 Colorado Morgan
27031 4.093771664508716 Minnesota Cook
01071 4.093557749270373 Alabama Jackson
09015 4.092719155870961 Connecticut Windham
36021 4.092509737169051 New York Columbia
21233 4.092079585189993 Kentucky Webster
39119 4.091774554974316 Ohio Muskingum
36019 4.091752551899069 New York Clinton
21113 4.091717866644524 Kentucky Jessamine
25007 4.09119312693876 Massachusetts Dukes
31037 4.091154605507364 Nebraska Colfax
39081 4.091101547449555 Ohio Jefferson
13295 4.090649572379393 Georgia Walker
36009 4.090269428079156 New York Cattaraugus
48097 4.089849276056909 Texas Cooke
17199 4.0894703156981205 Illinois Williamson
26057 4.089143798835594 Michigan Gratiot
53075 4.089038576476798 Washington Whitman
21099 4.088984517145033 Kentucky Hart
39089 4.088943687062138 Ohio Licking
20145 4.088472051718677 Kansas Pawnee
46069 4.088187650105552 South Dakota Hyde
47031 4.087041718543271 Tennessee Coffee
17007 4.086907884016485 Illinois Boone
48159 4.086756692903303 Texas Franklin
27115 4.086167575891476 Minnesota Pine
08075 4.085687146363799 Colorado Logan
24013 4.085395490122263 Maryland Carroll
19049 4.0853301665798645 Iowa Dallas
42081 4.084732636326361 Pennsylvania Lycoming
08071 4.084639830313268 Colorado Las Animas
55139 4.0839579519249405 Wisconsin Winnebago
48461 4.083488430584694 Texas Upton
12061 4.083268835404893 Florida Indian River
49011 4.08271451045346 Utah Davis
30101 4.082274082076479 Montana Toole
36079 4.0822413221086915 New York Putnam
54061 4.081826043529206 West Virginia Monongalia
47081 4.081723378076188 Tennessee Hickman
47107 4.080683177786018 Tennessee McMinn
21147 4.079880165236387 Kentucky McCreary
30063 4.079717293417399 Montana Missoula
08025 4.079179240827134 Colorado Crowley
37111 4.079046400646312 North Carolina McDowell
13011 4.078709753289538 Georgia Banks
21033 4.078056397789039 Kentucky Caldwell
21009 4.078002836737245 Kentucky Barren
08089 4.076630016067624 Colorado Otero
20037 4.076260814152189 Kansas Crawford
53015 4.07462993513955 Washington Cowlitz
12041 4.074414643871179 Florida Gilchrist
36011 4.074034168675171 New York Cayuga
19087 4.073723589271698 Iowa Henry
47001 4.073639683225816 Tennessee Anderson
17087 4.073292490606381 Illinois Johnson
23001 4.072806279386413 Maine Androscoggin
08023 4.0725499397057385 Colorado Costilla
27019 4.072189148279807 Minnesota Carver
21035 4.071749823977759 Kentucky Calloway
13047 4.071379866953441 Georgia Catoosa
48205 4.071265028408922 Texas Hartley
55035 4.07115808912242 Wisconsin Eau Claire
17111 4.070858400197283 Illinois McHenry
08069 4.070520030158454 Colorado Larimer
48017 4.070170894056899 Texas Bailey
27027 4.069840877535649 Minnesota Clay
08045 4.0696971276766725 Colorado Garfield
46013 4.069418698438479 South Dakota Brown
48107 4.069030443488026 Texas Crosby
23005 4.068687430391184 Maine Cumberland
42055 4.0685536218037335 Pennsylvania Franklin
51195 4.068384969865095 Virginia Wise
36037 4.068108672550269 New York Genesee
13025 4.0679672081383265 Georgia Brantley
08021 4.067682631066393 Colorado Conejos
36121 4.067116532227885 New York Wyoming
48111 4.066878902114177 Texas Dallam
48049 4.066650178730145 Texas Brown
18133 4.066381025751222 Indiana Putnam
31013 4.066255407678404 Nebraska Box Butte
36099 4.066044353387449 New York Seneca
20043 4.065642172872087 Kansas Doniphan
31097 4.065059049072708 Nebraska Johnson
29187 4.064060881900812 Missouri St Francois
39173 4.063512674618477 Ohio Wood
37171 4.063434417633372 North Carolina Surry
48305 4.063328727353474 Texas Lynn
48163 4.063061931270482 Texas Frio
51155 4.062074629710838 Virginia Pulaski
16077 4.0620584479030155 Idaho Power
31031 4.06140682551833 Nebraska Cherry
27137 4.060724098177994 Minnesota St Louis
51115 4.060433143083487 Virginia Mathews
38059 4.060247860310573 North Dakota Morton
42079 4.060019959168998 Pennsylvania Luzerne
17017 4.059984259201269 Illinois Cass
20155 4.059803293876518 Kansas Reno
21177 4.059763333715952 Kentucky Muhlenberg
48237 4.059744327401809 Texas Jack
19187 4.059201144114306 Iowa Webster
08065 4.059161471491134 Colorado Lake
53009 4.059093413325539 Washington Clallam
39007 4.058596661932672 Ohio Ashtabula
01095 4.058526042141338 Alabama Marshall
17121 4.05847196704669 Illinois Marion
48409 4.058387148773419 Texas San Patricio
26149 4.0580669648769385 Michigan St Joseph
06105 4.058024528058204 California Trinity
48003 4.05786829140786 Texas Andrews
01019 4.057171470188561 Alabama Cherokee
39085 4.05706512479046 Ohio Lake
48175 4.056733678729164 Texas Goliad
27141 4.056626542163122 Minnesota Sherburne
27099 4.056607744018586 Minnesota Mower
49021 4.056510628170894 Utah Iron
17109 4.056307662422263 Illinois McDonough
17165 4.056287375199364 Illinois Saline
33017 4.0562608039956585 New Hampshire Strafford
55031 4.055674382319241 Wisconsin Douglas
31151 4.0555733642319485 Nebraska Saline
46135 4.054706554177279 South Dakota Yankton
37193 4.054534978265597 North Carolina Wilkes
47177 4.054026541563523 Tennessee Warren
18081 4.053603172048362 Indiana Johnson
48325 4.053564493620002 Texas Medina
36089 4.053280482923902 New York St Lawrence
21159 4.053261238886723 Kentucky Martin
54019 4.0530854082682755 West Virginia Fayette
48383 4.053022262041363 Texas Reagan
19101 4.052729862118238 Iowa Jefferson
42061 4.052576313706074 Pennsylvania Huntingdon
41049 4.052294794271329 Oregon Morrow
27013 4.052231448951977 Minnesota Blue Earth
27103 4.052164005664 Minnesota Nicollet
26037 4.052080369946564 Michigan Clinton
26047 4.051244955217568 Michigan Emmet
20015 4.051069756143668 Kansas Butler
17001 4.0509842437488075 Illinois Adams
40003 4.050848567180494 Oklahoma Alfalfa
48153 4.050684842741251 Texas Floyd
48295 4.050412052047211 Texas Lipscomb
37169 4.0502459229606735 North Carolina Stokes
05109 4.049503719640414 Arkansas Pike
27009 4.049291962239474 Minnesota Benton
18017 4.048993760134287 Indiana Cass
29135 4.04894520906404 Missouri Moniteau
16027 4.048196274054275 Idaho Canyon
55125 4.047802963959334 Wisconsin Vilas
47181 4.047616014630544 Tennessee Wayne
17027 4.047175841356791 Illinois Clinton
42051 4.047031735330127 Pennsylvania Fayette
51015 4.0469095616187145 Virginia Augusta
48069 4.046631010627511 Texas Castro
46009 4.046614329977786 South Dakota Bon Homme
39115 4.046453712159107 Ohio Morgan
42069 4.046341696500002 Pennsylvania Lackawanna
36117 4.0461527850879575 New York Wayne
05071 4.045835177946302 Arkansas Johnson
05149 4.045792083880704 Arkansas Yell
56037 4.04572038745723 Wyoming Sweetwater
20011 4.045577731429711 Kansas Bourbon
21167 4.0455682381160365 Kentucky Mercer
41027 4.044755320145682 Oregon Hood River
01029 4.044295163140902 Alabama Cleburne
17029 4.043891166229411 Illinois Coles
20129 4.043215374452544 Kansas Morton
21037 4.043140210346127 Kentucky Campbell
53017 4.042620882059574 Washington Douglas
46053 4.042501418178844 South Dakota Gregory
42053 4.041851425439279 Pennsylvania Forest
34029 4.041169665373676 New Jersey Ocean
55133 4.039859988497859 Wisconsin Waukesha
36051 4.039845101529292 New York Livingston
08105 4.039388555396224 Colorado Rio Grande
48369 4.039143723306976 Texas Parmer
39143 4.0387456268076285 Ohio Sandusky
47141 4.038697082130683 Tennessee Putnam
51141 4.038534509487955 Virginia Patrick
12021 4.038499932379461 Florida Collier
17033 4.03845396385414 Illinois Crawford
31119 4.038385673108864 Nebraska Madison
47115 4.038247585618586 Tennessee Marion
21173 4.037792486912198 Kentucky Montgomery
39063 4.03764806515073 Ohio Hancock
29111 4.037564084882667 Missouri Lewis
19061 4.037272988540667 Iowa Dubuque
19127 4.037085095928197 Iowa Marshall
12055 4.036811359004746 Florida Highlands
53037 4.035611384026544 Washington Kittitas
32011 4.035254494755721 Nevada Eureka
27113 4.03493301944355 Minnesota Pennington
26103 4.034822499265383 Michigan Marquette
39129 4.03412620637423 Ohio Pickaway
48501 4.034045345342899 Texas Yoakum
08109 4.033958658560072 Colorado Saguache
23029 4.033950018727214 Maine Washington
27147 4.0338739559461 Minnesota Steele
42075 4.033660244161135 Pennsylvania Lebanon
26091 4.0333306681891035 Michigan Lenawee
34037 4.033060341546734 New Jersey Sussex
31157 4.0325917210533735 Nebraska Scotts Bluff
21051 4.032350772601639 Kentucky Clay
48367 4.0322525409691465 Texas Parker
39149 4.031812510332942 Ohio Shelby
36091 4.031330690415941 New York Saratoga
27135 4.03130038168091 Minnesota Roseau
26107 4.031181842564552 Michigan Mecosta
48317 4.030924814585929 Texas Martin
26111 4.03075677678263 Michigan Midland
26023 4.029844214185955 Michigan Branch
56025 4.029779573939817 Wyoming Natrona
08043 4.029608428303327 Colorado Fremont
48431 4.02927445190323 Texas Sterling
48207 4.029109545700756 Texas Haskell
39027 4.028967324633718 Ohio Clinton
48129 4.028386420165827 Texas Donley
54069 4.028001557405974 West Virginia Ohio
05063 4.027997864414341 Arkansas Independence
05083 4.02781763396336 Arkansas Logan
37197 4.027695383026627 North Carolina Yadkin
38055 4.0275088551417735 North Dakota Mclean
01093 4.0272999084856815 Alabama Marion
39145 4.026863360423319 Ohio Scioto
21123 4.02641787866075 Kentucky Larue
41043 4.0263411196474985 Oregon Linn
34009 4.026337096067061 New Jersey Cape May
48483 4.026245962999882 Texas Wheeler
46047 4.0258657347329985 South Dakota Fall River
20149 4.025792878768146 Kansas Pottawatomie
48043 4.025481741712024 Texas Brewster
48109 4.025003501439447 Texas Culberson
39109 4.024980308033679 Ohio Miami
55097 4.024678994458066 Wisconsin Portage
48467 4.024546407051442 Texas Van Zandt
54049 4.024469986205023 West Virginia Marion
56007 4.024026269986204 Wyoming Carbon
44003 4.023901824818753 Rhode Island Kent
08077 4.023418591005324 Colorado Mesa
16053 4.023377279644167 Idaho Jerome
08051 4.023305628068487 Colorado Gunnison
47009 4.02321006065662 Tennessee Blount
26147 4.022399302641357 Michigan St Clair
39053 4.022097184696419 Ohio Gallia
06109 4.021710562617635 California Tuolumne
18153 4.021535074969503 Indiana Sullivan
46113 4.0210734222511295 South Dakota Shannon
39009 4.020767866950853 Ohio Athens
29113 4.020676699929447 Missouri Lincoln
16083 4.020049433775211 Idaho Twin Falls
36013 4.019510292342205 New York Chautauqua
19111 4.0194834061404725 Iowa Lee
41029 4.019171744098974 Oregon Jackson
39147 4.019126010848407 Ohio Seneca
39021 4.018935918932141 Ohio Champaign
36069 4.018578676509112 New York Ontario
48229 4.018390923755282 Texas Hudspeth
39047 4.018128211676501 Ohio Fayette
44009 4.017805575227808 Rhode Island Washington
08037 4.01763983027048 Colorado Eagle
48363 4.01760289936425 Texas Palo Pinto
48117 4.017176563527753 Texas Deaf Smith
33009 4.016414802614258 New Hampshire Grafton
27161 4.016348125005092 Minnesota Waseca
46035 4.0160998299159205 South Dakota Davison
35059 4.01608166982826 New Mexico Union
30049 4.015947535413826 Montana Lewis and Clark
08103 4.015910492812771 Colorado Rio Blanco
16061 4.015534021704976 Idaho Lewis
16033 4.015389117714972 Idaho Clark
42073 4.015309971616015 Pennsylvania Lawrence
49053 4.014709652504058 Utah Washington
20079 4.014651741746748 Kansas Harvey
46027 4.014632165594363 South Dakota Clay
19045 4.014325529891366 Iowa Clinton
41009 4.014183425595183 Oregon Columbia
20067 4.013887627411438 Kansas Grant
36057 4.013802831006064 New York Montgomery
29215 4.0134289022016905 Missouri Texas
53041 4.013118155827522 Washington Lewis
51005 4.013103567396356 Virginia Alleghany
20059 4.012974283246208 Kansas Franklin
49005 4.0128441261418795 Utah Cache
55033 4.012779325754934 Wisconsin Dunn
17051 4.012723405998365 Illinois Fayette
48493 4.012527398389288 Texas Wilson
35029 4.012174764650147 New Mexico Luna
53007 4.012053097024484 Washington Chelan
42021 4.012039847315652 Pennsylvania Cambria
42125 4.012003218990248 Pennsylvania Washington
26115 4.011974557621401 Michigan Monroe
17151 4.011931086758281 Illinois Pope
32017 4.0118175270659115 Nevada Lincoln
18173 4.011804943550519 Indiana Warrick
48297 4.011605929591567 Texas Live Oak
55081 4.010933757781123 Wisconsin Monroe
38077 4.010836995641171 North Dakota Richland
49045 4.010675202974384 Utah Tooele
18059 4.010538903002045 Indiana Hancock
26117 4.010162417751119 Michigan Montcalm
12053 4.01006732733706 Florida Hernando
48465 4.009983519961649 Texas Val Verde
51157 4.00997781981941 Virginia Rappahannock
29107 4.009921002669277 Missouri Lafayette
20001 4.009727666049275 Kansas Allen
48497 4.009303021609437 Texas Wise
05053 4.0092364409438535 Arkansas Grant
21175 4.008912035276055 Kentucky Morgan
41061 4.008778821346445 Oregon Union
48359 4.008759246456277 Texas Oldham
06043 4.008452760693679 California Mariposa
21005 4.008235167336855 Kentucky Anderson
21103 4.008216238667321 Kentucky Henry
36053 4.007883841729909 New York Madison
48165 4.00785454307218 Texas Gaines
29219 4.007687407825791 Missouri Warren
47007 4.007599570709339 Tennessee Bledsoe
16067 4.007584235649743 Idaho Minidoka
18011 4.007571117537519 Indiana Boone
55015 4.0073905447811 Wisconsin Calumet
48489 4.007388731544637 Texas Willacy
49039 4.0071549449178825 Utah Sanpete
37055 4.006874241040906 North Carolina Dare
48091 4.006550377675559 Texas Comal
27149 4.005764497501649 Minnesota Stevens
13213 4.0055215810574305 Georgia Murray
25003 4.005245695112293 Massachusetts Berkshire
39013 4.00469747733519 Ohio Belmont
16019 4.004625294708511 Idaho Bonneville
35037 4.004353375024543 New Mexico Quay
06005 4.004250635069989 California Amador
30077 4.004075352473971 Montana Powell
26055 4.003166456575411 Michigan Grand Traverse
46029 4.0028840758704085 South Dakota Codington
26053 4.00285748363257 Michigan Gogebic
36023 4.002639140747133 New York Cortland
27171 4.00257571953927 Minnesota Wright
47071 4.002525342025564 Tennessee Hardin
53039 4.002243606952978 Washington Klickitat
41025 4.001014654616579 Oregon Harney
55057 4.000954190678195 Wisconsin Juneau
46081 4.000939693569797 South Dakota Lawrence
49007 4.000413662279051 Utah Carbon
49043 3.999854768988194 Utah Summit
21001 3.99895535483606 Kentucky Adair
48143 3.9988882165305872 Texas Erath
36115 3.9986919129121055 New York Washington
08063 3.9985630374932195 Colorado Kit Carson
21041 3.9985131805072323 Kentucky Carroll
13187 3.9984374320027114 Georgia Lumpkin
47129 3.9983882459660087 Tennessee Morgan
55017 3.998339610820253 Wisconsin Chippewa
47159 3.9983349581365677 Tennessee Smith
22023 3.998332529069562 Louisiana Cameron
32023 3.997323240177496 Nevada Nye
19139 3.9973190452075067 Iowa Muscatine
19179 3.9972912270111456 Iowa Wapello
27169 3.996537130594301 Minnesota Winona
27067 3.99641779449912 Minnesota Kandiyohi
26005 3.9955478257990293 Michigan Allegan
48105 3.9955277234452575 Texas Crockett
42063 3.9954952201064287 Pennsylvania Indiana
20019 3.995250291157039 Kansas Chautauqua
55027 3.995011043078355 Wisconsin Dodge
49001 3.994784926798743 Utah Beaver
48429 3.994570514678819 Texas Stephens
48013 3.9945054748479514 Texas Atascosa
27119 3.9944567224635796 Minnesota Polk
19155 3.994309589963448 Iowa Pottawattamie
56005 3.99423782020208 Wyoming Campbell
48151 3.9941022980173253 Texas Fisher
31001 3.99383142092584 Nebraska Adams
18083 3.9936664172943277 Indiana Knox
51105 3.9936405773821253 Virginia Lee
53059 3.9936011880016524 Washington Skamania
41007 3.9933821099422553 Oregon Clatsop
51165 3.9930115265298505 Virginia Rockingham
54031 3.9929632548049856 West Virginia Hardy
30093 3.99272672194168 Montana Silver Bow
20053 3.9926275639467663 Kansas Ellsworth
21019 3.9925998857400535 Kentucky Boyd
54089 3.992446420572781 West Virginia Summers
17187 3.992296647865188 Illinois Warren
48425 3.992045590305265 Texas Somervell
27061 3.9919840719622037 Minnesota Itasca
37011 3.9918986301631723 North Carolina Avery
53051 3.991756030827411 Washington Pend Oreille
40093 3.99127647294013 Oklahoma Major
17063 3.9911914480269353 Illinois Grundy
47143 3.9908783496083657 Tennessee Rhea
29221 3.9906383186417385 Missouri Washington
42059 3.990246722166115 Pennsylvania Greene
48403 3.990158996761602 Texas Sabine
39091 3.9900633235223584 Ohio Logan
18051 3.9900511273125554 Indiana Gibson
46083 3.990023616947464 South Dakota Lincoln
30031 3.9900171581978316 Montana Gallatin
39025 3.989730151808433 Ohio Clermont
36101 3.9896669474561075 New York Steuben
20093 3.989127503836578 Kansas Kearny
49003 3.9890679488929046 Utah Box Elder
16075 3.9890474697993605 Idaho Payette
48195 3.988977219820177 Texas Hansford
55071 3.9889275275574336 Wisconsin Manitowoc
39039 3.9889223541450467 Ohio Defiance
41041 3.9888435280195043 Oregon Lincoln
37089 3.9887187383327327 North Carolina Henderson
17057 3.98857825807202 Illinois Fulton
27173 3.9881369130115445 Minnesota Yellow Medicine
38089 3.9874717383956426 North Dakota Stark
55039 3.9871005609227863 Wisconsin Fond Du Lac
48499 3.9870125777675294 Texas Wood
08081 3.9868294392152266 Colorado Moffat
49017 3.9867879197535987 Utah Garfield
19047 3.9867285870846128 Iowa Crawford
55089 3.9862802849466235 Wisconsin Ozaukee
26061 3.9857929403287855 Michigan Houghton
47089 3.985517622417149 Tennessee Jefferson
41011 3.985488144066605 Oregon Coos
48357 3.9852310247996 Texas Ochiltree
16047 3.98496470893129 Idaho Gooding
16055 3.984834961923691 Idaho Kootenai
18077 3.9842913570693383 Indiana Jefferson
12085 3.983987820301751 Florida Martin
51197 3.9839647589721014 Virginia Wythe
17099 3.9833370691485412 Illinois La Salle
28141 3.983130710673515 Mississippi Tishomingo
20187 3.983106805645335 Kansas Stanton
51185 3.983010738268949 Virginia Tazewell
33013 3.9829634659544637 New Hampshire Merrimack
20009 3.9828911994441833 Kansas Barton
20159 3.982880453916267 Kansas Rice
27025 3.9826337674336605 Minnesota Chisago
23019 3.982320390066252 Maine Penobscot
39087 3.9819637137766186 Ohio Lawrence
20133 3.981565486673773 Kansas Neosho
47161 3.9815539202008834 Tennessee Stewart
41017 3.9814353416831034 Oregon Deschutes
47123 3.981323293059648 Tennessee Monroe
20075 3.981212437256864 Kansas Hamilton
49049 3.981196513780845 Utah Utah
26017 3.9805507305206316 Michigan Bay
46011 3.9805476965850457 South Dakota Brookings
20081 3.980257500845774 Kansas Haskell
20191 3.980131164950636 Kansas Sumner
56035 3.9798791228211545 Wyoming Sublette
16031 3.9798302750005 Idaho Cassia
46019 3.979635709750495 South Dakota Butte
21007 3.9794541380861896 Kentucky Ballard
26101 3.97943131717914 Michigan Manistee
20121 3.9788909204118434 Kansas Miami
47021 3.97888338789477 Tennessee Cheatham
08099 3.978536581981141 Colorado Prowers
48399 3.9784819554234576 Texas Runnels
39169 3.9779078993853014 Ohio Wayne
05047 3.9775310070563257 Arkansas Franklin
21137 3.976902707488946 Kentucky Lincoln
32005 3.976891426296734 Nevada Douglas
31019 3.9766059938448786 Nebraska Buffalo
48307 3.9762142661943707 Texas McCulloch
56039 3.976063401692121 Wyoming Teton
56041 3.975915823829892 Wyoming Uinta
55127 3.9758625343639378 Wisconsin Walworth
55109 3.97555737544768 Wisconsin St Croix
16057 3.9755484082551726 Idaho Latah
09005 3.9754213751897085 Connecticut Litchfield
51023 3.975223696921887 Virginia Botetourt
40007 3.974690340186244 Oklahoma Beaver
29213 3.974622306811309 Missouri Taney
48503 3.9739135648796275 Texas Young
54057 3.9734752611036077 West Virginia Mineral
01009 3.9733870477932443 Alabama Blount
56001 3.9732931813690264 Wyoming Albany
47085 3.973258744322543 Tennessee Humphreys
17135 3.973083879555812 Illinois Montgomery
29117 3.9729493489019596 Missouri Livingston
27059 3.9729029409055956 Minnesota Isanti
21095 3.9724569895962056 Kentucky Harlan
47083 3.9724408302011387 Tennessee Houston
49027 3.972411488658306 Utah Millard
29147 3.9723682109025873 Missouri Nodaway
55111 3.9722190902551096 Wisconsin Sauk
51735 3.9721861725229575 Virginia Poquoson City
29043 3.971840334297297 Missouri Christian
16013 3.9716263877655305 Idaho Blaine
21013 3.9711252448785386 Kentucky Bell
08113 3.971045190618131 Colorado San Miguel
21097 3.9705819284814203 Kentucky Harrison
08085 3.970237217883314 Colorado Montrose
21215 3.9701469087819534 Kentucky Spencer
55141 3.970134446778349 Wisconsin Wood
50011 3.9699753577380545 Vermont Franklin
27049 3.9699454392130775 Minnesota Goodhue
42001 3.969910978329144 Pennsylvania Adams
04015 3.9691042525812166 Arizona Mohave
29001 3.969004188171855 Missouri Adair
29049 3.968787444748137 Missouri Clinton
21027 3.968320187033768 Kentucky Breckinridge
29137 3.9682629183324774 Missouri Monroe
13083 3.968086379795712 Georgia Dade
20065 3.9675770053779766 Kansas Graham
48463 3.967259978608729 Texas Uvalde
21077 3.966802590714761 Kentucky Gallatin
48211 3.966440840051956 Texas Hemphill
36077 3.9664357671246515 New York Otsego
36035 3.96615205844512 New York Fulton
48053 3.966148223320152 Texas Burnet
33015 3.965811210613883 New Hampshire Rockingham
31141 3.9657542387879348 Nebraska Platte
30023 3.96569272225014 Montana Deer Lodge
18085 3.9656530494181728 Indiana Kosciusko
19115 3.9652264495265697 Iowa Louisa
26123 3.964726509594182 Michigan Newaygo
49051 3.9646356419110305 Utah Wasatch
39103 3.964616237846342 Ohio Medina
29099 3.9645775769981397 Missouri Jefferson
20189 3.964340797563028 Kansas Stevens
48249 3.9642777428478815 Texas Jim Wells
40053 3.9640025028244876 Oklahoma Grant
25011 3.9639303112758166 Massachusetts Franklin
08033 3.963280644368983 Colorado Dolores
27033 3.9629694535688222 Minnesota Cottonwood
47145 3.962878094961848 Tennessee Roane
16063 3.9628690692689714 Idaho Lincoln
06063 3.962191452145723 California Plumas
48379 3.9613889046273125 Texas Rains
30083 3.961314099385814 Montana Richland
19123 3.9612959749675367 Iowa Mahaska
42037 3.9612595298053876 Pennsylvania Columbia
55013 3.960934533364065 Wisconsin Burnett
05105 3.960900582688718 Arkansas Perry
42107 3.96067839483238 Pennsylvania Schuylkill
27117 3.9603054262862942 Minnesota Pipestone
04023 3.9598712844097594 Arizona Santa Cruz
39029 3.959803158385042 Ohio Columbiana
13311 3.959629800710186 Georgia White
47099 3.9594969249119805 Tennessee Lawrence
29177 3.9592624654668835 Missouri Ray
31033 3.9587442580132035 Nebraska Cheyenne
35023 3.95864432437172 New Mexico Hidalgo
21193 3.9582197841957085 Kentucky Perry
42093 3.9578415793115704 Pennsylvania Montour
20051 3.9577557515291923 Kansas Ellis
20137 3.9573322258467325 Kansas Norton
29225 3.9570443227578704 Missouri Webster
18065 3.956845868389041 Indiana Henry
51750 3.95675699496835 Virginia Radford
54025 3.9567243231900133 West Virginia Greenbrier
48133 3.956685656018246 Texas Eastland
38093 3.9562939755370223 North Dakota Stutsman
55131 3.9562902696476154 Wisconsin Washington
47101 3.955843496817868 Tennessee Lewis
48433 3.9556981547971777 Texas Stonewall
48127 3.9555628519211297 Texas Dimmit
51171 3.955484764670822 Virginia Shenandoah
02270 3.9554304248251495 Alaska Wade Hampton
21205 3.955159595816261 Kentucky Rowan
48411 3.9551593651419994 Texas San Saba
21079 3.9550625481575183 Kentucky Garrard
42083 3.955026264372214 Pennsylvania McKean
17169 3.954972950934113 Illinois Schuyler
36075 3.9549024449847465 New York Oswego
41037 3.9548613967100557 Oregon Lake
47127 3.9548580825310067 Tennessee Moore
47041 3.954072116930741 Tennessee Dekalb
18123 3.953992767161563 Indiana Perry
29105 3.9535590762264525 Missouri Laclede
35033 3.953554911072416 New Mexico Mora
46127 3.953415775624251 South Dakota Union
47029 3.953391528836173 Tennessee Cocke
39071 3.953270328218343 Ohio Highland
47155 3.952565623633369 Tennessee Sevier
55055 3.9523955286825503 Wisconsin Jefferson
18071 3.952108187137491 Indiana Jackson
08117 3.951497076199218 Colorado Summit
21057 3.951444372331487 Kentucky Cumberland
39059 3.9512780071882454 Ohio Guernsey
39077 3.9509931008307237 Ohio Huron
36031 3.950981761164653 New York Essex
17179 3.9508531876457833 Illinois Tazewell
29009 3.9506665607444056 Missouri Barry
18121 3.9502139102359854 Indiana Parke
18145 3.950174548359419 Indiana Shelby
17195 3.9497756667760253 Illinois Whiteside
47163 3.9497138067006055 Tennessee Sullivan
39131 3.9495777848476963 Ohio Pike
53003 3.949520379800254 Washington Asotin
55021 3.9494488775094467 Wisconsin Columbia
47185 3.9494078960513894 Tennessee White
36003 3.9491953047702246 New York Allegany
29121 3.949117560695755 Missouri Macon
05087 3.9490858113869565 Arkansas Madison
19157 3.948634828054161 Iowa Poweshiek
16051 3.9482201658682596 Idaho Jefferson
20151 3.9479176011908295 Kansas Pratt
19145 3.9478442350002254 Iowa Page
51163 3.9478429614011583 Virginia Rockbridge
55093 3.9477898088079746 Wisconsin Pierce
51017 3.947749219866507 Virginia Bath
56033 3.9477196637927174 Wyoming Sheridan
30029 3.9476412498406335 Montana Flathead
48421 3.947335284243156 Texas Sherman
47039 3.9471567126059317 Tennessee Decatur
19053 3.94696345107485 Iowa Decatur
08107 3.9467130337190355 Colorado Routt
48377 3.9466861442504064 Texas Presidio
38057 3.9466497921806543 North Dakota Mercer
31111 3.946648232091011 Nebraska Lincoln
01043 3.9465769256285306 Alabama Cullman
19079 3.945209297544656 Iowa Hamilton
54059 3.94486857674242 West Virginia Mingo
42039 3.943701233165849 Pennsylvania Crawford
39067 3.943654463168649 Ohio Harrison
56045 3.9436258120843255 Wyoming Weston
50001 3.9433781216594714 Vermont Addison
54033 3.943350544816509 West Virginia Harrison
19125 3.9432923052510285 Iowa Marion
30021 3.943279745804791 Montana Dawson
20193 3.943223582672699 Kansas Thomas
48045 3.9429136390295123 Texas Briscoe
48065 3.9428742741084393 Texas Carson
30001 3.9425844503894227 Montana Beaverhead
39065 3.9424478800859584 Ohio Hardin
31053 3.94236722789224 Nebraska Dodge
29011 3.9420562008726607 Missouri Barton
21087 3.9420086163729096 Kentucky Green
56009 3.942006350698298 Wyoming Converse
51139 3.94192203457842 Virginia Page
42129 3.941816275168363 Pennsylvania Westmoreland
27071 3.9418012782372833 Minnesota Koochiching
49041 3.941558592500433 Utah Sevier
48059 3.9414490030668667 Texas Callahan
44001 3.941352441774094 Rhode Island Bristol
47059 3.9411881847770913 Tennessee Greene
08049 3.940687655640244 Colorado Grand
30017 3.940302866283584 Montana Custer
26041 3.940193683405141 Michigan Delta
38069 3.940143654730002 North Dakota Pierce
27165 3.9396792660056983 Minnesota Watonwan
26031 3.939654797170858 Michigan Cheboygan
30089 3.939588312045723 Montana Sanders
42019 3.939344022578247 Pennsylvania Butler
06009 3.939317397723679 California Calaveras
21029 3.9387182158152423 Kentucky Bullitt
21129 3.9384456757424773 Kentucky Lee
48061 3.938383356721948 Texas Cameron
48083 3.9383310691950504 Texas Coleman
48323 3.93807555503929 Texas Maverick
36095 3.938013064647639 New York Schoharie
16043 3.9377266933350232 Idaho Fremont
41019 3.93766017750733 Oregon Douglas
54045 3.937514537312217 West Virginia Logan
26127 3.9371075540163583 Michigan Oceana
18107 3.937054011621768 Indiana Montgomery
50015 3.9367536648619934 Vermont Lamoille
18049 3.9365540813765016 Indiana Fulton
21081 3.936200600514145 Kentucky Grant
08097 3.9360523243168597 Colorado Pitkin
56043 3.9359033487049704 Wyoming Washakie
35007 3.9357974739982797 New Mexico Colfax
27023 3.935736529353234 Minnesota Chippewa
19063 3.9356056565348925 Iowa Emmet
20113 3.935559645419781 Kansas McPherson
21011 3.9354582008130063 Kentucky Bath
39083 3.935422642738803 Ohio Knox
48215 3.935421956461306 Texas Hidalgo
53049 3.9352034440825623 Washington Pacific
51021 3.9350698907309423 Virginia Bland
21231 3.9348818711208544 Kentucky Wayne
29071 3.934402644571197 Missouri Franklin
42033 3.934146295186121 Pennsylvania Clearfield
17073 3.9337042642186093 Illinois Henry
08047 3.9336314011577604 Colorado Gilpin
42013 3.9335385654285786 Pennsylvania Blair
21223 3.933443499737546 Kentucky Trimble
48131 3.9333828294056734 Texas Duval
20069 3.93334173530267 Kansas Gray
20047 3.933102625518156 Kansas Edwards
16021 3.9325839763190222 Idaho Boundary
13085 3.932583825666113 Georgia Dawson
21143 3.932562376207775 Kentucky Lyon
29167 3.932154607088755 Missouri Polk
08007 3.9320861439543124 Colorado Archuleta
21125 3.931914826842957 Kentucky Laurel
29139 3.9312726846052253 Missouri Montgomery
42035 3.9312469798049436 Pennsylvania Clinton
17141 3.9307317313778594 Illinois Ogle
37149 3.930375449207575 North Carolina Polk
21171 3.930331093174257 Kentucky Monroe
20041 3.9302984218259702 Kansas Dickinson
17021 3.9301946394330374 Illinois Christian
26087 3.929940947059856 Michigan Lapeer
48417 3.929421577240153 Texas Shackelford
42097 3.928871621921214 Pennsylvania Northumberland
54079 3.928830949851177 West Virginia Putnam
05055 3.928661556710074 Arkansas Greene
48155 3.9284550198412727 Texas Foard
20181 3.928200198164396 Kansas Sherman
19033 3.928112712498946 Iowa Cerro Gordo
26165 3.9278152099087693 Michigan Wexford
29217 3.9267730734075927 Missouri Vernon
33005 3.9261761916107867 New Hampshire Cheshire
39125 3.9261526789838257 Ohio Paulding
29109 3.925954947870946 Missouri Lawrence
42127 3.9257943302062537 Pennsylvania Wayne
26109 3.925783846667798 Michigan Menominee
56023 3.9252234222511926 Wyoming Lincoln
26093 3.925199755364572 Michigan Livingston
47135 3.9251855629391774 Tennessee Perry
05113 3.9245072966080605 Arkansas Polk
39079 3.924459494658336 Ohio Jackson
26157 3.9242521432097006 Michigan Tuscola
29033 3.9238732188864924 Missouri Carroll
19105 3.9238409598266775 Iowa Jones
19167 3.923474117510645 Iowa Sioux
42109 3.9232452897804206 Pennsylvania Snyder
51678 3.923210434160896 Virginia Lexington City
48507 3.9230937341302714 Texas Zavala
39171 3.922818485146855 Ohio Williams
08039 3.9227493782336027 Colorado Elbert
21069 3.9224900713525206 Kentucky Fleming
49015 3.9224372529633187 Utah Emery
31147 3.9224157702506606 Nebraska Richardson
27125 3.922377490349373 Minnesota Red Lake
47111 3.9215915505611743 Tennessee Macon
27057 3.9215086076917935 Minnesota Hubbard
18099 3.9213734021840354 Indiana Marshall
21199 3.921353856326109 Kentucky Pulaski
50023 3.921264049989429 Vermont Washington
51173 3.9208766693689165 Virginia Smyth
48007 3.9207295961883943 Texas Aransas
21169 3.9205541429420236 Kentucky Metcalfe
42025 3.920503228947627 Pennsylvania Carbon
21091 3.920397576581822 Kentucky Hancock
35017 3.9203517034928206 New Mexico Grant
20119 3.9195243045282555 Kansas Meade
51027 3.9188086720977315 Virginia Buchanan
18027 3.9185503415118506 Indiana Daviess
36025 3.9182521143933333 New York Delaware
55005 3.918140506573192 Wisconsin Barron
48077 3.9179881610750034 Texas Clay
20185 3.9179406942797756 Kansas Stafford
27155 3.917865948897038 Minnesota Traverse
18113 3.9177006416363067 Indiana Noble
48435 3.917662949668648 Texas Sutton
23031 3.91755331633697 Maine York
49023 3.9173095628776813 Utah Juab
47015 3.917060669758296 Tennessee Cannon
47073 3.9168340459181468 Tennessee Hawkins
29131 3.916632207781207 Missouri Miller
51063 3.9163358515918265 Virginia Floyd
21121 3.9160538320000096 Kentucky Knox
29013 3.9160177605102877 Missouri Bates
27039 3.9155905278394623 Minnesota Dodge
50025 3.915408969985668 Vermont Windham
06057 3.9152994670833556 California Nevada
54029 3.9151471222996674 West Virginia Hancock
27085 3.915139490410232 Minnesota McLeod
48259 3.9149627830221987 Texas Kendall
13227 3.914795497176509 Georgia Pickens
23003 3.9146817745690283 Maine Aroostook
36043 3.9146227514330154 New York Herkimer
39157 3.91453381500166 Ohio Tuscarawas
21165 3.914302198157018 Kentucky Menifee
08055 3.9141896275279344 Colorado Huerfano
29093 3.914063164027764 Missouri Iron
19099 3.914010617100405 Iowa Jasper
26155 3.9140008256924075 Michigan Shiawassee
55043 3.913909469064807 Wisconsin Grant
19067 3.9135894216157774 Iowa Floyd
39005 3.9132636030219787 Ohio Ashland
31185 3.9131079991297004 Nebraska York
18117 3.9131050127362843 Indiana Orange
46079 3.9130907884597113 South Dakota Lake
39031 3.9125525146468685 Ohio Coshocton
05015 3.912229618132984 Arkansas Carroll
16081 3.912159304777452 Idaho Teton
19181 3.912023216910633 Iowa Warren
29035 3.912006844918415 Missouri Carter
18031 3.9119940244282283 Indiana Decatur
29091 3.9118085928743014 Missouri Howell
50005 3.9117314158433807 Vermont Caledonia
54107 3.911694582608085 West Virginia Wood
48035 3.911639605559059 Texas Bosque
29211 3.911495474224553 Missouri Sullivan
23011 3.911473343153605 Maine Kennebec
18073 3.911218451713782 Indiana Jasper
31167 3.911199889837445 Nebraska Stanton
36107 3.911089410231579 New York Tioga
17181 3.9110480355485118 Illinois Union
21003 3.91084513129904 Kentucky Allen
39167 3.9108024170925546 Ohio Washington
37175 3.9107705780791946 North Carolina Transylvania
18069 3.91026136792744 Indiana Huntington
20087 3.9102217448280068 Kansas Jefferson
18041 3.9101463333302022 Indiana Fayette
18079 3.910084931396374 Indiana Jennings
17203 3.908849887985453 Illinois Woodford
18029 3.9080848254273235 Indiana Dearborn
47019 3.9077177611110145 Tennessee Carter
08125 3.9075869010819155 Colorado Yuma
01133 3.907501091365598 Alabama Winston
40045 3.9070443041856113 Oklahoma Ellis
39015 3.906530695233644 Ohio Brown
47005 3.9051581662811494 Tennessee Benton
19039 3.905153406973265 Iowa Clarke
35027 3.9050919158259574 New Mexico Lincoln
27079 3.90502806689343 Minnesota Le Sueur
48479 3.904851376142882 Texas Webb
18033 3.9046402636716686 Indiana De Kalb
21235 3.9043330829762177 Kentucky Whitley
18129 3.9041899865053473 Indiana Posey
20205 3.904098221280716 Kansas Wilson
54001 3.904003875595869 West Virginia Barbour
29157 3.903973459737787 Missouri Perry
26079 3.9038249160791896 Michigan Kalkaska
21187 3.9035559764011953 Kentucky Owen
21183 3.9034696502153956 Kentucky Ohio
47121 3.9032534246207824 Tennessee Meigs
21085 3.90318488336536 Kentucky Grayson
31123 3.9030749841022576 Nebraska Morrill
18151 3.9030132766342502 Indiana Steuben
27107 3.9029106672451457 Minnesota Norman
39051 3.9029082673329483 Ohio Fulton
17011 3.9027996786404917 Illinois Bureau
16049 3.9027254279308083 Idaho Idaho
42031 3.9022531784819963 Pennsylvania Clarion
47025 3.9020918738631525 Tennessee Claiborne
29083 3.9019312987941572 Missouri Henry
36049 3.9016633831039673 New York Lewis
39161 3.9014751849068476 Ohio Van Wert
26029 3.901124575519849 Michigan Charlevoix
20197 3.901099058495946 Kansas Wabaunsee
20097 3.900933666145133 Kansas Kiowa
39069 3.9006739274659705 Ohio Henry
36113 3.900673745070987 New York Warren
48265 3.9006415146149562 Texas Kerr
05009 3.9006172760196156 Arkansas Boone
29181 3.900436326024579 Missouri Ripley
16087 3.9003637563445723 Idaho Washington
42111 3.8998578925911525 Pennsylvania Somerset
50013 3.8995375100757323 Vermont Grand Isle
19015 3.899503063713171 Iowa Boone
48337 3.899078625394547 Texas Montague
21061 3.8990325043253713 Kentucky Edmonson
56015 3.898940546158164 Wyoming Goshen
48009 3.8988053543441117 Texas Archer
29059 3.8987066135082498 Missouri Dallas
23023 3.898134175341906 Maine Sagadahoc
08119 3.898078159674146 Colorado Teller
41033 3.897878938510624 Oregon Josephine
18061 3.8972560066651707 Indiana Harrison
08015 3.896961693510957 Colorado Chaffee
31179 3.8969537949266666 Nebraska Wayne
56003 3.8967336178061682 Wyoming Big Horn
26015 3.8964068877788036 Michigan Barry
39073 3.8962427329022074 Ohio Hocking
18023 3.896144531672288 Indiana Clinton
18139 3.896058118248174 Indiana Rush
18169 3.8957428115589403 Indiana Wabash
26059 3.8956881844463984 Michigan Hillsdale
13123 3.8954732243913304 Georgia Gilmer
17149 3.895357506044463 Illinois Pike
55083 3.8953293664940474 Wisconsin Oconto
55095 3.895102870881156 Wisconsin Polk
48271 3.8950903789289444 Texas Kinney
36017 3.8948020073185994 New York Chenango
42099 3.8947170963826885 Pennsylvania Perry
48031 3.8946160569074113 Texas Blanco
51071 3.8945187436249524 Virginia Giles
20031 3.8943571628023657 Kansas Coffey
29055 3.8941608769340568 Missouri Crawford
48247 3.8940872913878617 Texas Jim Hogg
26133 3.8938354547484133 Michigan Osceola
27035 3.893835101904322 Minnesota Crow Wing
19017 3.8935907650158477 Iowa Bremer
54017 3.8935003043451406 West Virginia Doddridge
38067 3.8932481319833805 North Dakota Pembina
40059 3.893057457662547 Oklahoma Harper
27063 3.892862906643522 Minnesota Jackson
29207 3.892836306126777 Missouri Stoddard
20171 3.892647184103688 Kansas Scott
39105 3.8925585308188713 Ohio Meigs
08017 3.8919736812831314 Colorado Cheyenne
19191 3.8918873859137983 Iowa Winneshiek
26137 3.8915248024753533 Michigan Otsego
39055 3.891417538685026 Ohio Geauga
26105 3.8912078923936186 Michigan Mason
55137 3.8910816236084886 Wisconsin Waushara
38009 3.8908209576411763 North Dakota Bottineau
17041 3.8907011109120955 Illinois Douglas
19183 3.890546204807181 Iowa Washington
18143 3.8904925089894595 Indiana Scott
27047 3.8904166519315098 Minnesota Freeborn
29003 3.8903912209231453 Missouri Andrew
39163 3.8903859085077146 Ohio Vinton
27065 3.8902493924120907 Minnesota Kanabec
51191 3.8901159523674886 Virginia Washington
48137 3.8899801553218962 Texas Edwards
18109 3.8897267554156745 Indiana Morgan
18161 3.889723050376423 Indiana Union
29203 3.889580628624513 Missouri Shannon
38003 3.889497486693489 North Dakota Barnes
17185 3.8894755841521897 Illinois Wabash
55121 3.8894651256976953 Wisconsin Trempealeau
17117 3.8893108094852353 Illinois Macoupin
19175 3.8886505541278775 Iowa Union
21197 3.888559029143285 Kentucky Powell
55019 3.8883533077576815 Wisconsin Clark
37115 3.8875726670116837 North Carolina Madison
42067 3.8874948980741193 Pennsylvania Juniata
48047 3.8874926398087317 Texas Brooks
41057 3.8874688709160674 Oregon Tillamook
38099 3.887380370783935 North Dakota Walsh
27133 3.8872506990249662 Minnesota Rock
33001 3.8872411514523035 New Hampshire Belknap
39127 3.8871750074645757 Ohio Perry
08029 3.8870902512376464 Colorado Delta
39117 3.886995406005316 Ohio Morrow
31159 3.886984747996142 Nebraska Seward
32029 3.8869376796925583 Nevada Storey
47091 3.886711314165543 Tennessee Johnson
20143 3.8867042880378246 Kansas Ottawa
39107 3.8866292515801306 Ohio Mercer
31105 3.8865509614005225 Nebraska Kimball
39135 3.8864500107706683 Ohio Preble
29149 3.8863150376526594 Missouri Oregon
08095 3.886211156875767 Colorado Phillips
27143 3.886052119146019 Minnesota Sibley
29173 3.885929416428176 Missouri Ralls
31145 3.8858914737549073 Nebraska Red Willow
05121 3.885783607361356 Arkansas Randolph
39001 3.8855181241885144 Ohio Adams
17083 3.8855067286045597 Illinois Jersey
39175 3.8853754539067524 Ohio Wyandot
18149 3.8853458193807624 Indiana Starke
37189 3.8849100132471035 North Carolina Watauga
36097 3.8848736895559126 New York Schuyler
54091 3.8846525078833936 West Virginia Taylor
55023 3.884545593691762 Wisconsin Crawford
55065 3.884163172160857 Wisconsin Lafayette
20139 3.8838592772658163 Kansas Osage
18037 3.883408126580838 Indiana Dubois
27153 3.8832878479084254 Minnesota Todd
36123 3.883163610161147 New York Yates
55045 3.8830674618932424 Wisconsin Green
29025 3.8829201120604107 Missouri Caldwell
47153 3.8826067349980704 Tennessee Sequatchie
31177 3.882588348030043 Nebraska Washington
38097 3.8825027778601817 North Dakota Traill
18147 3.8824656434640072 Indiana Spencer
39137 3.88217911963908 Ohio Putnam
16079 3.882076501248003 Idaho Shoshone
16045 3.881791832985648 Idaho Gem
21031 3.88178270822159 Kentucky Butler
29229 3.8817793576957964 Missouri Wright
18093 3.880855855885436 Indiana Lawrence
31025 3.8806057646272607 Nebraska Cass
21195 3.880476017690632 Kentucky Pike
21191 3.8802261695648017 Kentucky Pendleton
46055 3.8801869075119724 South Dakota Haakon
17039 3.880150544091908 Illinois Dewitt
18183 3.879973095198598 Indiana Whitley
27167 3.879849686229851 Minnesota Wilkin
18137 3.8795651636755157 Indiana Ripley
18179 3.8795494140537956 Indiana Wells
18007 3.8793623344864607 Indiana Benton
05075 3.8793429045076024 Arkansas Lawrence
54077 3.8791590728896903 West Virginia Preston
17159 3.8789945978793567 Illinois Richland
21089 3.8789147420128938 Kentucky Greenup
18131 3.8787524966778024 Indiana Pulaski
54027 3.8787003765404795 West Virginia Hampshire
54097 3.878649220659317 West Virginia Upshur
49029 3.8784973549897437 Utah Morgan
39011 3.878386360730448 Ohio Auglaize
56029 3.878128783845633 Wyoming Park
54073 3.8780873780401883 West Virginia Pleasants
17049 3.878085347602001 Illinois Effingham
29186 3.8780165634256374 Missouri Ste Genevieve
16029 3.877530195693351 Idaho Caribou
56019 3.8771233498278743 Wyoming Johnson
29041 3.876936803138978 Missouri Chariton
21071 3.876614399968256 Kentucky Floyd
29065 3.8765908800062077 Missouri Dent
19189 3.876552410283521 Iowa Winnebago
37039 3.8764390848172066 North Carolina Cherokee
18025 3.8762417949135033 Indiana Crawford
18155 3.8761937686558916 Indiana Switzerland
42117 3.8760559877746674 Pennsylvania Tioga
21119 3.875861929521044 Kentucky Knott
42131 3.875831269537329 Pennsylvania Wyoming
13241 3.875803315443777 Georgia Rabun
42057 3.8757308487253477 Pennsylvania Fulton
19149 3.8756699310597744 Iowa Plymouth
39033 3.875627195611412 Ohio Crawford
19129 3.8754121778382298 Iowa Mills
55049 3.875337837198132 Wisconsin Iowa
41013 3.875068052586001 Oregon Crook
26113 3.8742403723146364 Michigan Missaukee
19005 3.874230251915746 Iowa Allamakee
18175 3.874113006895753 Indiana Washington
08019 3.8740983398854913 Colorado Clear Creek
48443 3.8740236432861295 Texas Terrell
18135 3.873967589875524 Indiana Randolph
17061 3.8736790642728636 Illinois Greene
53043 3.8736592463508623 Washington Lincoln
48023 3.873615229935433 Texas Baylor
21039 3.8733860611988233 Kentucky Carlisle
21025 3.873166426811034 Kentucky Breathitt
54083 3.8730565110147985 West Virginia Randolph
27097 3.8730167864760094 Minnesota Morrison
31121 3.8730165167578177 Nebraska Merrick
20077 3.872679956560513 Kansas Harper
23025 3.8726367698343176 Maine Somerset
17133 3.8725645872984735 Illinois Monroe
18021 3.872497992005509 Indiana Clay
20101 3.872483698659852 Kansas Lane
21023 3.87239324165978 Kentucky Bracken
18087 3.8720578426929233 Indiana Lagrange
16041 3.8719688121580185 Idaho Franklin
31127 3.871857712677022 Nebraska Nemaha
20003 3.871628751191254 Kansas Anderson
21045 3.8714385949566843 Kentucky Casey
42121 3.871273005498556 Pennsylvania Venango
17129 3.8712612466703797 Illinois Menard
18181 3.871230311469278 Indiana White
42015 3.8709469581346063 Pennsylvania Bradford
20167 3.870859947759053 Kansas Russell
21207 3.870734916273924 Kentucky Russell
47173 3.8707281763525136 Tennessee Union
30007 3.87059499989976 Montana Broadwater
26089 3.870525537110648 Michigan Leelanau
08093 3.870444471867495 Colorado Park
30043 3.8700751412881704 Montana Jefferson
37005 3.8698345854725056 North Carolina Alleghany
20109 3.8695105547404696 Kansas Logan
29123 3.8689018910300588 Missouri Madison
47027 3.8688649797392887 Tennessee Clay
17075 3.868789867560478 Illinois Iroquois
19019 3.8685028142718823 Iowa Buchanan
19065 3.8684458291036212 Iowa Fayette
20115 3.868437421028577 Kansas Marion
18119 3.8682099304733155 Indiana Owen
55061 3.8681710305596297 Wisconsin Kewaunee
48505 3.8677925675121965 Texas Zapata
49025 3.867526762183009 Utah Kane
04025 3.8671966570871876 Arizona Yavapai
51077 3.867124173003717 Virginia Grayson
29017 3.8671073008148977 Missouri Bollinger
20083 3.8667224277120518 Kansas Hodgeman
17189 3.866662425893362 Illinois Washington
19041 3.8661112754682847 Iowa Clay
50027 3.8660803982384664 Vermont Windsor
50019 3.865845503761156 Vermont Orleans
21043 3.865750962594852 Kentucky Carter
54053 3.865304276943414 West Virginia Mason
20131 3.865156641373635 Kansas Nemaha
17053 3.864861152853017 Illinois Ford
56011 3.8648433935150788 Wyoming Crook
50017 3.864665781620322 Vermont Orange
31051 3.863821520107394 Nebraska Dixon
21055 3.863794688943753 Kentucky Crittenden
38021 3.8636614712929154 North Dakota Dickey
39037 3.8635691971792605 Ohio Darke
55103 3.8635171299141806 Wisconsin Richland
55067 3.8634752856706944 Wisconsin Langlade
27159 3.8634393983310478 Minnesota Wadena
48093 3.863263472422381 Texas Comanche
18001 3.8630895578987716 Indiana Adams
55001 3.862957606744885 Wisconsin Adams
46033 3.8627609962113088 South Dakota Custer
17025 3.862585877362651 Illinois Clay
21053 3.862557823142544 Kentucky Clinton
29057 3.8623753862345374 Missouri Dade
21115 3.8622977541182086 Kentucky Johnson
19011 3.8622820357332 Iowa Benton
50003 3.862219516322378 Vermont Bennington
21149 3.8622073434410322 Kentucky Mclean
18075 3.861920981933771 Indiana Jay
33019 3.861895733283607 New Hampshire Sullivan
17035 3.8618432050518328 Illinois Cumberland
18111 3.8616646898845 Indiana Newton
19121 3.861215466119964 Iowa Madison
20007 3.861173624747191 Kansas Barber
26151 3.8611224620460516 Michigan Sanilac
48221 3.8610389023305425 Texas Hood
26019 3.8610264156066796 Michigan Benzie
25001 3.860763145305411 Massachusetts Barnstable
31155 3.860515224929072 Nebraska Saunders
51167 3.860422885417627 Virginia Russell
24023 3.8598057560937584 Maryland Garrett
29115 3.859612718307251 Missouri Linn
29179 3.859589173208325 Missouri Reynolds
31131 3.8593106357446443 Nebraska Otoe
48193 3.85904397559856 Texas Hamilton
23017 3.858753478359418 Maine Oxford
23027 3.8585044965963533 Maine Waldo
38065 3.8581235489690364 North Dakota Oliver
18055 3.8578305077411663 Indiana Greene
47139 3.8573698301494064 Tennessee Polk
54071 3.8573145467308962 West Virginia Pendleton
50021 3.8572922621255303 Vermont Rutland
16023 3.8569519664452314 Idaho Butte
17147 3.8568888464410755 Illinois Piatt
47151 3.856387937647717 Tennessee Scott
21181 3.8562927544425065 Kentucky Nicholas
20107 3.8562441010667756 Kansas Linn
37087 3.8561461058921624 North Carolina Haywood
31099 3.85600782629505 Nebraska Kearney
29151 3.855980369838565 Missouri Osage
19027 3.8559281034088015 Iowa Carroll
19095 3.8559246161231533 Iowa Iowa
20095 3.855538431499352 Kansas Kingman
55119 3.8554040234341413 Wisconsin Taylor
31021 3.8551484941667553 Nebraska Burt
18101 3.8550048868705766 Indiana Martin
12115 3.854390847999356 Florida Sarasota
42087 3.85371648702384 Pennsylvania Mifflin
30067 3.8533365534745503 Montana Park
27157 3.8533278386478855 Minnesota Wabasha
17055 3.8529066482926524 Illinois Franklin
55135 3.8527744925039427 Wisconsin Waupaca
26035 3.8524799308134052 Michigan Clare
16071 3.8523624905767706 Idaho Oneida
47057 3.8522137012005615 Tennessee Grainger
18015 3.8519453632810756 Indiana Carroll
29125 3.851625242846628 Missouri Maries
27055 3.851578222044115 Minnesota Houston
47133 3.8515730895846843 Tennessee Overton
19083 3.8515457958604378 Iowa Hardin
19031 3.851486934851775 Iowa Cedar
54009 3.851485660676325 West Virginia Brooke
41055 3.8513184976649883 Oregon Sherman
27129 3.851234467643453 Minnesota Renville
29079 3.8512337050825622 Missouri Grundy
47061 3.850879154814961 Tennessee Grundy
18009 3.8508203582480043 Indiana Blackford
20163 3.8507584692149677 Kansas Rooks
39019 3.85068700340135 Ohio Carroll
20027 3.850643851807379 Kansas Clay
19141 3.850522165681377 Iowa Obrien
17175 3.8503427782473945 Illinois Stark
27093 3.850095480304141 Minnesota Meeker
19069 3.84986088115335 Iowa Franklin
20025 3.8498127317460806 Kansas Clark
37199 3.8496237226425656 North Carolina Yancey
16017 3.849529860692087 Idaho Bonner
47105 3.849425538584895 Tennessee Loudon
26043 3.849405156555423 Michigan Dickinson
05065 3.8492655184684175 Arkansas Izard
46125 3.849250417623969 South Dakota Turner
21153 3.849163652278743 Kentucky Magoffin
31067 3.848919416213465 Nebraska Gage
17139 3.8487097303247095 Illinois Moultrie
55123 3.8483408662237277 Wisconsin Vernon
18171 3.8482676044134445 Indiana Warren
30081 3.8481371371797275 Montana Ravalli
18047 3.8480995354760665 Indiana Franklin
54005 3.847773755423436 West Virginia Boone
19097 3.847610092594226 Iowa Jackson
47013 3.8475274261594987 Tennessee Campbell
17023 3.8474060398632592 Illinois Clark
56017 3.847164679325209 Wyoming Hot Springs
21127 3.8465511077464436 Kentucky Lawrence
21203 3.8459723886074375 Kentucky Rockcastle
18115 3.8455875625530083 Indiana Ohio
18045 3.8454089273112464 Indiana Fountain
23007 3.845388157511211 Maine Franklin
16035 3.845231304149796 Idaho Clearwater
19135 3.845192141166113 Iowa Monroe
41001 3.844984036169756 Oregon Baker
08121 3.844785863708046 Colorado Washington
27111 3.844238546724147 Minnesota Otter Tail
39075 3.84423551270033 Ohio Holmes
46115 3.8441695962448 South Dakota Spink
29061 3.843949875756292 Missouri Daviess
54041 3.8438060696313694 West Virginia Lewis
55069 3.843766337995466 Wisconsin Lincoln
30099 3.8434919899750115 Montana Teton
27089 3.842847569610758 Minnesota Marshall
54109 3.842663879990037 West Virginia Wyoming
27041 3.842295994911831 Minnesota Douglas
05101 3.8418923486969203 Arkansas Newton
30065 3.841882691499893 Montana Musselshell
48427 3.8416906933227786 Texas Starr
18159 3.8415717827449214 Indiana Tipton
20017 3.8408684114281613 Kansas Chase
21133 3.8408643006239216 Kentucky Letcher
21109 3.840806715431525 Kentucky Jackson
17047 3.84055052056768 Illinois Edwards
23009 3.840541355530814 Maine Hancock
20073 3.8404761306467297 Kansas Greenwood
54035 3.840451530930424 West Virginia Jackson
29067 3.8403041623923517 Missouri Douglas
20029 3.8397306219694913 Kansas Cloud
54065 3.8394457826473425 West Virginia Morgan
21135 3.839213988096769 Kentucky Lewis
27151 3.8388273910275803 Minnesota Swift
21131 3.8385203967581076 Kentucky Leslie
37121 3.8371254945755346 North Carolina Mitchell
29081 3.8369210118408867 Missouri Harrison
30095 3.836905318106953 Montana Stillwater
18125 3.8365688768090935 Indiana Pike
55047 3.836212665567972 Wisconsin Green Lake
46057 3.836119183953963 South Dakota Hamlin
26007 3.835374421431749 Michigan Alpena
55075 3.83525275659737 Wisconsin Marinette
37113 3.834589697390311 North Carolina Macon
26011 3.834472277227489 Michigan Arenac
21065 3.8343284394773156 Kentucky Estill
17191 3.8341205415996606 Illinois Wayne
38049 3.833729960852891 North Dakota McHenry
19195 3.833105059298696 Iowa Worth
56027 3.8330711773798734 Wyoming Niobrara
27015 3.832907801044847 Minnesota Brown
30091 3.832696655679736 Montana Sheridan
42005 3.8326709386293154 Pennsylvania Armstrong
20207 3.8324610770890994 Kansas Woodson
29141 3.8322420650331983 Missouri Morgan
18165 3.8320047326689717 Indiana Vermillion
20147 3.831566719434635 Kansas Phillips
29075 3.8314674295739883 Missouri Gentry
29129 3.8311845827671904 Missouri Mercer
54007 3.831034309926682 West Virginia Braxton
30061 3.8306297474001028 Montana Mineral
19051 3.830125144065458 Iowa Davis
54051 3.829477146721958 West Virginia Marshall
42065 3.8292192289508287 Pennsylvania Jefferson
17045 3.829201788097159 Illinois Edgar
19081 3.8290850815319564 Iowa Hancock
16007 3.8288185809243727 Idaho Bear Lake
38027 3.82872903304422 North Dakota Eddy
31039 3.8287224467136687 Nebraska Cuming
47067 3.828629916024739 Tennessee Hancock
29205 3.8282242779474727 Missouri Shelby
31139 3.8282075937459625 Nebraska Pierce
29045 3.828164945553383 Missouri Clark
27077 3.828072886927783 Minnesota Lake of The Woods
08009 3.8277676800349294 Colorado Baca
54023 3.8276381515225326 West Virginia Grant
19007 3.827383501807728 Iowa Appanoose
19055 3.8271827615259224 Iowa Delaware
39123 3.826952876321329 Ohio Ottawa
17065 3.826869363751396 Illinois Hamilton
29087 3.826672796301508 Missouri Holt
17125 3.826474921359518 Illinois Mason
38073 3.826302618724091 North Dakota Ransom
53013 3.825974391484563 Washington Columbia
31093 3.825843008009218 Nebraska Howard
19197 3.825715306550865 Iowa Wright
51051 3.8252895904045197 Virginia Dickenson
54099 3.824901413784773 West Virginia Wayne
21139 3.8248789518526554 Kentucky Livingston
05129 3.824238907647797 Arkansas Searcy
19091 3.8238059120885777 Iowa Humboldt
19085 3.823577025349262 Iowa Harrison
37009 3.8234592128187836 North Carolina Ashe
17069 3.8232292121460474 Illinois Hardin
05141 3.8231216050417283 Arkansas Van Buren
16085 3.8228140061811935 Idaho Valley
47087 3.821599527665594 Tennessee Jackson
42009 3.821575271841512 Pennsylvania Bedford
55011 3.8215620457583808 Wisconsin Buffalo
30027 3.8213768992562893 Montana Fergus
55091 3.8211266793080383 Wisconsin Pepin
51035 3.820983312098998 Virginia Carroll
17015 3.8204995310644936 Illinois Carroll
27091 3.820226329071371 Minnesota Martin
17193 3.820071196602002 Illinois White
54063 3.8195077367945 West Virginia Monroe
19071 3.8194137994638986 Iowa Fremont
17123 3.819223540821363 Illinois Marshall
48081 3.819089317335544 Texas Coke
19089 3.819071562280357 Iowa Howard
46043 3.8189624912188322 South Dakota Douglas
19143 3.818908698545453 Iowa Osceola
31137 3.818866114218953 Nebraska Phelps
47049 3.818759041356443 Tennessee Fentress
55129 3.818722682725382 Wisconsin Washburn
31125 3.81830805500291 Nebraska Nance
05021 3.817874422849887 Arkansas Clay
33007 3.817819221590744 New Hampshire Coos
54087 3.8175960068832167 West Virginia Roane
23013 3.817317437824789 Maine Knox
19035 3.8167764318044584 Iowa Cherokee
17173 3.8166283470854827 Illinois Shelby
19133 3.816455689486793 Iowa Monona
47175 3.8160915620114664 Tennessee Van Buren
19147 3.8159166573988146 Iowa Palo Alto
54067 3.8154943069203675 West Virginia Nicholas
19073 3.8151305740390606 Iowa Greene
08115 3.8148251017457486 Colorado Sedgwick
17131 3.814686987974124 Illinois Mercer
20117 3.8143028663014595 Kansas Marshall
46105 3.8142291192414968 South Dakota Perkins
31081 3.814112038880571 Nebraska Hamilton
42123 3.8133036144577916 Pennsylvania Warren
46051 3.8129091246281304 South Dakota Grant
19029 3.8127444797688677 Iowa Cass
54043 3.8123679855291432 West Virginia Lincoln
42115 3.812249203514912 Pennsylvania Susquehanna
53031 3.8121903119054688 Washington Jefferson
17171 3.8117189961938496 Illinois Scott
51045 3.811094813308013 Virginia Craig
19177 3.8108765478014 Iowa Van Buren
19107 3.810600633243516 Iowa Keokuk
29039 3.8104225281546 Missouri Cedar
20123 3.8102577080586393 Kansas Mitchell
27045 3.810147735325184 Minnesota Fillmore
55107 3.8100612209726763 Wisconsin Rusk
55077 3.8098771511476364 Wisconsin Marquette
55085 3.80920180366361 Wisconsin Oneida
20127 3.808679606134246 Kansas Morris
17067 3.808385676443309 Illinois Hancock
29223 3.8082134608332296 Missouri Wayne
54105 3.808144771494495 West Virginia Wirt
46039 3.808097993575135 South Dakota Deuel
05135 3.8080100045376657 Arkansas Sharp
29103 3.8073852797349703 Missouri Knox
16015 3.806650478465905 Idaho Boise
38075 3.8049722930116308 North Dakota Renville
19037 3.8042822180023546 Iowa Chickasaw
31023 3.8033421377716863 Nebraska Butler
42105 3.8032782238563434 Pennsylvania Potter
19043 3.803162502267249 Iowa Clayton
19137 3.8029252657552015 Iowa Montgomery
51169 3.8028930910007985 Virginia Scott
27101 3.802867178241701 Minnesota Murray
27043 3.8027239434220115 Minnesota Faribault
18013 3.8020936522606297 Indiana Brown
39121 3.8014318028789873 Ohio Noble
19075 3.801365197167697 Iowa Grundy
19023 3.801254767406828 Iowa Butler
21157 3.800996782049735 Kentucky Marshall
19173 3.800887680696806 Iowa Taylor
53023 3.8004950152044996 Washington Garfield
42113 3.8003123142789037 Pennsylvania Sullivan
29073 3.800281582433066 Missouri Gasconade
39111 3.799813738830324 Ohio Monroe
41021 3.7985039293181098 Oregon Gilliam
30053 3.7977931744615323 Montana Lincoln
56031 3.797573962054035 Wyoming Platte
31041 3.7973521738151046 Nebraska Custer
26039 3.797166436688604 Michigan Crawford
31101 3.7965537545201884 Nebraska Keith
54075 3.796413426156602 West Virginia Pocahontas
47171 3.796242126353057 Tennessee Unicoi
26009 3.796160040131072 Michigan Antrim
42047 3.7956216196529824 Pennsylvania Elk
48019 3.795620746087003 Texas Bandera
38095 3.7950839466275816 North Dakota Towner
26129 3.794909560697837 Michigan Ogemaw
31089 3.794420356656353 Nebraska Holt
48267 3.7938435906558428 Texas Kimble
54085 3.793425396753991 West Virginia Ritchie
19093 3.7934162851401956 Iowa Ida
46077 3.7925468566676295 South Dakota Kingsbury
30009 3.7923506372621403 Montana Carbon
31095 3.7920105819366916 Nebraska Jefferson
27051 3.791883472328134 Minnesota Grant
48333 3.791830809614896 Texas Mills
48283 3.791411456567715 Texas La Salle
48385 3.7910239022617773 Texas Real
05137 3.7908813155069248 Arkansas Stone
05049 3.790323496405051 Arkansas Fulton
27121 3.788452881531445 Minnesota Pope
30097 3.787951844334236 Montana Sweet Grass
05023 3.7877409306534564 Arkansas Cleburne
50009 3.7876855766550195 Vermont Essex
38091 3.7876757711734186 North Dakota Steele
19077 3.78717278094168 Iowa Guthrie
54013 3.786480603488882 West Virginia Calhoun
48095 3.78635243173644 Texas Concho
19151 3.7860578286584508 Iowa Pocahontas
29185 3.7859198856385743 Missouri St Clair
41023 3.7858675122435113 Oregon Grant
19117 3.785818210273271 Iowa Lucas
20201 3.784247108124637 Kansas Washington
23021 3.784187504941143 Maine Piscataquis
46045 3.78337434329759 South Dakota Edmunds
26063 3.7829830449552113 Michigan Huron
17085 3.7822449315592 Illinois Jo Daviess
19165 3.7816452827575637 Iowa Shelby
54101 3.781003503187674 West Virginia Webster
19109 3.7808707123622605 Iowa Kossuth
31003 3.780649301741037 Nebraska Antelope
38031 3.7790190485744444 North Dakota Foster
31143 3.7781680137473392 Nebraska Polk
06091 3.777507163215124 California Sierra
46067 3.777408917413532 South Dakota Hutchinson
31059 3.7773167106613967 Nebraska Fillmore
12015 3.7762703258124546 Florida Charlotte
55099 3.7753775087263186 Wisconsin Price
55037 3.7747561371803178 Wisconsin Florence
54103 3.7706278731133684 West Virginia Wetzel
29171 3.7696571624188024 Missouri Putnam
16037 3.769310564387467 Idaho Custer
19131 3.768755515414366 Iowa Mitchell
29029 3.767908630097626 Missouri Camden
17071 3.7666200401611016 Illinois Henderson
41015 3.766047246270678 Oregon Curry
27075 3.7655304750679455 Minnesota Lake
31011 3.7652612456623906 Nebraska Boone
53069 3.7649920565653234 Washington Wahkiakum
19001 3.7641538305020754 Iowa Adair
19161 3.762432486610858 Iowa Sac
16003 3.7620895396189007 Idaho Adams
29005 3.761851624999388 Missouri Atchison
30075 3.761320901251484 Montana Powder River
55029 3.7606507574234835 Wisconsin Door
23015 3.760532202204437 Maine Lincoln
26051 3.7570998295209908 Michigan Gladwin
33003 3.7569593236423553 New Hampshire Carroll
27073 3.7539729502456876 Minnesota Lac Qui Parle
54093 3.7535352594962035 West Virginia Tucker
37043 3.7533227565923837 North Carolina Clay
41063 3.7522968604253975 Oregon Wallowa
48171 3.7518442534052303 Texas Gillespie
13111 3.7512153586006765 Georgia Fannin
20063 3.750749395360612 Kansas Gove
27001 3.7489490579201523 Minnesota Aitkin
16059 3.7488530594798988 Idaho Lemhi
12017 3.7471407762974986 Florida Citrus
20141 3.7464001134184164 Kansas Osborne
27081 3.7462375646722075 Minnesota Lincoln
29153 3.7457746719150236 Missouri Ozark
48327 3.7420178572704828 Texas Menard
19059 3.7418004087277885 Iowa Dickinson
19025 3.7359105014535343 Iowa Calhoun
35051 3.7348174486227332 New Mexico Sierra
05089 3.7346014087336203 Arkansas Marion
26069 3.733455618654837 Michigan Iosco
53055 3.733243076249364 Washington San Juan
19009 3.732734873160407 Iowa Audubon
30057 3.7284560864327316 Montana Madison
08091 3.728186965997486 Colorado Ouray
26135 3.7258398241711297 Michigan Oscoda
47035 3.7241702255134443 Tennessee Cumberland
48319 3.722964645579706 Texas Mason
27011 3.718518672188336 Minnesota Big Stone
48243 3.714689171296125 Texas Jeff Davis
36041 3.7119590434637795 New York Hamilton
29209 3.7096700976013297 Missouri Stone
13291 3.7048840093026056 Georgia Union
26071 3.704260110570516 Michigan Iron
31015 3.7009426338568265 Nebraska Boyd
31169 3.6955388427614566 Nebraska Thayer
20039 3.6926366196588853 Kansas Decatur
20157 3.6918532112675826 Kansas Republic
55051 3.6916608427615625 Wisconsin Iron
29015 3.685543318365067 Missouri Benton
20183 3.6837571227257078 Kansas Smith
26141 3.6826480177669616 Michigan Presque Isle
05005 3.682299705363385 Arkansas Baxter
16065 3.6592839377811717 Idaho Madison
38037 3.6573615027619555 North Dakota Grant
35003 3.6527395376400387 New Mexico Catron
08027 3.6451050666663365 Colorado Custer
30039 3.6431973491449665 Montana Granite
26131 3.6354020875031967 Michigan Ontonagon
26143 3.6301724656637893 Michigan Roscommon
26119 3.628954054845691 Michigan Montmorency
29085 3.620416117260907 Missouri Hickory
13281 3.6183263860399886 Georgia Towns
48299 3.5891938512913475 Texas Llano
38051 3.586492733153607 North Dakota McIntosh
26001 3.5064120999861013 Michigan Alcona
12119 3.4258604604799814 Florida Sumter
We can make this file beautiful and searchable if this error is corrected: It looks like row 2 should actually have 2 columns, instead of 3 in line 1.
34013 34013_false_false_0 27081.0
34013 34013_false_false_10 28506.0
34013 34013_false_false_20 30275.0
34013 34013_false_false_30 30219.0
34013 34013_false_false_40 30939.0
34013 34013_false_false_50 26894.0
34013 34013_false_false_60 33204.0
34013 34013_false_true_0 28053.0
34013 34013_false_true_10 29282.0
34013 34013_false_true_20 27287.0
34013 34013_false_true_30 25540.0
34013 34013_false_true_40 26360.0
34013 34013_false_true_50 21747.0
34013 34013_false_true_60 21545.0
34013 34013_true_false_0 25442.0
34013 34013_true_false_10 23966.0
34013 34013_true_false_20 23193.0
34013 34013_true_false_30 26210.0
34013 34013_true_false_40 29629.0
34013 34013_true_false_50 28172.0
34013 34013_true_false_60 43864.0
34013 34013_true_true_0 26833.0
34013 34013_true_true_10 25364.0
34013 34013_true_true_20 25886.0
34013 34013_true_true_30 27733.0
34013 34013_true_true_40 30937.0
34013 34013_true_true_50 27276.0
34013 34013_true_true_60 33700.0
# plot the diversity for a few different counties.
library(ggplot2)
library(plyr)
# fips_counts.csv is a snapshot of attrPipe
x <- read.csv("fips_counts.csv", header=F, sep="\t", stringsAsFactors=FALSE)
x$group = factor(sapply(strsplit(x$V2, "_", fixed=TRUE), function(z){paste(z[2:4], collapse="_")}))
essex <- subset(x, V1==34013)
essex$county <- "Essex, NJ"
queens <- subset(x, V1==36081)
queens$county <- "Queens, NY"
sumpter <- subset(x, V1==12119)
sumpter$county <- "Sumpter, FL"
custer <- subset(x, V1==08027)
custer$county <- "Custer, CO"
knox <- subset(x, V1==18083)
knox$county <- "Knox, ID"
d <- rbind(essex, queens, sumpter, custer, knox)
d2 <- ddply(d, .(county), summarize, rel.pop = V3 / sum(V3), group=group)
ggplot(d2, aes(x=group, y=rel.pop)) +
geom_point() +
geom_line(aes(group=1)) +
scale_y_continuous("Relative Population") +
scale_x_discrete('Group') +
coord_flip() +
facet_grid(.~county)
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