diff --git a/lessons/pydata/agents/Income_Urban_VS_Rural.csv b/lessons/pydata/agents/Income_Urban_VS_Rural.csv new file mode 100644 index 0000000..a833b2e --- /dev/null +++ b/lessons/pydata/agents/Income_Urban_VS_Rural.csv @@ -0,0 +1,3223 @@ +County,State,FIPS,State FIPS Code,County FIPS Code,Total Population,Median Household Income,Urban-Rural +Autauga County,Alabama,01001,01,001,59285,69841,Urban +Baldwin County,Alabama,01003,01,003,239945,75019,Urban +Barbour County,Alabama,01005,01,005,24757,44290,Rural +Bibb County,Alabama,01007,01,007,22152,51215,Rural +Blount County,Alabama,01009,01,009,59292,61096,Urban +Bullock County,Alabama,01011,01,011,10157,36723,Rural +Butler County,Alabama,01013,01,013,18807,44881,Rural +Calhoun County,Alabama,01015,01,015,116141,55826,Urban +Chambers County,Alabama,01017,01,017,34450,49295,Urban +Cherokee County,Alabama,01019,01,019,25224,50769,Rural +Chilton County,Alabama,01021,01,021,45500,61873,Urban +Choctaw County,Alabama,01023,01,023,12525,44483,Rural +Clarke County,Alabama,01025,01,025,22802,49167,Rural +Clay County,Alabama,01027,01,027,14188,51852,Rural +Cleburne County,Alabama,01029,01,029,15254,53319,Rural +Coffee County,Alabama,01031,01,031,54231,64672,Urban +Colbert County,Alabama,01033,01,033,57648,56736,Urban +Conecuh County,Alabama,01035,01,035,11411,42266,Rural +Coosa County,Alabama,01037,01,037,10323,57063,Rural +Covington County,Alabama,01039,01,039,37647,50886,Urban +Crenshaw County,Alabama,01041,01,041,13144,49040,Rural +Cullman County,Alabama,01043,01,043,89463,60916,Urban +Dale County,Alabama,01045,01,045,49516,53955,Urban +Dallas County,Alabama,01047,01,047,37536,36810,Urban +DeKalb County,Alabama,01049,01,049,71946,51149,Urban +Elmore County,Alabama,01051,01,051,88669,75553,Urban +Escambia County,Alabama,01053,01,053,36695,44447,Urban +Etowah County,Alabama,01055,01,055,103208,53070,Urban +Fayette County,Alabama,01057,01,057,16173,50733,Rural +Franklin County,Alabama,01059,01,059,31978,51493,Urban +Geneva County,Alabama,01061,01,061,26726,50951,Urban +Greene County,Alabama,01063,01,063,7589,31495,Rural +Hale County,Alabama,01065,01,065,14749,41325,Rural +Henry County,Alabama,01067,01,067,17450,60135,Rural +Houston County,Alabama,01069,01,069,107628,57531,Urban +Jackson County,Alabama,01071,01,071,52839,49454,Urban +Jefferson County,Alabama,01073,01,073,669744,64589,Urban +Lamar County,Alabama,01075,01,075,13809,47447,Rural +Lauderdale County,Alabama,01077,01,077,95037,59082,Urban +Lawrence County,Alabama,01079,01,079,33182,60040,Urban +Lee County,Alabama,01081,01,081,177663,61123,Urban +Limestone County,Alabama,01083,01,083,107577,83534,Urban +Lowndes County,Alabama,01085,01,085,10008,35160,Rural +Macon County,Alabama,01087,01,087,18951,45951,Rural +Madison County,Alabama,01089,01,089,397135,83528,Urban +Marengo County,Alabama,01091,01,091,19027,44205,Rural +Marion County,Alabama,01093,01,093,29190,50714,Urban +Marshall County,Alabama,01095,01,095,98712,60946,Urban +Mobile County,Alabama,01097,01,097,413162,58119,Urban +Monroe County,Alabama,01099,01,099,19580,40225,Rural +Montgomery County,Alabama,01101,01,101,227197,58153,Urban +Morgan County,Alabama,01103,01,103,123742,64858,Urban +Perry County,Alabama,01105,01,105,8231,34368,Rural +Pickens County,Alabama,01107,01,107,18843,47014,Rural +Pike County,Alabama,01109,01,109,32953,47961,Urban +Randolph County,Alabama,01111,01,111,22310,51551,Rural +Russell County,Alabama,01113,01,113,58858,50046,Urban +St. Clair County,Alabama,01115,01,115,92903,78993,Urban +Shelby County,Alabama,01117,01,117,226955,93543,Urban +Sumter County,Alabama,01119,01,119,12020,37981,Rural +Talladega County,Alabama,01121,01,121,81170,56249,Urban +Tallapoosa County,Alabama,01123,01,123,41070,57185,Urban +Tuscaloosa County,Alabama,01125,01,125,234036,63947,Urban +Walker County,Alabama,01127,01,127,64886,54509,Urban +Washington County,Alabama,01129,01,129,15270,60503,Rural +Wilcox County,Alabama,01131,01,131,10347,42236,Rural +Winston County,Alabama,01133,01,133,23637,48032,Rural +Aleutians East Borough,Alaska,02013,02,013,3423,72692,Rural +Aleutians West Census Area,Alaska,02016,02,016,5178,107344,Rural +Anchorage Municipality,Alaska,02020,02,020,289069,98152,Urban +Bethel Census Area,Alaska,02050,02,050,18487,70616,Rural +Bristol Bay Borough,Alaska,02060,02,060,878,100625,Rural +Chugach Census Area,Alaska,02063,02,063,6964,88565,Rural +Copper River Census Area,Alaska,02066,02,066,2626,75053,Rural +Denali Borough,Alaska,02068,02,068,2029,88935,Rural +Dillingham Census Area,Alaska,02070,02,070,4780,74250,Rural +Fairbanks North Star Borough,Alaska,02090,02,090,95555,84722,Urban +Haines Borough,Alaska,02100,02,100,2077,72607,Rural +Hoonah-Angoon Census Area,Alaska,02105,02,105,2313,62500,Rural +Juneau City and Borough,Alaska,02110,02,110,31969,100513,Urban +Kenai Peninsula Borough,Alaska,02122,02,122,59843,77722,Urban +Ketchikan Gateway Borough,Alaska,02130,02,130,13870,89155,Rural +Kodiak Island Borough,Alaska,02150,02,150,12878,83716,Rural +Kusilvak Census Area,Alaska,02158,02,158,8277,48233,Rural +Lake and Peninsula Borough,Alaska,02164,02,164,1007,64000,Rural +Matanuska-Susitna Borough,Alaska,02170,02,170,110677,90625,Urban +Nome Census Area,Alaska,02180,02,180,9925,76643,Rural +North Slope Borough,Alaska,02185,02,185,10891,86313,Rural +Northwest Arctic Borough,Alaska,02188,02,188,7611,81298,Rural +Petersburg Borough,Alaska,02195,02,195,3394,77026,Rural +Prince of Wales-Hyder Census Area,Alaska,02198,02,198,5730,59079,Rural +Sitka City and Borough,Alaska,02220,02,220,8393,101207,Rural +Skagway Municipality,Alaska,02230,02,230,1308,78594,Rural +Southeast Fairbanks Census Area,Alaska,02240,02,240,6936,74223,Rural +Wrangell City and Borough,Alaska,02275,02,275,2106,64545,Rural +Yakutat City and Borough,Alaska,02282,02,282,506,80625,Rural +Yukon-Koyukuk Census Area,Alaska,02290,02,290,5271,52642,Rural +Apache County,Arizona,04001,04,001,65680,40338,Urban +Cochise County,Arizona,04003,04,003,125458,58970,Urban +Coconino County,Arizona,04005,04,005,144643,69748,Urban +Gila County,Arizona,04007,04,007,53610,59089,Urban +Graham County,Arizona,04009,04,009,38860,67326,Urban +Greenlee County,Arizona,04011,04,011,9452,75239,Rural +La Paz County,Arizona,04012,04,012,16605,49506,Rural +Maricopa County,Arizona,04013,04,013,4491987,85518,Urban +Mohave County,Arizona,04015,04,015,217420,55799,Urban +Navajo County,Arizona,04017,04,017,107744,52752,Urban +Pima County,Arizona,04019,04,019,1049947,67929,Urban +Pinal County,Arizona,04021,04,021,449219,77588,Urban +Santa Cruz County,Arizona,04023,04,023,48209,53614,Urban +Yavapai County,Arizona,04025,04,025,241656,66106,Urban +Yuma County,Arizona,04027,04,027,207685,60417,Urban +Arkansas County,Arkansas,05001,05,001,16773,60831,Rural +Ashley County,Arkansas,05003,05,003,18722,44481,Rural +Baxter County,Arkansas,05005,05,005,42150,48427,Urban +Benton County,Arkansas,05007,05,007,294541,89879,Urban +Boone County,Arkansas,05009,05,009,37896,54195,Urban +Bradley County,Arkansas,05011,05,011,10354,39565,Rural +Calhoun County,Arkansas,05013,05,013,4717,63654,Rural +Carroll County,Arkansas,05015,05,015,28526,55187,Urban +Chicot County,Arkansas,05017,05,017,9997,39683,Rural +Clark County,Arkansas,05019,05,019,21378,50985,Rural +Clay County,Arkansas,05021,05,021,14399,48500,Rural +Cleburne County,Arkansas,05023,05,023,25048,55979,Rural +Cleveland County,Arkansas,05025,05,025,7491,50509,Rural +Columbia County,Arkansas,05027,05,027,22527,47363,Rural +Conway County,Arkansas,05029,05,029,20872,51212,Rural +Craighead County,Arkansas,05031,05,031,112097,57615,Urban +Crawford County,Arkansas,05033,05,033,60792,60362,Urban +Crittenden County,Arkansas,05035,05,035,47609,54271,Urban +Cross County,Arkansas,05037,05,037,16681,47012,Rural +Dallas County,Arkansas,05039,05,039,6351,44694,Rural +Desha County,Arkansas,05041,05,041,11041,36064,Rural +Drew County,Arkansas,05043,05,043,17143,41071,Rural +Faulkner County,Arkansas,05045,05,045,126001,65071,Urban +Franklin County,Arkansas,05047,05,047,17220,51919,Rural +Fulton County,Arkansas,05049,05,049,12239,38941,Rural +Garland County,Arkansas,05051,05,051,100062,55409,Urban +Grant County,Arkansas,05053,05,053,18111,72512,Rural +Greene County,Arkansas,05055,05,055,46182,56793,Urban +Hempstead County,Arkansas,05057,05,057,19778,47654,Rural +Hot Spring County,Arkansas,05059,05,059,33142,52644,Urban +Howard County,Arkansas,05061,05,061,12701,44492,Rural +Independence County,Arkansas,05063,05,063,38120,56009,Urban +Izard County,Arkansas,05065,05,065,13866,47728,Rural +Jackson County,Arkansas,05067,05,067,16775,41215,Rural +Jefferson County,Arkansas,05069,05,069,65780,48552,Urban +Johnson County,Arkansas,05071,05,071,25932,44808,Rural +Lafayette County,Arkansas,05073,05,073,6211,37237,Rural +Lawrence County,Arkansas,05075,05,075,16265,44164,Rural +Lee County,Arkansas,05077,05,077,8511,36860,Rural +Lincoln County,Arkansas,05079,05,079,12966,51667,Rural +Little River County,Arkansas,05081,05,081,11959,52241,Rural +Logan County,Arkansas,05083,05,083,21240,54237,Rural +Lonoke County,Arkansas,05085,05,085,74747,71449,Urban +Madison County,Arkansas,05087,05,087,17032,53888,Rural +Marion County,Arkansas,05089,05,089,17076,46953,Rural +Miller County,Arkansas,05091,05,091,42588,49983,Urban +Mississippi County,Arkansas,05093,05,093,39749,53428,Urban +Monroe County,Arkansas,05095,05,095,6681,43955,Rural +Montgomery County,Arkansas,05097,05,097,8571,49015,Rural +Nevada County,Arkansas,05099,05,099,8228,41761,Rural +Newton County,Arkansas,05101,05,101,7175,47395,Rural +Ouachita County,Arkansas,05103,05,103,22317,49838,Rural +Perry County,Arkansas,05105,05,105,10073,60078,Rural +Phillips County,Arkansas,05107,05,107,15910,38874,Rural +Pike County,Arkansas,05109,05,109,10182,51000,Rural +Poinsett County,Arkansas,05111,05,111,22740,47188,Rural +Polk County,Arkansas,05113,05,113,19348,49252,Rural +Pope County,Arkansas,05115,05,115,63830,54606,Urban +Prairie County,Arkansas,05117,05,117,8162,51094,Rural +Pulaski County,Arkansas,05119,05,119,398949,60385,Urban +Randolph County,Arkansas,05121,05,121,18733,52838,Rural +St. Francis County,Arkansas,05123,05,123,22740,41784,Rural +Saline County,Arkansas,05125,05,125,125724,76534,Urban +Scott County,Arkansas,05127,05,127,9839,45955,Rural +Searcy County,Arkansas,05129,05,129,7861,41978,Rural +Sebastian County,Arkansas,05131,05,131,128448,56450,Urban +Sevier County,Arkansas,05133,05,133,15797,51641,Rural +Sharp County,Arkansas,05135,05,135,17597,42950,Rural +Stone County,Arkansas,05137,05,137,12474,38531,Rural +Union County,Arkansas,05139,05,139,38368,50221,Urban +Van Buren County,Arkansas,05141,05,141,15936,47266,Rural +Washington County,Arkansas,05143,05,143,251863,66426,Urban +White County,Arkansas,05145,05,145,77395,53435,Urban +Woodruff County,Arkansas,05147,05,147,6157,49982,Rural +Yell County,Arkansas,05149,05,149,20195,58870,Rural +Alameda County,California,06001,06,001,1651949,126240,Urban +Alpine County,California,06003,06,003,1695,110781,Rural +Amador County,California,06005,06,005,41029,81526,Urban +Butte County,California,06007,06,007,209470,68574,Urban +Calaveras County,California,06009,06,009,45995,79877,Urban +Colusa County,California,06011,06,011,21895,75149,Rural +Contra Costa County,California,06013,06,013,1161458,125727,Urban +Del Norte County,California,06015,06,015,27293,66780,Urban +El Dorado County,California,06017,06,017,192299,106190,Urban +Fresno County,California,06019,06,019,1012152,71434,Urban +Glenn County,California,06021,06,021,28623,70487,Urban +Humboldt County,California,06023,06,023,135418,61135,Urban +Imperial County,California,06025,06,025,179319,56393,Urban +Inyo County,California,06027,06,027,18803,72432,Rural +Kern County,California,06029,06,029,910433,67660,Urban +Kings County,California,06031,06,031,152830,68750,Urban +Lake County,California,06033,06,033,68139,58738,Urban +Lassen County,California,06035,06,035,31177,64395,Urban +Los Angeles County,California,06037,06,037,9848406,87760,Urban +Madera County,California,06039,06,039,158790,75496,Urban +Marin County,California,06041,06,041,258765,142785,Urban +Mariposa County,California,06043,06,043,17060,65378,Rural +Mendocino County,California,06045,06,045,90709,64688,Urban +Merced County,California,06047,06,047,285597,65044,Urban +Modoc County,California,06049,06,049,8646,56648,Rural +Mono County,California,06051,06,051,13169,86953,Rural +Monterey County,California,06053,06,053,435834,94486,Urban +Napa County,California,06055,06,055,136070,108970,Urban +Nevada County,California,06057,06,057,102452,84905,Urban +Orange County,California,06059,06,059,3164063,113702,Urban +Placer County,California,06061,06,061,412435,114678,Urban +Plumas County,California,06063,06,063,19607,64946,Rural +Riverside County,California,06065,06,065,2449909,89672,Urban +Sacramento County,California,06067,06,067,1584047,88724,Urban +San Benito County,California,06069,06,069,66056,108289,Urban +San Bernardino County,California,06071,06,071,2187816,82184,Urban +San Diego County,California,06073,06,073,3282782,102285,Urban +San Francisco County,California,06075,06,075,836321,141446,Urban +San Joaquin County,California,06077,06,077,787416,88531,Urban +San Luis Obispo County,California,06079,06,079,281486,93398,Urban +San Mateo County,California,06081,06,081,745100,156000,Urban +Santa Barbara County,California,06083,06,083,443975,95977,Urban +Santa Clara County,California,06085,06,085,1903297,159674,Urban +Santa Cruz County,California,06087,06,087,266021,109266,Urban +Shasta County,California,06089,06,089,181554,71931,Urban +Sierra County,California,06091,06,091,2731,60000,Rural +Siskiyou County,California,06093,06,093,43834,55499,Urban +Solano County,California,06095,06,095,450824,99994,Urban +Sonoma County,California,06097,06,097,485642,102840,Urban +Stanislaus County,California,06099,06,099,552250,79661,Urban +Sutter County,California,06101,06,101,98971,75450,Urban +Tehama County,California,06103,06,103,65520,61834,Urban +Trinity County,California,06105,06,105,15886,53498,Rural +Tulare County,California,06107,06,107,475774,69489,Urban +Tuolumne County,California,06109,06,109,54873,72259,Urban +Ventura County,California,06111,06,111,838259,107327,Urban +Yolo County,California,06113,06,113,217782,88818,Urban +Yuba County,California,06115,06,115,83079,73313,Urban +Adams County,Colorado,08001,08,001,524408,91387,Urban +Alamosa County,Colorado,08003,08,003,16515,51445,Rural +Arapahoe County,Colorado,08005,08,005,655709,97215,Urban +Archuleta County,Colorado,08007,08,007,13730,76524,Rural +Baca County,Colorado,08009,08,009,3460,40380,Rural +Bent County,Colorado,08011,08,011,5524,49194,Rural +Boulder County,Colorado,08013,08,013,328317,102772,Urban +Broomfield County,Colorado,08014,08,014,75110,121025,Urban +Chaffee County,Colorado,08015,08,015,19876,70909,Rural +Cheyenne County,Colorado,08017,08,017,1732,67768,Rural +Clear Creek County,Colorado,08019,08,019,9358,96667,Rural +Conejos County,Colorado,08021,08,021,7536,47209,Rural +Costilla County,Colorado,08023,08,023,3571,36519,Rural +Crowley County,Colorado,08025,08,025,5734,47563,Rural +Custer County,Colorado,08027,08,027,5073,72700,Rural +Delta County,Colorado,08029,08,029,31353,58330,Urban +Denver County,Colorado,08031,08,031,713734,91681,Urban +Dolores County,Colorado,08033,08,033,2385,70490,Rural +Douglas County,Colorado,08035,08,035,368283,145737,Urban +Eagle County,Colorado,08037,08,037,55374,103174,Urban +Elbert County,Colorado,08039,08,039,27152,129477,Urban +El Paso County,Colorado,08041,08,041,736008,87470,Urban +Fremont County,Colorado,08043,08,043,49394,61027,Urban +Garfield County,Colorado,08045,08,045,62034,86172,Urban +Gilpin County,Colorado,08047,08,047,5877,88654,Rural +Grand County,Colorado,08049,08,049,15794,84558,Rural +Gunnison County,Colorado,08051,08,051,17158,77358,Rural +Hinsdale County,Colorado,08053,08,053,939,64327,Rural +Huerfano County,Colorado,08055,08,055,6946,52139,Rural +Jackson County,Colorado,08057,08,057,1422,41809,Rural +Jefferson County,Colorado,08059,08,059,579715,107800,Urban +Kiowa County,Colorado,08061,08,061,1356,56389,Rural +Kit Carson County,Colorado,08063,08,063,7015,59810,Rural +Lake County,Colorado,08065,08,065,7411,93655,Rural +La Plata County,Colorado,08067,08,067,56088,85296,Urban +Larimer County,Colorado,08069,08,069,363561,91364,Urban +Las Animas County,Colorado,08071,08,071,14392,50408,Rural +Lincoln County,Colorado,08073,08,073,5561,54257,Rural +Logan County,Colorado,08075,08,075,21067,55074,Rural +Mesa County,Colorado,08077,08,077,157316,71485,Urban +Mineral County,Colorado,08079,08,079,799,52455,Rural +Moffat County,Colorado,08081,08,081,13258,70975,Rural +Montezuma County,Colorado,08083,08,083,26204,63005,Urban +Montrose County,Colorado,08085,08,085,43272,66072,Urban +Morgan County,Colorado,08087,08,087,29186,75407,Urban +Otero County,Colorado,08089,08,089,18460,54897,Rural +Ouray County,Colorado,08091,08,091,5024,84556,Rural +Park County,Colorado,08093,08,093,17739,95450,Rural +Phillips County,Colorado,08095,08,095,4491,60372,Rural +Pitkin County,Colorado,08097,08,097,17119,100318,Rural +Prowers County,Colorado,08099,08,099,11931,57601,Rural +Pueblo County,Colorado,08101,08,101,168726,62250,Urban +Rio Blanco County,Colorado,08103,08,103,6518,72620,Rural +Rio Grande County,Colorado,08105,08,105,11394,62166,Rural +Routt County,Colorado,08107,08,107,24990,104803,Rural +Saguache County,Colorado,08109,08,109,6511,54283,Rural +San Juan County,Colorado,08111,08,111,690,73889,Rural +San Miguel County,Colorado,08113,08,113,8026,80117,Rural +Sedgwick County,Colorado,08115,08,115,2346,52833,Rural +Summit County,Colorado,08117,08,117,30857,106255,Urban +Teller County,Colorado,08119,08,119,24774,80666,Rural +Washington County,Colorado,08121,08,121,4839,65164,Rural +Weld County,Colorado,08123,08,123,340711,93287,Urban +Yuma County,Colorado,08125,08,125,9921,60051,Rural +Capitol Planning Region,Connecticut,09110,09,110,969029,91541,Urban +Greater Bridgeport Planning Region,Connecticut,09120,09,120,326296,87135,Urban +Lower Connecticut River Valley Planning Region,Connecticut,09130,09,130,174983,101117,Urban +Naugatuck Valley Planning Region,Connecticut,09140,09,140,452303,86365,Urban +Northeastern Connecticut Planning Region,Connecticut,09150,09,150,95829,87564,Urban +Northwest Hills Planning Region,Connecticut,09160,09,160,112848,91035,Urban +South Central Connecticut Planning Region,Connecticut,09170,09,170,566803,86266,Urban +Southeastern Connecticut Planning Region,Connecticut,09180,09,180,279025,84185,Urban +Western Connecticut Planning Region,Connecticut,09190,09,190,621232,124553,Urban +Kent County,Delaware,10001,10,001,185043,72872,Urban +New Castle County,Delaware,10003,10,003,573030,89901,Urban +Sussex County,Delaware,10005,10,005,247799,78162,Urban +District of Columbia,District of Columbia,11001,11,001,672079,106287,Urban +Alachua County,Florida,12001,12,001,281751,59659,Urban +Baker County,Florida,12003,12,003,28186,70833,Urban +Bay County,Florida,12005,12,005,181368,70188,Urban +Bradford County,Florida,12007,12,007,27888,59740,Urban +Brevard County,Florida,12009,12,009,620533,75817,Urban +Broward County,Florida,12011,12,011,1946127,74534,Urban +Calhoun County,Florida,12013,12,013,13593,46901,Rural +Charlotte County,Florida,12015,12,015,195083,66154,Urban +Citrus County,Florida,12017,12,017,158693,55355,Urban +Clay County,Florida,12019,12,019,223436,86094,Urban +Collier County,Florida,12021,12,021,387681,86173,Urban +Columbia County,Florida,12023,12,023,70755,55070,Urban +DeSoto County,Florida,12027,12,027,34719,50868,Urban +Dixie County,Florida,12029,12,029,16952,47655,Rural +Duval County,Florida,12031,12,031,1007189,68447,Urban +Escambia County,Florida,12033,12,033,323275,65715,Urban +Flagler County,Florida,12035,12,035,121710,72923,Urban +Franklin County,Florida,12037,12,037,12418,62734,Rural +Gadsden County,Florida,12039,12,039,43642,46047,Urban +Gilchrist County,Florida,12041,12,041,18494,61070,Rural +Glades County,Florida,12043,12,043,12324,38905,Rural +Gulf County,Florida,12045,12,045,14772,67361,Rural +Hamilton County,Florida,12047,12,047,13445,47696,Rural +Hardee County,Florida,12049,12,049,25508,54231,Rural +Hendry County,Florida,12051,12,051,40798,53044,Urban +Hernando County,Florida,12053,12,053,201512,63193,Urban +Highlands County,Florida,12055,12,055,103808,55581,Urban +Hillsborough County,Florida,12057,12,057,1489634,75011,Urban +Holmes County,Florida,12059,12,059,19626,48236,Rural +Indian River County,Florida,12061,12,061,163856,71049,Urban +Jackson County,Florida,12063,12,063,47652,47327,Urban +Jefferson County,Florida,12065,12,065,14713,56984,Rural +Lafayette County,Florida,12067,12,067,8035,60692,Rural +Lake County,Florida,12069,12,069,398696,69956,Urban +Lee County,Florida,12071,12,071,792692,73099,Urban +Leon County,Florida,12073,12,073,295335,65074,Urban +Levy County,Florida,12075,12,075,44276,53805,Urban +Liberty County,Florida,12077,12,077,7650,53824,Rural +Madison County,Florida,12079,12,079,18113,48176,Rural +Manatee County,Florida,12081,12,081,416020,75792,Urban +Marion County,Florida,12083,12,083,387697,58535,Urban +Martin County,Florida,12085,12,085,160464,80701,Urban +Miami-Dade County,Florida,12086,12,086,2685296,68694,Urban +Monroe County,Florida,12087,12,087,81840,82430,Urban +Nassau County,Florida,12089,12,089,94653,88900,Urban +Okaloosa County,Florida,12091,12,091,214281,79097,Urban +Okeechobee County,Florida,12093,12,093,40249,52288,Urban +Orange County,Florida,12095,12,095,1440471,77011,Urban +Osceola County,Florida,12097,12,097,406943,68711,Urban +Palm Beach County,Florida,12099,12,099,1507453,81115,Urban +Pasco County,Florida,12101,12,101,588758,67384,Urban +Pinellas County,Florida,12103,12,103,960565,70293,Urban +Polk County,Florida,12105,12,105,760961,63644,Urban +Putnam County,Florida,12107,12,107,74235,47256,Urban +St. Johns County,Florida,12109,12,109,292243,106169,Urban +St. Lucie County,Florida,12111,12,111,346237,69027,Urban +Santa Rosa County,Florida,12113,12,113,193719,88968,Urban +Sarasota County,Florida,12115,12,115,449011,80633,Urban +Seminole County,Florida,12117,12,117,474912,83030,Urban +Sumter County,Florida,12119,12,119,137536,73297,Urban +Suwannee County,Florida,12121,12,121,44484,55479,Urban +Taylor County,Florida,12123,12,123,21422,44985,Rural +Union County,Florida,12125,12,125,15551,64922,Rural +Volusia County,Florida,12127,12,127,568229,66581,Urban +Wakulla County,Florida,12129,12,129,34608,74183,Urban +Walton County,Florida,12131,12,131,79846,79281,Urban +Washington County,Florida,12133,12,133,25259,52723,Rural +Appling County,Georgia,13001,13,001,18426,43728,Rural +Atkinson County,Georgia,13003,13,003,8261,38438,Rural +Bacon County,Georgia,13005,13,005,11129,50310,Rural +Baker County,Georgia,13007,13,007,2830,44405,Rural +Baldwin County,Georgia,13009,13,009,43669,55413,Urban +Banks County,Georgia,13011,13,011,18757,68830,Rural +Barrow County,Georgia,13013,13,013,86982,77477,Urban +Bartow County,Georgia,13015,13,015,111153,79431,Urban +Ben Hill County,Georgia,13017,13,017,17138,39081,Rural +Berrien County,Georgia,13019,13,019,18257,50414,Rural +Bibb County,Georgia,13021,13,021,156543,50747,Urban +Bleckley County,Georgia,13023,13,023,12414,53005,Rural +Brantley County,Georgia,13025,13,025,18171,47801,Rural +Brooks County,Georgia,13027,13,027,16285,47656,Rural +Bryan County,Georgia,13029,13,029,46681,94234,Urban +Bulloch County,Georgia,13031,13,031,81372,56832,Urban +Burke County,Georgia,13033,13,033,24427,50739,Rural +Butts County,Georgia,13035,13,035,26074,59221,Urban +Calhoun County,Georgia,13037,13,037,5528,55714,Rural +Camden County,Georgia,13039,13,039,56036,72399,Urban +Candler County,Georgia,13043,13,043,10972,50431,Rural +Carroll County,Georgia,13045,13,045,122187,72327,Urban +Catoosa County,Georgia,13047,13,047,68356,72425,Urban +Charlton County,Georgia,13049,13,049,12711,48534,Rural +Chatham County,Georgia,13051,13,051,298143,69575,Urban +Chattahoochee County,Georgia,13053,13,053,9181,59221,Rural +Chattooga County,Georgia,13055,13,055,24975,47785,Rural +Cherokee County,Georgia,13057,13,057,274539,105442,Urban +Clarke County,Georgia,13059,13,059,129267,52267,Urban +Clay County,Georgia,13061,13,061,2853,48715,Rural +Clayton County,Georgia,13063,13,063,298771,58507,Urban +Clinch County,Georgia,13065,13,065,6722,55549,Rural +Cobb County,Georgia,13067,13,067,769152,98712,Urban +Coffee County,Georgia,13069,13,069,43161,50175,Urban +Colquitt County,Georgia,13071,13,071,45907,49691,Urban +Columbia County,Georgia,13073,13,073,159638,96122,Urban +Cook County,Georgia,13075,13,075,17363,50133,Rural +Coweta County,Georgia,13077,13,077,150071,94142,Urban +Crawford County,Georgia,13079,13,079,12183,60905,Rural +Crisp County,Georgia,13081,13,081,19995,42745,Rural +Dade County,Georgia,13083,13,083,16196,58936,Rural +Dawson County,Georgia,13085,13,085,28704,88986,Urban +Decatur County,Georgia,13087,13,087,29118,50485,Urban +DeKalb County,Georgia,13089,13,089,762105,77683,Urban +Dodge County,Georgia,13091,13,091,19909,50152,Rural +Dooly County,Georgia,13093,13,093,11026,56545,Rural +Dougherty County,Georgia,13095,13,095,83915,46784,Urban +Douglas County,Georgia,13097,13,097,146141,80764,Urban +Early County,Georgia,13099,13,099,10683,53750,Rural +Echols County,Georgia,13101,13,101,3705,61723,Rural +Effingham County,Georgia,13103,13,103,67265,85465,Urban +Elbert County,Georgia,13105,13,105,19725,49727,Rural +Emanuel County,Georgia,13107,13,107,22961,50053,Rural +Evans County,Georgia,13109,13,109,10740,53908,Rural +Fannin County,Georgia,13111,13,111,25605,58073,Rural +Fayette County,Georgia,13113,13,113,120689,108986,Urban +Floyd County,Georgia,13115,13,115,98985,62540,Urban +Forsyth County,Georgia,13117,13,117,260062,138000,Urban +Franklin County,Georgia,13119,13,119,23840,52264,Rural +Fulton County,Georgia,13121,13,121,1068507,91490,Urban +Gilmer County,Georgia,13123,13,123,31976,72542,Urban +Glascock County,Georgia,13125,13,125,2913,55250,Rural +Glynn County,Georgia,13127,13,127,84987,68546,Urban +Gordon County,Georgia,13129,13,129,58336,61997,Urban +Grady County,Georgia,13131,13,131,26056,54312,Urban +Greene County,Georgia,13133,13,133,19586,84530,Rural +Gwinnett County,Georgia,13135,13,135,966972,84823,Urban +Habersham County,Georgia,13137,13,137,46948,65622,Urban +Hall County,Georgia,13139,13,139,208395,77430,Urban +Hancock County,Georgia,13141,13,141,8630,33182,Rural +Haralson County,Georgia,13143,13,143,30720,65016,Urban +Harris County,Georgia,13145,13,145,35509,89184,Urban +Hart County,Georgia,13147,13,147,26484,57241,Urban +Heard County,Georgia,13149,13,149,11616,62907,Rural +Henry County,Georgia,13151,13,151,245417,81612,Urban +Houston County,Georgia,13153,13,153,166902,80743,Urban +Irwin County,Georgia,13155,13,155,9385,53915,Rural +Jackson County,Georgia,13157,13,157,80640,85012,Urban +Jasper County,Georgia,13159,13,159,15345,59574,Rural +Jeff Davis County,Georgia,13161,13,161,14838,40879,Rural +Jefferson County,Georgia,13163,13,163,15468,46561,Rural +Jenkins County,Georgia,13165,13,165,8674,36906,Rural +Johnson County,Georgia,13167,13,167,9192,54183,Rural +Jones County,Georgia,13169,13,169,28526,68259,Urban +Lamar County,Georgia,13171,13,171,19098,68457,Rural +Lanier County,Georgia,13173,13,173,10094,44361,Rural +Laurens County,Georgia,13175,13,175,49619,49705,Urban +Lee County,Georgia,13177,13,177,33337,88024,Urban +Liberty County,Georgia,13179,13,179,66826,59013,Urban +Lincoln County,Georgia,13181,13,181,7773,50688,Rural +Long County,Georgia,13183,13,183,17512,64747,Rural +Lowndes County,Georgia,13185,13,185,119055,55887,Urban +Lumpkin County,Georgia,13187,13,187,33931,72388,Urban +McDuffie County,Georgia,13189,13,189,21687,54058,Rural +McIntosh County,Georgia,13191,13,191,11187,50348,Rural +Macon County,Georgia,13193,13,193,11953,37177,Rural +Madison County,Georgia,13195,13,195,30914,58784,Urban +Marion County,Georgia,13197,13,197,7474,50484,Rural +Meriwether County,Georgia,13199,13,199,20757,56458,Rural +Miller County,Georgia,13201,13,201,5873,58407,Rural +Mitchell County,Georgia,13205,13,205,21441,51908,Rural +Monroe County,Georgia,13207,13,207,28919,82863,Urban +Montgomery County,Georgia,13209,13,209,8675,51188,Rural +Morgan County,Georgia,13211,13,211,20614,85692,Rural +Murray County,Georgia,13213,13,213,40282,67880,Urban +Muscogee County,Georgia,13215,13,215,204383,56622,Urban +Newton County,Georgia,13217,13,217,115530,73732,Urban +Oconee County,Georgia,13219,13,219,42788,115925,Urban +Oglethorpe County,Georgia,13221,13,221,15221,69784,Rural +Paulding County,Georgia,13223,13,223,174292,94557,Urban +Peach County,Georgia,13225,13,225,28269,68365,Urban +Pickens County,Georgia,13227,13,227,34197,75293,Urban +Pierce County,Georgia,13229,13,229,19996,56691,Rural +Pike County,Georgia,13231,13,231,19540,84184,Rural +Polk County,Georgia,13233,13,233,43365,55308,Urban +Pulaski County,Georgia,13235,13,235,9893,47688,Rural +Putnam County,Georgia,13237,13,237,22524,64163,Rural +Quitman County,Georgia,13239,13,239,2092,36838,Rural +Rabun County,Georgia,13241,13,241,17107,61466,Rural +Randolph County,Georgia,13243,13,243,6270,25425,Rural +Richmond County,Georgia,13245,13,245,206040,53197,Urban +Rockdale County,Georgia,13247,13,247,94293,72349,Urban +Schley County,Georgia,13249,13,249,4539,59647,Rural +Screven County,Georgia,13251,13,251,14057,53017,Rural +Seminole County,Georgia,13253,13,253,9117,49559,Rural +Spalding County,Georgia,13255,13,255,68215,60217,Urban +Stephens County,Georgia,13257,13,257,26842,52264,Urban +Stewart County,Georgia,13259,13,259,4978,35000,Rural +Sumter County,Georgia,13261,13,261,29174,41877,Urban +Talbot County,Georgia,13263,13,263,5753,45098,Rural +Taliaferro County,Georgia,13265,13,265,1740,48036,Rural +Tattnall County,Georgia,13267,13,267,24215,52351,Rural +Taylor County,Georgia,13269,13,269,7786,41743,Rural +Telfair County,Georgia,13271,13,271,12174,44948,Rural +Terrell County,Georgia,13273,13,273,8941,43812,Rural +Thomas County,Georgia,13275,13,275,45696,60140,Urban +Tift County,Georgia,13277,13,277,41322,53165,Urban +Toombs County,Georgia,13279,13,279,26943,54130,Urban +Towns County,Georgia,13281,13,281,12739,58400,Rural +Treutlen County,Georgia,13283,13,283,6387,43750,Rural +Troup County,Georgia,13285,13,285,69821,54905,Urban +Turner County,Georgia,13287,13,287,8915,39565,Rural +Twiggs County,Georgia,13289,13,289,7869,55439,Rural +Union County,Georgia,13291,13,291,25598,65697,Rural +Upson County,Georgia,13293,13,293,27856,50904,Urban +Walker County,Georgia,13295,13,295,68449,55887,Urban +Walton County,Georgia,13297,13,297,100361,82381,Urban +Ware County,Georgia,13299,13,299,35958,44833,Urban +Warren County,Georgia,13301,13,301,5175,46776,Rural +Washington County,Georgia,13303,13,303,19893,44009,Rural +Wayne County,Georgia,13305,13,305,30519,49562,Urban +Webster County,Georgia,13307,13,307,2348,40764,Rural +Wheeler County,Georgia,13309,13,309,7434,45262,Rural +White County,Georgia,13311,13,311,28454,69747,Urban +Whitfield County,Georgia,13313,13,313,103118,64262,Urban +Wilcox County,Georgia,13315,13,315,8784,48036,Rural +Wilkes County,Georgia,13317,13,317,9553,52542,Rural +Wilkinson County,Georgia,13319,13,319,8795,46673,Rural +Worth County,Georgia,13321,13,321,20575,57201,Rural +Hawaii County,Hawaii,15001,15,001,203684,77215,Urban +Honolulu County,Hawaii,15003,15,003,1003666,104264,Urban +Kalawao County,Hawaii,15005,15,005,43,86250,Rural +Kauai County,Hawaii,15007,15,007,73610,93612,Urban +Maui County,Hawaii,15009,15,009,164632,95076,Urban +Ada County,Idaho,16001,16,001,508052,88907,Urban +Adams County,Idaho,16003,16,003,4599,59286,Rural +Bannock County,Idaho,16005,16,005,88457,64080,Urban +Bear Lake County,Idaho,16007,16,007,6552,67304,Rural +Benewah County,Idaho,16009,16,009,9913,56553,Rural +Bingham County,Idaho,16011,16,011,48993,76842,Urban +Blaine County,Idaho,16013,16,013,24579,84470,Rural +Boise County,Idaho,16015,16,015,8045,77349,Rural +Bonner County,Idaho,16017,16,017,49456,65168,Urban +Bonneville County,Idaho,16019,16,019,127056,76646,Urban +Boundary County,Idaho,16021,16,021,12695,62438,Rural +Butte County,Idaho,16023,16,023,2654,43281,Rural +Camas County,Idaho,16025,16,025,1155,55536,Rural +Canyon County,Idaho,16027,16,027,242405,72355,Urban +Caribou County,Idaho,16029,16,029,7118,66653,Rural +Cassia County,Idaho,16031,16,031,25165,67042,Rural +Clark County,Idaho,16033,16,033,776,52083,Rural +Clearwater County,Idaho,16035,16,035,8921,57961,Rural +Custer County,Idaho,16037,16,037,4411,56957,Rural +Elmore County,Idaho,16039,16,039,29046,58976,Urban +Franklin County,Idaho,16041,16,041,14715,65991,Rural +Fremont County,Idaho,16043,16,043,13701,72767,Rural +Gem County,Idaho,16045,16,045,19854,66245,Rural +Gooding County,Idaho,16047,16,047,15740,62395,Rural +Idaho County,Idaho,16049,16,049,17120,60975,Rural +Jefferson County,Idaho,16051,16,051,32234,82952,Urban +Jerome County,Idaho,16053,16,053,24788,69338,Rural +Kootenai County,Idaho,16055,16,055,177736,77034,Urban +Latah County,Idaho,16057,16,057,40315,65179,Urban +Lemhi County,Idaho,16059,16,059,8166,52057,Rural +Lewis County,Idaho,16061,16,061,3649,49643,Rural +Lincoln County,Idaho,16063,16,063,5276,66038,Rural +Madison County,Idaho,16065,16,065,53578,58259,Urban +Minidoka County,Idaho,16067,16,067,21922,70060,Rural +Nez Perce County,Idaho,16069,16,069,42477,71466,Urban +Oneida County,Idaho,16071,16,071,4681,72563,Rural +Owyhee County,Idaho,16073,16,073,12284,59773,Rural +Payette County,Idaho,16075,16,075,26190,65723,Urban +Power County,Idaho,16077,16,077,8018,59760,Rural +Shoshone County,Idaho,16079,16,079,13580,49975,Rural +Teton County,Idaho,16081,16,081,12101,90740,Rural +Twin Falls County,Idaho,16083,16,083,92121,65338,Urban +Valley County,Idaho,16085,16,085,12136,76125,Rural +Washington County,Idaho,16087,16,087,10866,53608,Rural +Adams County,Illinois,17001,17,001,65166,64962,Urban +Alexander County,Illinois,17003,17,003,5042,43523,Rural +Bond County,Illinois,17005,17,005,16627,61603,Rural +Boone County,Illinois,17007,17,007,53316,81638,Urban +Brown County,Illinois,17009,17,009,6320,72288,Rural +Bureau County,Illinois,17011,17,011,33027,65894,Urban +Calhoun County,Illinois,17013,17,013,4406,92095,Rural +Carroll County,Illinois,17015,17,015,15621,60871,Rural +Cass County,Illinois,17017,17,017,12826,64907,Rural +Champaign County,Illinois,17019,17,019,206098,63091,Urban +Christian County,Illinois,17021,17,021,33684,59253,Urban +Clark County,Illinois,17023,17,023,15328,70625,Rural +Clay County,Illinois,17025,17,025,13173,57266,Rural +Clinton County,Illinois,17027,17,027,36899,82314,Urban +Coles County,Illinois,17029,17,029,46689,56040,Urban +Cook County,Illinois,17031,17,031,5185812,81797,Urban +Crawford County,Illinois,17033,17,033,18588,67614,Rural +Cumberland County,Illinois,17035,17,035,10378,69826,Rural +DeKalb County,Illinois,17037,17,037,100512,69022,Urban +De Witt County,Illinois,17039,17,039,15461,64802,Rural +Douglas County,Illinois,17041,17,041,19686,74186,Rural +DuPage County,Illinois,17043,17,043,927263,110502,Urban +Edgar County,Illinois,17045,17,045,16637,56909,Rural +Edwards County,Illinois,17047,17,047,6118,59386,Rural +Effingham County,Illinois,17049,17,049,34505,75380,Urban +Fayette County,Illinois,17051,17,051,21380,57113,Rural +Ford County,Illinois,17053,17,053,13396,60782,Rural +Franklin County,Illinois,17055,17,055,37541,53471,Urban +Fulton County,Illinois,17057,17,057,33259,58617,Urban +Gallatin County,Illinois,17059,17,059,4857,54626,Rural +Greene County,Illinois,17061,17,061,11837,60976,Rural +Grundy County,Illinois,17063,17,063,52920,93060,Urban +Hamilton County,Illinois,17065,17,065,7972,61520,Rural +Hancock County,Illinois,17067,17,067,17434,65044,Rural +Hardin County,Illinois,17069,17,069,3623,57155,Rural +Henderson County,Illinois,17071,17,071,6284,65651,Rural +Henry County,Illinois,17073,17,073,48948,69912,Urban +Iroquois County,Illinois,17075,17,075,26746,62439,Urban +Jackson County,Illinois,17077,17,077,52706,45572,Urban +Jasper County,Illinois,17079,17,079,9233,71094,Rural +Jefferson County,Illinois,17081,17,081,36808,61102,Urban +Jersey County,Illinois,17083,17,083,21336,79104,Rural +Jo Daviess County,Illinois,17085,17,085,21918,74954,Rural +Johnson County,Illinois,17087,17,087,13350,65203,Rural +Kane County,Illinois,17089,17,089,516097,100678,Urban +Kankakee County,Illinois,17091,17,091,106833,68325,Urban +Kendall County,Illinois,17093,17,093,135053,110474,Urban +Knox County,Illinois,17095,17,095,49294,53291,Urban +Lake County,Illinois,17097,17,097,711885,108917,Urban +LaSalle County,Illinois,17099,17,099,109049,72281,Urban +Lawrence County,Illinois,17101,17,101,15137,53438,Rural +Lee County,Illinois,17103,17,103,34058,68459,Urban +Livingston County,Illinois,17105,17,105,35659,70796,Urban +Logan County,Illinois,17107,17,107,27870,64188,Urban +McDonough County,Illinois,17109,17,109,27102,50434,Urban +McHenry County,Illinois,17111,17,111,311366,102836,Urban +McLean County,Illinois,17113,17,113,170882,78329,Urban +Macon County,Illinois,17115,17,115,102591,62449,Urban +Macoupin County,Illinois,17117,17,117,44566,68518,Urban +Madison County,Illinois,17119,17,119,264631,74800,Urban +Marion County,Illinois,17121,17,121,37294,60839,Urban +Marshall County,Illinois,17123,17,123,11715,69818,Rural +Mason County,Illinois,17125,17,125,12878,62127,Rural +Massac County,Illinois,17127,17,127,13958,62584,Rural +Menard County,Illinois,17129,17,129,12169,81334,Rural +Mercer County,Illinois,17131,17,131,15619,71710,Rural +Monroe County,Illinois,17133,17,133,34969,101635,Urban +Montgomery County,Illinois,17135,17,135,28078,61863,Urban +Morgan County,Illinois,17137,17,137,32621,65175,Urban +Moultrie County,Illinois,17139,17,139,14469,71676,Rural +Ogle County,Illinois,17141,17,141,51536,79244,Urban +Peoria County,Illinois,17143,17,143,179831,64938,Urban +Perry County,Illinois,17145,17,145,20810,59286,Rural +Piatt County,Illinois,17147,17,147,16702,87516,Rural +Pike County,Illinois,17149,17,149,14625,58029,Rural +Pope County,Illinois,17151,17,151,3757,62500,Rural +Pulaski County,Illinois,17153,17,153,5074,43227,Rural +Putnam County,Illinois,17155,17,155,5600,77526,Rural +Randolph County,Illinois,17157,17,157,30142,68870,Urban +Richland County,Illinois,17159,17,159,15675,60404,Rural +Rock Island County,Illinois,17161,17,161,142995,66768,Urban +St. Clair County,Illinois,17163,17,163,254777,70178,Urban +Saline County,Illinois,17165,17,165,23387,54945,Rural +Sangamon County,Illinois,17167,17,167,195217,74114,Urban +Schuyler County,Illinois,17169,17,169,6826,66059,Rural +Scott County,Illinois,17171,17,171,4847,73013,Rural +Shelby County,Illinois,17173,17,173,20867,68457,Rural +Stark County,Illinois,17175,17,175,5324,62284,Rural +Stephenson County,Illinois,17177,17,177,44042,61943,Urban +Tazewell County,Illinois,17179,17,179,130555,76704,Urban +Union County,Illinois,17181,17,181,16972,56420,Rural +Vermilion County,Illinois,17183,17,183,73179,54537,Urban +Wabash County,Illinois,17185,17,185,11199,53650,Rural +Warren County,Illinois,17187,17,187,16576,64650,Rural +Washington County,Illinois,17189,17,189,13682,75652,Rural +Wayne County,Illinois,17191,17,191,15994,53107,Rural +White County,Illinois,17193,17,193,13708,53097,Rural +Whiteside County,Illinois,17195,17,195,55192,64536,Urban +Will County,Illinois,17197,17,197,698450,107799,Urban +Williamson County,Illinois,17199,17,199,66902,65521,Urban +Winnebago County,Illinois,17201,17,201,283289,64363,Urban +Woodford County,Illinois,17203,17,203,38348,85629,Urban +Adams County,Indiana,18001,18,001,35995,63128,Urban +Allen County,Indiana,18003,18,003,388791,68839,Urban +Bartholomew County,Indiana,18005,18,005,82881,80365,Urban +Benton County,Indiana,18007,18,007,8708,61811,Rural +Blackford County,Indiana,18009,18,009,12007,47560,Rural +Boone County,Indiana,18011,18,011,72827,104865,Urban +Brown County,Indiana,18013,18,013,15543,72644,Rural +Carroll County,Indiana,18015,18,015,20443,64003,Rural +Cass County,Indiana,18017,18,017,37703,56525,Urban +Clark County,Indiana,18019,18,019,122800,72298,Urban +Clay County,Indiana,18021,18,021,26431,67676,Urban +Clinton County,Indiana,18023,18,023,32967,63690,Urban +Crawford County,Indiana,18025,18,025,10494,48993,Rural +Daviess County,Indiana,18027,18,027,33442,68561,Urban +Dearborn County,Indiana,18029,18,029,50828,82693,Urban +Decatur County,Indiana,18031,18,031,26411,74228,Urban +DeKalb County,Indiana,18033,18,033,43584,70080,Urban +Delaware County,Indiana,18035,18,035,112109,56932,Urban +Dubois County,Indiana,18037,18,037,43563,71918,Urban +Elkhart County,Indiana,18039,18,039,206868,65617,Urban +Fayette County,Indiana,18041,18,041,23390,56659,Rural +Floyd County,Indiana,18043,18,043,80512,78179,Urban +Fountain County,Indiana,18045,18,045,16546,62526,Rural +Franklin County,Indiana,18047,18,047,22929,79702,Rural +Fulton County,Indiana,18049,18,049,20411,62878,Rural +Gibson County,Indiana,18051,18,051,32986,67763,Urban +Grant County,Indiana,18053,18,053,66377,54007,Urban +Greene County,Indiana,18055,18,055,30954,59753,Urban +Hamilton County,Indiana,18057,18,057,357176,117957,Urban +Hancock County,Indiana,18059,18,059,82013,91326,Urban +Harrison County,Indiana,18061,18,061,39785,72468,Urban +Hendricks County,Indiana,18063,18,063,179379,99988,Urban +Henry County,Indiana,18065,18,065,48896,60144,Urban +Howard County,Indiana,18067,18,067,83610,62496,Urban +Huntington County,Indiana,18069,18,069,36757,62734,Urban +Jackson County,Indiana,18071,18,071,46319,70208,Urban +Jasper County,Indiana,18073,18,073,33198,79634,Urban +Jay County,Indiana,18075,18,075,20281,54114,Rural +Jefferson County,Indiana,18077,18,077,33074,59987,Urban +Jennings County,Indiana,18079,18,079,27584,68476,Urban +Johnson County,Indiana,18081,18,081,163983,87227,Urban +Knox County,Indiana,18083,18,083,36108,58863,Urban +Kosciusko County,Indiana,18085,18,085,80357,73922,Urban +LaGrange County,Indiana,18087,18,087,40596,83741,Urban +Lake County,Indiana,18089,18,089,498990,68985,Urban +LaPorte County,Indiana,18091,18,091,112141,70452,Urban +Lawrence County,Indiana,18093,18,093,45077,65551,Urban +Madison County,Indiana,18095,18,095,130949,62632,Urban +Marion County,Indiana,18097,18,097,971822,63450,Urban +Marshall County,Indiana,18099,18,099,46225,68041,Urban +Martin County,Indiana,18101,18,101,9854,65345,Rural +Miami County,Indiana,18103,18,103,35772,61130,Urban +Monroe County,Indiana,18105,18,105,139822,63372,Urban +Montgomery County,Indiana,18107,18,107,38155,66571,Urban +Morgan County,Indiana,18109,18,109,72202,79088,Urban +Newton County,Indiana,18111,18,111,13859,68596,Rural +Noble County,Indiana,18113,18,113,47417,70908,Urban +Ohio County,Indiana,18115,18,115,5993,67942,Rural +Orange County,Indiana,18117,18,117,19746,64758,Rural +Owen County,Indiana,18119,18,119,21434,59586,Rural +Parke County,Indiana,18121,18,121,16346,66776,Rural +Perry County,Indiana,18123,18,123,19218,61099,Rural +Pike County,Indiana,18125,18,125,12187,66250,Rural +Porter County,Indiana,18127,18,127,174150,85828,Urban +Posey County,Indiana,18129,18,129,25163,79124,Rural +Pulaski County,Indiana,18131,18,131,12441,59956,Rural +Putnam County,Indiana,18133,18,133,37091,76182,Urban +Randolph County,Indiana,18135,18,135,24425,61121,Rural +Ripley County,Indiana,18137,18,137,29039,71084,Urban +Rush County,Indiana,18139,18,139,16734,64393,Rural +St. Joseph County,Indiana,18141,18,141,272574,64885,Urban +Scott County,Indiana,18143,18,143,24468,54583,Rural +Shelby County,Indiana,18145,18,145,45104,71301,Urban +Spencer County,Indiana,18147,18,147,19871,70890,Rural +Starke County,Indiana,18149,18,149,23300,62933,Rural +Steuben County,Indiana,18151,18,151,34648,71483,Urban +Sullivan County,Indiana,18153,18,153,20766,54985,Rural +Switzerland County,Indiana,18155,18,155,9914,65148,Rural +Tippecanoe County,Indiana,18157,18,157,187399,58622,Urban +Tipton County,Indiana,18159,18,159,15329,78309,Rural +Union County,Indiana,18161,18,161,7028,79500,Rural +Vanderburgh County,Indiana,18163,18,163,179908,60938,Urban +Vermillion County,Indiana,18165,18,165,15452,59363,Rural +Vigo County,Indiana,18167,18,167,106201,52525,Urban +Wabash County,Indiana,18169,18,169,30901,68414,Urban +Warren County,Indiana,18171,18,171,8469,74635,Rural +Warrick County,Indiana,18173,18,173,64650,95027,Urban +Washington County,Indiana,18175,18,175,28167,61358,Urban +Wayne County,Indiana,18177,18,177,66377,56652,Urban +Wells County,Indiana,18179,18,179,28261,69741,Urban +White County,Indiana,18181,18,181,24709,66143,Rural +Whitley County,Indiana,18183,18,183,34388,75790,Urban +Adair County,Iowa,19001,19,001,7471,66176,Rural +Adams County,Iowa,19003,19,003,3641,68828,Rural +Allamakee County,Iowa,19005,19,005,14038,66000,Rural +Appanoose County,Iowa,19007,19,007,12242,51146,Rural +Audubon County,Iowa,19009,19,009,5622,54152,Rural +Benton County,Iowa,19011,19,011,25698,84742,Rural +Black Hawk County,Iowa,19013,19,013,130693,64581,Urban +Boone County,Iowa,19015,19,015,26669,79741,Urban +Bremer County,Iowa,19017,19,017,25118,83343,Rural +Buchanan County,Iowa,19019,19,019,20645,78430,Rural +Buena Vista County,Iowa,19021,19,021,20684,66564,Rural +Butler County,Iowa,19023,19,023,14301,69651,Rural +Calhoun County,Iowa,19025,19,025,9858,66875,Rural +Carroll County,Iowa,19027,19,027,20677,68528,Rural +Cass County,Iowa,19029,19,029,13115,61657,Rural +Cedar County,Iowa,19031,19,031,18427,79080,Rural +Cerro Gordo County,Iowa,19033,19,033,42785,65537,Urban +Cherokee County,Iowa,19035,19,035,11587,64478,Rural +Chickasaw County,Iowa,19037,19,037,11868,73421,Rural +Clarke County,Iowa,19039,19,039,9690,66821,Rural +Clay County,Iowa,19041,19,041,16446,64082,Rural +Clayton County,Iowa,19043,19,043,17069,62326,Rural +Clinton County,Iowa,19045,19,045,46383,65177,Urban +Crawford County,Iowa,19047,19,047,16289,65039,Rural +Dallas County,Iowa,19049,19,049,104136,102349,Urban +Davis County,Iowa,19051,19,051,9127,79505,Rural +Decatur County,Iowa,19053,19,053,7669,57146,Rural +Delaware County,Iowa,19055,19,055,17549,76205,Rural +Des Moines County,Iowa,19057,19,057,38597,60662,Urban +Dickinson County,Iowa,19059,19,059,17844,74570,Rural +Dubuque County,Iowa,19061,19,061,98948,75919,Urban +Emmet County,Iowa,19063,19,063,9316,65181,Rural +Fayette County,Iowa,19065,19,065,19393,58764,Rural +Floyd County,Iowa,19067,19,067,15502,64500,Rural +Franklin County,Iowa,19069,19,069,9977,63648,Rural +Fremont County,Iowa,19071,19,071,6570,73750,Rural +Greene County,Iowa,19073,19,073,8722,59159,Rural +Grundy County,Iowa,19075,19,075,12352,83617,Rural +Guthrie County,Iowa,19077,19,077,10646,79981,Rural +Hamilton County,Iowa,19079,19,079,14893,71750,Rural +Hancock County,Iowa,19081,19,081,10718,70212,Rural +Hardin County,Iowa,19083,19,083,16729,64906,Rural +Harrison County,Iowa,19085,19,085,14645,77027,Rural +Henry County,Iowa,19087,19,087,20228,64604,Rural +Howard County,Iowa,19089,19,089,9459,67336,Rural +Humboldt County,Iowa,19091,19,091,9573,66994,Rural +Ida County,Iowa,19093,19,093,6944,62841,Rural +Iowa County,Iowa,19095,19,095,16547,72185,Rural +Jackson County,Iowa,19097,19,097,19429,71605,Rural +Jasper County,Iowa,19099,19,099,37864,70128,Urban +Jefferson County,Iowa,19101,19,101,15676,56824,Rural +Johnson County,Iowa,19103,19,103,154881,74721,Urban +Jones County,Iowa,19105,19,105,20799,73071,Rural +Keokuk County,Iowa,19107,19,107,9964,60856,Rural +Kossuth County,Iowa,19109,19,109,14610,65656,Rural +Lee County,Iowa,19111,19,111,33175,59803,Urban +Linn County,Iowa,19113,19,113,229463,76421,Urban +Louisa County,Iowa,19115,19,115,10710,80223,Rural +Lucas County,Iowa,19117,19,117,8685,67921,Rural +Lyon County,Iowa,19119,19,119,12087,72881,Rural +Madison County,Iowa,19121,19,121,16760,89542,Rural +Mahaska County,Iowa,19123,19,123,22045,69019,Rural +Marion County,Iowa,19125,19,125,33551,78059,Urban +Marshall County,Iowa,19127,19,127,39971,72785,Urban +Mills County,Iowa,19129,19,129,14563,87810,Rural +Mitchell County,Iowa,19131,19,131,10548,68704,Rural +Monona County,Iowa,19133,19,133,8619,62944,Rural +Monroe County,Iowa,19135,19,135,7546,72518,Rural +Montgomery County,Iowa,19137,19,137,10254,63190,Rural +Muscatine County,Iowa,19139,19,139,42735,69512,Urban +O'Brien County,Iowa,19141,19,141,14103,68216,Rural +Osceola County,Iowa,19143,19,143,6114,69138,Rural +Page County,Iowa,19145,19,145,15168,57752,Rural +Palo Alto County,Iowa,19147,19,147,8902,68963,Rural +Plymouth County,Iowa,19149,19,149,25699,81600,Rural +Pocahontas County,Iowa,19151,19,151,7040,63423,Rural +Polk County,Iowa,19153,19,153,497441,81621,Urban +Pottawattamie County,Iowa,19155,19,155,93407,71446,Urban +Poweshiek County,Iowa,19157,19,157,18582,64837,Rural +Ringgold County,Iowa,19159,19,159,4664,69821,Rural +Sac County,Iowa,19161,19,161,9759,70991,Rural +Scott County,Iowa,19163,19,163,174302,76363,Urban +Shelby County,Iowa,19165,19,165,11757,67690,Rural +Sioux County,Iowa,19167,19,167,35984,84736,Urban +Story County,Iowa,19169,19,169,98592,69006,Urban +Tama County,Iowa,19171,19,171,16982,67955,Rural +Taylor County,Iowa,19173,19,173,5901,67279,Rural +Union County,Iowa,19175,19,175,12038,56813,Rural +Van Buren County,Iowa,19177,19,177,7236,60183,Rural +Wapello County,Iowa,19179,19,179,35265,60034,Urban +Warren County,Iowa,19181,19,181,53484,92990,Urban +Washington County,Iowa,19183,19,183,22539,71339,Rural +Wayne County,Iowa,19185,19,185,6518,59118,Rural +Webster County,Iowa,19187,19,187,36848,68054,Urban +Winnebago County,Iowa,19189,19,189,10648,63719,Rural +Winneshiek County,Iowa,19191,19,191,19972,75652,Rural +Woodbury County,Iowa,19193,19,193,105760,70147,Urban +Worth County,Iowa,19195,19,195,7380,76875,Rural +Wright County,Iowa,19197,19,197,12817,64033,Rural +Allen County,Kansas,20001,20,001,12491,57618,Rural +Anderson County,Kansas,20003,20,003,7819,64925,Rural +Atchison County,Kansas,20005,20,005,16211,62164,Rural +Barber County,Kansas,20007,20,007,4153,57615,Rural +Barton County,Kansas,20009,20,009,25275,56733,Rural +Bourbon County,Kansas,20011,20,011,14384,67555,Rural +Brown County,Kansas,20013,20,013,9415,58886,Rural +Butler County,Kansas,20015,20,015,67916,80375,Urban +Chase County,Kansas,20017,20,017,2579,54518,Rural +Chautauqua County,Kansas,20019,20,019,3370,54592,Rural +Cherokee County,Kansas,20021,20,021,19236,58274,Rural +Cheyenne County,Kansas,20023,20,023,2628,55765,Rural +Clark County,Kansas,20025,20,025,1987,65515,Rural +Clay County,Kansas,20027,20,027,8071,63136,Rural +Cloud County,Kansas,20029,20,029,8973,57333,Rural +Coffey County,Kansas,20031,20,031,8304,67377,Rural +Comanche County,Kansas,20033,20,033,1685,49417,Rural +Cowley County,Kansas,20035,20,035,34487,58263,Urban +Crawford County,Kansas,20037,20,037,38963,50311,Urban +Decatur County,Kansas,20039,20,039,2746,52030,Rural +Dickinson County,Kansas,20041,20,041,18423,67982,Rural +Doniphan County,Kansas,20043,20,043,7492,72833,Rural +Douglas County,Kansas,20045,20,045,119547,68756,Urban +Edwards County,Kansas,20047,20,047,2817,53792,Rural +Elk County,Kansas,20049,20,049,2464,56087,Rural +Ellis County,Kansas,20051,20,051,28870,59889,Urban +Ellsworth County,Kansas,20053,20,053,6366,66792,Rural +Finney County,Kansas,20055,20,055,38001,72437,Urban +Ford County,Kansas,20057,20,057,34133,70495,Urban +Franklin County,Kansas,20059,20,059,25994,72142,Urban +Geary County,Kansas,20061,20,061,35895,57344,Urban +Gove County,Kansas,20063,20,063,2796,63203,Rural +Graham County,Kansas,20065,20,065,2406,52909,Rural +Grant County,Kansas,20067,20,067,7284,72484,Rural +Gray County,Kansas,20069,20,069,5696,77885,Rural +Greeley County,Kansas,20071,20,071,1296,78819,Rural +Greenwood County,Kansas,20073,20,073,5956,58276,Rural +Hamilton County,Kansas,20075,20,075,2485,61929,Rural +Harper County,Kansas,20077,20,077,5446,55417,Rural +Harvey County,Kansas,20079,20,079,33823,73269,Urban +Haskell County,Kansas,20081,20,081,3695,69138,Rural +Hodgeman County,Kansas,20083,20,083,1676,63125,Rural +Jackson County,Kansas,20085,20,085,13277,72703,Rural +Jefferson County,Kansas,20087,20,087,18391,77393,Rural +Jewell County,Kansas,20089,20,089,2909,52344,Rural +Johnson County,Kansas,20091,20,091,614764,107261,Urban +Kearny County,Kansas,20093,20,093,3910,74135,Rural +Kingman County,Kansas,20095,20,095,7284,59819,Rural +Kiowa County,Kansas,20097,20,097,2422,73214,Rural +Labette County,Kansas,20099,20,099,19949,55439,Rural +Lane County,Kansas,20101,20,101,1497,53042,Rural +Leavenworth County,Kansas,20103,20,103,82493,86906,Urban +Lincoln County,Kansas,20105,20,105,2924,53546,Rural +Linn County,Kansas,20107,20,107,9723,59200,Rural +Logan County,Kansas,20109,20,109,2720,71389,Rural +Lyon County,Kansas,20111,20,111,32145,59078,Urban +McPherson County,Kansas,20113,20,113,30130,77701,Urban +Marion County,Kansas,20115,20,115,11795,63438,Rural +Marshall County,Kansas,20117,20,117,10001,70828,Rural +Meade County,Kansas,20119,20,119,3949,74868,Rural +Miami County,Kansas,20121,20,121,34625,88000,Urban +Mitchell County,Kansas,20123,20,123,5767,58233,Rural +Montgomery County,Kansas,20125,20,125,31143,53242,Urban +Morris County,Kansas,20127,20,127,5388,56716,Rural +Morton County,Kansas,20129,20,129,2647,65625,Rural +Nemaha County,Kansas,20131,20,131,10213,77375,Rural +Neosho County,Kansas,20133,20,133,15715,55704,Rural +Ness County,Kansas,20135,20,135,2659,66107,Rural +Norton County,Kansas,20137,20,137,5392,50305,Rural +Osage County,Kansas,20139,20,139,15780,70216,Rural +Osborne County,Kansas,20141,20,141,3473,59408,Rural +Ottawa County,Kansas,20143,20,143,5782,76755,Rural +Pawnee County,Kansas,20145,20,145,6220,63625,Rural +Phillips County,Kansas,20147,20,147,4874,61235,Rural +Pottawatomie County,Kansas,20149,20,149,25808,87694,Rural +Pratt County,Kansas,20151,20,151,9120,64348,Rural +Rawlins County,Kansas,20153,20,153,2533,65000,Rural +Reno County,Kansas,20155,20,155,61693,60498,Urban +Republic County,Kansas,20157,20,157,4662,53611,Rural +Rice County,Kansas,20159,20,159,9389,63947,Rural +Riley County,Kansas,20161,20,161,71710,59560,Urban +Rooks County,Kansas,20163,20,163,4869,61596,Rural +Rush County,Kansas,20165,20,165,2957,60288,Rural +Russell County,Kansas,20167,20,167,6717,53902,Rural +Saline County,Kansas,20169,20,169,53801,63316,Urban +Scott County,Kansas,20171,20,171,5071,67788,Rural +Sedgwick County,Kansas,20173,20,173,524810,67675,Urban +Seward County,Kansas,20175,20,175,21640,62269,Rural +Shawnee County,Kansas,20177,20,177,178315,66043,Urban +Sheridan County,Kansas,20179,20,179,2442,70000,Rural +Sherman County,Kansas,20181,20,181,5919,64444,Rural +Smith County,Kansas,20183,20,183,3579,57024,Rural +Stafford County,Kansas,20185,20,185,4004,63786,Rural +Stanton County,Kansas,20187,20,187,2018,70361,Rural +Stevens County,Kansas,20189,20,189,5212,61909,Rural +Sumner County,Kansas,20191,20,191,22386,60348,Rural +Thomas County,Kansas,20193,20,193,7913,73575,Rural +Trego County,Kansas,20195,20,195,2778,73375,Rural +Wabaunsee County,Kansas,20197,20,197,6961,70536,Rural +Wallace County,Kansas,20199,20,199,1459,60263,Rural +Washington County,Kansas,20201,20,201,5519,62452,Rural +Wichita County,Kansas,20203,20,203,2115,71282,Rural +Wilson County,Kansas,20205,20,205,8559,57056,Rural +Woodson County,Kansas,20207,20,207,3118,48152,Rural +Wyandotte County,Kansas,20209,20,209,167277,60582,Urban +Adair County,Kentucky,21001,21,001,19016,50316,Rural +Allen County,Kentucky,21003,21,003,21029,59029,Rural +Anderson County,Kentucky,21005,21,005,24098,71747,Rural +Ballard County,Kentucky,21007,21,007,7678,64740,Rural +Barren County,Kentucky,21009,21,009,44670,49171,Urban +Bath County,Kentucky,21011,21,011,12812,54128,Rural +Bell County,Kentucky,21013,21,013,23878,32403,Rural +Boone County,Kentucky,21015,21,015,137676,94752,Urban +Bourbon County,Kentucky,21017,21,017,20174,56322,Rural +Boyd County,Kentucky,21019,21,019,48043,60659,Urban +Boyle County,Kentucky,21021,21,021,30708,61635,Urban +Bracken County,Kentucky,21023,21,023,8427,59521,Rural +Breathitt County,Kentucky,21025,21,025,13438,41101,Rural +Breckinridge County,Kentucky,21027,21,027,20722,53673,Rural +Bullitt County,Kentucky,21029,21,029,83209,77640,Urban +Butler County,Kentucky,21031,21,031,12373,52003,Rural +Caldwell County,Kentucky,21033,21,033,12631,57618,Rural +Calloway County,Kentucky,21035,21,035,37882,51854,Urban +Campbell County,Kentucky,21037,21,037,93193,77271,Urban +Carlisle County,Kentucky,21039,21,039,4763,62019,Rural +Carroll County,Kentucky,21041,21,041,10878,57753,Rural +Carter County,Kentucky,21043,21,043,26515,50389,Urban +Casey County,Kentucky,21045,21,045,15951,41689,Rural +Christian County,Kentucky,21047,21,047,72599,54190,Urban +Clark County,Kentucky,21049,21,049,37004,67824,Urban +Clay County,Kentucky,21051,21,051,20105,39607,Rural +Clinton County,Kentucky,21053,21,053,9240,42168,Rural +Crittenden County,Kentucky,21055,21,055,8972,47003,Rural +Cumberland County,Kentucky,21057,21,057,5948,39662,Rural +Daviess County,Kentucky,21059,21,059,103195,65323,Urban +Edmonson County,Kentucky,21061,21,061,12243,54512,Rural +Elliott County,Kentucky,21063,21,063,7336,40074,Rural +Estill County,Kentucky,21065,21,065,14079,43905,Rural +Fayette County,Kentucky,21067,21,067,321122,67631,Urban +Fleming County,Kentucky,21069,21,069,15221,49663,Rural +Floyd County,Kentucky,21071,21,071,35342,41582,Urban +Franklin County,Kentucky,21073,21,073,51563,66470,Urban +Fulton County,Kentucky,21075,21,075,6440,36834,Rural +Gallatin County,Kentucky,21077,21,077,8749,62247,Rural +Garrard County,Kentucky,21079,21,079,17346,62572,Rural +Grant County,Kentucky,21081,21,081,25238,67940,Rural +Graves County,Kentucky,21083,21,083,36612,50576,Urban +Grayson County,Kentucky,21085,21,085,26586,49893,Urban +Green County,Kentucky,21087,21,087,11278,41087,Rural +Greenup County,Kentucky,21089,21,089,35639,59613,Urban +Hancock County,Kentucky,21091,21,091,9032,66836,Rural +Hardin County,Kentucky,21093,21,093,111452,67608,Urban +Harlan County,Kentucky,21095,21,095,26185,37198,Urban +Harrison County,Kentucky,21097,21,097,18971,63205,Rural +Hart County,Kentucky,21099,21,099,19470,49653,Rural +Henderson County,Kentucky,21101,21,101,44493,58239,Urban +Henry County,Kentucky,21103,21,103,15774,60736,Rural +Hickman County,Kentucky,21105,21,105,4470,63750,Rural +Hopkins County,Kentucky,21107,21,107,45143,57610,Urban +Jackson County,Kentucky,21109,21,109,13003,41410,Rural +Jefferson County,Kentucky,21111,21,111,777392,67849,Urban +Jessamine County,Kentucky,21113,21,113,53792,74886,Urban +Johnson County,Kentucky,21115,21,115,22464,43014,Rural +Kenton County,Kentucky,21117,21,117,169817,79421,Urban +Knott County,Kentucky,21119,21,119,14046,37736,Rural +Knox County,Kentucky,21121,21,121,30034,33153,Urban +Larue County,Kentucky,21123,21,123,15028,67770,Rural +Laurel County,Kentucky,21125,21,125,62731,56999,Urban +Lawrence County,Kentucky,21127,21,127,16171,45584,Rural +Lee County,Kentucky,21129,21,129,7375,34182,Rural +Leslie County,Kentucky,21131,21,131,10261,40176,Rural +Letcher County,Kentucky,21133,21,133,21146,40501,Rural +Lewis County,Kentucky,21135,21,135,13028,41632,Rural +Lincoln County,Kentucky,21137,21,137,24415,50862,Rural +Livingston County,Kentucky,21139,21,139,8941,59713,Rural +Logan County,Kentucky,21141,21,141,27731,61535,Urban +Lyon County,Kentucky,21143,21,143,8831,64464,Rural +McCracken County,Kentucky,21145,21,145,67584,62385,Urban +McCreary County,Kentucky,21147,21,147,16905,37355,Rural +McLean County,Kentucky,21149,21,149,9127,70549,Rural +Madison County,Kentucky,21151,21,151,94064,62407,Urban +Magoffin County,Kentucky,21153,21,153,11495,33632,Rural +Marion County,Kentucky,21155,21,155,19680,55404,Rural +Marshall County,Kentucky,21157,21,157,31728,63611,Urban +Martin County,Kentucky,21159,21,159,11181,46185,Rural +Mason County,Kentucky,21161,21,161,16995,51473,Rural +Meade County,Kentucky,21163,21,163,30032,70163,Urban +Menifee County,Kentucky,21165,21,165,6203,44672,Rural +Mercer County,Kentucky,21167,21,167,22824,63115,Rural +Metcalfe County,Kentucky,21169,21,169,10372,48572,Rural +Monroe County,Kentucky,21171,21,171,11318,49430,Rural +Montgomery County,Kentucky,21173,21,173,28271,57468,Urban +Morgan County,Kentucky,21175,21,175,13938,47493,Rural +Muhlenberg County,Kentucky,21177,21,177,30712,52672,Urban +Nelson County,Kentucky,21179,21,179,47102,67888,Urban +Nicholas County,Kentucky,21181,21,181,7655,53616,Rural +Ohio County,Kentucky,21183,21,183,23704,54369,Rural +Oldham County,Kentucky,21185,21,185,68600,121491,Urban +Owen County,Kentucky,21187,21,187,11270,59706,Rural +Owsley County,Kentucky,21189,21,189,4021,31064,Rural +Pendleton County,Kentucky,21191,21,191,14683,66601,Rural +Perry County,Kentucky,21193,21,193,27847,45261,Urban +Pike County,Kentucky,21195,21,195,57466,42179,Urban +Powell County,Kentucky,21197,21,197,13057,39811,Rural +Pulaski County,Kentucky,21199,21,199,65503,50943,Urban +Robertson County,Kentucky,21201,21,201,2239,52337,Rural +Rockcastle County,Kentucky,21203,21,203,16144,48367,Rural +Rowan County,Kentucky,21205,21,205,24525,53657,Rural +Russell County,Kentucky,21207,21,207,18117,50520,Rural +Scott County,Kentucky,21209,21,209,58269,83660,Urban +Shelby County,Kentucky,21211,21,211,48599,82671,Urban +Simpson County,Kentucky,21213,21,213,19786,57392,Rural +Spencer County,Kentucky,21215,21,215,19875,98333,Rural +Taylor County,Kentucky,21217,21,217,26205,61871,Urban +Todd County,Kentucky,21219,21,219,12330,57759,Rural +Trigg County,Kentucky,21221,21,221,14211,54630,Rural +Trimble County,Kentucky,21223,21,223,8531,67813,Rural +Union County,Kentucky,21225,21,225,13379,60989,Rural +Warren County,Kentucky,21227,21,227,137549,64801,Urban +Washington County,Kentucky,21229,21,229,12091,59762,Rural +Wayne County,Kentucky,21231,21,231,19592,41933,Rural +Webster County,Kentucky,21233,21,233,12873,58786,Rural +Whitley County,Kentucky,21235,21,235,36755,41719,Urban +Wolfe County,Kentucky,21237,21,237,6484,29052,Rural +Woodford County,Kentucky,21239,21,239,27017,80006,Urban +Acadia Parish,Louisiana,22001,22,001,57218,45266,Urban +Allen Parish,Louisiana,22003,22,003,22552,51138,Rural +Ascension Parish,Louisiana,22005,22,005,128593,92266,Urban +Assumption Parish,Louisiana,22007,22,007,20720,52546,Rural +Avoyelles Parish,Louisiana,22009,22,009,39176,39439,Urban +Beauregard Parish,Louisiana,22011,22,011,36646,64995,Urban +Bienville Parish,Louisiana,22013,22,013,12769,34992,Rural +Bossier Parish,Louisiana,22015,22,015,129134,66336,Urban +Caddo Parish,Louisiana,22017,22,017,232973,50067,Urban +Calcasieu Parish,Louisiana,22019,22,019,208668,67849,Urban +Caldwell Parish,Louisiana,22021,22,021,9563,44957,Rural +Cameron Parish,Louisiana,22023,22,023,5222,72500,Rural +Catahoula Parish,Louisiana,22025,22,025,8738,47753,Rural +Claiborne Parish,Louisiana,22027,22,027,14019,31784,Rural +Concordia Parish,Louisiana,22029,22,029,18325,37349,Rural +De Soto Parish,Louisiana,22031,22,031,26897,46077,Urban +East Baton Rouge Parish,Louisiana,22033,22,033,452821,63075,Urban +East Carroll Parish,Louisiana,22035,22,035,7195,28321,Rural +East Feliciana Parish,Louisiana,22037,22,037,19378,72899,Rural +Evangeline Parish,Louisiana,22039,22,039,32162,42273,Urban +Franklin Parish,Louisiana,22041,22,041,19590,44103,Rural +Grant Parish,Louisiana,22043,22,043,22123,61112,Rural +Iberia Parish,Louisiana,22045,22,045,69194,57811,Urban +Iberville Parish,Louisiana,22047,22,047,29950,57459,Urban +Jackson Parish,Louisiana,22049,22,049,14939,43345,Rural +Jefferson Parish,Louisiana,22051,22,051,432484,65246,Urban +Jefferson Davis Parish,Louisiana,22053,22,053,32083,56500,Urban +Lafayette Parish,Louisiana,22055,22,055,245075,67660,Urban +Lafourche Parish,Louisiana,22057,22,057,96670,63439,Urban +LaSalle Parish,Louisiana,22059,22,059,14804,67077,Rural +Lincoln Parish,Louisiana,22061,22,061,48160,38035,Urban +Livingston Parish,Louisiana,22063,22,063,145583,78617,Urban +Madison Parish,Louisiana,22065,22,065,9757,37267,Rural +Morehouse Parish,Louisiana,22067,22,067,24967,36981,Rural +Natchitoches Parish,Louisiana,22069,22,069,37047,46798,Urban +Orleans Parish,Louisiana,22071,22,071,376035,55339,Urban +Ouachita Parish,Louisiana,22073,22,073,158916,51241,Urban +Plaquemines Parish,Louisiana,22075,22,075,23070,82874,Rural +Pointe Coupee Parish,Louisiana,22077,22,077,20438,59351,Rural +Rapides Parish,Louisiana,22079,22,079,128470,55946,Urban +Red River Parish,Louisiana,22081,22,081,7529,44539,Rural +Richland Parish,Louisiana,22083,22,083,19908,52960,Rural +Sabine Parish,Louisiana,22085,22,085,22085,52047,Rural +St. Bernard Parish,Louisiana,22087,22,087,44172,57638,Urban +St. Charles Parish,Louisiana,22089,22,089,51863,82172,Urban +St. Helena Parish,Louisiana,22091,22,091,10849,50193,Rural +St. James Parish,Louisiana,22093,22,093,19797,64536,Rural +St. John the Baptist Parish,Louisiana,22095,22,095,41342,67418,Urban +St. Landry Parish,Louisiana,22097,22,097,82128,45637,Urban +St. Martin Parish,Louisiana,22099,22,099,51559,53394,Urban +St. Mary Parish,Louisiana,22101,22,101,48455,51768,Urban +St. Tammany Parish,Louisiana,22103,22,103,269331,79277,Urban +Tangipahoa Parish,Louisiana,22105,22,105,135218,57256,Urban +Tensas Parish,Louisiana,22107,22,107,3992,36074,Rural +Terrebonne Parish,Louisiana,22109,22,109,107362,64819,Urban +Union Parish,Louisiana,22111,22,111,20914,45743,Rural +Vermilion Parish,Louisiana,22113,22,113,57031,57537,Urban +Vernon Parish,Louisiana,22115,22,115,47764,58281,Urban +Washington Parish,Louisiana,22117,22,117,45238,42776,Urban +Webster Parish,Louisiana,22119,22,119,36189,37396,Urban +West Baton Rouge Parish,Louisiana,22121,22,121,27666,87320,Urban +West Carroll Parish,Louisiana,22123,22,123,9622,48514,Rural +West Feliciana Parish,Louisiana,22125,22,125,15381,74277,Rural +Winn Parish,Louisiana,22127,22,127,13506,46368,Rural +Androscoggin County,Maine,23001,23,001,112323,67298,Urban +Aroostook County,Maine,23003,23,003,67227,54254,Urban +Cumberland County,Maine,23005,23,005,305940,92983,Urban +Franklin County,Maine,23007,23,007,30145,58522,Urban +Hancock County,Maine,23009,23,009,56084,69630,Urban +Kennebec County,Maine,23011,23,011,125614,65062,Urban +Knox County,Maine,23013,23,013,40860,71903,Urban +Lincoln County,Maine,23015,23,015,35840,72026,Urban +Oxford County,Maine,23017,23,017,58728,57933,Urban +Penobscot County,Maine,23019,23,019,153571,63248,Urban +Piscataquis County,Maine,23021,23,021,17125,55234,Rural +Sagadahoc County,Maine,23023,23,023,37093,82080,Urban +Somerset County,Maine,23025,23,025,50852,56199,Urban +Waldo County,Maine,23027,23,027,40006,68441,Urban +Washington County,Maine,23029,23,029,31261,52237,Urban +York County,Maine,23031,23,031,214731,82904,Urban +Allegany County,Maryland,24001,24,001,67762,57393,Urban +Anne Arundel County,Maryland,24003,24,003,590936,120324,Urban +Baltimore County,Maryland,24005,24,005,849586,90904,Urban +Calvert County,Maryland,24009,24,009,93791,132059,Urban +Caroline County,Maryland,24011,24,011,33406,66368,Urban +Carroll County,Maryland,24013,24,013,174318,115876,Urban +Cecil County,Maryland,24015,24,015,104366,91146,Urban +Charles County,Maryland,24017,24,017,168710,120592,Urban +Dorchester County,Maryland,24019,24,019,32612,60495,Urban +Frederick County,Maryland,24021,24,021,280341,120458,Urban +Garrett County,Maryland,24023,24,023,28713,69031,Urban +Harford County,Maryland,24025,24,025,262509,111317,Urban +Howard County,Maryland,24027,24,027,333916,146982,Urban +Kent County,Maryland,24029,24,029,19265,74402,Rural +Montgomery County,Maryland,24031,24,031,1057586,128733,Urban +Prince George's County,Maryland,24033,24,033,955584,100708,Urban +Queen Anne's County,Maryland,24035,24,035,50951,113347,Urban +St. Mary's County,Maryland,24037,24,037,114372,114580,Urban +Somerset County,Maryland,24039,24,039,24685,52462,Rural +Talbot County,Maryland,24041,24,041,37707,84378,Urban +Washington County,Maryland,24043,24,043,155033,74157,Urban +Wicomico County,Maryland,24045,24,045,104117,72861,Urban +Worcester County,Maryland,24047,24,047,53279,81455,Urban +Baltimore city,Maryland,24510,24,510,577193,59623,Urban +Barnstable County,Massachusetts,25001,25,001,230073,94452,Urban +Berkshire County,Massachusetts,25003,25,003,128047,72565,Urban +Bristol County,Massachusetts,25005,25,005,578436,84198,Urban +Dukes County,Massachusetts,25007,25,007,20751,102348,Rural +Essex County,Massachusetts,25009,25,009,807258,99431,Urban +Franklin County,Massachusetts,25011,25,011,70922,72584,Urban +Hampden County,Massachusetts,25013,25,013,462853,70535,Urban +Hampshire County,Massachusetts,25015,25,015,156595,86391,Urban +Middlesex County,Massachusetts,25017,25,017,1622896,126779,Urban +Nantucket County,Massachusetts,25019,25,019,14299,119750,Rural +Norfolk County,Massachusetts,25021,25,021,724540,126497,Urban +Plymouth County,Massachusetts,25023,25,023,531889,109698,Urban +Suffolk County,Massachusetts,25025,25,025,782172,92859,Urban +Worcester County,Massachusetts,25027,25,027,861664,93561,Urban +Alcona County,Michigan,26001,26,001,10310,53568,Rural +Alger County,Michigan,26003,26,003,8813,59406,Rural +Allegan County,Michigan,26005,26,005,120913,80255,Urban +Alpena County,Michigan,26007,26,007,28908,51909,Urban +Antrim County,Michigan,26009,26,009,23876,71421,Rural +Arenac County,Michigan,26011,26,011,15054,56989,Rural +Baraga County,Michigan,26013,26,013,8249,55117,Rural +Barry County,Michigan,26015,26,015,62982,77873,Urban +Bay County,Michigan,26017,26,017,103235,60523,Urban +Benzie County,Michigan,26019,26,019,18177,72603,Rural +Berrien County,Michigan,26021,26,021,153411,63152,Urban +Branch County,Michigan,26023,26,023,44914,61958,Urban +Calhoun County,Michigan,26025,26,025,133846,60385,Urban +Cass County,Michigan,26027,26,027,51606,68011,Urban +Charlevoix County,Michigan,26029,26,029,26143,76495,Urban +Cheboygan County,Michigan,26031,26,031,25778,61619,Rural +Chippewa County,Michigan,26033,26,033,36448,60631,Urban +Clare County,Michigan,26035,26,035,31109,49805,Urban +Clinton County,Michigan,26037,26,037,79419,85928,Urban +Crawford County,Michigan,26039,26,039,13271,58614,Rural +Delta County,Michigan,26041,26,041,36829,54829,Urban +Dickinson County,Michigan,26043,26,043,25940,61882,Rural +Eaton County,Michigan,26045,26,045,109000,78025,Urban +Emmet County,Michigan,26047,26,047,34159,73724,Urban +Genesee County,Michigan,26049,26,049,404087,60673,Urban +Gladwin County,Michigan,26051,26,051,25543,55576,Rural +Gogebic County,Michigan,26053,26,053,14348,49672,Rural +Grand Traverse County,Michigan,26055,26,055,95757,79486,Urban +Gratiot County,Michigan,26057,26,057,41478,61128,Urban +Hillsdale County,Michigan,26059,26,059,45658,60869,Urban +Houghton County,Michigan,26061,26,061,37428,56573,Urban +Huron County,Michigan,26063,26,063,31258,56963,Urban +Ingham County,Michigan,26065,26,065,282015,64354,Urban +Ionia County,Michigan,26067,26,067,66706,73436,Urban +Iosco County,Michigan,26069,26,069,25333,47777,Rural +Iron County,Michigan,26071,26,071,11650,53614,Rural +Isabella County,Michigan,26073,26,073,64475,53759,Urban +Jackson County,Michigan,26075,26,075,160187,65004,Urban +Kalamazoo County,Michigan,26077,26,077,261437,70525,Urban +Kalkaska County,Michigan,26079,26,079,18116,60365,Rural +Kent County,Michigan,26081,26,081,658844,80390,Urban +Keweenaw County,Michigan,26083,26,083,2106,53893,Rural +Lake County,Michigan,26085,26,085,12393,49680,Rural +Lapeer County,Michigan,26087,26,087,88703,76228,Urban +Leelanau County,Michigan,26089,26,089,22607,91943,Rural +Lenawee County,Michigan,26091,26,091,98823,67013,Urban +Livingston County,Michigan,26093,26,093,195143,101315,Urban +Luce County,Michigan,26095,26,095,6325,54338,Rural +Mackinac County,Michigan,26097,26,097,10865,58598,Rural +Macomb County,Michigan,26099,26,099,877624,76399,Urban +Manistee County,Michigan,26101,26,101,25247,60879,Rural +Marquette County,Michigan,26103,26,103,66430,64675,Urban +Mason County,Michigan,26105,26,105,29177,62296,Urban +Mecosta County,Michigan,26107,26,107,40321,57774,Urban +Menominee County,Michigan,26109,26,109,23295,55688,Rural +Midland County,Michigan,26111,26,111,83641,77538,Urban +Missaukee County,Michigan,26113,26,113,15156,61868,Rural +Monroe County,Michigan,26115,26,115,155001,75272,Urban +Montcalm County,Michigan,26117,26,117,67174,64892,Urban +Montmorency County,Michigan,26119,26,119,9372,47803,Rural +Muskegon County,Michigan,26121,26,121,175378,63495,Urban +Newaygo County,Michigan,26123,26,123,50414,61931,Urban +Oakland County,Michigan,26125,26,125,1272294,95296,Urban +Oceana County,Michigan,26127,26,127,26788,63624,Urban +Ogemaw County,Michigan,26129,26,129,20853,51983,Rural +Ontonagon County,Michigan,26131,26,131,5870,51844,Rural +Osceola County,Michigan,26133,26,133,23122,57050,Rural +Oscoda County,Michigan,26135,26,135,8338,50581,Rural +Otsego County,Michigan,26137,26,137,25352,67285,Rural +Ottawa County,Michigan,26139,26,139,298614,87144,Urban +Presque Isle County,Michigan,26141,26,141,13142,56713,Rural +Roscommon County,Michigan,26143,26,143,23639,54106,Rural +Saginaw County,Michigan,26145,26,145,189210,58347,Urban +St. Clair County,Michigan,26147,26,147,160089,69349,Urban +St. Joseph County,Michigan,26149,26,149,60870,64707,Urban +Sanilac County,Michigan,26151,26,151,40574,59074,Urban +Schoolcraft County,Michigan,26153,26,153,8093,57708,Rural +Shiawassee County,Michigan,26155,26,155,68061,64464,Urban +Tuscola County,Michigan,26157,26,157,53071,62847,Urban +Van Buren County,Michigan,26159,26,159,75681,66902,Urban +Washtenaw County,Michigan,26161,26,161,368394,87156,Urban +Wayne County,Michigan,26163,26,163,1773767,59521,Urban +Wexford County,Michigan,26165,26,165,33868,63123,Urban +Aitkin County,Minnesota,27001,27,001,15930,59498,Rural +Anoka County,Minnesota,27003,27,003,367095,98764,Urban +Becker County,Minnesota,27005,27,005,35260,71117,Urban +Beltrami County,Minnesota,27007,27,007,46421,67257,Urban +Benton County,Minnesota,27009,27,009,41458,71480,Urban +Big Stone County,Minnesota,27011,27,011,5152,65475,Rural +Blue Earth County,Minnesota,27013,27,013,69386,72623,Urban +Brown County,Minnesota,27015,27,015,25826,68690,Rural +Carlton County,Minnesota,27017,27,017,36457,80042,Urban +Carver County,Minnesota,27019,27,019,108622,123144,Urban +Cass County,Minnesota,27021,27,021,30688,64937,Urban +Chippewa County,Minnesota,27023,27,023,12388,69192,Rural +Chisago County,Minnesota,27025,27,025,57434,98260,Urban +Clay County,Minnesota,27027,27,027,65628,77664,Urban +Clearwater County,Minnesota,27029,27,029,8579,64934,Rural +Cook County,Minnesota,27031,27,031,5633,71643,Rural +Cottonwood County,Minnesota,27033,27,033,11458,68239,Rural +Crow Wing County,Minnesota,27035,27,035,67113,71343,Urban +Dakota County,Minnesota,27037,27,037,442204,105212,Urban +Dodge County,Minnesota,27039,27,039,20962,92943,Rural +Douglas County,Minnesota,27041,27,041,39354,77264,Urban +Faribault County,Minnesota,27043,27,043,13909,64391,Rural +Fillmore County,Minnesota,27045,27,045,21346,75225,Rural +Freeborn County,Minnesota,27047,27,047,30752,69012,Urban +Goodhue County,Minnesota,27049,27,049,47844,82749,Urban +Grant County,Minnesota,27051,27,051,6108,72957,Rural +Hennepin County,Minnesota,27053,27,053,1268903,96339,Urban +Houston County,Minnesota,27055,27,055,18768,77087,Rural +Hubbard County,Minnesota,27057,27,057,21700,70622,Rural +Isanti County,Minnesota,27059,27,059,41934,86573,Urban +Itasca County,Minnesota,27061,27,061,45141,66380,Urban +Jackson County,Minnesota,27063,27,063,9964,69955,Rural +Kanabec County,Minnesota,27065,27,065,16261,71915,Rural +Kandiyohi County,Minnesota,27067,27,067,43757,75097,Urban +Kittson County,Minnesota,27069,27,069,4163,69615,Rural +Koochiching County,Minnesota,27071,27,071,11950,69115,Rural +Lac qui Parle County,Minnesota,27073,27,073,6694,71639,Rural +Lake County,Minnesota,27075,27,075,10911,75621,Rural +Lake of the Woods County,Minnesota,27077,27,077,3800,70091,Rural +Le Sueur County,Minnesota,27079,27,079,28936,90218,Urban +Lincoln County,Minnesota,27081,27,081,5594,67715,Rural +Lyon County,Minnesota,27083,27,083,25498,72761,Rural +McLeod County,Minnesota,27085,27,085,36771,78468,Urban +Mahnomen County,Minnesota,27087,27,087,5371,53925,Rural +Marshall County,Minnesota,27089,27,089,8961,71701,Rural +Martin County,Minnesota,27091,27,091,19864,62969,Rural +Meeker County,Minnesota,27093,27,093,23422,75037,Rural +Mille Lacs County,Minnesota,27095,27,095,26912,71455,Urban +Morrison County,Minnesota,27097,27,097,34131,68640,Urban +Mower County,Minnesota,27099,27,099,40069,71495,Urban +Murray County,Minnesota,27101,27,101,8119,74475,Rural +Nicollet County,Minnesota,27103,27,103,34350,80362,Urban +Nobles County,Minnesota,27105,27,105,22067,65509,Rural +Norman County,Minnesota,27107,27,107,6411,69833,Rural +Olmsted County,Minnesota,27109,27,109,163425,93494,Urban +Otter Tail County,Minnesota,27111,27,111,60281,70912,Urban +Pennington County,Minnesota,27113,27,113,13877,72561,Rural +Pine County,Minnesota,27115,27,115,29411,69666,Urban +Pipestone County,Minnesota,27117,27,117,9352,66073,Rural +Polk County,Minnesota,27119,27,119,30905,69136,Urban +Pope County,Minnesota,27121,27,121,11363,72205,Rural +Ramsey County,Minnesota,27123,27,123,544438,81004,Urban +Red Lake County,Minnesota,27125,27,125,3922,77500,Rural +Redwood County,Minnesota,27127,27,127,15383,67024,Rural +Renville County,Minnesota,27129,27,129,14587,69086,Rural +Rice County,Minnesota,27131,27,131,67389,82792,Urban +Rock County,Minnesota,27133,27,133,9628,70698,Rural +Roseau County,Minnesota,27135,27,135,15301,73611,Rural +St. Louis County,Minnesota,27137,27,137,200056,69455,Urban +Scott County,Minnesota,27139,27,139,152957,120247,Urban +Sherburne County,Minnesota,27141,27,141,99178,102965,Urban +Sibley County,Minnesota,27143,27,143,14933,76082,Rural +Stearns County,Minnesota,27145,27,145,159358,76447,Urban +Steele County,Minnesota,27147,27,147,37413,83448,Urban +Stevens County,Minnesota,27149,27,149,9686,71060,Rural +Swift County,Minnesota,27151,27,151,9787,62601,Rural +Todd County,Minnesota,27153,27,153,25402,63039,Rural +Traverse County,Minnesota,27155,27,155,3279,65931,Rural +Wabasha County,Minnesota,27157,27,157,21519,80133,Rural +Wadena County,Minnesota,27159,27,159,14135,56882,Rural +Waseca County,Minnesota,27161,27,161,18958,75052,Rural +Washington County,Minnesota,27163,27,163,272298,114457,Urban +Watonwan County,Minnesota,27165,27,165,11169,70593,Rural +Wilkin County,Minnesota,27167,27,167,6413,69635,Rural +Winona County,Minnesota,27169,27,169,49705,70198,Urban +Wright County,Minnesota,27171,27,171,145270,106666,Urban +Yellow Medicine County,Minnesota,27173,27,173,9509,71573,Rural +Adams County,Mississippi,28001,28,001,29098,40250,Urban +Alcorn County,Mississippi,28003,28,003,34500,49404,Urban +Amite County,Mississippi,28005,28,005,12611,35385,Rural +Attala County,Mississippi,28007,28,007,17685,48098,Rural +Benton County,Mississippi,28009,28,009,7592,42139,Rural +Bolivar County,Mississippi,28011,28,011,30163,37315,Urban +Calhoun County,Mississippi,28013,28,013,13029,43942,Rural +Carroll County,Mississippi,28015,28,015,9828,55275,Rural +Chickasaw County,Mississippi,28017,28,017,16994,43041,Rural +Choctaw County,Mississippi,28019,28,019,8172,48321,Rural +Claiborne County,Mississippi,28021,28,021,8908,34371,Rural +Clarke County,Mississippi,28023,28,023,15424,46054,Rural +Clay County,Mississippi,28025,28,025,18462,39904,Rural +Coahoma County,Mississippi,28027,28,027,20808,36259,Rural +Copiah County,Mississippi,28029,28,029,27994,47994,Urban +Covington County,Mississippi,28031,28,031,18226,47001,Rural +DeSoto County,Mississippi,28033,28,033,188598,82980,Urban +Forrest County,Mississippi,28035,28,035,78027,52821,Urban +Franklin County,Mississippi,28037,28,037,7655,45618,Rural +George County,Mississippi,28039,28,039,24870,54822,Rural +Greene County,Mississippi,28041,28,041,13595,55838,Rural +Grenada County,Mississippi,28043,28,043,21342,47998,Rural +Hancock County,Mississippi,28045,28,045,46057,67728,Urban +Harrison County,Mississippi,28047,28,047,209443,57233,Urban +Hinds County,Mississippi,28049,28,049,222494,49966,Urban +Holmes County,Mississippi,28051,28,051,16491,29434,Rural +Humphreys County,Mississippi,28053,28,053,7570,32976,Rural +Issaquena County,Mississippi,28055,28,055,1095,29271,Rural +Itawamba County,Mississippi,28057,28,057,23942,59508,Rural +Jackson County,Mississippi,28059,28,059,144437,64756,Urban +Jasper County,Mississippi,28061,28,061,16211,47157,Rural +Jefferson County,Mississippi,28063,28,063,7127,36207,Rural +Jefferson Davis County,Mississippi,28065,28,065,11183,37183,Rural +Jones County,Mississippi,28067,28,067,66839,51143,Urban +Kemper County,Mississippi,28069,28,069,8855,43595,Rural +Lafayette County,Mississippi,28071,28,071,56920,64334,Urban +Lamar County,Mississippi,28073,28,073,65081,69106,Urban +Lauderdale County,Mississippi,28075,28,075,71984,50033,Urban +Lawrence County,Mississippi,28077,28,077,11883,43368,Rural +Leake County,Mississippi,28079,28,079,21288,48418,Rural +Lee County,Mississippi,28081,28,081,83138,67144,Urban +Leflore County,Mississippi,28083,28,083,27432,33188,Urban +Lincoln County,Mississippi,28085,28,085,34830,48316,Urban +Lowndes County,Mississippi,28087,28,087,58187,54460,Urban +Madison County,Mississippi,28089,28,089,110303,78794,Urban +Marion County,Mississippi,28091,28,091,24303,42320,Rural +Marshall County,Mississippi,28093,28,093,33899,51875,Urban +Monroe County,Mississippi,28095,28,095,33928,51231,Urban +Montgomery County,Mississippi,28097,28,097,9708,45057,Rural +Neshoba County,Mississippi,28099,28,099,28927,53087,Urban +Newton County,Mississippi,28101,28,101,21151,50426,Rural +Noxubee County,Mississippi,28103,28,103,10136,38814,Rural +Oktibbeha County,Mississippi,28105,28,105,51473,43482,Urban +Panola County,Mississippi,28107,28,107,32965,43990,Urban +Pearl River County,Mississippi,28109,28,109,56781,56535,Urban +Perry County,Mississippi,28111,28,111,11459,50435,Rural +Pike County,Mississippi,28113,28,113,39930,41578,Urban +Pontotoc County,Mississippi,28115,28,115,31312,52741,Urban +Prentiss County,Mississippi,28117,28,117,24999,51466,Rural +Quitman County,Mississippi,28119,28,119,5908,32131,Rural +Rankin County,Mississippi,28121,28,121,158218,77454,Urban +Scott County,Mississippi,28123,28,123,27754,48492,Urban +Sharkey County,Mississippi,28125,28,125,3848,35741,Rural +Simpson County,Mississippi,28127,28,127,25817,54111,Rural +Smith County,Mississippi,28129,28,129,14193,51396,Rural +Stone County,Mississippi,28131,28,131,18515,59307,Rural +Sunflower County,Mississippi,28133,28,133,25328,40265,Rural +Tallahatchie County,Mississippi,28135,28,135,12363,37383,Rural +Tate County,Mississippi,28137,28,137,28135,63995,Urban +Tippah County,Mississippi,28139,28,139,21621,51141,Rural +Tishomingo County,Mississippi,28141,28,141,18738,46257,Rural +Tunica County,Mississippi,28143,28,143,9586,38402,Rural +Union County,Mississippi,28145,28,145,28009,56807,Urban +Walthall County,Mississippi,28147,28,147,13864,45444,Rural +Warren County,Mississippi,28149,28,149,43623,56648,Urban +Washington County,Mississippi,28151,28,151,43674,40117,Urban +Wayne County,Mississippi,28153,28,153,19699,36791,Rural +Webster County,Mississippi,28155,28,155,9942,59964,Rural +Wilkinson County,Mississippi,28157,28,157,8376,35930,Rural +Winston County,Mississippi,28159,28,159,17609,49071,Rural +Yalobusha County,Mississippi,28161,28,161,12439,49171,Rural +Yazoo County,Mississippi,28163,28,163,26837,40974,Urban +Adair County,Missouri,29001,29,001,25224,56583,Rural +Andrew County,Missouri,29003,29,003,18086,74007,Rural +Atchison County,Missouri,29005,29,005,5216,59260,Rural +Audrain County,Missouri,29007,29,007,24688,56232,Rural +Barry County,Missouri,29009,29,009,34831,56611,Urban +Barton County,Missouri,29011,29,011,11685,49503,Rural +Bates County,Missouri,29013,29,013,16121,57914,Rural +Benton County,Missouri,29015,29,015,19887,52200,Rural +Bollinger County,Missouri,29017,29,017,10591,57286,Rural +Boone County,Missouri,29019,29,019,185874,69913,Urban +Buchanan County,Missouri,29021,29,021,83855,59423,Urban +Butler County,Missouri,29023,29,023,42166,49213,Urban +Caldwell County,Missouri,29025,29,025,8890,62520,Rural +Callaway County,Missouri,29027,29,027,44541,72645,Urban +Camden County,Missouri,29029,29,029,43416,62927,Urban +Cape Girardeau County,Missouri,29031,29,031,82180,68912,Urban +Carroll County,Missouri,29033,29,033,8459,61712,Rural +Carter County,Missouri,29035,29,035,5269,45083,Rural +Cass County,Missouri,29037,29,037,109393,87413,Urban +Cedar County,Missouri,29039,29,039,14440,45577,Rural +Chariton County,Missouri,29041,29,041,7406,63307,Rural +Christian County,Missouri,29043,29,043,91229,81245,Urban +Clark County,Missouri,29045,29,045,6680,51458,Rural +Clay County,Missouri,29047,29,047,255566,86150,Urban +Clinton County,Missouri,29049,29,049,21259,70625,Rural +Cole County,Missouri,29051,29,051,76924,73273,Urban +Cooper County,Missouri,29053,29,053,16835,67548,Rural +Crawford County,Missouri,29055,29,055,22890,56345,Rural +Dade County,Missouri,29057,29,057,7627,49899,Rural +Dallas County,Missouri,29059,29,059,17344,53177,Rural +Daviess County,Missouri,29061,29,061,8449,60665,Rural +DeKalb County,Missouri,29063,29,063,11176,69093,Rural +Dent County,Missouri,29065,29,065,14506,54306,Rural +Douglas County,Missouri,29067,29,067,11850,49828,Rural +Dunklin County,Missouri,29069,29,069,27795,47368,Urban +Franklin County,Missouri,29071,29,071,105316,71973,Urban +Gasconade County,Missouri,29073,29,073,14774,65096,Rural +Gentry County,Missouri,29075,29,075,6224,57458,Rural +Greene County,Missouri,29077,29,077,301121,57488,Urban +Grundy County,Missouri,29079,29,079,9822,53839,Rural +Harrison County,Missouri,29081,29,081,8198,53364,Rural +Henry County,Missouri,29083,29,083,22194,56621,Rural +Hickory County,Missouri,29085,29,085,8501,35084,Rural +Holt County,Missouri,29087,29,087,4254,58516,Rural +Howard County,Missouri,29089,29,089,10141,62628,Rural +Howell County,Missouri,29091,29,091,40168,49814,Urban +Iron County,Missouri,29093,29,093,9482,51161,Rural +Jackson County,Missouri,29095,29,095,717021,67178,Urban +Jasper County,Missouri,29097,29,097,123532,57525,Urban +Jefferson County,Missouri,29099,29,099,228227,80522,Urban +Johnson County,Missouri,29101,29,101,54331,67123,Urban +Knox County,Missouri,29103,29,103,3760,53333,Rural +Laclede County,Missouri,29105,29,105,36245,50825,Urban +Lafayette County,Missouri,29107,29,107,32974,79091,Urban +Lawrence County,Missouri,29109,29,109,38392,55849,Urban +Lewis County,Missouri,29111,29,111,9945,52340,Rural +Lincoln County,Missouri,29113,29,113,61636,85276,Urban +Linn County,Missouri,29115,29,115,11850,61975,Rural +Livingston County,Missouri,29117,29,117,14330,60148,Rural +McDonald County,Missouri,29119,29,119,23492,48145,Rural +Macon County,Missouri,29121,29,121,15163,58318,Rural +Madison County,Missouri,29123,29,123,12665,58435,Rural +Maries County,Missouri,29125,29,125,8435,61359,Rural +Marion County,Missouri,29127,29,127,28493,63908,Urban +Mercer County,Missouri,29129,29,129,3501,60357,Rural +Miller County,Missouri,29131,29,131,25081,55172,Rural +Mississippi County,Missouri,29133,29,133,12079,46258,Rural +Moniteau County,Missouri,29135,29,135,15303,65161,Rural +Monroe County,Missouri,29137,29,137,8672,48299,Rural +Montgomery County,Missouri,29139,29,139,11422,61042,Rural +Morgan County,Missouri,29141,29,141,21430,49663,Rural +New Madrid County,Missouri,29143,29,143,16041,49237,Rural +Newton County,Missouri,29145,29,145,59490,64583,Urban +Nodaway County,Missouri,29147,29,147,20959,55970,Rural +Oregon County,Missouri,29149,29,149,8704,44259,Rural +Osage County,Missouri,29151,29,151,13379,75355,Rural +Ozark County,Missouri,29153,29,153,8773,42329,Rural +Pemiscot County,Missouri,29155,29,155,15232,40748,Rural +Perry County,Missouri,29157,29,157,18947,63356,Rural +Pettis County,Missouri,29159,29,159,43205,60232,Urban +Phelps County,Missouri,29161,29,161,44948,55427,Urban +Pike County,Missouri,29163,29,163,17623,57572,Rural +Platte County,Missouri,29165,29,165,108751,95748,Urban +Polk County,Missouri,29167,29,167,32109,56686,Urban +Pulaski County,Missouri,29169,29,169,53850,66435,Urban +Putnam County,Missouri,29171,29,171,4675,56875,Rural +Ralls County,Missouri,29173,29,173,10394,62054,Rural +Randolph County,Missouri,29175,29,175,24524,55310,Rural +Ray County,Missouri,29177,29,177,23149,72152,Rural +Reynolds County,Missouri,29179,29,179,6058,44357,Rural +Ripley County,Missouri,29181,29,181,10755,43898,Rural +St. Charles County,Missouri,29183,29,183,409830,102912,Urban +St. Clair County,Missouri,29185,29,185,9451,46731,Rural +Ste. Genevieve County,Missouri,29186,29,186,18551,61310,Rural +St. Francois County,Missouri,29187,29,187,66864,54813,Urban +St. Louis County,Missouri,29189,29,189,996618,81340,Urban +Saline County,Missouri,29195,29,195,23177,56566,Rural +Schuyler County,Missouri,29197,29,197,4044,56023,Rural +Scotland County,Missouri,29199,29,199,4698,67568,Rural +Scott County,Missouri,29201,29,201,37967,58847,Urban +Shannon County,Missouri,29203,29,203,7137,59000,Rural +Shelby County,Missouri,29205,29,205,6011,52127,Rural +Stoddard County,Missouri,29207,29,207,28547,54067,Urban +Stone County,Missouri,29209,29,209,31697,61323,Urban +Sullivan County,Missouri,29211,29,211,5903,55500,Rural +Taney County,Missouri,29213,29,213,56382,58258,Urban +Texas County,Missouri,29215,29,215,24956,48055,Rural +Vernon County,Missouri,29217,29,217,19713,54519,Rural +Warren County,Missouri,29219,29,219,36467,77989,Urban +Washington County,Missouri,29221,29,221,23483,51886,Rural +Wayne County,Missouri,29223,29,223,10942,43393,Rural +Webster County,Missouri,29225,29,225,39868,69731,Urban +Worth County,Missouri,29227,29,227,1956,46167,Rural +Wright County,Missouri,29229,29,229,18722,47304,Rural +St. Louis city,Missouri,29510,29,510,293109,55279,Urban +Beaverhead County,Montana,30001,30,001,9590,58072,Rural +Big Horn County,Montana,30003,30,003,12963,56680,Rural +Blaine County,Montana,30005,30,005,6997,65050,Rural +Broadwater County,Montana,30007,30,007,7310,63636,Rural +Carbon County,Montana,30009,30,009,10877,71017,Rural +Carter County,Montana,30011,30,011,1361,52171,Rural +Cascade County,Montana,30013,30,013,84601,66203,Urban +Chouteau County,Montana,30015,30,015,5888,56927,Rural +Custer County,Montana,30017,30,017,11938,63585,Rural +Daniels County,Montana,30019,30,019,1524,58000,Rural +Dawson County,Montana,30021,30,021,8874,70953,Rural +Deer Lodge County,Montana,30023,30,023,9512,49533,Rural +Fallon County,Montana,30025,30,025,2817,72284,Rural +Fergus County,Montana,30027,30,027,11581,59731,Rural +Flathead County,Montana,30029,30,029,108445,71327,Urban +Gallatin County,Montana,30031,30,031,122194,87454,Urban +Garfield County,Montana,30033,30,033,938,61750,Rural +Glacier County,Montana,30035,30,035,13713,45129,Rural +Golden Valley County,Montana,30037,30,037,840,57353,Rural +Granite County,Montana,30039,30,039,3419,54646,Rural +Hill County,Montana,30041,30,041,16260,55313,Rural +Jefferson County,Montana,30043,30,043,12501,76576,Rural +Judith Basin County,Montana,30045,30,045,2053,55417,Rural +Lake County,Montana,30047,30,047,32073,61965,Urban +Lewis and Clark County,Montana,30049,30,049,72580,74543,Urban +Liberty County,Montana,30051,30,051,1968,53264,Rural +Lincoln County,Montana,30053,30,053,20656,47018,Rural +McCone County,Montana,30055,30,055,1818,71842,Rural +Madison County,Montana,30057,30,057,8975,67420,Rural +Meagher County,Montana,30059,30,059,1979,56215,Rural +Mineral County,Montana,30061,30,061,4796,61117,Rural +Missoula County,Montana,30063,30,063,119639,71246,Urban +Musselshell County,Montana,30065,30,065,5068,59010,Rural +Park County,Montana,30067,30,067,17484,66607,Rural +Petroleum County,Montana,30069,30,069,401,59318,Rural +Phillips County,Montana,30071,30,071,4224,58156,Rural +Pondera County,Montana,30073,30,073,6012,53500,Rural +Powder River County,Montana,30075,30,075,1762,68009,Rural +Powell County,Montana,30077,30,077,7029,63432,Rural +Prairie County,Montana,30079,30,079,1251,45192,Rural +Ravalli County,Montana,30081,30,081,45807,71323,Urban +Richland County,Montana,30083,30,083,11329,69578,Rural +Roosevelt County,Montana,30085,30,085,10665,53125,Rural +Rosebud County,Montana,30087,30,087,8236,56430,Rural +Sanders County,Montana,30089,30,089,12936,54035,Rural +Sheridan County,Montana,30091,30,091,3677,63654,Rural +Silver Bow County,Montana,30093,30,093,35589,57504,Urban +Stillwater County,Montana,30095,30,095,9052,81503,Rural +Sweet Grass County,Montana,30097,30,097,3713,69426,Rural +Teton County,Montana,30099,30,099,6291,67766,Rural +Toole County,Montana,30101,30,101,5028,53693,Rural +Treasure County,Montana,30103,30,103,761,73036,Rural +Valley County,Montana,30105,30,105,7540,64515,Rural +Wheatland County,Montana,30107,30,107,2049,47054,Rural +Wibaux County,Montana,30109,30,109,1148,64792,Rural +Yellowstone County,Montana,30111,30,111,167340,74400,Urban +Adams County,Nebraska,31001,31,001,31034,65680,Urban +Antelope County,Nebraska,31003,31,003,6302,63750,Rural +Arthur County,Nebraska,31005,31,005,540,67500,Rural +Banner County,Nebraska,31007,31,007,657,71250,Rural +Blaine County,Nebraska,31009,31,009,385,61250,Rural +Boone County,Nebraska,31011,31,011,5366,71367,Rural +Box Butte County,Nebraska,31013,31,013,10754,68778,Rural +Boyd County,Nebraska,31015,31,015,1704,58984,Rural +Brown County,Nebraska,31017,31,017,2739,51538,Rural +Buffalo County,Nebraska,31019,31,019,50323,74570,Urban +Burt County,Nebraska,31021,31,021,6730,57303,Rural +Butler County,Nebraska,31023,31,023,8413,82603,Rural +Cass County,Nebraska,31025,31,025,26963,88255,Urban +Cedar County,Nebraska,31027,31,027,8344,73977,Rural +Chase County,Nebraska,31029,31,029,3639,62782,Rural +Cherry County,Nebraska,31031,31,031,5468,63750,Rural +Cheyenne County,Nebraska,31033,31,033,9478,57594,Rural +Clay County,Nebraska,31035,31,035,6084,75938,Rural +Colfax County,Nebraska,31037,31,037,10541,79720,Rural +Cuming County,Nebraska,31039,31,039,8976,70708,Rural +Custer County,Nebraska,31041,31,041,10544,66310,Rural +Dakota County,Nebraska,31043,31,043,21331,71655,Rural +Dawes County,Nebraska,31045,31,045,8212,54381,Rural +Dawson County,Nebraska,31047,31,047,24020,65383,Rural +Deuel County,Nebraska,31049,31,049,1865,61438,Rural +Dixon County,Nebraska,31051,31,051,5561,69156,Rural +Dodge County,Nebraska,31053,31,053,37146,71294,Urban +Douglas County,Nebraska,31055,31,055,585461,79081,Urban +Dundy County,Nebraska,31057,31,057,1811,56563,Rural +Fillmore County,Nebraska,31059,31,059,5551,76354,Rural +Franklin County,Nebraska,31061,31,061,2868,57692,Rural +Frontier County,Nebraska,31063,31,063,2562,68207,Rural +Furnas County,Nebraska,31065,31,065,4605,60625,Rural +Gage County,Nebraska,31067,31,067,21646,64426,Rural +Garden County,Nebraska,31069,31,069,1620,44777,Rural +Garfield County,Nebraska,31071,31,071,1797,68611,Rural +Gosper County,Nebraska,31073,31,073,1929,79145,Rural +Grant County,Nebraska,31075,31,075,695,69063,Rural +Greeley County,Nebraska,31077,31,077,2211,58894,Rural +Hall County,Nebraska,31079,31,079,62431,67549,Urban +Hamilton County,Nebraska,31081,31,081,9438,79884,Rural +Harlan County,Nebraska,31083,31,083,3006,70536,Rural +Hayes County,Nebraska,31085,31,085,854,60313,Rural +Hitchcock County,Nebraska,31087,31,087,2601,52016,Rural +Holt County,Nebraska,31089,31,089,10093,67225,Rural +Hooker County,Nebraska,31091,31,091,613,45854,Rural +Howard County,Nebraska,31093,31,093,6492,74508,Rural +Jefferson County,Nebraska,31095,31,095,7155,60568,Rural +Johnson County,Nebraska,31097,31,097,5263,59457,Rural +Kearney County,Nebraska,31099,31,099,6697,79167,Rural +Keith County,Nebraska,31101,31,101,8239,58132,Rural +Keya Paha County,Nebraska,31103,31,103,939,60313,Rural +Kimball County,Nebraska,31105,31,105,3348,59438,Rural +Knox County,Nebraska,31107,31,107,8362,64821,Rural +Lancaster County,Nebraska,31109,31,109,323673,72625,Urban +Lincoln County,Nebraska,31111,31,111,34122,64342,Urban +Logan County,Nebraska,31113,31,113,812,71650,Rural +Loup County,Nebraska,31115,31,115,564,60156,Rural +McPherson County,Nebraska,31117,31,117,463,61316,Rural +Madison County,Nebraska,31119,31,119,35535,64637,Urban +Merrick County,Nebraska,31121,31,121,7696,62849,Rural +Morrill County,Nebraska,31123,31,123,4544,59773,Rural +Nance County,Nebraska,31125,31,125,3342,65438,Rural +Nemaha County,Nebraska,31127,31,127,7035,60132,Rural +Nuckolls County,Nebraska,31129,31,129,4089,70201,Rural +Otoe County,Nebraska,31131,31,131,16075,81430,Rural +Pawnee County,Nebraska,31133,31,133,2539,54926,Rural +Perkins County,Nebraska,31135,31,135,2835,67500,Rural +Phelps County,Nebraska,31137,31,137,8983,65988,Rural +Pierce County,Nebraska,31139,31,139,7312,75938,Rural +Platte County,Nebraska,31141,31,141,34358,72335,Urban +Polk County,Nebraska,31143,31,143,5209,71771,Rural +Red Willow County,Nebraska,31145,31,145,10611,60000,Rural +Richardson County,Nebraska,31147,31,147,7797,55578,Rural +Rock County,Nebraska,31149,31,149,1335,57500,Rural +Saline County,Nebraska,31151,31,151,14642,77027,Rural +Sarpy County,Nebraska,31153,31,153,194051,101402,Urban +Saunders County,Nebraska,31155,31,155,22761,89395,Rural +Scotts Bluff County,Nebraska,31157,31,157,35937,60960,Urban +Seward County,Nebraska,31159,31,159,17636,81122,Rural +Sheridan County,Nebraska,31161,31,161,5058,56900,Rural +Sherman County,Nebraska,31163,31,163,2974,61935,Rural +Sioux County,Nebraska,31165,31,165,1197,54076,Rural +Stanton County,Nebraska,31167,31,167,5835,78275,Rural +Thayer County,Nebraska,31169,31,169,4938,63095,Rural +Thomas County,Nebraska,31171,31,171,626,72708,Rural +Thurston County,Nebraska,31173,31,173,6666,64838,Rural +Valley County,Nebraska,31175,31,175,4094,58902,Rural +Washington County,Nebraska,31177,31,177,20989,90188,Rural +Wayne County,Nebraska,31179,31,179,9786,67687,Rural +Webster County,Nebraska,31181,31,181,3385,65197,Rural +Wheeler County,Nebraska,31183,31,183,785,55893,Rural +York County,Nebraska,31185,31,185,14231,74058,Rural +Churchill County,Nevada,32001,32,001,25614,73268,Rural +Clark County,Nevada,32003,32,003,2293764,73845,Urban +Douglas County,Nevada,32005,32,005,49624,88018,Urban +Elko County,Nevada,32007,32,007,53852,83427,Urban +Esmeralda County,Nevada,32009,32,009,962,-666666666,Rural +Eureka County,Nevada,32011,32,011,1660,73095,Rural +Humboldt County,Nevada,32013,32,013,17299,79946,Rural +Lander County,Nevada,32015,32,015,5745,84474,Rural +Lincoln County,Nevada,32017,32,017,4452,69496,Rural +Lyon County,Nevada,32019,32,019,60630,73460,Urban +Mineral County,Nevada,32021,32,021,4557,50584,Rural +Nye County,Nevada,32023,32,023,53207,55975,Urban +Pershing County,Nevada,32027,32,027,6505,72007,Rural +Storey County,Nevada,32029,32,029,4139,96000,Rural +Washoe County,Nevada,32031,32,031,491770,85600,Urban +White Pine County,Nevada,32033,32,033,8856,72294,Rural +Carson City,Nevada,32510,32,510,58364,71809,Urban +Belknap County,New Hampshire,33001,33,001,64300,87983,Urban +Carroll County,New Hampshire,33003,33,003,51259,82961,Urban +Cheshire County,New Hampshire,33005,33,005,76945,81001,Urban +Coos County,New Hampshire,33007,33,007,31386,58439,Urban +Grafton County,New Hampshire,33009,33,009,91759,84021,Urban +Hillsborough County,New Hampshire,33011,33,011,424732,100436,Urban +Merrimack County,New Hampshire,33013,33,013,155018,93944,Urban +Rockingham County,New Hampshire,33015,33,015,317163,113927,Urban +Strafford County,New Hampshire,33017,33,017,131743,86564,Urban +Sullivan County,New Hampshire,33019,33,019,43529,75929,Urban +Atlantic County,New Jersey,34001,34,001,274704,76819,Urban +Bergen County,New Jersey,34003,34,003,954717,123715,Urban +Burlington County,New Jersey,34005,34,005,464226,105271,Urban +Camden County,New Jersey,34007,34,007,524042,86384,Urban +Cape May County,New Jersey,34009,34,009,95236,88046,Urban +Cumberland County,New Jersey,34011,34,011,152915,64499,Urban +Essex County,New Jersey,34013,34,013,854130,76712,Urban +Gloucester County,New Jersey,34015,34,015,304504,102807,Urban +Hudson County,New Jersey,34017,34,017,710478,90032,Urban +Hunterdon County,New Jersey,34019,34,019,129448,139453,Urban +Mercer County,New Jersey,34021,34,021,383286,96333,Urban +Middlesex County,New Jersey,34023,34,023,861535,109028,Urban +Monmouth County,New Jersey,34025,34,025,643615,122727,Urban +Morris County,New Jersey,34027,34,027,510375,134929,Urban +Ocean County,New Jersey,34029,34,029,646434,86411,Urban +Passaic County,New Jersey,34031,34,031,518289,87137,Urban +Salem County,New Jersey,34033,34,033,64973,78412,Urban +Somerset County,New Jersey,34035,34,035,346203,135960,Urban +Sussex County,New Jersey,34037,34,037,145117,114316,Urban +Union County,New Jersey,34039,34,039,572549,100117,Urban +Warren County,New Jersey,34041,34,041,110238,99596,Urban +Bernalillo County,New Mexico,35001,35,001,674357,66514,Urban +Catron County,New Mexico,35003,35,003,3685,46439,Rural +Chaves County,New Mexico,35005,35,005,64446,52029,Urban +Cibola County,New Mexico,35006,35,006,27059,51765,Urban +Colfax County,New Mexico,35007,35,007,12336,52690,Rural +Curry County,New Mexico,35009,35,009,47932,56259,Urban +De Baca County,New Mexico,35011,35,011,1580,40804,Rural +Doña Ana County,New Mexico,35013,35,013,221665,55663,Urban +Eddy County,New Mexico,35015,35,015,61114,79605,Urban +Grant County,New Mexico,35017,35,017,27856,45921,Urban +Guadalupe County,New Mexico,35019,35,019,4379,40149,Rural +Harding County,New Mexico,35021,35,021,748,41250,Rural +Hidalgo County,New Mexico,35023,35,023,4097,49076,Rural +Lea County,New Mexico,35025,35,025,73154,68750,Urban +Lincoln County,New Mexico,35027,35,027,20227,51643,Rural +Los Alamos County,New Mexico,35028,35,028,19374,143188,Rural +Luna County,New Mexico,35029,35,029,25420,37917,Rural +McKinley County,New Mexico,35031,35,031,71172,44496,Urban +Mora County,New Mexico,35033,35,033,4176,50178,Rural +Otero County,New Mexico,35035,35,035,68235,52717,Urban +Quay County,New Mexico,35037,35,037,8616,43698,Rural +Rio Arriba County,New Mexico,35039,35,039,40165,53901,Urban +Roosevelt County,New Mexico,35041,35,041,19002,52445,Rural +Sandoval County,New Mexico,35043,35,043,151538,84053,Urban +San Juan County,New Mexico,35045,35,045,121178,53020,Urban +San Miguel County,New Mexico,35047,35,047,27036,47400,Urban +Santa Fe County,New Mexico,35049,35,049,155175,74689,Urban +Sierra County,New Mexico,35051,35,051,11511,37840,Rural +Socorro County,New Mexico,35053,35,053,16308,47556,Rural +Taos County,New Mexico,35055,35,055,34516,58908,Urban +Torrance County,New Mexico,35057,35,057,15290,46250,Rural +Union County,New Mexico,35059,35,059,4039,45319,Rural +Valencia County,New Mexico,35061,35,061,77382,58333,Urban +Albany County,New York,36001,36,001,315374,83149,Urban +Allegany County,New York,36003,36,003,47027,61233,Urban +Bronx County,New York,36005,36,005,1419250,49036,Urban +Broome County,New York,36007,36,007,197738,61059,Urban +Cattaraugus County,New York,36009,36,009,76479,58248,Urban +Cayuga County,New York,36011,36,011,75464,66583,Urban +Chautauqua County,New York,36013,36,013,126329,56507,Urban +Chemung County,New York,36015,36,015,82805,63469,Urban +Chenango County,New York,36017,36,017,46685,62093,Urban +Clinton County,New York,36019,36,019,78961,69208,Urban +Columbia County,New York,36021,36,021,61245,83619,Urban +Cortland County,New York,36023,36,023,46401,67527,Urban +Delaware County,New York,36025,36,025,44551,60226,Urban +Dutchess County,New York,36027,36,027,297144,97273,Urban +Erie County,New York,36029,36,029,950044,71175,Urban +Essex County,New York,36031,36,031,37077,70215,Urban +Franklin County,New York,36033,36,033,47066,63747,Urban +Fulton County,New York,36035,36,035,52787,62615,Urban +Genesee County,New York,36037,36,037,57943,72055,Urban +Greene County,New York,36039,36,039,47554,74011,Urban +Hamilton County,New York,36041,36,041,5102,68950,Rural +Herkimer County,New York,36043,36,043,59932,68858,Urban +Jefferson County,New York,36045,36,045,116130,64978,Urban +Kings County,New York,36047,36,047,2646306,78548,Urban +Lewis County,New York,36049,36,049,26618,68329,Urban +Livingston County,New York,36051,36,051,61588,72464,Urban +Madison County,New York,36053,36,053,67572,73141,Urban +Monroe County,New York,36055,36,055,754068,74409,Urban +Montgomery County,New York,36057,36,057,49461,62923,Urban +Nassau County,New York,36059,36,059,1388138,143408,Urban +New York County,New York,36061,36,061,1627788,104553,Urban +Niagara County,New York,36063,36,063,211341,67809,Urban +Oneida County,New York,36065,36,065,229645,68819,Urban +Onondaga County,New York,36067,36,067,471611,74740,Urban +Ontario County,New York,36069,36,069,112405,79814,Urban +Orange County,New York,36071,36,071,403840,96497,Urban +Orleans County,New York,36073,36,073,39686,63838,Urban +Oswego County,New York,36075,36,075,117945,68461,Urban +Otsego County,New York,36077,36,077,59738,67086,Urban +Putnam County,New York,36079,36,079,97988,127405,Urban +Queens County,New York,36081,36,081,2330124,84961,Urban +Rensselaer County,New York,36083,36,083,160341,86663,Urban +Richmond County,New York,36085,36,085,492734,98290,Urban +Rockland County,New York,36087,36,087,338936,110631,Urban +St. Lawrence County,New York,36089,36,089,107796,61900,Urban +Saratoga County,New York,36091,36,091,237075,99653,Urban +Schenectady County,New York,36093,36,093,159603,76989,Urban +Schoharie County,New York,36095,36,095,29979,71188,Urban +Schuyler County,New York,36097,36,097,17749,65625,Rural +Seneca County,New York,36099,36,099,33125,66007,Urban +Steuben County,New York,36101,36,101,93034,64740,Urban +Suffolk County,New York,36103,36,103,1525680,128329,Urban +Sullivan County,New York,36105,36,105,79147,69826,Urban +Tioga County,New York,36107,36,107,48106,71791,Urban +Tompkins County,New York,36109,36,109,102879,73012,Urban +Ulster County,New York,36111,36,111,182109,81804,Urban +Warren County,New York,36113,36,113,65560,78239,Urban +Washington County,New York,36115,36,115,60883,72342,Urban +Wayne County,New York,36117,36,117,91128,73914,Urban +Westchester County,New York,36119,36,119,996888,118411,Urban +Wyoming County,New York,36121,36,121,39980,68913,Urban +Yates County,New York,36123,36,123,24637,67521,Rural +Alamance County,North Carolina,37001,37,001,174286,64445,Urban +Alexander County,North Carolina,37003,37,003,36440,65268,Urban +Alleghany County,North Carolina,37005,37,005,11075,44272,Rural +Anson County,North Carolina,37007,37,007,21903,44245,Rural +Ashe County,North Carolina,37009,37,009,26831,50827,Urban +Avery County,North Carolina,37011,37,011,17643,57657,Rural +Beaufort County,North Carolina,37013,37,013,44597,57997,Urban +Bertie County,North Carolina,37015,37,015,17482,45931,Rural +Bladen County,North Carolina,37017,37,017,29591,44528,Urban +Brunswick County,North Carolina,37019,37,019,145889,74034,Urban +Buncombe County,North Carolina,37021,37,021,271790,70578,Urban +Burke County,North Carolina,37023,37,023,87863,55684,Urban +Cabarrus County,North Carolina,37025,37,025,231262,86084,Urban +Caldwell County,North Carolina,37027,37,027,80618,55401,Urban +Camden County,North Carolina,37029,37,029,10743,87781,Rural +Carteret County,North Carolina,37031,37,031,68652,70235,Urban +Caswell County,North Carolina,37033,37,033,22689,59407,Rural +Catawba County,North Carolina,37035,37,035,162051,64544,Urban +Chatham County,North Carolina,37037,37,037,78319,88534,Urban +Cherokee County,North Carolina,37039,37,039,29197,51496,Urban +Chowan County,North Carolina,37041,37,041,13814,56982,Rural +Clay County,North Carolina,37043,37,043,11391,53645,Rural +Cleveland County,North Carolina,37045,37,045,100170,55769,Urban +Columbus County,North Carolina,37047,37,047,50453,48184,Urban +Craven County,North Carolina,37049,37,049,101074,64635,Urban +Cumberland County,North Carolina,37051,37,051,336749,58780,Urban +Currituck County,North Carolina,37053,37,053,29612,91548,Urban +Dare County,North Carolina,37055,37,055,37534,81214,Urban +Davidson County,North Carolina,37057,37,057,171063,62426,Urban +Davie County,North Carolina,37059,37,059,43526,73234,Urban +Duplin County,North Carolina,37061,37,061,49053,51880,Urban +Durham County,North Carolina,37063,37,063,329405,79501,Urban +Edgecombe County,North Carolina,37065,37,065,48777,48480,Urban +Forsyth County,North Carolina,37067,37,067,386740,65541,Urban +Franklin County,North Carolina,37069,37,069,71962,71386,Urban +Gaston County,North Carolina,37071,37,071,231485,65472,Urban +Gates County,North Carolina,37073,37,073,10437,61612,Rural +Graham County,North Carolina,37075,37,075,8041,49038,Rural +Granville County,North Carolina,37077,37,077,61439,70975,Urban +Greene County,North Carolina,37079,37,079,20421,50904,Rural +Guilford County,North Carolina,37081,37,081,542987,66027,Urban +Halifax County,North Carolina,37083,37,083,48219,45071,Urban +Harnett County,North Carolina,37085,37,085,136503,69012,Urban +Haywood County,North Carolina,37087,37,087,62432,61001,Urban +Henderson County,North Carolina,37089,37,089,117387,67623,Urban +Hertford County,North Carolina,37091,37,091,20492,47472,Rural +Hoke County,North Carolina,37093,37,093,53102,60095,Urban +Hyde County,North Carolina,37095,37,095,4625,47338,Rural +Iredell County,North Carolina,37097,37,097,191800,78678,Urban +Jackson County,North Carolina,37099,37,099,43089,53479,Urban +Johnston County,North Carolina,37101,37,101,226623,79838,Urban +Jones County,North Carolina,37103,37,103,9245,55659,Rural +Lee County,North Carolina,37105,37,105,64565,63060,Urban +Lenoir County,North Carolina,37107,37,107,54917,44795,Urban +Lincoln County,North Carolina,37109,37,109,90359,78490,Urban +McDowell County,North Carolina,37111,37,111,44679,55527,Urban +Macon County,North Carolina,37113,37,113,37533,53298,Urban +Madison County,North Carolina,37115,37,115,21640,58628,Rural +Martin County,North Carolina,37117,37,117,21773,46793,Rural +Mecklenburg County,North Carolina,37119,37,119,1130906,83765,Urban +Mitchell County,North Carolina,37121,37,121,14973,58089,Rural +Montgomery County,North Carolina,37123,37,123,25874,55849,Rural +Moore County,North Carolina,37125,37,125,102840,82837,Urban +Nash County,North Carolina,37127,37,127,95451,60704,Urban +New Hanover County,North Carolina,37129,37,129,231214,72892,Urban +Northampton County,North Carolina,37131,37,131,17212,47935,Rural +Onslow County,North Carolina,37133,37,133,208537,64568,Urban +Orange County,North Carolina,37135,37,135,147292,88553,Urban +Pamlico County,North Carolina,37137,37,137,12315,61624,Rural +Pasquotank County,North Carolina,37139,37,139,40830,63912,Urban +Pender County,North Carolina,37141,37,141,63475,76838,Urban +Perquimans County,North Carolina,37143,37,143,13146,61224,Rural +Person County,North Carolina,37145,37,145,39275,64927,Urban +Pitt County,North Carolina,37147,37,147,172279,58851,Urban +Polk County,North Carolina,37149,37,149,19689,61005,Rural +Randolph County,North Carolina,37151,37,151,145322,59047,Urban +Richmond County,North Carolina,37153,37,153,42818,43626,Urban +Robeson County,North Carolina,37155,37,155,116858,40318,Urban +Rockingham County,North Carolina,37157,37,157,91585,55796,Urban +Rowan County,North Carolina,37159,37,159,148487,63196,Urban +Rutherford County,North Carolina,37161,37,161,64850,49771,Urban +Sampson County,North Carolina,37163,37,163,59245,53159,Urban +Scotland County,North Carolina,37165,37,165,34353,43500,Urban +Stanly County,North Carolina,37167,37,167,63557,61631,Urban +Stokes County,North Carolina,37169,37,169,44889,60039,Urban +Surry County,North Carolina,37171,37,171,71407,56095,Urban +Swain County,North Carolina,37173,37,173,14065,55429,Rural +Transylvania County,North Carolina,37175,37,175,33243,64523,Urban +Tyrrell County,North Carolina,37177,37,177,3376,43952,Rural +Union County,North Carolina,37179,37,179,244975,99243,Urban +Vance County,North Carolina,37181,37,181,42361,46943,Urban +Wake County,North Carolina,37183,37,183,1151009,101763,Urban +Warren County,North Carolina,37185,37,185,18751,45279,Rural +Washington County,North Carolina,37187,37,187,10905,41750,Rural +Watauga County,North Carolina,37189,37,189,54607,51367,Urban +Wayne County,North Carolina,37191,37,191,117606,58082,Urban +Wilkes County,North Carolina,37193,37,193,65983,50438,Urban +Wilson County,North Carolina,37195,37,195,78648,51381,Urban +Yadkin County,North Carolina,37197,37,197,37419,60321,Urban +Yancey County,North Carolina,37199,37,199,18676,54961,Rural +Adams County,North Dakota,38001,38,001,2179,55417,Rural +Barnes County,North Dakota,38003,38,003,10794,70230,Rural +Benson County,North Dakota,38005,38,005,5861,68049,Rural +Billings County,North Dakota,38007,38,007,948,81250,Rural +Bottineau County,North Dakota,38009,38,009,6390,83460,Rural +Bowman County,North Dakota,38011,38,011,2935,83773,Rural +Burke County,North Dakota,38013,38,013,2163,96339,Rural +Burleigh County,North Dakota,38015,38,015,98986,84948,Urban +Cass County,North Dakota,38017,38,017,189286,75023,Urban +Cavalier County,North Dakota,38019,38,019,3663,67064,Rural +Dickey County,North Dakota,38021,38,021,4959,63125,Rural +Divide County,North Dakota,38023,38,023,2174,89297,Rural +Dunn County,North Dakota,38025,38,025,4043,94688,Rural +Eddy County,North Dakota,38027,38,027,2319,55389,Rural +Emmons County,North Dakota,38029,38,029,3269,67368,Rural +Foster County,North Dakota,38031,38,031,3372,83412,Rural +Golden Valley County,North Dakota,38033,38,033,1679,76528,Rural +Grand Forks County,North Dakota,38035,38,035,72764,68450,Urban +Grant County,North Dakota,38037,38,037,2276,56750,Rural +Griggs County,North Dakota,38039,38,039,2340,64737,Rural +Hettinger County,North Dakota,38041,38,041,2453,70827,Rural +Kidder County,North Dakota,38043,38,043,2374,61850,Rural +LaMoure County,North Dakota,38045,38,045,4107,70263,Rural +Logan County,North Dakota,38047,38,047,1848,61339,Rural +McHenry County,North Dakota,38049,38,049,5264,80614,Rural +McIntosh County,North Dakota,38051,38,051,2512,64236,Rural +McKenzie County,North Dakota,38053,38,053,14280,88289,Rural +McLean County,North Dakota,38055,38,055,9807,81847,Rural +Mercer County,North Dakota,38057,38,057,8341,79405,Rural +Morton County,North Dakota,38059,38,059,33479,79483,Urban +Mountrail County,North Dakota,38061,38,061,9567,81292,Rural +Nelson County,North Dakota,38063,38,063,3015,68051,Rural +Oliver County,North Dakota,38065,38,065,1821,76953,Rural +Pembina County,North Dakota,38067,38,067,6787,66884,Rural +Pierce County,North Dakota,38069,38,069,3961,63214,Rural +Ramsey County,North Dakota,38071,38,071,11563,61319,Rural +Ransom County,North Dakota,38073,38,073,5662,74521,Rural +Renville County,North Dakota,38075,38,075,2277,76311,Rural +Richland County,North Dakota,38077,38,077,16550,72524,Rural +Rolette County,North Dakota,38079,38,079,12065,57355,Rural +Sargent County,North Dakota,38081,38,081,3822,77697,Rural +Sheridan County,North Dakota,38083,38,083,1327,67361,Rural +Sioux County,North Dakota,38085,38,085,3789,41676,Rural +Slope County,North Dakota,38087,38,087,795,62500,Rural +Stark County,North Dakota,38089,38,089,33116,80744,Urban +Steele County,North Dakota,38091,38,091,1731,80313,Rural +Stutsman County,North Dakota,38093,38,093,21525,60172,Rural +Towner County,North Dakota,38095,38,095,2113,63017,Rural +Traill County,North Dakota,38097,38,097,7980,88289,Rural +Walsh County,North Dakota,38099,38,099,10488,69976,Rural +Ward County,North Dakota,38101,38,101,69232,79273,Urban +Wells County,North Dakota,38103,38,103,3942,61346,Rural +Williams County,North Dakota,38105,38,105,39368,90224,Urban +Adams County,Ohio,39001,39,001,27510,49521,Urban +Allen County,Ohio,39003,39,003,101685,62001,Urban +Ashland County,Ohio,39005,39,005,52296,64991,Urban +Ashtabula County,Ohio,39007,39,007,97343,55507,Urban +Athens County,Ohio,39009,39,009,61573,53837,Urban +Auglaize County,Ohio,39011,39,011,46209,76454,Urban +Belmont County,Ohio,39013,39,013,65982,58411,Urban +Brown County,Ohio,39015,39,015,43710,69990,Urban +Butler County,Ohio,39017,39,017,389910,81194,Urban +Carroll County,Ohio,39019,39,019,26731,64675,Urban +Champaign County,Ohio,39021,39,021,38772,74239,Urban +Clark County,Ohio,39023,39,023,135445,60846,Urban +Clermont County,Ohio,39025,39,025,209862,83178,Urban +Clinton County,Ohio,39027,39,027,42014,68125,Urban +Columbiana County,Ohio,39029,39,029,101203,58474,Urban +Coshocton County,Ohio,39031,39,031,36679,54687,Urban +Crawford County,Ohio,39033,39,033,41767,55477,Urban +Cuyahoga County,Ohio,39035,39,035,1249418,62823,Urban +Darke County,Ohio,39037,39,037,51655,64654,Urban +Defiance County,Ohio,39039,39,039,38258,73615,Urban +Delaware County,Ohio,39041,39,041,221160,130088,Urban +Erie County,Ohio,39043,39,043,74938,68431,Urban +Fairfield County,Ohio,39045,39,045,161289,87069,Urban +Fayette County,Ohio,39047,39,047,28880,60047,Urban +Franklin County,Ohio,39049,39,049,1321635,73795,Urban +Fulton County,Ohio,39051,39,051,42434,72866,Urban +Gallia County,Ohio,39053,39,053,29162,56455,Urban +Geauga County,Ohio,39055,39,055,95479,100783,Urban +Greene County,Ohio,39057,39,057,168531,85218,Urban +Guernsey County,Ohio,39059,39,059,38283,55756,Urban +Hamilton County,Ohio,39061,39,061,827878,70816,Urban +Hancock County,Ohio,39063,39,063,74885,69699,Urban +Hardin County,Ohio,39065,39,065,30527,58001,Urban +Harrison County,Ohio,39067,39,067,14408,53851,Rural +Henry County,Ohio,39069,39,069,27581,79267,Urban +Highland County,Ohio,39071,39,071,43403,62008,Urban +Hocking County,Ohio,39073,39,073,27938,61366,Urban +Holmes County,Ohio,39075,39,075,44312,74774,Urban +Huron County,Ohio,39077,39,077,58412,65972,Urban +Jackson County,Ohio,39079,39,079,32588,58409,Urban +Jefferson County,Ohio,39081,39,081,64855,56983,Urban +Knox County,Ohio,39083,39,083,62888,73988,Urban +Lake County,Ohio,39085,39,085,232101,77952,Urban +Lawrence County,Ohio,39087,39,087,57385,54842,Urban +Licking County,Ohio,39089,39,089,180311,81033,Urban +Logan County,Ohio,39091,39,091,46140,69183,Urban +Lorain County,Ohio,39093,39,093,314588,70693,Urban +Lucas County,Ohio,39095,39,095,428748,60095,Urban +Madison County,Ohio,39097,39,097,44126,83229,Urban +Mahoning County,Ohio,39099,39,099,227063,55576,Urban +Marion County,Ohio,39101,39,101,65145,57306,Urban +Medina County,Ohio,39103,39,103,183049,92660,Urban +Meigs County,Ohio,39105,39,105,22072,46701,Rural +Mercer County,Ohio,39107,39,107,42438,78036,Urban +Miami County,Ohio,39109,39,109,109549,74175,Urban +Monroe County,Ohio,39111,39,111,13308,58962,Rural +Montgomery County,Ohio,39113,39,113,535528,64403,Urban +Morgan County,Ohio,39115,39,115,13758,55971,Rural +Morrow County,Ohio,39117,39,117,35214,71047,Urban +Muskingum County,Ohio,39119,39,119,86382,59203,Urban +Noble County,Ohio,39121,39,121,14252,55360,Rural +Ottawa County,Ohio,39123,39,123,40161,75728,Urban +Paulding County,Ohio,39125,39,125,18800,68167,Rural +Perry County,Ohio,39127,39,127,35474,64737,Urban +Pickaway County,Ohio,39129,39,129,59407,72927,Urban +Pike County,Ohio,39131,39,131,27080,49552,Urban +Portage County,Ohio,39133,39,133,161421,72822,Urban +Preble County,Ohio,39135,39,135,40802,71237,Urban +Putnam County,Ohio,39137,39,137,34352,82785,Urban +Richland County,Ohio,39139,39,139,125138,57649,Urban +Ross County,Ohio,39141,39,141,76748,59819,Urban +Sandusky County,Ohio,39143,39,143,58770,62500,Urban +Scioto County,Ohio,39145,39,145,73118,49571,Urban +Seneca County,Ohio,39147,39,147,54861,65020,Urban +Shelby County,Ohio,39149,39,149,48007,72822,Urban +Stark County,Ohio,39151,39,151,373764,65740,Urban +Summit County,Ohio,39153,39,153,538087,71016,Urban +Trumbull County,Ohio,39155,39,155,201367,55088,Urban +Tuscarawas County,Ohio,39157,39,157,92585,64494,Urban +Union County,Ohio,39159,39,159,65293,109506,Urban +Van Wert County,Ohio,39161,39,161,28824,65344,Urban +Vinton County,Ohio,39163,39,163,12686,53813,Rural +Warren County,Ohio,39165,39,165,246364,107843,Urban +Washington County,Ohio,39167,39,167,59318,61355,Urban +Wayne County,Ohio,39169,39,169,116618,71769,Urban +Williams County,Ohio,39171,39,171,36862,61834,Urban +Wood County,Ohio,39173,39,173,131795,73124,Urban +Wyandot County,Ohio,39175,39,175,21699,71878,Rural +Adair County,Oklahoma,40001,40,001,19595,48028,Rural +Alfalfa County,Oklahoma,40003,40,003,5685,67870,Rural +Atoka County,Oklahoma,40005,40,005,14255,52034,Rural +Beaver County,Oklahoma,40007,40,007,5041,64266,Rural +Beckham County,Oklahoma,40009,40,009,22202,52323,Rural +Blaine County,Oklahoma,40011,40,011,8603,59304,Rural +Bryan County,Oklahoma,40013,40,013,47237,54280,Urban +Caddo County,Oklahoma,40015,40,015,26626,52817,Urban +Canadian County,Oklahoma,40017,40,017,162621,85427,Urban +Carter County,Oklahoma,40019,40,019,48255,58856,Urban +Cherokee County,Oklahoma,40021,40,021,47621,53668,Urban +Choctaw County,Oklahoma,40023,40,023,14299,45456,Rural +Cimarron County,Oklahoma,40025,40,025,2247,57204,Rural +Cleveland County,Oklahoma,40027,40,027,297545,74446,Urban +Coal County,Oklahoma,40029,40,029,5275,48162,Rural +Comanche County,Oklahoma,40031,40,031,121699,59000,Urban +Cotton County,Oklahoma,40033,40,033,5475,60313,Rural +Craig County,Oklahoma,40035,40,035,14215,50182,Rural +Creek County,Oklahoma,40037,40,037,72353,61849,Urban +Custer County,Oklahoma,40039,40,039,28332,57562,Urban +Delaware County,Oklahoma,40041,40,041,41017,55114,Urban +Dewey County,Oklahoma,40043,40,043,4433,60550,Rural +Ellis County,Oklahoma,40045,40,045,3717,56992,Rural +Garfield County,Oklahoma,40047,40,047,62322,67302,Urban +Garvin County,Oklahoma,40049,40,049,25779,57127,Rural +Grady County,Oklahoma,40051,40,051,55868,75730,Urban +Grant County,Oklahoma,40053,40,053,4137,61824,Rural +Greer County,Oklahoma,40055,40,055,5498,60183,Rural +Harmon County,Oklahoma,40057,40,057,2452,54286,Rural +Harper County,Oklahoma,40059,40,059,3231,59191,Rural +Haskell County,Oklahoma,40061,40,061,11667,49930,Rural +Hughes County,Oklahoma,40063,40,063,13411,47923,Rural +Jackson County,Oklahoma,40065,40,065,24730,61497,Rural +Jefferson County,Oklahoma,40067,40,067,5377,48750,Rural +Johnston County,Oklahoma,40069,40,069,10334,50911,Rural +Kay County,Oklahoma,40071,40,071,43731,56673,Urban +Kingfisher County,Oklahoma,40073,40,073,15288,70617,Rural +Kiowa County,Oklahoma,40075,40,075,8458,42063,Rural +Latimer County,Oklahoma,40077,40,077,9495,41048,Rural +Le Flore County,Oklahoma,40079,40,079,48728,50027,Urban +Lincoln County,Oklahoma,40081,40,081,33917,59425,Urban +Logan County,Oklahoma,40083,40,083,50905,82735,Urban +Love County,Oklahoma,40085,40,085,10196,62940,Rural +McClain County,Oklahoma,40087,40,087,43779,84778,Urban +McCurtain County,Oklahoma,40089,40,089,30825,50175,Urban +McIntosh County,Oklahoma,40091,40,091,19237,46203,Rural +Major County,Oklahoma,40093,40,093,7656,69229,Rural +Marshall County,Oklahoma,40095,40,095,15628,56495,Rural +Mayes County,Oklahoma,40097,40,097,39406,57279,Urban +Murray County,Oklahoma,40099,40,099,13807,61904,Rural +Muskogee County,Oklahoma,40101,40,101,66471,51999,Urban +Noble County,Oklahoma,40103,40,103,10909,70071,Rural +Nowata County,Oklahoma,40105,40,105,9392,52679,Rural +Okfuskee County,Oklahoma,40107,40,107,11304,45441,Rural +Oklahoma County,Oklahoma,40109,40,109,800487,65374,Urban +Okmulgee County,Oklahoma,40111,40,111,36922,53123,Urban +Osage County,Oklahoma,40113,40,113,45963,60482,Urban +Ottawa County,Oklahoma,40115,40,115,30360,48656,Urban +Pawnee County,Oklahoma,40117,40,117,15689,57551,Rural +Payne County,Oklahoma,40119,40,119,82290,48937,Urban +Pittsburg County,Oklahoma,40121,40,121,43629,54787,Urban +Pontotoc County,Oklahoma,40123,40,123,38158,62564,Urban +Pottawatomie County,Oklahoma,40125,40,125,73011,60828,Urban +Pushmataha County,Oklahoma,40127,40,127,10787,44634,Rural +Roger Mills County,Oklahoma,40129,40,129,3378,62721,Rural +Rogers County,Oklahoma,40131,40,131,97235,77688,Urban +Seminole County,Oklahoma,40133,40,133,23550,46191,Rural +Sequoyah County,Oklahoma,40135,40,135,39676,49795,Urban +Stephens County,Oklahoma,40137,40,137,43314,60236,Urban +Texas County,Oklahoma,40139,40,139,20880,59275,Rural +Tillman County,Oklahoma,40141,40,141,6967,47445,Rural +Tulsa County,Oklahoma,40143,40,143,673708,67317,Urban +Wagoner County,Oklahoma,40145,40,145,84339,78520,Urban +Washington County,Oklahoma,40147,40,147,52895,61205,Urban +Washita County,Oklahoma,40149,40,149,10857,61980,Rural +Woods County,Oklahoma,40151,40,151,8619,50512,Rural +Woodward County,Oklahoma,40153,40,153,20260,65060,Rural +Baker County,Oregon,41001,41,001,16796,57844,Rural +Benton County,Oregon,41003,41,003,96359,76011,Urban +Clackamas County,Oregon,41005,41,005,422308,100360,Urban +Clatsop County,Oregon,41007,41,007,41343,68705,Urban +Columbia County,Oregon,41009,41,009,53178,86359,Urban +Coos County,Oregon,41011,41,011,64832,60313,Urban +Crook County,Oregon,41013,41,013,25651,81675,Rural +Curry County,Oregon,41015,41,015,23463,64769,Rural +Deschutes County,Oregon,41017,41,017,203026,87640,Urban +Douglas County,Oregon,41019,41,019,111807,58983,Urban +Gilliam County,Oregon,41021,41,021,2002,64219,Rural +Grant County,Oregon,41023,41,023,7238,59800,Rural +Harney County,Oregon,41025,41,025,7515,48338,Rural +Hood River County,Oregon,41027,41,027,23958,82095,Rural +Jackson County,Oregon,41029,41,029,222563,71443,Urban +Jefferson County,Oregon,41031,41,031,24973,73051,Rural +Josephine County,Oregon,41033,41,033,88069,59097,Urban +Klamath County,Oregon,41035,41,035,69812,59353,Urban +Lake County,Oregon,41037,41,037,8254,61222,Rural +Lane County,Oregon,41039,41,039,382628,69311,Urban +Lincoln County,Oregon,41041,41,041,50632,61314,Urban +Linn County,Oregon,41043,41,043,129794,73396,Urban +Malheur County,Oregon,41045,41,045,31701,49902,Urban +Marion County,Oregon,41047,41,047,346532,74624,Urban +Morrow County,Oregon,41049,41,049,12249,70217,Rural +Multnomah County,Oregon,41051,41,051,803863,86247,Urban +Polk County,Oregon,41053,41,053,88553,81318,Urban +Sherman County,Oregon,41055,41,055,1908,59500,Rural +Tillamook County,Oregon,41057,41,057,27471,66551,Urban +Umatilla County,Oregon,41059,41,059,80087,68958,Urban +Union County,Oregon,41061,41,061,26192,64212,Urban +Wallowa County,Oregon,41063,41,063,7532,65559,Rural +Wasco County,Oregon,41065,41,065,26603,63602,Urban +Washington County,Oregon,41067,41,067,600266,104434,Urban +Wheeler County,Oregon,41069,41,069,1434,51250,Rural +Yamhill County,Oregon,41071,41,071,108122,87084,Urban +Adams County,Pennsylvania,42001,42,001,105183,81071,Urban +Allegheny County,Pennsylvania,42003,42,003,1240476,76393,Urban +Armstrong County,Pennsylvania,42005,42,005,65069,64295,Urban +Beaver County,Pennsylvania,42007,42,007,166993,70156,Urban +Bedford County,Pennsylvania,42009,42,009,47503,60302,Urban +Berks County,Pennsylvania,42011,42,011,429989,77684,Urban +Blair County,Pennsylvania,42013,42,013,121854,60594,Urban +Bradford County,Pennsylvania,42015,42,015,59971,62482,Urban +Bucks County,Pennsylvania,42017,42,017,645993,111951,Urban +Butler County,Pennsylvania,42019,42,019,195870,86775,Urban +Cambria County,Pennsylvania,42021,42,021,132355,56292,Urban +Cameron County,Pennsylvania,42023,42,023,4475,47681,Rural +Carbon County,Pennsylvania,42025,42,025,65191,67877,Urban +Centre County,Pennsylvania,42027,42,027,158041,72748,Urban +Chester County,Pennsylvania,42029,42,029,540896,123041,Urban +Clarion County,Pennsylvania,42031,42,031,37297,60668,Urban +Clearfield County,Pennsylvania,42033,42,033,78902,60181,Urban +Clinton County,Pennsylvania,42035,42,035,37707,58842,Urban +Columbia County,Pennsylvania,42037,42,037,65055,61992,Urban +Crawford County,Pennsylvania,42039,42,039,83189,60254,Urban +Cumberland County,Pennsylvania,42041,42,041,264422,85634,Urban +Dauphin County,Pennsylvania,42043,42,043,287484,74159,Urban +Delaware County,Pennsylvania,42045,42,045,576195,88576,Urban +Elk County,Pennsylvania,42047,42,047,30703,64103,Urban +Erie County,Pennsylvania,42049,42,049,269544,61476,Urban +Fayette County,Pennsylvania,42051,42,051,126967,56093,Urban +Forest County,Pennsylvania,42053,42,053,6785,50061,Rural +Franklin County,Pennsylvania,42055,42,055,156626,74946,Urban +Fulton County,Pennsylvania,42057,42,057,14545,64798,Rural +Greene County,Pennsylvania,42059,42,059,35265,66870,Urban +Huntingdon County,Pennsylvania,42061,42,061,43844,65429,Urban +Indiana County,Pennsylvania,42063,42,063,83213,58739,Urban +Jefferson County,Pennsylvania,42065,42,065,44099,56898,Urban +Juniata County,Pennsylvania,42067,42,067,23419,63923,Rural +Lackawanna County,Pennsylvania,42069,42,069,215834,64691,Urban +Lancaster County,Pennsylvania,42071,42,071,555151,83703,Urban +Lawrence County,Pennsylvania,42073,42,073,85423,60779,Urban +Lebanon County,Pennsylvania,42075,42,075,143592,76350,Urban +Lehigh County,Pennsylvania,42077,42,077,375408,77493,Urban +Luzerne County,Pennsylvania,42079,42,079,325978,62321,Urban +Lycoming County,Pennsylvania,42081,42,081,113570,64412,Urban +McKean County,Pennsylvania,42083,42,083,40149,61705,Urban +Mercer County,Pennsylvania,42085,42,085,109852,60614,Urban +Mifflin County,Pennsylvania,42087,42,087,46074,61415,Urban +Monroe County,Pennsylvania,42089,42,089,167784,82374,Urban +Montgomery County,Pennsylvania,42091,42,091,861225,111521,Urban +Montour County,Pennsylvania,42093,42,093,18079,72926,Rural +Northampton County,Pennsylvania,42095,42,095,315927,86687,Urban +Northumberland County,Pennsylvania,42097,42,097,90925,57948,Urban +Perry County,Pennsylvania,42099,42,099,45988,78824,Urban +Philadelphia County,Pennsylvania,42101,42,101,1582432,60698,Urban +Pike County,Pennsylvania,42103,42,103,59691,79318,Urban +Potter County,Pennsylvania,42105,42,105,16276,59840,Rural +Schuylkill County,Pennsylvania,42107,42,107,143259,66901,Urban +Snyder County,Pennsylvania,42109,42,109,39711,68435,Urban +Somerset County,Pennsylvania,42111,42,111,73255,59378,Urban +Sullivan County,Pennsylvania,42113,42,113,5849,64758,Rural +Susquehanna County,Pennsylvania,42115,42,115,38349,66930,Urban +Tioga County,Pennsylvania,42117,42,117,41078,62932,Urban +Union County,Pennsylvania,42119,42,119,42570,72894,Urban +Venango County,Pennsylvania,42121,42,121,50096,61626,Urban +Warren County,Pennsylvania,42123,42,123,38174,59013,Urban +Washington County,Pennsylvania,42125,42,125,209778,77487,Urban +Wayne County,Pennsylvania,42127,42,127,51189,62182,Urban +Westmoreland County,Pennsylvania,42129,42,129,353345,72468,Urban +Wyoming County,Pennsylvania,42131,42,131,26075,70268,Urban +York County,Pennsylvania,42133,42,133,459312,82238,Urban +Bristol County,Rhode Island,44001,44,001,50568,110926,Urban +Kent County,Rhode Island,44003,44,003,170658,91278,Urban +Newport County,Rhode Island,44005,44,005,85095,100859,Urban +Providence County,Rhode Island,44007,44,007,658977,78204,Urban +Washington County,Rhode Island,44009,44,009,130073,102478,Urban +Abbeville County,South Carolina,45001,45,001,24352,52112,Rural +Aiken County,South Carolina,45003,45,003,171949,67940,Urban +Allendale County,South Carolina,45005,45,005,7738,31603,Rural +Anderson County,South Carolina,45007,45,007,207218,64683,Urban +Bamberg County,South Carolina,45009,45,009,13164,43206,Rural +Barnwell County,South Carolina,45011,45,011,20565,41800,Rural +Beaufort County,South Carolina,45013,45,013,192123,84819,Urban +Berkeley County,South Carolina,45015,45,015,238723,82327,Urban +Calhoun County,South Carolina,45017,45,017,14150,56690,Rural +Charleston County,South Carolina,45019,45,019,414711,84320,Urban +Cherokee County,South Carolina,45021,45,021,56299,49047,Urban +Chester County,South Carolina,45023,45,023,32177,51216,Urban +Chesterfield County,South Carolina,45025,45,025,43575,47620,Urban +Clarendon County,South Carolina,45027,45,027,31037,48887,Urban +Colleton County,South Carolina,45029,45,029,38623,48779,Urban +Darlington County,South Carolina,45031,45,031,62754,47419,Urban +Dillon County,South Carolina,45033,45,033,28031,44038,Urban +Dorchester County,South Carolina,45035,45,035,164322,76896,Urban +Edgefield County,South Carolina,45037,45,037,26508,67092,Urban +Fairfield County,South Carolina,45039,45,039,20741,46972,Rural +Florence County,South Carolina,45041,45,041,136921,56650,Urban +Georgetown County,South Carolina,45043,45,043,64200,66734,Urban +Greenville County,South Carolina,45045,45,045,537575,74624,Urban +Greenwood County,South Carolina,45047,45,047,69329,50635,Urban +Hampton County,South Carolina,45049,45,049,18555,43059,Rural +Horry County,South Carolina,45051,45,051,368937,64623,Urban +Jasper County,South Carolina,45053,45,053,30658,63503,Urban +Kershaw County,South Carolina,45055,45,055,66924,64343,Urban +Lancaster County,South Carolina,45057,45,057,100905,74751,Urban +Laurens County,South Carolina,45059,45,059,67904,55517,Urban +Lee County,South Carolina,45061,45,061,16330,44145,Rural +Lexington County,South Carolina,45063,45,063,300370,75014,Urban +McCormick County,South Carolina,45065,45,065,9701,55344,Rural +Marion County,South Carolina,45067,45,067,28900,34501,Urban +Marlboro County,South Carolina,45069,45,069,26285,36293,Urban +Newberry County,South Carolina,45071,45,071,38121,59670,Urban +Oconee County,South Carolina,45073,45,073,79566,60193,Urban +Orangeburg County,South Carolina,45075,45,075,83531,43214,Urban +Pickens County,South Carolina,45077,45,077,132604,59411,Urban +Richland County,South Carolina,45079,45,079,418725,61699,Urban +Saluda County,South Carolina,45081,45,081,18958,52957,Rural +Spartanburg County,South Carolina,45083,45,083,338096,64195,Urban +Sumter County,South Carolina,45085,45,085,104853,55990,Urban +Union County,South Carolina,45087,45,087,26990,41200,Urban +Williamsburg County,South Carolina,45089,45,089,30517,43471,Urban +York County,South Carolina,45091,45,091,288559,83060,Urban +Aurora County,South Dakota,46003,46,003,2573,74130,Rural +Beadle County,South Dakota,46005,46,005,19279,63082,Rural +Bennett County,South Dakota,46007,46,007,3354,44569,Rural +Bon Homme County,South Dakota,46009,46,009,7024,61275,Rural +Brookings County,South Dakota,46011,46,011,34968,67341,Urban +Brown County,South Dakota,46013,46,013,38079,70239,Urban +Brule County,South Dakota,46015,46,015,5261,74043,Rural +Buffalo County,South Dakota,46017,46,017,1757,47000,Rural +Butte County,South Dakota,46019,46,019,10538,67692,Rural +Campbell County,South Dakota,46021,46,021,1481,65000,Rural +Charles Mix County,South Dakota,46023,46,023,9281,64850,Rural +Clark County,South Dakota,46025,46,025,3876,62885,Rural +Clay County,South Dakota,46027,46,027,15133,58794,Rural +Codington County,South Dakota,46029,46,029,28556,65080,Urban +Corson County,South Dakota,46031,46,031,3859,43750,Rural +Custer County,South Dakota,46033,46,033,8686,81958,Rural +Davison County,South Dakota,46035,46,035,19936,61401,Rural +Day County,South Dakota,46037,46,037,5460,62270,Rural +Deuel County,South Dakota,46039,46,039,4318,79556,Rural +Dewey County,South Dakota,46041,46,041,5230,57928,Rural +Douglas County,South Dakota,46043,46,043,2823,78125,Rural +Edmunds County,South Dakota,46045,46,045,4033,77266,Rural +Fall River County,South Dakota,46047,46,047,7179,61056,Rural +Faulk County,South Dakota,46049,46,049,2137,58000,Rural +Grant County,South Dakota,46051,46,051,7544,73818,Rural +Gregory County,South Dakota,46053,46,053,3993,52432,Rural +Haakon County,South Dakota,46055,46,055,1708,59231,Rural +Hamlin County,South Dakota,46057,46,057,6288,83194,Rural +Hand County,South Dakota,46059,46,059,3045,72054,Rural +Hanson County,South Dakota,46061,46,061,3473,86375,Rural +Harding County,South Dakota,46063,46,063,1092,74766,Rural +Hughes County,South Dakota,46065,46,065,17732,78981,Rural +Hutchinson County,South Dakota,46067,46,067,7393,74459,Rural +Hyde County,South Dakota,46069,46,069,1305,74279,Rural +Jackson County,South Dakota,46071,46,071,2826,26686,Rural +Jerauld County,South Dakota,46073,46,073,1845,75417,Rural +Jones County,South Dakota,46075,46,075,1030,64688,Rural +Kingsbury County,South Dakota,46077,46,077,5210,70221,Rural +Lake County,South Dakota,46079,46,079,11052,73792,Rural +Lawrence County,South Dakota,46081,46,081,26574,66766,Urban +Lincoln County,South Dakota,46083,46,083,68286,96552,Urban +Lyman County,South Dakota,46085,46,085,3717,61169,Rural +McCook County,South Dakota,46087,46,087,5732,80847,Rural +McPherson County,South Dakota,46089,46,089,2278,62024,Rural +Marshall County,South Dakota,46091,46,091,4355,72500,Rural +Meade County,South Dakota,46093,46,093,30297,74161,Urban +Mellette County,South Dakota,46095,46,095,2043,51364,Rural +Miner County,South Dakota,46097,46,097,2299,72589,Rural +Minnehaha County,South Dakota,46099,46,099,200689,76074,Urban +Moody County,South Dakota,46101,46,101,6371,77500,Rural +Oglala Lakota County,South Dakota,46102,46,102,13587,34769,Rural +Pennington County,South Dakota,46103,46,103,112081,70768,Urban +Perkins County,South Dakota,46105,46,105,3058,65455,Rural +Potter County,South Dakota,46107,46,107,2430,71726,Rural +Roberts County,South Dakota,46109,46,109,10219,63691,Rural +Sanborn County,South Dakota,46111,46,111,2370,69870,Rural +Spink County,South Dakota,46115,46,115,6283,73011,Rural +Stanley County,South Dakota,46117,46,117,3012,77000,Rural +Sully County,South Dakota,46119,46,119,1481,70250,Rural +Todd County,South Dakota,46121,46,121,9293,39148,Rural +Tripp County,South Dakota,46123,46,123,5607,58854,Rural +Turner County,South Dakota,46125,46,125,8772,75283,Rural +Union County,South Dakota,46127,46,127,16916,84137,Rural +Walworth County,South Dakota,46129,46,129,5298,62722,Rural +Yankton County,South Dakota,46135,46,135,23379,73855,Rural +Ziebach County,South Dakota,46137,46,137,2410,47333,Rural +Anderson County,Tennessee,47001,47,001,78175,63171,Urban +Bedford County,Tennessee,47003,47,003,51291,62197,Urban +Benton County,Tennessee,47005,47,005,15948,50435,Rural +Bledsoe County,Tennessee,47007,47,007,14905,49655,Rural +Blount County,Tennessee,47009,47,009,137747,74607,Urban +Bradley County,Tennessee,47011,47,011,109743,63789,Urban +Campbell County,Tennessee,47013,47,013,39568,50260,Urban +Cannon County,Tennessee,47015,47,015,14661,58092,Rural +Carroll County,Tennessee,47017,47,017,28461,50391,Urban +Carter County,Tennessee,47019,47,019,56462,48435,Urban +Cheatham County,Tennessee,47021,47,021,41500,82015,Urban +Chester County,Tennessee,47023,47,023,17452,60543,Rural +Claiborne County,Tennessee,47025,47,025,32221,46587,Urban +Clay County,Tennessee,47027,47,027,7621,44712,Rural +Cocke County,Tennessee,47029,47,029,36503,48416,Urban +Coffee County,Tennessee,47031,47,031,58940,60656,Urban +Crockett County,Tennessee,47033,47,033,13937,59049,Rural +Cumberland County,Tennessee,47035,47,035,62529,58475,Urban +Davidson County,Tennessee,47037,47,037,709846,75664,Urban +Decatur County,Tennessee,47039,47,039,11499,46190,Rural +DeKalb County,Tennessee,47041,47,041,20551,48484,Rural +Dickson County,Tennessee,47043,47,043,55197,73223,Urban +Dyer County,Tennessee,47045,47,045,36681,54973,Urban +Fayette County,Tennessee,47047,47,047,42653,84764,Urban +Fentress County,Tennessee,47049,47,049,18948,50865,Rural +Franklin County,Tennessee,47051,47,051,43478,61553,Urban +Gibson County,Tennessee,47053,47,053,50610,59009,Urban +Giles County,Tennessee,47055,47,055,30442,61476,Urban +Grainger County,Tennessee,47057,47,057,23929,51351,Rural +Greene County,Tennessee,47059,47,059,70919,54071,Urban +Grundy County,Tennessee,47061,47,061,13665,45573,Rural +Hamblen County,Tennessee,47063,47,063,64930,52794,Urban +Hamilton County,Tennessee,47065,47,065,370913,72568,Urban +Hancock County,Tennessee,47067,47,067,6790,31995,Rural +Hardeman County,Tennessee,47069,47,069,25477,46173,Rural +Hardin County,Tennessee,47071,47,071,26939,49149,Urban +Hawkins County,Tennessee,47073,47,073,57446,55278,Urban +Haywood County,Tennessee,47075,47,075,17672,43513,Rural +Henderson County,Tennessee,47077,47,077,27906,53471,Urban +Henry County,Tennessee,47079,47,079,32345,48540,Urban +Hickman County,Tennessee,47081,47,081,25229,57223,Rural +Houston County,Tennessee,47083,47,083,8293,54475,Rural +Humphreys County,Tennessee,47085,47,085,19074,59333,Rural +Jackson County,Tennessee,47087,47,087,11882,41475,Rural +Jefferson County,Tennessee,47089,47,089,55835,63084,Urban +Johnson County,Tennessee,47091,47,091,18073,52152,Rural +Knox County,Tennessee,47093,47,093,487401,71662,Urban +Lake County,Tennessee,47095,47,095,6691,30500,Rural +Lauderdale County,Tennessee,47097,47,097,24933,49205,Rural +Lawrence County,Tennessee,47099,47,099,44901,53233,Urban +Lewis County,Tennessee,47101,47,101,12784,49477,Rural +Lincoln County,Tennessee,47103,47,103,35617,63115,Urban +Loudon County,Tennessee,47105,47,105,56996,80296,Urban +McMinn County,Tennessee,47107,47,107,54135,59674,Urban +McNairy County,Tennessee,47109,47,109,25933,50714,Rural +Macon County,Tennessee,47111,47,111,25793,56269,Rural +Madison County,Tennessee,47113,47,113,98845,58189,Urban +Marion County,Tennessee,47115,47,115,29010,58103,Urban +Marshall County,Tennessee,47117,47,117,35276,70829,Urban +Maury County,Tennessee,47119,47,119,104855,74162,Urban +Meigs County,Tennessee,47121,47,121,13076,58395,Rural +Monroe County,Tennessee,47123,47,123,47054,56648,Urban +Montgomery County,Tennessee,47125,47,125,227957,72365,Urban +Moore County,Tennessee,47127,47,127,6611,66687,Rural +Morgan County,Tennessee,47129,47,129,21193,57408,Rural +Obion County,Tennessee,47131,47,131,30570,53102,Urban +Overton County,Tennessee,47133,47,133,22807,46159,Rural +Perry County,Tennessee,47135,47,135,8561,50489,Rural +Pickett County,Tennessee,47137,47,137,5062,44591,Rural +Polk County,Tennessee,47139,47,139,17702,60227,Rural +Putnam County,Tennessee,47141,47,141,81366,56537,Urban +Rhea County,Tennessee,47143,47,143,33299,58133,Urban +Roane County,Tennessee,47145,47,145,54403,66218,Urban +Robertson County,Tennessee,47147,47,147,74291,78439,Urban +Rutherford County,Tennessee,47149,47,149,351591,82588,Urban +Scott County,Tennessee,47151,47,151,21969,42679,Rural +Sequatchie County,Tennessee,47153,47,153,16409,52260,Rural +Sevier County,Tennessee,47155,47,155,98802,63829,Urban +Shelby County,Tennessee,47157,47,157,922195,62337,Urban +Smith County,Tennessee,47159,47,159,20196,62799,Rural +Stewart County,Tennessee,47161,47,161,13859,62052,Rural +Sullivan County,Tennessee,47163,47,163,159693,56802,Urban +Sumner County,Tennessee,47165,47,165,200553,86005,Urban +Tipton County,Tennessee,47167,47,167,61339,71736,Urban +Trousdale County,Tennessee,47169,47,169,11805,63190,Rural +Unicoi County,Tennessee,47171,47,171,17779,50381,Rural +Union County,Tennessee,47173,47,173,20141,61858,Rural +Van Buren County,Tennessee,47175,47,175,6293,60281,Rural +Warren County,Tennessee,47177,47,177,41587,54088,Urban +Washington County,Tennessee,47179,47,179,134693,61051,Urban +Wayne County,Tennessee,47181,47,181,16251,52824,Rural +Weakley County,Tennessee,47183,47,183,32959,49502,Urban +White County,Tennessee,47185,47,185,27764,52206,Urban +Williamson County,Tennessee,47187,47,187,254609,131202,Urban +Wilson County,Tennessee,47189,47,189,153587,94048,Urban +Anderson County,Texas,48001,48,001,57825,58846,Urban +Andrews County,Texas,48003,48,003,18518,76902,Rural +Angelina County,Texas,48005,48,005,86791,58847,Urban +Aransas County,Texas,48007,48,007,24449,61754,Rural +Archer County,Texas,48009,48,009,8734,71958,Rural +Armstrong County,Texas,48011,48,011,1883,68462,Rural +Atascosa County,Texas,48013,48,013,50058,69413,Urban +Austin County,Texas,48015,48,015,30712,75994,Urban +Bailey County,Texas,48017,48,017,7044,70625,Rural +Bandera County,Texas,48019,48,019,21589,69703,Rural +Bastrop County,Texas,48021,48,021,102370,82730,Urban +Baylor County,Texas,48023,48,023,3464,42313,Rural +Bee County,Texas,48025,48,025,31000,56075,Urban +Bell County,Texas,48027,48,027,379811,66051,Urban +Bexar County,Texas,48029,48,029,2037344,70571,Urban +Blanco County,Texas,48031,48,031,12008,87564,Rural +Borden County,Texas,48033,48,033,723,64250,Rural +Bosque County,Texas,48035,48,035,18546,69339,Rural +Bowie County,Texas,48037,48,037,92321,59295,Urban +Brazoria County,Texas,48039,48,039,381650,95155,Urban +Brazos County,Texas,48041,48,041,237980,58388,Urban +Brewster County,Texas,48043,48,043,9464,52612,Rural +Briscoe County,Texas,48045,48,045,1223,41188,Rural +Brooks County,Texas,48047,48,047,6987,31310,Rural +Brown County,Texas,48049,48,049,38294,55305,Urban +Burleson County,Texas,48051,48,051,18327,72888,Rural +Burnet County,Texas,48053,48,053,51064,77158,Urban +Caldwell County,Texas,48055,48,055,47184,68503,Urban +Calhoun County,Texas,48057,48,057,19921,71870,Rural +Callahan County,Texas,48059,48,059,14017,68455,Rural +Cameron County,Texas,48061,48,061,423192,51334,Urban +Camp County,Texas,48063,48,063,12652,55061,Rural +Carson County,Texas,48065,48,065,5802,84583,Rural +Cass County,Texas,48067,48,067,28582,54328,Urban +Castro County,Texas,48069,48,069,7328,63485,Rural +Chambers County,Texas,48071,48,071,49178,108114,Urban +Cherokee County,Texas,48073,48,073,51143,59830,Urban +Childress County,Texas,48075,48,075,6772,60333,Rural +Clay County,Texas,48077,48,077,10402,77355,Rural +Cochran County,Texas,48079,48,079,2520,42137,Rural +Coke County,Texas,48081,48,081,3315,46431,Rural +Coleman County,Texas,48083,48,083,7765,52364,Rural +Collin County,Texas,48085,48,085,1116601,117588,Urban +Collingsworth County,Texas,48087,48,087,2733,60165,Rural +Colorado County,Texas,48089,48,089,20736,68554,Rural +Comal County,Texas,48091,48,091,174552,99015,Urban +Comanche County,Texas,48093,48,093,13786,59946,Rural +Concho County,Texas,48095,48,095,3301,59632,Rural +Cooke County,Texas,48097,48,097,42473,72472,Urban +Coryell County,Texas,48099,48,099,83772,68904,Urban +Cottle County,Texas,48101,48,101,1302,58819,Rural +Crane County,Texas,48103,48,103,4623,59915,Rural +Crockett County,Texas,48105,48,105,2881,81739,Rural +Crosby County,Texas,48107,48,107,5072,52197,Rural +Culberson County,Texas,48109,48,109,2181,42672,Rural +Dallam County,Texas,48111,48,111,7180,72332,Rural +Dallas County,Texas,48113,48,113,2603816,74149,Urban +Dawson County,Texas,48115,48,115,12311,55789,Rural +Deaf Smith County,Texas,48117,48,117,18487,54114,Rural +Delta County,Texas,48119,48,119,5345,62855,Rural +Denton County,Texas,48121,48,121,945644,108185,Urban +DeWitt County,Texas,48123,48,123,19853,64014,Rural +Dickens County,Texas,48125,48,125,1641,50417,Rural +Dimmit County,Texas,48127,48,127,8507,33409,Rural +Donley County,Texas,48129,48,129,3276,56648,Rural +Duval County,Texas,48131,48,131,9824,50081,Rural +Eastland County,Texas,48133,48,133,17846,51741,Rural +Ector County,Texas,48135,48,135,163206,71031,Urban +Edwards County,Texas,48137,48,137,1392,38500,Rural +Ellis County,Texas,48139,48,139,203927,95898,Urban +El Paso County,Texas,48141,48,141,866275,58859,Urban +Erath County,Texas,48143,48,143,43244,65351,Urban +Falls County,Texas,48145,48,145,17063,55372,Rural +Fannin County,Texas,48147,48,147,36525,68377,Urban +Fayette County,Texas,48149,48,149,24783,76541,Rural +Fisher County,Texas,48151,48,151,3661,64700,Rural +Floyd County,Texas,48153,48,153,5294,55461,Rural +Foard County,Texas,48155,48,155,1079,42212,Rural +Fort Bend County,Texas,48157,48,157,859721,113409,Urban +Franklin County,Texas,48159,48,159,10522,66800,Rural +Freestone County,Texas,48161,48,161,19813,58460,Rural +Frio County,Texas,48163,48,163,18019,60098,Rural +Gaines County,Texas,48165,48,165,21904,76605,Rural +Galveston County,Texas,48167,48,167,354721,85348,Urban +Garza County,Texas,48169,48,169,5435,50545,Rural +Gillespie County,Texas,48171,48,171,27202,67799,Urban +Glasscock County,Texas,48173,48,173,1070,106806,Rural +Goliad County,Texas,48175,48,175,7096,59556,Rural +Gonzales County,Texas,48177,48,177,19764,59355,Rural +Gray County,Texas,48179,48,179,21131,56082,Rural +Grayson County,Texas,48181,48,181,139988,70455,Urban +Gregg County,Texas,48183,48,183,124860,64809,Urban +Grimes County,Texas,48185,48,185,30385,67080,Urban +Guadalupe County,Texas,48187,48,187,178368,93776,Urban +Hale County,Texas,48189,48,189,32247,52788,Urban +Hall County,Texas,48191,48,191,2827,46728,Rural +Hamilton County,Texas,48193,48,193,8320,55339,Rural +Hansford County,Texas,48195,48,195,5182,68299,Rural +Hardeman County,Texas,48197,48,197,3529,61179,Rural +Hardin County,Texas,48199,48,199,57126,72532,Urban +Harris County,Texas,48201,48,201,4758579,73104,Urban +Harrison County,Texas,48203,48,203,69584,66040,Urban +Hartley County,Texas,48205,48,205,5307,82122,Rural +Haskell County,Texas,48207,48,207,5390,54044,Rural +Hays County,Texas,48209,48,209,256429,85827,Urban +Hemphill County,Texas,48211,48,211,3311,72052,Rural +Henderson County,Texas,48213,48,213,83658,63955,Urban +Hidalgo County,Texas,48215,48,215,880921,52281,Urban +Hill County,Texas,48217,48,217,36664,63147,Urban +Hockley County,Texas,48219,48,219,21455,54810,Rural +Hood County,Texas,48221,48,221,64198,86802,Urban +Hopkins County,Texas,48223,48,223,37351,64725,Urban +Houston County,Texas,48225,48,225,22042,54563,Rural +Howard County,Texas,48227,48,227,33127,71457,Urban +Hudspeth County,Texas,48229,48,229,3331,39336,Rural +Hunt County,Texas,48231,48,231,104917,70112,Urban +Hutchinson County,Texas,48233,48,233,20413,65470,Rural +Irion County,Texas,48235,48,235,1432,58125,Rural +Jack County,Texas,48237,48,237,8623,65693,Rural +Jackson County,Texas,48239,48,239,15081,61752,Rural +Jasper County,Texas,48241,48,241,32807,49919,Urban +Jeff Davis County,Texas,48243,48,243,1740,32625,Rural +Jefferson County,Texas,48245,48,245,253939,59934,Urban +Jim Hogg County,Texas,48247,48,247,4797,42230,Rural +Jim Wells County,Texas,48249,48,249,38863,47492,Urban +Johnson County,Texas,48251,48,251,188820,81826,Urban +Jones County,Texas,48253,48,253,19968,63472,Rural +Karnes County,Texas,48255,48,255,14819,59103,Rural +Kaufman County,Texas,48257,48,257,160718,88606,Urban +Kendall County,Texas,48259,48,259,46971,110498,Urban +Kenedy County,Texas,48261,48,261,52,-666666666,Rural +Kent County,Texas,48263,48,263,727,71420,Rural +Kerr County,Texas,48265,48,265,53166,67927,Urban +Kimble County,Texas,48267,48,267,4355,65703,Rural +King County,Texas,48269,48,269,189,70192,Rural +Kinney County,Texas,48271,48,271,3140,66341,Rural +Kleberg County,Texas,48273,48,273,30629,57612,Urban +Knox County,Texas,48275,48,275,3322,56304,Rural +Lamar County,Texas,48277,48,277,50421,61122,Urban +Lamb County,Texas,48279,48,279,12919,56997,Rural +Lampasas County,Texas,48281,48,281,22267,76919,Rural +La Salle County,Texas,48283,48,283,6946,55469,Rural +Lavaca County,Texas,48285,48,285,20479,61768,Rural +Lee County,Texas,48287,48,287,17758,66000,Rural +Leon County,Texas,48289,48,289,16067,59975,Rural +Liberty County,Texas,48291,48,291,97993,64773,Urban +Limestone County,Texas,48293,48,293,22185,58109,Rural +Lipscomb County,Texas,48295,48,295,2964,71442,Rural +Live Oak County,Texas,48297,48,297,11444,53869,Rural +Llano County,Texas,48299,48,299,22011,65636,Rural +Loving County,Texas,48301,48,301,54,51087,Rural +Lubbock County,Texas,48303,48,303,314633,63367,Urban +Lynn County,Texas,48305,48,305,5667,57411,Rural +McCulloch County,Texas,48307,48,307,7565,51919,Rural +McLennan County,Texas,48309,48,309,263608,63888,Urban +McMullen County,Texas,48311,48,311,623,45833,Rural +Madison County,Texas,48313,48,313,13574,67128,Rural +Marion County,Texas,48315,48,315,9631,47447,Rural +Martin County,Texas,48317,48,317,5230,77083,Rural +Mason County,Texas,48319,48,319,3951,68750,Rural +Matagorda County,Texas,48321,48,321,36274,55174,Urban +Maverick County,Texas,48323,48,323,57770,51270,Urban +Medina County,Texas,48325,48,325,52419,73462,Urban +Menard County,Texas,48327,48,327,1964,48191,Rural +Midland County,Texas,48329,48,329,171496,93984,Urban +Milam County,Texas,48331,48,331,25268,59076,Rural +Mills County,Texas,48333,48,333,4499,64494,Rural +Mitchell County,Texas,48335,48,335,8989,56033,Rural +Montague County,Texas,48337,48,337,20599,62818,Rural +Montgomery County,Texas,48339,48,339,654722,97266,Urban +Moore County,Texas,48341,48,341,21234,61325,Rural +Morris County,Texas,48343,48,343,12014,55082,Rural +Motley County,Texas,48345,48,345,1267,62857,Rural +Nacogdoches County,Texas,48347,48,347,64897,51528,Urban +Navarro County,Texas,48349,48,349,53735,59310,Urban +Newton County,Texas,48351,48,351,12193,41044,Rural +Nolan County,Texas,48353,48,353,14565,50160,Rural +Nueces County,Texas,48355,48,355,352829,66021,Urban +Ochiltree County,Texas,48357,48,357,9852,64988,Rural +Oldham County,Texas,48359,48,359,2097,76402,Rural +Orange County,Texas,48361,48,361,84993,73372,Urban +Palo Pinto County,Texas,48363,48,363,28920,64972,Urban +Panola County,Texas,48365,48,365,22624,62593,Rural +Parker County,Texas,48367,48,367,158079,102099,Urban +Parmer County,Texas,48369,48,369,9752,68164,Rural +Pecos County,Texas,48371,48,371,14983,67689,Rural +Polk County,Texas,48373,48,373,51780,59066,Urban +Potter County,Texas,48375,48,375,116634,50448,Urban +Presidio County,Texas,48377,48,377,6043,29014,Rural +Rains County,Texas,48379,48,379,12505,64874,Rural +Randall County,Texas,48381,48,381,143791,80905,Urban +Reagan County,Texas,48383,48,383,3259,70288,Rural +Real County,Texas,48385,48,385,2821,45417,Rural +Red River County,Texas,48387,48,387,11621,46912,Rural +Reeves County,Texas,48389,48,389,13219,56056,Rural +Refugio County,Texas,48391,48,391,6693,58016,Rural +Roberts County,Texas,48393,48,393,785,66118,Rural +Robertson County,Texas,48395,48,395,16973,66250,Rural +Rockwall County,Texas,48397,48,397,116931,124917,Urban +Runnels County,Texas,48399,48,399,9880,63490,Rural +Rusk County,Texas,48401,48,401,52613,67506,Urban +Sabine County,Texas,48403,48,403,9998,59924,Rural +San Augustine County,Texas,48405,48,405,7889,46338,Rural +San Jacinto County,Texas,48407,48,407,27983,59526,Urban +San Patricio County,Texas,48409,48,409,69519,67512,Urban +San Saba County,Texas,48411,48,411,5802,54855,Rural +Schleicher County,Texas,48413,48,413,2426,90141,Rural +Scurry County,Texas,48415,48,415,16633,62689,Rural +Shackelford County,Texas,48417,48,417,3169,64659,Rural +Shelby County,Texas,48419,48,419,24108,50436,Rural +Sherman County,Texas,48421,48,421,2434,74167,Rural +Smith County,Texas,48423,48,423,238014,71923,Urban +Somervell County,Texas,48425,48,425,9510,83382,Rural +Starr County,Texas,48427,48,427,65809,38182,Urban +Stephens County,Texas,48429,48,429,9278,54695,Rural +Sterling County,Texas,48431,48,431,1389,78750,Rural +Stonewall County,Texas,48433,48,433,1244,61250,Rural +Sutton County,Texas,48435,48,435,3306,75000,Rural +Swisher County,Texas,48437,48,437,6981,39031,Rural +Tarrant County,Texas,48439,48,439,2135743,81905,Urban +Taylor County,Texas,48441,48,441,144259,66406,Urban +Terrell County,Texas,48443,48,443,851,46989,Rural +Terry County,Texas,48445,48,445,11699,45905,Rural +Throckmorton County,Texas,48447,48,447,1589,58864,Rural +Titus County,Texas,48449,48,449,31284,59220,Urban +Tom Green County,Texas,48451,48,451,119398,66254,Urban +Travis County,Texas,48453,48,453,1307625,97169,Urban +Trinity County,Texas,48455,48,455,13850,51663,Rural +Tyler County,Texas,48457,48,457,20084,50647,Rural +Upshur County,Texas,48459,48,459,41864,62794,Urban +Upton County,Texas,48461,48,461,3227,52321,Rural +Uvalde County,Texas,48463,48,463,24810,57849,Rural +Val Verde County,Texas,48465,48,465,47647,59673,Urban +Van Zandt County,Texas,48467,48,467,61323,68274,Urban +Victoria County,Texas,48469,48,469,91281,70101,Urban +Walker County,Texas,48471,48,471,78292,49862,Urban +Waller County,Texas,48473,48,473,59455,76135,Urban +Ward County,Texas,48475,48,475,11255,71719,Rural +Washington County,Texas,48477,48,477,36156,75085,Urban +Webb County,Texas,48479,48,479,267731,62506,Urban +Wharton County,Texas,48481,48,481,41651,66100,Urban +Wheeler County,Texas,48483,48,483,4902,67964,Rural +Wichita County,Texas,48485,48,485,129842,62168,Urban +Wilbarger County,Texas,48487,48,487,12712,51626,Rural +Willacy County,Texas,48489,48,489,20218,45645,Rural +Williamson County,Texas,48491,48,491,643889,108309,Urban +Wilson County,Texas,48493,48,493,51501,92461,Urban +Winkler County,Texas,48495,48,495,7540,91898,Rural +Wise County,Texas,48497,48,497,72359,89897,Urban +Wood County,Texas,48499,48,499,46094,62524,Urban +Yoakum County,Texas,48501,48,501,7589,82261,Rural +Young County,Texas,48503,48,503,17963,63723,Rural +Zapata County,Texas,48505,48,505,13855,36527,Rural +Zavala County,Texas,48507,48,507,9532,41887,Rural +Beaver County,Utah,49001,49,001,7172,85603,Rural +Box Elder County,Utah,49003,49,003,59725,77865,Urban +Cache County,Utah,49005,49,005,137031,78292,Urban +Carbon County,Utah,49007,49,007,20446,53673,Rural +Daggett County,Utah,49009,49,009,747,58750,Rural +Davis County,Utah,49011,49,011,366742,108058,Urban +Duchesne County,Utah,49013,49,013,19932,74738,Rural +Emery County,Utah,49015,49,015,9968,69956,Rural +Garfield County,Utah,49017,49,017,5170,61688,Rural +Grand County,Utah,49019,49,019,9697,62521,Rural +Iron County,Utah,49021,49,021,60201,65527,Urban +Juab County,Utah,49023,49,023,12273,89803,Rural +Kane County,Utah,49025,49,025,7996,75000,Rural +Millard County,Utah,49027,49,027,13179,70877,Rural +Morgan County,Utah,49029,49,029,12585,126092,Rural +Piute County,Utah,49031,49,031,1705,44650,Rural +Rich County,Utah,49033,49,033,2588,76875,Rural +Salt Lake County,Utah,49035,49,035,1184689,94658,Urban +San Juan County,Utah,49037,49,037,14466,54890,Rural +Sanpete County,Utah,49039,49,039,29209,67459,Urban +Sevier County,Utah,49041,49,041,21854,73765,Rural +Summit County,Utah,49043,49,043,42709,137058,Urban +Tooele County,Utah,49045,49,045,76648,101846,Urban +Uintah County,Utah,49047,49,047,36458,69861,Urban +Utah County,Utah,49049,49,049,683622,96877,Urban +Wasatch County,Utah,49051,49,051,35808,115146,Urban +Washington County,Utah,49053,49,053,189827,76411,Urban +Wayne County,Utah,49055,49,055,2557,70074,Rural +Weber County,Utah,49057,49,057,266183,87083,Urban +Addison County,Vermont,50001,50,001,37497,88478,Urban +Bennington County,Vermont,50003,50,003,37312,71494,Urban +Caledonia County,Vermont,50005,50,005,30425,66075,Urban +Chittenden County,Vermont,50007,50,007,168831,94310,Urban +Essex County,Vermont,50009,50,009,5972,58985,Rural +Franklin County,Vermont,50011,50,011,50379,79078,Urban +Grand Isle County,Vermont,50013,50,013,7393,90625,Rural +Lamoille County,Vermont,50015,50,015,26036,69897,Urban +Orange County,Vermont,50017,50,017,29594,77328,Urban +Orleans County,Vermont,50019,50,019,27492,66426,Urban +Rutland County,Vermont,50021,50,021,60484,64778,Urban +Washington County,Vermont,50023,50,023,59958,79853,Urban +Windham County,Vermont,50025,50,025,45913,68021,Urban +Windsor County,Vermont,50027,50,027,57968,75247,Urban +Accomack County,Virginia,51001,51,001,33326,57500,Urban +Albemarle County,Virginia,51003,51,003,113683,102617,Urban +Alleghany County,Virginia,51005,51,005,14962,55160,Rural +Amelia County,Virginia,51007,51,007,13342,66339,Rural +Amherst County,Virginia,51009,51,009,31385,67298,Urban +Appomattox County,Virginia,51011,51,011,16424,62337,Rural +Arlington County,Virginia,51013,51,013,235463,140160,Urban +Augusta County,Virginia,51015,51,015,77713,79972,Urban +Bath County,Virginia,51017,51,017,4123,61709,Rural +Bedford County,Virginia,51019,51,019,80254,77644,Urban +Bland County,Virginia,51021,51,021,6211,61375,Rural +Botetourt County,Virginia,51023,51,023,33875,80467,Urban +Brunswick County,Virginia,51025,51,025,15868,52978,Rural +Buchanan County,Virginia,51027,51,027,19857,42216,Rural +Buckingham County,Virginia,51029,51,029,16914,59199,Rural +Campbell County,Virginia,51031,51,031,55398,62608,Urban +Caroline County,Virginia,51033,51,033,31541,86267,Urban +Carroll County,Virginia,51035,51,035,29158,52575,Urban +Charles City County,Virginia,51036,51,036,6686,70339,Rural +Charlotte County,Virginia,51037,51,037,11475,48892,Rural +Chesterfield County,Virginia,51041,51,041,371610,98910,Urban +Clarke County,Virginia,51043,51,043,15060,114185,Rural +Craig County,Virginia,51045,51,045,4881,67778,Rural +Culpeper County,Virginia,51047,51,047,53563,96098,Urban +Cumberland County,Virginia,51049,51,049,9745,57057,Rural +Dickenson County,Virginia,51051,51,051,13920,43831,Rural +Dinwiddie County,Virginia,51053,51,053,28083,83898,Urban +Essex County,Virginia,51057,51,057,10604,56481,Rural +Fairfax County,Virginia,51059,51,059,1144474,150113,Urban +Fauquier County,Virginia,51061,51,061,73935,129495,Urban +Floyd County,Virginia,51063,51,063,15560,61401,Rural +Fluvanna County,Virginia,51065,51,065,27764,91959,Urban +Franklin County,Virginia,51067,51,067,54958,68348,Urban +Frederick County,Virginia,51069,51,069,93355,95603,Urban +Giles County,Virginia,51071,51,071,16610,64819,Rural +Gloucester County,Virginia,51073,51,073,39228,83689,Urban +Goochland County,Virginia,51075,51,075,25613,118695,Rural +Grayson County,Virginia,51077,51,077,15323,42864,Rural +Greene County,Virginia,51079,51,079,20850,85268,Rural +Greensville County,Virginia,51081,51,081,11304,56759,Rural +Halifax County,Virginia,51083,51,083,33811,49244,Urban +Hanover County,Virginia,51085,51,085,111652,109504,Urban +Henrico County,Virginia,51087,51,087,334434,86397,Urban +Henry County,Virginia,51089,51,089,50365,48445,Urban +Highland County,Virginia,51091,51,091,2265,62946,Rural +Isle of Wight County,Virginia,51093,51,093,39444,96118,Urban +James City County,Virginia,51095,51,095,80046,107046,Urban +King and Queen County,Virginia,51097,51,097,6676,72851,Rural +King George County,Virginia,51099,51,099,27468,110517,Urban +King William County,Virginia,51101,51,101,18232,85212,Rural +Lancaster County,Virginia,51103,51,103,10876,67169,Rural +Lee County,Virginia,51105,51,105,22042,42269,Rural +Loudoun County,Virginia,51107,51,107,427082,178707,Urban +Louisa County,Virginia,51109,51,109,39012,80343,Urban +Lunenburg County,Virginia,51111,51,111,11990,54460,Rural +Madison County,Virginia,51113,51,113,13931,82972,Rural +Mathews County,Virginia,51115,51,115,8517,75487,Rural +Mecklenburg County,Virginia,51117,51,117,30431,51691,Urban +Middlesex County,Virginia,51119,51,119,10774,74154,Rural +Montgomery County,Virginia,51121,51,121,99159,70769,Urban +Nelson County,Virginia,51125,51,125,14777,68525,Rural +New Kent County,Virginia,51127,51,127,24139,120125,Rural +Northampton County,Virginia,51131,51,131,12115,55933,Rural +Northumberland County,Virginia,51133,51,133,12085,69500,Rural +Nottoway County,Virginia,51135,51,135,15597,62161,Rural +Orange County,Virginia,51137,51,137,37208,94175,Urban +Page County,Virginia,51139,51,139,23750,59396,Rural +Patrick County,Virginia,51141,51,141,17606,50938,Rural +Pittsylvania County,Virginia,51143,51,143,60148,54115,Urban +Powhatan County,Virginia,51145,51,145,31074,110667,Urban +Prince Edward County,Virginia,51147,51,147,21932,55082,Rural +Prince George County,Virginia,51149,51,149,42873,88225,Urban +Prince William County,Virginia,51153,51,153,484625,128873,Urban +Pulaski County,Virginia,51155,51,155,33771,60767,Urban +Rappahannock County,Virginia,51157,51,157,7409,98125,Rural +Richmond County,Virginia,51159,51,159,9047,64184,Rural +Roanoke County,Virginia,51161,51,161,96793,82931,Urban +Rockbridge County,Virginia,51163,51,163,22578,63975,Rural +Rockingham County,Virginia,51165,51,165,84739,78468,Urban +Russell County,Virginia,51167,51,167,25635,49020,Rural +Scott County,Virginia,51169,51,169,21504,45136,Rural +Shenandoah County,Virginia,51171,51,171,44630,64437,Urban +Smyth County,Virginia,51173,51,173,29585,46859,Urban +Southampton County,Virginia,51175,51,175,17988,68465,Rural +Spotsylvania County,Virginia,51177,51,177,143876,109576,Urban +Stafford County,Virginia,51179,51,179,160520,133792,Urban +Surry County,Virginia,51181,51,181,6552,71458,Rural +Sussex County,Virginia,51183,51,183,10793,62821,Rural +Tazewell County,Virginia,51185,51,185,39933,45788,Urban +Warren County,Virginia,51187,51,187,41104,84331,Urban +Washington County,Virginia,51191,51,191,53913,62774,Urban +Westmoreland County,Virginia,51193,51,193,18683,59766,Rural +Wise County,Virginia,51195,51,195,35727,50740,Urban +Wythe County,Virginia,51197,51,197,28219,55359,Urban +York County,Virginia,51199,51,199,70590,108326,Urban +Alexandria city,Virginia,51510,51,510,156788,113638,Urban +Bristol city,Virginia,51520,51,520,17024,44706,Rural +Buena Vista city,Virginia,51530,51,530,6612,54458,Rural +Charlottesville city,Virginia,51540,51,540,45863,69829,Urban +Chesapeake city,Virginia,51550,51,550,251153,94189,Urban +Colonial Heights city,Virginia,51570,51,570,18210,76250,Rural +Covington city,Virginia,51580,51,580,5671,42724,Rural +Danville city,Virginia,51590,51,590,42239,42778,Urban +Emporia city,Virginia,51595,51,595,5633,49375,Rural +Fairfax city,Virginia,51600,51,600,24478,132774,Rural +Falls Church city,Virginia,51610,51,610,14593,154734,Rural +Franklin city,Virginia,51620,51,620,8212,65125,Rural +Fredericksburg city,Virginia,51630,51,630,28383,85368,Urban +Galax city,Virginia,51640,51,640,6698,41438,Rural +Hampton city,Virginia,51650,51,650,137334,67758,Urban +Harrisonburg city,Virginia,51660,51,660,51492,59752,Urban +Hopewell city,Virginia,51670,51,670,22944,48681,Rural +Lexington city,Virginia,51678,51,678,7420,89598,Rural +Lynchburg city,Virginia,51680,51,680,79255,59808,Urban +Manassas city,Virginia,51683,51,683,42674,117919,Urban +Manassas Park city,Virginia,51685,51,685,16923,100668,Rural +Martinsville city,Virginia,51690,51,690,13584,42434,Rural +Newport News city,Virginia,51700,51,700,184774,66718,Urban +Norfolk city,Virginia,51710,51,710,235037,64017,Urban +Norton city,Virginia,51720,51,720,3620,38497,Rural +Petersburg city,Virginia,51730,51,730,33365,50741,Urban +Poquoson city,Virginia,51735,51,735,12556,120919,Rural +Portsmouth city,Virginia,51740,51,740,97299,58972,Urban +Radford city,Virginia,51750,51,750,16505,52791,Rural +Richmond city,Virginia,51760,51,760,227595,62671,Urban +Roanoke city,Virginia,51770,51,770,98677,52671,Urban +Salem city,Virginia,51775,51,775,25477,66716,Rural +Staunton city,Virginia,51790,51,790,25765,62586,Rural +Suffolk city,Virginia,51800,51,800,96638,90089,Urban +Virginia Beach city,Virginia,51810,51,810,457066,90685,Urban +Waynesboro city,Virginia,51820,51,820,22574,56364,Rural +Williamsburg city,Virginia,51830,51,830,15564,70206,Rural +Winchester city,Virginia,51840,51,840,27981,64648,Urban +Adams County,Washington,53001,53,001,20690,65042,Rural +Asotin County,Washington,53003,53,003,22424,69107,Rural +Benton County,Washington,53005,53,005,210224,87316,Urban +Chelan County,Washington,53007,53,007,79518,78306,Urban +Clallam County,Washington,53009,53,009,77593,67999,Urban +Clark County,Washington,53011,53,011,510516,94948,Urban +Columbia County,Washington,53013,53,013,3996,71528,Rural +Cowlitz County,Washington,53015,53,015,111539,72932,Urban +Douglas County,Washington,53017,53,017,43733,80374,Urban +Ferry County,Washington,53019,53,019,7326,54650,Rural +Franklin County,Washington,53021,53,021,97676,82755,Urban +Garfield County,Washington,53023,53,023,2326,62411,Rural +Grant County,Washington,53025,53,025,100428,71115,Urban +Grays Harbor County,Washington,53027,53,027,76397,63539,Urban +Island County,Washington,53029,53,029,86747,88358,Urban +Jefferson County,Washington,53031,53,031,33313,71143,Urban +King County,Washington,53033,53,033,2262713,122148,Urban +Kitsap County,Washington,53035,53,035,276581,98546,Urban +Kittitas County,Washington,53037,53,037,44736,69928,Urban +Klickitat County,Washington,53039,53,039,23082,70400,Rural +Lewis County,Washington,53041,53,041,83925,69690,Urban +Lincoln County,Washington,53043,53,043,11271,71227,Rural +Mason County,Washington,53045,53,045,66968,78359,Urban +Okanogan County,Washington,53047,53,047,42811,60293,Urban +Pacific County,Washington,53049,53,049,23750,62350,Rural +Pend Oreille County,Washington,53051,53,051,13811,63750,Rural +Pierce County,Washington,53053,53,053,924106,96632,Urban +San Juan County,Washington,53055,53,055,18266,83682,Rural +Skagit County,Washington,53057,53,057,130407,85474,Urban +Skamania County,Washington,53059,53,059,12276,90085,Rural +Snohomish County,Washington,53061,53,061,834648,107982,Urban +Spokane County,Washington,53063,53,063,544323,73513,Urban +Stevens County,Washington,53065,53,065,47470,67405,Urban +Thurston County,Washington,53067,53,067,296640,93985,Urban +Wahkiakum County,Washington,53069,53,069,4573,57091,Rural +Walla Walla County,Washington,53071,53,071,62102,72212,Urban +Whatcom County,Washington,53073,53,073,228432,80989,Urban +Whitman County,Washington,53075,53,075,47042,52893,Urban +Yakima County,Washington,53077,53,077,256605,68015,Urban +Barbour County,West Virginia,54001,54,001,15454,48347,Rural +Berkeley County,West Virginia,54003,54,003,126165,77329,Urban +Boone County,West Virginia,54005,54,005,21312,56152,Rural +Braxton County,West Virginia,54007,54,007,12345,44449,Rural +Brooke County,West Virginia,54009,54,009,22053,52116,Rural +Cabell County,West Virginia,54011,54,011,93300,52828,Urban +Calhoun County,West Virginia,54013,54,013,6158,41421,Rural +Clay County,West Virginia,54015,54,015,7946,42790,Rural +Doddridge County,West Virginia,54017,54,017,7767,61164,Rural +Fayette County,West Virginia,54019,54,019,39987,52672,Urban +Gilmer County,West Virginia,54021,54,021,7376,50991,Rural +Grant County,West Virginia,54023,54,023,10972,61530,Rural +Greenbrier County,West Virginia,54025,54,025,32688,48662,Urban +Hampshire County,West Virginia,54027,54,027,23340,60299,Rural +Hancock County,West Virginia,54029,54,029,28658,61017,Urban +Hardy County,West Virginia,54031,54,031,14236,49302,Rural +Harrison County,West Virginia,54033,54,033,65407,58326,Urban +Jackson County,West Virginia,54035,54,035,27753,55671,Urban +Jefferson County,West Virginia,54037,54,037,58546,95523,Urban +Kanawha County,West Virginia,54039,54,039,178198,58887,Urban +Lewis County,West Virginia,54041,54,041,16808,52279,Rural +Lincoln County,West Virginia,54043,54,043,20170,48593,Rural +Logan County,West Virginia,54045,54,045,31826,47237,Urban +McDowell County,West Virginia,54047,54,047,18413,29980,Rural +Marion County,West Virginia,54049,54,049,56042,67537,Urban +Marshall County,West Virginia,54051,54,051,30129,60329,Urban +Mason County,West Virginia,54053,54,053,25214,53454,Rural +Mercer County,West Virginia,54055,54,055,59062,47799,Urban +Mineral County,West Virginia,54057,54,057,26922,68049,Urban +Mingo County,West Virginia,54059,54,059,22979,39527,Rural +Monongalia County,West Virginia,54061,54,061,106520,62704,Urban +Monroe County,West Virginia,54063,54,063,12401,54508,Rural +Morgan County,West Virginia,54065,54,065,17327,63805,Rural +Nicholas County,West Virginia,54067,54,067,24446,49280,Rural +Ohio County,West Virginia,54069,54,069,41904,57867,Urban +Pendleton County,West Virginia,54071,54,071,6111,61738,Rural +Pleasants County,West Virginia,54073,54,073,7572,61038,Rural +Pocahontas County,West Virginia,54075,54,075,7855,41200,Rural +Preston County,West Virginia,54077,54,077,34204,61373,Urban +Putnam County,West Virginia,54079,54,079,57250,77871,Urban +Raleigh County,West Virginia,54081,54,081,73666,52055,Urban +Randolph County,West Virginia,54083,54,083,27782,55057,Urban +Ritchie County,West Virginia,54085,54,085,8372,50256,Rural +Roane County,West Virginia,54087,54,087,13921,45194,Rural +Summers County,West Virginia,54089,54,089,11833,42544,Rural +Taylor County,West Virginia,54091,54,091,16543,56807,Rural +Tucker County,West Virginia,54093,54,093,6698,53475,Rural +Tyler County,West Virginia,54095,54,095,8181,58293,Rural +Upshur County,West Virginia,54097,54,097,23758,51859,Rural +Wayne County,West Virginia,54099,54,099,38498,55539,Urban +Webster County,West Virginia,54101,54,101,8253,42061,Rural +Wetzel County,West Virginia,54103,54,103,14233,53341,Rural +Wirt County,West Virginia,54105,54,105,5131,54688,Rural +Wood County,West Virginia,54107,54,107,83829,56193,Urban +Wyoming County,West Virginia,54109,54,109,20948,48038,Rural +Adams County,Wisconsin,55001,55,001,20928,59153,Rural +Ashland County,Wisconsin,55003,55,003,16050,57645,Rural +Barron County,Wisconsin,55005,55,005,46741,64619,Urban +Bayfield County,Wisconsin,55007,55,007,16410,69609,Rural +Brown County,Wisconsin,55009,55,009,269425,77490,Urban +Buffalo County,Wisconsin,55011,55,011,13341,68722,Rural +Burnett County,Wisconsin,55013,55,013,16741,61664,Rural +Calumet County,Wisconsin,55015,55,015,52626,87700,Urban +Chippewa County,Wisconsin,55017,55,017,66558,74009,Urban +Clark County,Wisconsin,55019,55,019,34736,66250,Urban +Columbia County,Wisconsin,55021,55,021,58322,82792,Urban +Crawford County,Wisconsin,55023,55,023,16064,63496,Rural +Dane County,Wisconsin,55025,55,025,564777,88108,Urban +Dodge County,Wisconsin,55027,55,027,88818,73992,Urban +Door County,Wisconsin,55029,55,029,30279,71785,Urban +Douglas County,Wisconsin,55031,55,031,44197,72579,Urban +Dunn County,Wisconsin,55033,55,033,45349,71785,Urban +Eau Claire County,Wisconsin,55035,55,035,106328,71834,Urban +Florence County,Wisconsin,55037,55,037,4617,62786,Rural +Fond du Lac County,Wisconsin,55039,55,039,104053,73154,Urban +Forest County,Wisconsin,55041,55,041,9261,59727,Rural +Grant County,Wisconsin,55043,55,043,51678,64349,Urban +Green County,Wisconsin,55045,55,045,37036,80248,Urban +Green Lake County,Wisconsin,55047,55,047,19165,66917,Rural +Iowa County,Wisconsin,55049,55,049,23832,83372,Rural +Iron County,Wisconsin,55051,55,051,6164,59058,Rural +Jackson County,Wisconsin,55053,55,053,20971,65508,Rural +Jefferson County,Wisconsin,55055,55,055,85867,80604,Urban +Juneau County,Wisconsin,55057,55,057,26695,65150,Urban +Kenosha County,Wisconsin,55059,55,059,168413,79412,Urban +Kewaunee County,Wisconsin,55061,55,061,20621,80085,Rural +La Crosse County,Wisconsin,55063,55,063,120262,70704,Urban +Lafayette County,Wisconsin,55065,55,065,16788,72091,Rural +Langlade County,Wisconsin,55067,55,067,19473,57258,Rural +Lincoln County,Wisconsin,55069,55,069,28403,67726,Urban +Manitowoc County,Wisconsin,55071,55,071,81314,68611,Urban +Marathon County,Wisconsin,55073,55,073,138067,76185,Urban +Marinette County,Wisconsin,55075,55,075,41907,63401,Urban +Marquette County,Wisconsin,55077,55,077,15706,63471,Rural +Menominee County,Wisconsin,55078,55,078,4256,59528,Rural +Milwaukee County,Wisconsin,55079,55,079,927656,62118,Urban +Monroe County,Wisconsin,55081,55,081,46169,68213,Urban +Oconto County,Wisconsin,55083,55,083,39329,75886,Urban +Oneida County,Wisconsin,55085,55,085,38007,69621,Urban +Outagamie County,Wisconsin,55087,55,087,191537,82857,Urban +Ozaukee County,Wisconsin,55089,55,089,92345,96734,Urban +Pepin County,Wisconsin,55091,55,091,7372,74536,Rural +Pierce County,Wisconsin,55093,55,093,42351,88802,Urban +Polk County,Wisconsin,55095,55,095,45327,76208,Urban +Portage County,Wisconsin,55097,55,097,70375,73284,Urban +Price County,Wisconsin,55099,55,099,14077,58720,Rural +Racine County,Wisconsin,55101,55,101,196888,75331,Urban +Richland County,Wisconsin,55103,55,103,17229,62649,Rural +Rock County,Wisconsin,55105,55,105,163944,74390,Urban +Rusk County,Wisconsin,55107,55,107,14146,58322,Rural +St. Croix County,Wisconsin,55109,55,109,94819,102482,Urban +Sauk County,Wisconsin,55111,55,111,65759,77648,Urban +Sawyer County,Wisconsin,55113,55,113,18243,59055,Rural +Shawano County,Wisconsin,55115,55,115,40927,67032,Urban +Sheboygan County,Wisconsin,55117,55,117,117783,71898,Urban +Taylor County,Wisconsin,55119,55,119,19972,63142,Rural +Trempealeau County,Wisconsin,55121,55,121,30786,71295,Urban +Vernon County,Wisconsin,55123,55,123,30915,69556,Urban +Vilas County,Wisconsin,55125,55,125,23410,67132,Rural +Walworth County,Wisconsin,55127,55,127,105447,77359,Urban +Washburn County,Wisconsin,55129,55,129,16749,61270,Rural +Washington County,Wisconsin,55131,55,131,137320,95851,Urban +Waukesha County,Wisconsin,55133,55,133,409040,104100,Urban +Waupaca County,Wisconsin,55135,55,135,51714,71189,Urban +Waushara County,Wisconsin,55137,55,137,24752,64968,Rural +Winnebago County,Wisconsin,55139,55,139,171357,72873,Urban +Wood County,Wisconsin,55141,55,141,74039,66417,Urban +Albany County,Wyoming,56001,56,001,37713,59881,Urban +Big Horn County,Wyoming,56003,56,003,11737,60547,Rural +Campbell County,Wyoming,56005,56,005,47018,95253,Urban +Carbon County,Wyoming,56007,56,007,14549,66721,Rural +Converse County,Wyoming,56009,56,009,13759,79164,Rural +Crook County,Wyoming,56011,56,011,7339,71209,Rural +Fremont County,Wyoming,56013,56,013,39472,64646,Urban +Goshen County,Wyoming,56015,56,015,12587,64882,Rural +Hot Springs County,Wyoming,56017,56,017,4618,64375,Rural +Johnson County,Wyoming,56019,56,019,8602,63905,Rural +Laramie County,Wyoming,56021,56,021,100661,77884,Urban +Lincoln County,Wyoming,56023,56,023,20158,86092,Rural +Natrona County,Wyoming,56025,56,025,79735,71247,Urban +Niobrara County,Wyoming,56027,56,027,2415,48987,Rural +Park County,Wyoming,56029,56,029,30109,70533,Urban +Platte County,Wyoming,56031,56,031,8606,66299,Rural +Sheridan County,Wyoming,56033,56,033,31585,70855,Urban +Sublette County,Wyoming,56035,56,035,8806,82791,Rural +Sweetwater County,Wyoming,56037,56,037,41786,76464,Urban +Teton County,Wyoming,56039,56,039,23358,112681,Rural +Uinta County,Wyoming,56041,56,041,20605,82672,Rural +Washakie County,Wyoming,56043,56,043,7708,62648,Rural +Weston County,Wyoming,56045,56,045,6835,87545,Rural +Adjuntas Municipio,Puerto Rico,72001,72,001,17975,18605,Rural +Aguada Municipio,Puerto Rico,72003,72,003,37904,21694,Urban +Aguadilla Municipio,Puerto Rico,72005,72,005,54486,19826,Urban +Aguas Buenas Municipio,Puerto Rico,72007,72,007,23888,22361,Rural +Aibonito Municipio,Puerto Rico,72009,72,009,24610,21714,Rural +Añasco Municipio,Puerto Rico,72011,72,011,25316,23591,Rural +Arecibo Municipio,Puerto Rico,72013,72,013,86875,23175,Urban +Arroyo Municipio,Puerto Rico,72015,72,015,15573,18931,Rural +Barceloneta Municipio,Puerto Rico,72017,72,017,22565,21750,Rural +Barranquitas Municipio,Puerto Rico,72019,72,019,28984,22167,Urban +Bayamón Municipio,Puerto Rico,72021,72,021,183456,30729,Urban +Cabo Rojo Municipio,Puerto Rico,72023,72,023,46955,25720,Urban +Caguas Municipio,Puerto Rico,72025,72,025,126239,30113,Urban +Camuy Municipio,Puerto Rico,72027,72,027,32753,26094,Urban +Canóvanas Municipio,Puerto Rico,72029,72,029,42037,27278,Urban +Carolina Municipio,Puerto Rico,72031,72,031,153226,35126,Urban +Cataño Municipio,Puerto Rico,72033,72,033,22768,24307,Rural +Cayey Municipio,Puerto Rico,72035,72,035,41231,28461,Urban +Ceiba Municipio,Puerto Rico,72037,72,037,11128,23204,Rural +Ciales Municipio,Puerto Rico,72039,72,039,16874,20614,Rural +Cidra Municipio,Puerto Rico,72041,72,041,39765,27149,Urban +Coamo Municipio,Puerto Rico,72043,72,043,34294,20797,Urban +Comerío Municipio,Puerto Rico,72045,72,045,18775,17254,Rural +Corozal Municipio,Puerto Rico,72047,72,047,34474,23933,Urban +Culebra Municipio,Puerto Rico,72049,72,049,1281,27614,Rural +Dorado Municipio,Puerto Rico,72051,72,051,35816,33388,Urban +Fajardo Municipio,Puerto Rico,72053,72,053,31756,25170,Urban +Florida Municipio,Puerto Rico,72054,72,054,11624,21213,Rural +Guánica Municipio,Puerto Rico,72055,72,055,13266,16210,Rural +Guayama Municipio,Puerto Rico,72057,72,057,35845,20273,Urban +Guayanilla Municipio,Puerto Rico,72059,72,059,17418,21400,Rural +Guaynabo Municipio,Puerto Rico,72061,72,061,89503,46048,Urban +Gurabo Municipio,Puerto Rico,72063,72,063,40383,39532,Urban +Hatillo Municipio,Puerto Rico,72065,72,065,38266,28001,Urban +Hormigueros Municipio,Puerto Rico,72067,72,067,15520,24862,Rural +Humacao Municipio,Puerto Rico,72069,72,069,50441,26083,Urban +Isabela Municipio,Puerto Rico,72071,72,071,42878,20484,Urban +Jayuya Municipio,Puerto Rico,72073,72,073,14653,18413,Rural +Juana Díaz Municipio,Puerto Rico,72075,72,075,46276,23823,Urban +Juncos Municipio,Puerto Rico,72077,72,077,36895,28196,Urban +Lajas Municipio,Puerto Rico,72079,72,079,23133,18920,Rural +Lares Municipio,Puerto Rico,72081,72,081,27944,19323,Urban +Las Marías Municipio,Puerto Rico,72083,72,083,8790,16170,Rural +Las Piedras Municipio,Puerto Rico,72085,72,085,35034,25697,Urban +Loíza Municipio,Puerto Rico,72087,72,087,23176,22500,Rural +Luquillo Municipio,Puerto Rico,72089,72,089,17631,23769,Rural +Manatí Municipio,Puerto Rico,72091,72,091,39152,20352,Urban +Maricao Municipio,Puerto Rico,72093,72,093,5176,20541,Rural +Maunabo Municipio,Puerto Rico,72095,72,095,10482,19363,Rural +Mayagüez Municipio,Puerto Rico,72097,72,097,71824,17963,Urban +Moca Municipio,Puerto Rico,72099,72,099,37402,21415,Urban +Morovis Municipio,Puerto Rico,72101,72,101,28534,23010,Urban +Naguabo Municipio,Puerto Rico,72103,72,103,23205,21416,Rural +Naranjito Municipio,Puerto Rico,72105,72,105,29246,21399,Urban +Orocovis Municipio,Puerto Rico,72107,72,107,21351,19062,Rural +Patillas Municipio,Puerto Rico,72109,72,109,15753,23422,Rural +Peñuelas Municipio,Puerto Rico,72111,72,111,20082,20959,Rural +Ponce Municipio,Puerto Rico,72113,72,113,134676,18827,Urban +Quebradillas Municipio,Puerto Rico,72115,72,115,23486,23624,Rural +Rincón Municipio,Puerto Rico,72117,72,117,15276,25223,Rural +Río Grande Municipio,Puerto Rico,72119,72,119,46478,26745,Urban +Sabana Grande Municipio,Puerto Rico,72121,72,121,22541,20564,Rural +Salinas Municipio,Puerto Rico,72123,72,123,25397,21611,Rural +San Germán Municipio,Puerto Rico,72125,72,125,31514,17921,Urban +San Juan Municipio,Puerto Rico,72127,72,127,338661,26981,Urban +San Lorenzo Municipio,Puerto Rico,72129,72,129,37515,21320,Urban +San Sebastián Municipio,Puerto Rico,72131,72,131,39168,17834,Urban +Santa Isabel Municipio,Puerto Rico,72133,72,133,20064,23197,Rural +Toa Alta Municipio,Puerto Rico,72135,72,135,66536,33349,Urban +Toa Baja Municipio,Puerto Rico,72137,72,137,73987,29648,Urban +Trujillo Alto Municipio,Puerto Rico,72139,72,139,67329,38773,Urban +Utuado Municipio,Puerto Rico,72141,72,141,27896,17624,Urban +Vega Alta Municipio,Puerto Rico,72143,72,143,35114,25235,Urban +Vega Baja Municipio,Puerto Rico,72145,72,145,54058,23877,Urban +Vieques Municipio,Puerto Rico,72147,72,147,8147,17531,Rural +Villalba Municipio,Puerto Rico,72149,72,149,21778,24882,Rural +Yabucoa Municipio,Puerto Rico,72151,72,151,29868,21279,Urban +Yauco Municipio,Puerto Rico,72153,72,153,33509,21918,Urban diff --git a/lessons/pydata/agents/agenti.png b/lessons/pydata/agents/agenti.png new file mode 100644 index 0000000..c77c415 Binary files /dev/null and b/lessons/pydata/agents/agenti.png differ diff --git a/lessons/pydata/agents/index.ipynb b/lessons/pydata/agents/index.ipynb new file mode 100644 index 0000000..5cc4420 --- /dev/null +++ b/lessons/pydata/agents/index.ipynb @@ -0,0 +1,457 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "f169ec8d", + "metadata": {}, + "source": [ + "# Agenti " + ] + }, + { + "cell_type": "markdown", + "id": "ae7f4f68", + "metadata": {}, + "source": [ + "![agenti](agenti.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "539035ef", + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import pandas as pd\n", + "from sklearn.decomposition import PCA\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from smolagents import CodeAgent, DuckDuckGoSearchTool, tool, InferenceClientModel" + ] + }, + { + "cell_type": "markdown", + "id": "941740f5", + "metadata": {}, + "source": [ + " # Různí agenti, různé výsledky" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1b870b42", + "metadata": {}, + "outputs": [], + "source": [ + "model = InferenceClientModel(\n", + " max_tokens=500,\n", + " temperature=0.5,\n", + " model_id=\"google/gemma-3-27b-it\",\n", + " token=os.getenv(\"HF_API_TOKEN\")\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a26cc493", + "metadata": {}, + "outputs": [], + "source": [ + "agent = CodeAgent(tools=[DuckDuckGoSearchTool()], model=model)\n", + "agent.run(\"How long it would take to an elephant to walk from Prague to Liberec?\")" + ] + }, + { + "cell_type": "markdown", + "id": "eff57376", + "metadata": {}, + "source": [ + "### Úkol: Jak by dopadl stejný dotaz pro jiný model? Vytvořte si model_2 ve kterém použijete LLM: \"meta-llama/Llama-3.3-70B-Instruct\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5c2dfdbd", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "8a844a40", + "metadata": {}, + "source": [ + "Co jsou to ty tokeny? https://huggingface.co/learn/agents-course/unit1/what-are-llms" + ] + }, + { + "cell_type": "markdown", + "id": "7362c7ad", + "metadata": {}, + "source": [ + "![proces](proces.png)" + ] + }, + { + "cell_type": "markdown", + "id": "99d00734", + "metadata": {}, + "source": [ + "# Jak si vytvořit nástroj" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d400e142", + "metadata": {}, + "outputs": [], + "source": [ + "pd.read_csv('penguins_size_nona.csv').head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c21b5781", + "metadata": {}, + "outputs": [], + "source": [ + "@tool\n", + "def pca_csv(input_path: str, n_components: int = 2) -> pd.DataFrame:\n", + " \"\"\"\n", + " Apply PCA to a CSV file and reduce to n_components (default 2).\n", + "\n", + " Args:\n", + " input_path (str): Path to the CSV file.\n", + " n_components (int): Number of principal components.\n", + "\n", + " Returns:\n", + " dict: DataFrame with the principal components\n", + " \"\"\"\n", + " # Load CSV\n", + " df = pd.read_csv(input_path)\n", + "\n", + " # Keep only numeric columns\n", + " numeric_df = df.select_dtypes(include='number')\n", + " if numeric_df.empty:\n", + " raise ValueError(\"CSV has no numeric columns for PCA\")\n", + "\n", + " # Apply PCA\n", + " pca = PCA(n_components=n_components)\n", + " components = pca.fit_transform(numeric_df)\n", + "\n", + " # Create DataFrame for components\n", + " pc_df = pd.DataFrame(components, columns=[f\"PC{i+1}\" for i in range(n_components)])\n", + " return pc_df\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d6126ce5", + "metadata": {}, + "outputs": [], + "source": [ + "@tool\n", + "def plot_scatter_auto(df: pd.DataFrame, title: str = None) -> str:\n", + " \"\"\"\n", + " Creates a Seaborn scatterplot from a DataFrame.\n", + " Automatically picks the first two numeric columns.\n", + "\n", + " Args:\n", + " df (pd.DataFrame): DataFrame containing the data.\n", + " title (str, optional): Title of the plot.\n", + " Returns:\n", + " str: saying what are x and y columns\n", + " \"\"\"\n", + " # Select numeric columns\n", + " numeric_cols = df.select_dtypes(include='number').columns.tolist()\n", + " \n", + " if len(numeric_cols) < 2:\n", + " raise ValueError(\"DataFrame must have at least two numeric columns for a scatterplot.\")\n", + " \n", + " x, y = numeric_cols[:2] # automatically pick first two numeric columns\n", + " \n", + " plt.figure(figsize=(8, 6))\n", + " sns.scatterplot(data=df, x=x, y=y)\n", + " \n", + " if title:\n", + " plt.title(title)\n", + " \n", + " plt.xlabel(x)\n", + " plt.ylabel(y)\n", + " plt.grid(True)\n", + " plt.show()\n", + "\n", + " return f\"Scatterplot created using columns '{x}' and '{y}'.\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3307fa3a", + "metadata": {}, + "outputs": [], + "source": [ + "agent = CodeAgent(tools=[pca_csv, plot_scatter_auto], additional_authorized_imports=['pandas'] , model=model)\n", + "agent.run(\"For data in penguins_size_nona.csv find the main two components and plot them into graph.\")" + ] + }, + { + "cell_type": "markdown", + "id": "43af703b", + "metadata": {}, + "source": [ + "### Úkol: Vytvořte vlastní nástroj (s dekorátorem tool), který vykreslí histogram hmotnosti tučňáků (sloupec obsahující \"body_mass\")." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "04acff07", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1356366a", + "metadata": {}, + "outputs": [], + "source": [ + "from smolagents import Tool\n", + "from huggingface_hub import InferenceClient\n", + "\n", + "class TextToImageTool(Tool):\n", + " description = \"This tool creates an image according to a prompt, which is a text description.\"\n", + " name = \"image_generator\"\n", + " inputs = {\"prompt\": {\"type\": \"string\", \"description\": \"The image generator prompt.\"}}\n", + " output_type = \"image\"\n", + " model_sdxl = \"black-forest-labs/FLUX.1-schnell\"\n", + " client = InferenceClient(model_sdxl)\n", + "\n", + "\n", + " def forward(self, prompt):\n", + " image = self.client.text_to_image(prompt)\n", + " image.save('image.png')\n", + "\n", + " return f\"Successfully saved image with this prompt {prompt}\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a39d32cb", + "metadata": {}, + "outputs": [], + "source": [ + "image_generator = TextToImageTool()\n", + "\n", + "agent = CodeAgent(tools=[image_generator] , model=model)\n", + "agent.run(\"Improve this prompt, then generate an image of it. Prompt: A cat swimming in the small pond.\")" + ] + }, + { + "cell_type": "markdown", + "id": "3a9acd0e", + "metadata": {}, + "source": [ + "# Ale mnoho nástrojů již existuje" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "249ed2b6", + "metadata": {}, + "outputs": [], + "source": [ + "agent = CodeAgent(\n", + " tools=[],\n", + " model=model,\n", + " additional_authorized_imports=[\"duckdb\"]\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d30e190c", + "metadata": {}, + "outputs": [], + "source": [ + "prompt = \"\"\"\n", + "You are a data analyst.\n", + "Your job is to answer questions asked by the user\n", + "about the given dataset, Income_Urban_VS_Rural.csv\n", + "\n", + "The file Income_Urban_VS_Rural.csv is located in the current working directory.\n", + "\n", + "## Data dictionary\n", + "\n", + "1. County: County name.\n", + "2. State: State name.\n", + "3. FIPS: Combined state and county FIPS code.\n", + "4. State FIPS Code: State's Federal Information Processing Standard code.\n", + "5. County FIPS Code: County's FIPS code.\n", + "6. Total Population: Total population of the county.\n", + "7. Household Income: Median household income for the county.\n", + "8. Urban-Rural: Classification based on population (Urban or Rural).\n", + "\n", + "* You can use duckdb to query the data.\n", + "\"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5db42bf7", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "question = \"\"\"What is the average population size of urban counties\n", + "compared to rural counties?\"\"\"\n", + "\n", + "agent.run(\n", + " prompt + \"\\n\" + question,\n", + " additional_args = dict(source_file=\"Income_Urban_VS_Rural.csv\")\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "422e961a", + "metadata": {}, + "source": [ + "### Úkol: Zjistěte, které okresy (conties) jsou nejvýznamnější z hlediska příjmu domácností." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8fd9b239", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "7dfe7cc1", + "metadata": {}, + "source": [ + "# Více agentů" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1c89a3eb", + "metadata": {}, + "outputs": [], + "source": [ + "import requests\n", + "from requests.exceptions import RequestException\n", + "from markdownify import markdownify\n", + "\n", + "@tool\n", + "def visit_webpage(url: str) -> str:\n", + " \"\"\"Visits a webpage at the given URL and returns its content as a markdown string.\n", + "\n", + " Args:\n", + " url: The URL of the webpage to visit.\n", + "\n", + " Returns:\n", + " The content of the webpage converted to Markdown, or an error message if the request fails.\n", + " \"\"\"\n", + " try:\n", + " # Send a GET request to the URL\n", + " response = requests.get(url)\n", + " response.raise_for_status() # Raise an exception for bad status codes\n", + "\n", + " # Convert the HTML content to Markdown\n", + " markdown_content = markdownify(response.text).strip()\n", + "\n", + " # Remove multiple line breaks\n", + " markdown_content = re.sub(r\"\\n{3,}\", \"\\n\\n\", markdown_content)\n", + "\n", + " return markdown_content\n", + "\n", + " except RequestException as e:\n", + " return f\"Error fetching the webpage: {str(e)}\"\n", + " except Exception as e:\n", + " return f\"An unexpected error occurred: {str(e)}\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "eabff61e", + "metadata": {}, + "outputs": [], + "source": [ + "from smolagents import VisitWebpageTool\n", + "\n", + "web_agent = CodeAgent(\n", + " model=model,\n", + " tools=[\n", + " DuckDuckGoSearchTool(),\n", + " VisitWebpageTool(),\n", + " ],\n", + " name=\"web_agent\",\n", + " description=\"Browses the web to find information\",\n", + " verbosity_level=0,\n", + " max_steps=10,\n", + ")\n", + "\n", + "manager_agent = CodeAgent(\n", + " model=model,\n", + " tools=[],\n", + " managed_agents=[web_agent],\n", + " planning_interval=5,\n", + " verbosity_level=2,\n", + " max_steps=15,\n", + ")\n", + "\n", + "manager_agent.run(\"Who is the elected president of United States in 2024?\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "63e88089", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.14.1" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/lessons/pydata/agents/penguins_size_nona.csv b/lessons/pydata/agents/penguins_size_nona.csv new file mode 100644 index 0000000..53c17d4 --- /dev/null +++ b/lessons/pydata/agents/penguins_size_nona.csv @@ -0,0 +1,334 @@ +species,island,sex,culmen_length_mm,culmen_depth_mm,flipper_length_mm,body_mass_g +Adelie,Torgersen,MALE,39.1,18.7,181,3750 +Adelie,Torgersen,FEMALE,39.5,17.4,186,3800 +Adelie,Torgersen,FEMALE,40.3,18,195,3250 +Adelie,Torgersen,FEMALE,36.7,19.3,193,3450 +Adelie,Torgersen,MALE,39.3,20.6,190,3650 +Adelie,Torgersen,FEMALE,38.9,17.8,181,3625 +Adelie,Torgersen,MALE,39.2,19.6,195,4675 +Adelie,Torgersen,FEMALE,41.1,17.6,182,3200 +Adelie,Torgersen,MALE,38.6,21.2,191,3800 +Adelie,Torgersen,MALE,34.6,21.1,198,4400 +Adelie,Torgersen,FEMALE,36.6,17.8,185,3700 +Adelie,Torgersen,FEMALE,38.7,19,195,3450 +Adelie,Torgersen,MALE,42.5,20.7,197,4500 +Adelie,Torgersen,FEMALE,34.4,18.4,184,3325 +Adelie,Torgersen,MALE,46,21.5,194,4200 +Adelie,Biscoe,FEMALE,37.8,18.3,174,3400 +Adelie,Biscoe,MALE,37.7,18.7,180,3600 +Adelie,Biscoe,FEMALE,35.9,19.2,189,3800 +Adelie,Biscoe,MALE,38.2,18.1,185,3950 +Adelie,Biscoe,MALE,38.8,17.2,180,3800 +Adelie,Biscoe,FEMALE,35.3,18.9,187,3800 +Adelie,Biscoe,MALE,40.6,18.6,183,3550 +Adelie,Biscoe,FEMALE,40.5,17.9,187,3200 +Adelie,Biscoe,FEMALE,37.9,18.6,172,3150 +Adelie,Biscoe,MALE,40.5,18.9,180,3950 +Adelie,Dream,FEMALE,39.5,16.7,178,3250 +Adelie,Dream,MALE,37.2,18.1,178,3900 +Adelie,Dream,FEMALE,39.5,17.8,188,3300 +Adelie,Dream,MALE,40.9,18.9,184,3900 +Adelie,Dream,FEMALE,36.4,17,195,3325 +Adelie,Dream,MALE,39.2,21.1,196,4150 +Adelie,Dream,MALE,38.8,20,190,3950 +Adelie,Dream,FEMALE,42.2,18.5,180,3550 +Adelie,Dream,FEMALE,37.6,19.3,181,3300 +Adelie,Dream,MALE,39.8,19.1,184,4650 +Adelie,Dream,FEMALE,36.5,18,182,3150 +Adelie,Dream,MALE,40.8,18.4,195,3900 +Adelie,Dream,FEMALE,36,18.5,186,3100 +Adelie,Dream,MALE,44.1,19.7,196,4400 +Adelie,Dream,FEMALE,37,16.9,185,3000 +Adelie,Dream,MALE,39.6,18.8,190,4600 +Adelie,Dream,MALE,41.1,19,182,3425 +Adelie,Dream,FEMALE,36,17.9,190,3450 +Adelie,Dream,MALE,42.3,21.2,191,4150 +Adelie,Biscoe,FEMALE,39.6,17.7,186,3500 +Adelie,Biscoe,MALE,40.1,18.9,188,4300 +Adelie,Biscoe,FEMALE,35,17.9,190,3450 +Adelie,Biscoe,MALE,42,19.5,200,4050 +Adelie,Biscoe,FEMALE,34.5,18.1,187,2900 +Adelie,Biscoe,MALE,41.4,18.6,191,3700 +Adelie,Biscoe,FEMALE,39,17.5,186,3550 +Adelie,Biscoe,MALE,40.6,18.8,193,3800 +Adelie,Biscoe,FEMALE,36.5,16.6,181,2850 +Adelie,Biscoe,MALE,37.6,19.1,194,3750 +Adelie,Biscoe,FEMALE,35.7,16.9,185,3150 +Adelie,Biscoe,MALE,41.3,21.1,195,4400 +Adelie,Biscoe,FEMALE,37.6,17,185,3600 +Adelie,Biscoe,MALE,41.1,18.2,192,4050 +Adelie,Biscoe,FEMALE,36.4,17.1,184,2850 +Adelie,Biscoe,MALE,41.6,18,192,3950 +Adelie,Biscoe,FEMALE,35.5,16.2,195,3350 +Adelie,Biscoe,MALE,41.1,19.1,188,4100 +Adelie,Torgersen,FEMALE,35.9,16.6,190,3050 +Adelie,Torgersen,MALE,41.8,19.4,198,4450 +Adelie,Torgersen,FEMALE,33.5,19,190,3600 +Adelie,Torgersen,MALE,39.7,18.4,190,3900 +Adelie,Torgersen,FEMALE,39.6,17.2,196,3550 +Adelie,Torgersen,MALE,45.8,18.9,197,4150 +Adelie,Torgersen,FEMALE,35.5,17.5,190,3700 +Adelie,Torgersen,MALE,42.8,18.5,195,4250 +Adelie,Torgersen,FEMALE,40.9,16.8,191,3700 +Adelie,Torgersen,MALE,37.2,19.4,184,3900 +Adelie,Torgersen,FEMALE,36.2,16.1,187,3550 +Adelie,Torgersen,MALE,42.1,19.1,195,4000 +Adelie,Torgersen,FEMALE,34.6,17.2,189,3200 +Adelie,Torgersen,MALE,42.9,17.6,196,4700 +Adelie,Torgersen,FEMALE,36.7,18.8,187,3800 +Adelie,Torgersen,MALE,35.1,19.4,193,4200 +Adelie,Dream,FEMALE,37.3,17.8,191,3350 +Adelie,Dream,MALE,41.3,20.3,194,3550 +Adelie,Dream,MALE,36.3,19.5,190,3800 +Adelie,Dream,FEMALE,36.9,18.6,189,3500 +Adelie,Dream,MALE,38.3,19.2,189,3950 +Adelie,Dream,FEMALE,38.9,18.8,190,3600 +Adelie,Dream,FEMALE,35.7,18,202,3550 +Adelie,Dream,MALE,41.1,18.1,205,4300 +Adelie,Dream,FEMALE,34,17.1,185,3400 +Adelie,Dream,MALE,39.6,18.1,186,4450 +Adelie,Dream,FEMALE,36.2,17.3,187,3300 +Adelie,Dream,MALE,40.8,18.9,208,4300 +Adelie,Dream,FEMALE,38.1,18.6,190,3700 +Adelie,Dream,MALE,40.3,18.5,196,4350 +Adelie,Dream,FEMALE,33.1,16.1,178,2900 +Adelie,Dream,MALE,43.2,18.5,192,4100 +Adelie,Biscoe,FEMALE,35,17.9,192,3725 +Adelie,Biscoe,MALE,41,20,203,4725 +Adelie,Biscoe,FEMALE,37.7,16,183,3075 +Adelie,Biscoe,MALE,37.8,20,190,4250 +Adelie,Biscoe,FEMALE,37.9,18.6,193,2925 +Adelie,Biscoe,MALE,39.7,18.9,184,3550 +Adelie,Biscoe,FEMALE,38.6,17.2,199,3750 +Adelie,Biscoe,MALE,38.2,20,190,3900 +Adelie,Biscoe,FEMALE,38.1,17,181,3175 +Adelie,Biscoe,MALE,43.2,19,197,4775 +Adelie,Biscoe,FEMALE,38.1,16.5,198,3825 +Adelie,Biscoe,MALE,45.6,20.3,191,4600 +Adelie,Biscoe,FEMALE,39.7,17.7,193,3200 +Adelie,Biscoe,MALE,42.2,19.5,197,4275 +Adelie,Biscoe,FEMALE,39.6,20.7,191,3900 +Adelie,Biscoe,MALE,42.7,18.3,196,4075 +Adelie,Torgersen,FEMALE,38.6,17,188,2900 +Adelie,Torgersen,MALE,37.3,20.5,199,3775 +Adelie,Torgersen,FEMALE,35.7,17,189,3350 +Adelie,Torgersen,MALE,41.1,18.6,189,3325 +Adelie,Torgersen,FEMALE,36.2,17.2,187,3150 +Adelie,Torgersen,MALE,37.7,19.8,198,3500 +Adelie,Torgersen,FEMALE,40.2,17,176,3450 +Adelie,Torgersen,MALE,41.4,18.5,202,3875 +Adelie,Torgersen,FEMALE,35.2,15.9,186,3050 +Adelie,Torgersen,MALE,40.6,19,199,4000 +Adelie,Torgersen,FEMALE,38.8,17.6,191,3275 +Adelie,Torgersen,MALE,41.5,18.3,195,4300 +Adelie,Torgersen,FEMALE,39,17.1,191,3050 +Adelie,Torgersen,MALE,44.1,18,210,4000 +Adelie,Torgersen,FEMALE,38.5,17.9,190,3325 +Adelie,Torgersen,MALE,43.1,19.2,197,3500 +Adelie,Dream,FEMALE,36.8,18.5,193,3500 +Adelie,Dream,MALE,37.5,18.5,199,4475 +Adelie,Dream,FEMALE,38.1,17.6,187,3425 +Adelie,Dream,MALE,41.1,17.5,190,3900 +Adelie,Dream,FEMALE,35.6,17.5,191,3175 +Adelie,Dream,MALE,40.2,20.1,200,3975 +Adelie,Dream,FEMALE,37,16.5,185,3400 +Adelie,Dream,MALE,39.7,17.9,193,4250 +Adelie,Dream,FEMALE,40.2,17.1,193,3400 +Adelie,Dream,MALE,40.6,17.2,187,3475 +Adelie,Dream,FEMALE,32.1,15.5,188,3050 +Adelie,Dream,MALE,40.7,17,190,3725 +Adelie,Dream,FEMALE,37.3,16.8,192,3000 +Adelie,Dream,MALE,39,18.7,185,3650 +Adelie,Dream,MALE,39.2,18.6,190,4250 +Adelie,Dream,FEMALE,36.6,18.4,184,3475 +Adelie,Dream,FEMALE,36,17.8,195,3450 +Adelie,Dream,MALE,37.8,18.1,193,3750 +Adelie,Dream,FEMALE,36,17.1,187,3700 +Adelie,Dream,MALE,41.5,18.5,201,4000 +Chinstrap,Dream,FEMALE,46.5,17.9,192,3500 +Chinstrap,Dream,MALE,50,19.5,196,3900 +Chinstrap,Dream,MALE,51.3,19.2,193,3650 +Chinstrap,Dream,FEMALE,45.4,18.7,188,3525 +Chinstrap,Dream,MALE,52.7,19.8,197,3725 +Chinstrap,Dream,FEMALE,45.2,17.8,198,3950 +Chinstrap,Dream,FEMALE,46.1,18.2,178,3250 +Chinstrap,Dream,MALE,51.3,18.2,197,3750 +Chinstrap,Dream,FEMALE,46,18.9,195,4150 +Chinstrap,Dream,MALE,51.3,19.9,198,3700 +Chinstrap,Dream,FEMALE,46.6,17.8,193,3800 +Chinstrap,Dream,MALE,51.7,20.3,194,3775 +Chinstrap,Dream,FEMALE,47,17.3,185,3700 +Chinstrap,Dream,MALE,52,18.1,201,4050 +Chinstrap,Dream,FEMALE,45.9,17.1,190,3575 +Chinstrap,Dream,MALE,50.5,19.6,201,4050 +Chinstrap,Dream,MALE,50.3,20,197,3300 +Chinstrap,Dream,FEMALE,58,17.8,181,3700 +Chinstrap,Dream,FEMALE,46.4,18.6,190,3450 +Chinstrap,Dream,MALE,49.2,18.2,195,4400 +Chinstrap,Dream,FEMALE,42.4,17.3,181,3600 +Chinstrap,Dream,MALE,48.5,17.5,191,3400 +Chinstrap,Dream,FEMALE,43.2,16.6,187,2900 +Chinstrap,Dream,MALE,50.6,19.4,193,3800 +Chinstrap,Dream,FEMALE,46.7,17.9,195,3300 +Chinstrap,Dream,MALE,52,19,197,4150 +Chinstrap,Dream,FEMALE,50.5,18.4,200,3400 +Chinstrap,Dream,MALE,49.5,19,200,3800 +Chinstrap,Dream,FEMALE,46.4,17.8,191,3700 +Chinstrap,Dream,MALE,52.8,20,205,4550 +Chinstrap,Dream,FEMALE,40.9,16.6,187,3200 +Chinstrap,Dream,MALE,54.2,20.8,201,4300 +Chinstrap,Dream,FEMALE,42.5,16.7,187,3350 +Chinstrap,Dream,MALE,51,18.8,203,4100 +Chinstrap,Dream,MALE,49.7,18.6,195,3600 +Chinstrap,Dream,FEMALE,47.5,16.8,199,3900 +Chinstrap,Dream,FEMALE,47.6,18.3,195,3850 +Chinstrap,Dream,MALE,52,20.7,210,4800 +Chinstrap,Dream,FEMALE,46.9,16.6,192,2700 +Chinstrap,Dream,MALE,53.5,19.9,205,4500 +Chinstrap,Dream,MALE,49,19.5,210,3950 +Chinstrap,Dream,FEMALE,46.2,17.5,187,3650 +Chinstrap,Dream,MALE,50.9,19.1,196,3550 +Chinstrap,Dream,FEMALE,45.5,17,196,3500 +Chinstrap,Dream,FEMALE,50.9,17.9,196,3675 +Chinstrap,Dream,MALE,50.8,18.5,201,4450 +Chinstrap,Dream,FEMALE,50.1,17.9,190,3400 +Chinstrap,Dream,MALE,49,19.6,212,4300 +Chinstrap,Dream,MALE,51.5,18.7,187,3250 +Chinstrap,Dream,FEMALE,49.8,17.3,198,3675 +Chinstrap,Dream,FEMALE,48.1,16.4,199,3325 +Chinstrap,Dream,MALE,51.4,19,201,3950 +Chinstrap,Dream,FEMALE,45.7,17.3,193,3600 +Chinstrap,Dream,MALE,50.7,19.7,203,4050 +Chinstrap,Dream,FEMALE,42.5,17.3,187,3350 +Chinstrap,Dream,MALE,52.2,18.8,197,3450 +Chinstrap,Dream,FEMALE,45.2,16.6,191,3250 +Chinstrap,Dream,MALE,49.3,19.9,203,4050 +Chinstrap,Dream,MALE,50.2,18.8,202,3800 +Chinstrap,Dream,FEMALE,45.6,19.4,194,3525 +Chinstrap,Dream,MALE,51.9,19.5,206,3950 +Chinstrap,Dream,FEMALE,46.8,16.5,189,3650 +Chinstrap,Dream,FEMALE,45.7,17,195,3650 +Chinstrap,Dream,MALE,55.8,19.8,207,4000 +Chinstrap,Dream,FEMALE,43.5,18.1,202,3400 +Chinstrap,Dream,MALE,49.6,18.2,193,3775 +Chinstrap,Dream,MALE,50.8,19,210,4100 +Chinstrap,Dream,FEMALE,50.2,18.7,198,3775 +Gentoo,Biscoe,FEMALE,46.1,13.2,211,4500 +Gentoo,Biscoe,MALE,50,16.3,230,5700 +Gentoo,Biscoe,FEMALE,48.7,14.1,210,4450 +Gentoo,Biscoe,MALE,50,15.2,218,5700 +Gentoo,Biscoe,MALE,47.6,14.5,215,5400 +Gentoo,Biscoe,FEMALE,46.5,13.5,210,4550 +Gentoo,Biscoe,FEMALE,45.4,14.6,211,4800 +Gentoo,Biscoe,MALE,46.7,15.3,219,5200 +Gentoo,Biscoe,FEMALE,43.3,13.4,209,4400 +Gentoo,Biscoe,MALE,46.8,15.4,215,5150 +Gentoo,Biscoe,FEMALE,40.9,13.7,214,4650 +Gentoo,Biscoe,MALE,49,16.1,216,5550 +Gentoo,Biscoe,FEMALE,45.5,13.7,214,4650 +Gentoo,Biscoe,MALE,48.4,14.6,213,5850 +Gentoo,Biscoe,FEMALE,45.8,14.6,210,4200 +Gentoo,Biscoe,MALE,49.3,15.7,217,5850 +Gentoo,Biscoe,FEMALE,42,13.5,210,4150 +Gentoo,Biscoe,MALE,49.2,15.2,221,6300 +Gentoo,Biscoe,FEMALE,46.2,14.5,209,4800 +Gentoo,Biscoe,MALE,48.7,15.1,222,5350 +Gentoo,Biscoe,MALE,50.2,14.3,218,5700 +Gentoo,Biscoe,FEMALE,45.1,14.5,215,5000 +Gentoo,Biscoe,FEMALE,46.5,14.5,213,4400 +Gentoo,Biscoe,MALE,46.3,15.8,215,5050 +Gentoo,Biscoe,FEMALE,42.9,13.1,215,5000 +Gentoo,Biscoe,MALE,46.1,15.1,215,5100 +Gentoo,Biscoe,MALE,47.8,15,215,5650 +Gentoo,Biscoe,FEMALE,48.2,14.3,210,4600 +Gentoo,Biscoe,MALE,50,15.3,220,5550 +Gentoo,Biscoe,MALE,47.3,15.3,222,5250 +Gentoo,Biscoe,FEMALE,42.8,14.2,209,4700 +Gentoo,Biscoe,FEMALE,45.1,14.5,207,5050 +Gentoo,Biscoe,MALE,59.6,17,230,6050 +Gentoo,Biscoe,FEMALE,49.1,14.8,220,5150 +Gentoo,Biscoe,MALE,48.4,16.3,220,5400 +Gentoo,Biscoe,FEMALE,42.6,13.7,213,4950 +Gentoo,Biscoe,MALE,44.4,17.3,219,5250 +Gentoo,Biscoe,FEMALE,44,13.6,208,4350 +Gentoo,Biscoe,MALE,48.7,15.7,208,5350 +Gentoo,Biscoe,FEMALE,42.7,13.7,208,3950 +Gentoo,Biscoe,MALE,49.6,16,225,5700 +Gentoo,Biscoe,FEMALE,45.3,13.7,210,4300 +Gentoo,Biscoe,MALE,49.6,15,216,4750 +Gentoo,Biscoe,MALE,50.5,15.9,222,5550 +Gentoo,Biscoe,FEMALE,43.6,13.9,217,4900 +Gentoo,Biscoe,FEMALE,45.5,13.9,210,4200 +Gentoo,Biscoe,MALE,50.5,15.9,225,5400 +Gentoo,Biscoe,FEMALE,44.9,13.3,213,5100 +Gentoo,Biscoe,MALE,45.2,15.8,215,5300 +Gentoo,Biscoe,FEMALE,46.6,14.2,210,4850 +Gentoo,Biscoe,MALE,48.5,14.1,220,5300 +Gentoo,Biscoe,FEMALE,45.1,14.4,210,4400 +Gentoo,Biscoe,MALE,50.1,15,225,5000 +Gentoo,Biscoe,FEMALE,46.5,14.4,217,4900 +Gentoo,Biscoe,MALE,45,15.4,220,5050 +Gentoo,Biscoe,FEMALE,43.8,13.9,208,4300 +Gentoo,Biscoe,MALE,45.5,15,220,5000 +Gentoo,Biscoe,FEMALE,43.2,14.5,208,4450 +Gentoo,Biscoe,MALE,50.4,15.3,224,5550 +Gentoo,Biscoe,FEMALE,45.3,13.8,208,4200 +Gentoo,Biscoe,MALE,46.2,14.9,221,5300 +Gentoo,Biscoe,FEMALE,45.7,13.9,214,4400 +Gentoo,Biscoe,MALE,54.3,15.7,231,5650 +Gentoo,Biscoe,FEMALE,45.8,14.2,219,4700 +Gentoo,Biscoe,MALE,49.8,16.8,230,5700 +Gentoo,Biscoe,MALE,49.5,16.2,229,5800 +Gentoo,Biscoe,FEMALE,43.5,14.2,220,4700 +Gentoo,Biscoe,MALE,50.7,15,223,5550 +Gentoo,Biscoe,FEMALE,47.7,15,216,4750 +Gentoo,Biscoe,MALE,46.4,15.6,221,5000 +Gentoo,Biscoe,MALE,48.2,15.6,221,5100 +Gentoo,Biscoe,FEMALE,46.5,14.8,217,5200 +Gentoo,Biscoe,FEMALE,46.4,15,216,4700 +Gentoo,Biscoe,MALE,48.6,16,230,5800 +Gentoo,Biscoe,FEMALE,47.5,14.2,209,4600 +Gentoo,Biscoe,MALE,51.1,16.3,220,6000 +Gentoo,Biscoe,FEMALE,45.2,13.8,215,4750 +Gentoo,Biscoe,MALE,45.2,16.4,223,5950 +Gentoo,Biscoe,FEMALE,49.1,14.5,212,4625 +Gentoo,Biscoe,MALE,52.5,15.6,221,5450 +Gentoo,Biscoe,FEMALE,47.4,14.6,212,4725 +Gentoo,Biscoe,MALE,50,15.9,224,5350 +Gentoo,Biscoe,FEMALE,44.9,13.8,212,4750 +Gentoo,Biscoe,MALE,50.8,17.3,228,5600 +Gentoo,Biscoe,FEMALE,43.4,14.4,218,4600 +Gentoo,Biscoe,MALE,51.3,14.2,218,5300 +Gentoo,Biscoe,FEMALE,47.5,14,212,4875 +Gentoo,Biscoe,MALE,52.1,17,230,5550 +Gentoo,Biscoe,FEMALE,47.5,15,218,4950 +Gentoo,Biscoe,MALE,52.2,17.1,228,5400 +Gentoo,Biscoe,FEMALE,45.5,14.5,212,4750 +Gentoo,Biscoe,MALE,49.5,16.1,224,5650 +Gentoo,Biscoe,FEMALE,44.5,14.7,214,4850 +Gentoo,Biscoe,MALE,50.8,15.7,226,5200 +Gentoo,Biscoe,MALE,49.4,15.8,216,4925 +Gentoo,Biscoe,FEMALE,46.9,14.6,222,4875 +Gentoo,Biscoe,FEMALE,48.4,14.4,203,4625 +Gentoo,Biscoe,MALE,51.1,16.5,225,5250 +Gentoo,Biscoe,FEMALE,48.5,15,219,4850 +Gentoo,Biscoe,MALE,55.9,17,228,5600 +Gentoo,Biscoe,FEMALE,47.2,15.5,215,4975 +Gentoo,Biscoe,MALE,49.1,15,228,5500 +Gentoo,Biscoe,MALE,46.8,16.1,215,5500 +Gentoo,Biscoe,FEMALE,41.7,14.7,210,4700 +Gentoo,Biscoe,MALE,53.4,15.8,219,5500 +Gentoo,Biscoe,FEMALE,43.3,14,208,4575 +Gentoo,Biscoe,MALE,48.1,15.1,209,5500 +Gentoo,Biscoe,FEMALE,50.5,15.2,216,5000 +Gentoo,Biscoe,MALE,49.8,15.9,229,5950 +Gentoo,Biscoe,FEMALE,43.5,15.2,213,4650 +Gentoo,Biscoe,MALE,51.5,16.3,230,5500 +Gentoo,Biscoe,FEMALE,46.2,14.1,217,4375 +Gentoo,Biscoe,MALE,55.1,16,230,5850 +Gentoo,Biscoe,MALE,48.8,16.2,222,6000 +Gentoo,Biscoe,FEMALE,47.2,13.7,214,4925 +Gentoo,Biscoe,FEMALE,46.8,14.3,215,4850 +Gentoo,Biscoe,MALE,50.4,15.7,222,5750 +Gentoo,Biscoe,FEMALE,45.2,14.8,212,5200 +Gentoo,Biscoe,MALE,49.9,16.1,213,5400 diff --git a/lessons/pydata/agents/proces.png b/lessons/pydata/agents/proces.png new file mode 100644 index 0000000..2946bf7 Binary files /dev/null and b/lessons/pydata/agents/proces.png differ diff --git a/lessons/pyproject.toml b/lessons/pyproject.toml index ae73981..ba264ce 100644 --- a/lessons/pyproject.toml +++ b/lessons/pyproject.toml @@ -5,6 +5,8 @@ description = "PyLadies kurz" readme = "README.md" requires-python = ">=3.11" dependencies = [ + "ddgs>=9.9.3", + "duckdb>=1.4.3", "jupyter>=1.1.1", "matplotlib>=3.9.2", "meteostat>=1.7.4", @@ -12,11 +14,11 @@ dependencies = [ "openpyxl>=3.1.5", "pandas>=2.2.3", "plotly>=5.24.1", - "pyarrow>=21.0.0", "requests>=2.32.3", "scikit-learn>=1.5.2", "scipy>=1.13.1", "seaborn>=0.13.2", + "smolagents>=1.23.0", "sqlalchemy>=2.0.35", "tqdm>=4.67.1", "xlrd>=2.0.1", diff --git a/uv.lock b/uv.lock index d635501..0bec66b 100644 --- a/uv.lock +++ b/uv.lock @@ -3,7 +3,8 @@ revision = 3 requires-python = ">=3.11" resolution-markers = [ "python_full_version >= '3.14'", - "python_full_version >= '3.12' and python_full_version < '3.14'", + "python_full_version == '3.13.*'", + "python_full_version == '3.12.*'", "python_full_version < '3.12'", ] @@ -176,6 +177,74 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/10/cb/f2ad4230dc2eb1a74edf38f1a38b9b52277f75bef262d8908e60d957e13c/blinker-1.9.0-py3-none-any.whl", hash = "sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc", size = 8458, upload-time = "2024-11-08T17:25:46.184Z" }, ] +[[package]] +name = "brotli" +version = "1.2.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f7/16/c92ca344d646e71a43b8bb353f0a6490d7f6e06210f8554c8f874e454285/brotli-1.2.0.tar.gz", hash = "sha256:e310f77e41941c13340a95976fe66a8a95b01e783d430eeaf7a2f87e0a57dd0a", size = 7388632, upload-time = "2025-11-05T18:39:42.86Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/7a/ef/f285668811a9e1ddb47a18cb0b437d5fc2760d537a2fe8a57875ad6f8448/brotli-1.2.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:15b33fe93cedc4caaff8a0bd1eb7e3dab1c61bb22a0bf5bdfdfd97cd7da79744", size = 863110, upload-time = "2025-11-05T18:38:12.978Z" }, + { url = "https://files.pythonhosted.org/packages/50/62/a3b77593587010c789a9d6eaa527c79e0848b7b860402cc64bc0bc28a86c/brotli-1.2.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:898be2be399c221d2671d29eed26b6b2713a02c2119168ed914e7d00ceadb56f", size = 445438, upload-time = "2025-11-05T18:38:14.208Z" }, + { url = "https://files.pythonhosted.org/packages/cd/e1/7fadd47f40ce5549dc44493877db40292277db373da5053aff181656e16e/brotli-1.2.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:350c8348f0e76fff0a0fd6c26755d2653863279d086d3aa2c290a6a7251135dd", size = 1534420, upload-time = "2025-11-05T18:38:15.111Z" }, + { url = "https://files.pythonhosted.org/packages/12/8b/1ed2f64054a5a008a4ccd2f271dbba7a5fb1a3067a99f5ceadedd4c1d5a7/brotli-1.2.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2e1ad3fda65ae0d93fec742a128d72e145c9c7a99ee2fcd667785d99eb25a7fe", size = 1632619, upload-time = "2025-11-05T18:38:16.094Z" }, + { url = "https://files.pythonhosted.org/packages/89/5a/7071a621eb2d052d64efd5da2ef55ecdac7c3b0c6e4f9d519e9c66d987ef/brotli-1.2.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:40d918bce2b427a0c4ba189df7a006ac0c7277c180aee4617d99e9ccaaf59e6a", size = 1426014, upload-time = "2025-11-05T18:38:17.177Z" }, + { url = "https://files.pythonhosted.org/packages/26/6d/0971a8ea435af5156acaaccec1a505f981c9c80227633851f2810abd252a/brotli-1.2.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:2a7f1d03727130fc875448b65b127a9ec5d06d19d0148e7554384229706f9d1b", size = 1489661, upload-time = "2025-11-05T18:38:18.41Z" }, + { url = "https://files.pythonhosted.org/packages/f3/75/c1baca8b4ec6c96a03ef8230fab2a785e35297632f402ebb1e78a1e39116/brotli-1.2.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:9c79f57faa25d97900bfb119480806d783fba83cd09ee0b33c17623935b05fa3", size = 1599150, upload-time = "2025-11-05T18:38:19.792Z" }, + { url = "https://files.pythonhosted.org/packages/0d/1a/23fcfee1c324fd48a63d7ebf4bac3a4115bdb1b00e600f80f727d850b1ae/brotli-1.2.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:844a8ceb8483fefafc412f85c14f2aae2fb69567bf2a0de53cdb88b73e7c43ae", size = 1493505, upload-time = "2025-11-05T18:38:20.913Z" }, + { url = "https://files.pythonhosted.org/packages/36/e5/12904bbd36afeef53d45a84881a4810ae8810ad7e328a971ebbfd760a0b3/brotli-1.2.0-cp311-cp311-win32.whl", hash = "sha256:aa47441fa3026543513139cb8926a92a8e305ee9c71a6209ef7a97d91640ea03", size = 334451, upload-time = "2025-11-05T18:38:21.94Z" }, + { url = "https://files.pythonhosted.org/packages/02/8b/ecb5761b989629a4758c394b9301607a5880de61ee2ee5fe104b87149ebc/brotli-1.2.0-cp311-cp311-win_amd64.whl", hash = "sha256:022426c9e99fd65d9475dce5c195526f04bb8be8907607e27e747893f6ee3e24", size = 369035, upload-time = "2025-11-05T18:38:22.941Z" }, + { url = "https://files.pythonhosted.org/packages/11/ee/b0a11ab2315c69bb9b45a2aaed022499c9c24a205c3a49c3513b541a7967/brotli-1.2.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:35d382625778834a7f3061b15423919aa03e4f5da34ac8e02c074e4b75ab4f84", size = 861543, upload-time = "2025-11-05T18:38:24.183Z" }, + { url = "https://files.pythonhosted.org/packages/e1/2f/29c1459513cd35828e25531ebfcbf3e92a5e49f560b1777a9af7203eb46e/brotli-1.2.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:7a61c06b334bd99bc5ae84f1eeb36bfe01400264b3c352f968c6e30a10f9d08b", size = 444288, upload-time = "2025-11-05T18:38:25.139Z" }, + { url = "https://files.pythonhosted.org/packages/3d/6f/feba03130d5fceadfa3a1bb102cb14650798c848b1df2a808356f939bb16/brotli-1.2.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:acec55bb7c90f1dfc476126f9711a8e81c9af7fb617409a9ee2953115343f08d", size = 1528071, upload-time = "2025-11-05T18:38:26.081Z" }, + { url = "https://files.pythonhosted.org/packages/2b/38/f3abb554eee089bd15471057ba85f47e53a44a462cfce265d9bf7088eb09/brotli-1.2.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:260d3692396e1895c5034f204f0db022c056f9e2ac841593a4cf9426e2a3faca", size = 1626913, upload-time = "2025-11-05T18:38:27.284Z" }, + { url = "https://files.pythonhosted.org/packages/03/a7/03aa61fbc3c5cbf99b44d158665f9b0dd3d8059be16c460208d9e385c837/brotli-1.2.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:072e7624b1fc4d601036ab3f4f27942ef772887e876beff0301d261210bca97f", size = 1419762, upload-time = "2025-11-05T18:38:28.295Z" }, + { url = "https://files.pythonhosted.org/packages/21/1b/0374a89ee27d152a5069c356c96b93afd1b94eae83f1e004b57eb6ce2f10/brotli-1.2.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:adedc4a67e15327dfdd04884873c6d5a01d3e3b6f61406f99b1ed4865a2f6d28", size = 1484494, upload-time = "2025-11-05T18:38:29.29Z" }, + { url = "https://files.pythonhosted.org/packages/cf/57/69d4fe84a67aef4f524dcd075c6eee868d7850e85bf01d778a857d8dbe0a/brotli-1.2.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:7a47ce5c2288702e09dc22a44d0ee6152f2c7eda97b3c8482d826a1f3cfc7da7", size = 1593302, upload-time = "2025-11-05T18:38:30.639Z" }, + { url = "https://files.pythonhosted.org/packages/d5/3b/39e13ce78a8e9a621c5df3aeb5fd181fcc8caba8c48a194cd629771f6828/brotli-1.2.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:af43b8711a8264bb4e7d6d9a6d004c3a2019c04c01127a868709ec29962b6036", size = 1487913, upload-time = "2025-11-05T18:38:31.618Z" }, + { url = "https://files.pythonhosted.org/packages/62/28/4d00cb9bd76a6357a66fcd54b4b6d70288385584063f4b07884c1e7286ac/brotli-1.2.0-cp312-cp312-win32.whl", hash = "sha256:e99befa0b48f3cd293dafeacdd0d191804d105d279e0b387a32054c1180f3161", size = 334362, upload-time = "2025-11-05T18:38:32.939Z" }, + { url = "https://files.pythonhosted.org/packages/1c/4e/bc1dcac9498859d5e353c9b153627a3752868a9d5f05ce8dedd81a2354ab/brotli-1.2.0-cp312-cp312-win_amd64.whl", hash = "sha256:b35c13ce241abdd44cb8ca70683f20c0c079728a36a996297adb5334adfc1c44", size = 369115, upload-time = "2025-11-05T18:38:33.765Z" }, + { url = "https://files.pythonhosted.org/packages/6c/d4/4ad5432ac98c73096159d9ce7ffeb82d151c2ac84adcc6168e476bb54674/brotli-1.2.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:9e5825ba2c9998375530504578fd4d5d1059d09621a02065d1b6bfc41a8e05ab", size = 861523, upload-time = "2025-11-05T18:38:34.67Z" }, + { url = "https://files.pythonhosted.org/packages/91/9f/9cc5bd03ee68a85dc4bc89114f7067c056a3c14b3d95f171918c088bf88d/brotli-1.2.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:0cf8c3b8ba93d496b2fae778039e2f5ecc7cff99df84df337ca31d8f2252896c", size = 444289, upload-time = "2025-11-05T18:38:35.6Z" }, + { url = "https://files.pythonhosted.org/packages/2e/b6/fe84227c56a865d16a6614e2c4722864b380cb14b13f3e6bef441e73a85a/brotli-1.2.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c8565e3cdc1808b1a34714b553b262c5de5fbda202285782173ec137fd13709f", size = 1528076, upload-time = "2025-11-05T18:38:36.639Z" }, + { url = "https://files.pythonhosted.org/packages/55/de/de4ae0aaca06c790371cf6e7ee93a024f6b4bb0568727da8c3de112e726c/brotli-1.2.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:26e8d3ecb0ee458a9804f47f21b74845cc823fd1bb19f02272be70774f56e2a6", size = 1626880, upload-time = "2025-11-05T18:38:37.623Z" }, + { url = "https://files.pythonhosted.org/packages/5f/16/a1b22cbea436642e071adcaf8d4b350a2ad02f5e0ad0da879a1be16188a0/brotli-1.2.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:67a91c5187e1eec76a61625c77a6c8c785650f5b576ca732bd33ef58b0dff49c", size = 1419737, upload-time = "2025-11-05T18:38:38.729Z" }, + { url = "https://files.pythonhosted.org/packages/46/63/c968a97cbb3bdbf7f974ef5a6ab467a2879b82afbc5ffb65b8acbb744f95/brotli-1.2.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:4ecdb3b6dc36e6d6e14d3a1bdc6c1057c8cbf80db04031d566eb6080ce283a48", size = 1484440, upload-time = "2025-11-05T18:38:39.916Z" }, + { url = "https://files.pythonhosted.org/packages/06/9d/102c67ea5c9fc171f423e8399e585dabea29b5bc79b05572891e70013cdd/brotli-1.2.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:3e1b35d56856f3ed326b140d3c6d9db91740f22e14b06e840fe4bb1923439a18", size = 1593313, upload-time = "2025-11-05T18:38:41.24Z" }, + { url = "https://files.pythonhosted.org/packages/9e/4a/9526d14fa6b87bc827ba1755a8440e214ff90de03095cacd78a64abe2b7d/brotli-1.2.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:54a50a9dad16b32136b2241ddea9e4df159b41247b2ce6aac0b3276a66a8f1e5", size = 1487945, upload-time = "2025-11-05T18:38:42.277Z" }, + { url = "https://files.pythonhosted.org/packages/5b/e8/3fe1ffed70cbef83c5236166acaed7bb9c766509b157854c80e2f766b38c/brotli-1.2.0-cp313-cp313-win32.whl", hash = "sha256:1b1d6a4efedd53671c793be6dd760fcf2107da3a52331ad9ea429edf0902f27a", size = 334368, upload-time = "2025-11-05T18:38:43.345Z" }, + { url = "https://files.pythonhosted.org/packages/ff/91/e739587be970a113b37b821eae8097aac5a48e5f0eca438c22e4c7dd8648/brotli-1.2.0-cp313-cp313-win_amd64.whl", hash = "sha256:b63daa43d82f0cdabf98dee215b375b4058cce72871fd07934f179885aad16e8", size = 369116, upload-time = "2025-11-05T18:38:44.609Z" }, + { url = "https://files.pythonhosted.org/packages/17/e1/298c2ddf786bb7347a1cd71d63a347a79e5712a7c0cba9e3c3458ebd976f/brotli-1.2.0-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:6c12dad5cd04530323e723787ff762bac749a7b256a5bece32b2243dd5c27b21", size = 863080, upload-time = "2025-11-05T18:38:45.503Z" }, + { url = "https://files.pythonhosted.org/packages/84/0c/aac98e286ba66868b2b3b50338ffbd85a35c7122e9531a73a37a29763d38/brotli-1.2.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:3219bd9e69868e57183316ee19c84e03e8f8b5a1d1f2667e1aa8c2f91cb061ac", size = 445453, upload-time = "2025-11-05T18:38:46.433Z" }, + { url = "https://files.pythonhosted.org/packages/ec/f1/0ca1f3f99ae300372635ab3fe2f7a79fa335fee3d874fa7f9e68575e0e62/brotli-1.2.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:963a08f3bebd8b75ac57661045402da15991468a621f014be54e50f53a58d19e", size = 1528168, upload-time = "2025-11-05T18:38:47.371Z" }, + { url = "https://files.pythonhosted.org/packages/d6/a6/2ebfc8f766d46df8d3e65b880a2e220732395e6d7dc312c1e1244b0f074a/brotli-1.2.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:9322b9f8656782414b37e6af884146869d46ab85158201d82bab9abbcb971dc7", size = 1627098, upload-time = "2025-11-05T18:38:48.385Z" }, + { url = "https://files.pythonhosted.org/packages/f3/2f/0976d5b097ff8a22163b10617f76b2557f15f0f39d6a0fe1f02b1a53e92b/brotli-1.2.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:cf9cba6f5b78a2071ec6fb1e7bd39acf35071d90a81231d67e92d637776a6a63", size = 1419861, upload-time = "2025-11-05T18:38:49.372Z" }, + { url = "https://files.pythonhosted.org/packages/9c/97/d76df7176a2ce7616ff94c1fb72d307c9a30d2189fe877f3dd99af00ea5a/brotli-1.2.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:7547369c4392b47d30a3467fe8c3330b4f2e0f7730e45e3103d7d636678a808b", size = 1484594, upload-time = "2025-11-05T18:38:50.655Z" }, + { url = "https://files.pythonhosted.org/packages/d3/93/14cf0b1216f43df5609f5b272050b0abd219e0b54ea80b47cef9867b45e7/brotli-1.2.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:fc1530af5c3c275b8524f2e24841cbe2599d74462455e9bae5109e9ff42e9361", size = 1593455, upload-time = "2025-11-05T18:38:51.624Z" }, + { url = "https://files.pythonhosted.org/packages/b3/73/3183c9e41ca755713bdf2cc1d0810df742c09484e2e1ddd693bee53877c1/brotli-1.2.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d2d085ded05278d1c7f65560aae97b3160aeb2ea2c0b3e26204856beccb60888", size = 1488164, upload-time = "2025-11-05T18:38:53.079Z" }, + { url = "https://files.pythonhosted.org/packages/64/6a/0c78d8f3a582859236482fd9fa86a65a60328a00983006bcf6d83b7b2253/brotli-1.2.0-cp314-cp314-win32.whl", hash = "sha256:832c115a020e463c2f67664560449a7bea26b0c1fdd690352addad6d0a08714d", size = 339280, upload-time = "2025-11-05T18:38:54.02Z" }, + { url = "https://files.pythonhosted.org/packages/f5/10/56978295c14794b2c12007b07f3e41ba26acda9257457d7085b0bb3bb90c/brotli-1.2.0-cp314-cp314-win_amd64.whl", hash = "sha256:e7c0af964e0b4e3412a0ebf341ea26ec767fa0b4cf81abb5e897c9338b5ad6a3", size = 375639, upload-time = "2025-11-05T18:38:55.67Z" }, +] + +[[package]] +name = "brotlicffi" +version = "1.2.0.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "cffi" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/84/85/57c314a6b35336efbbdc13e5fc9ae13f6b60a0647cfa7c1221178ac6d8ae/brotlicffi-1.2.0.0.tar.gz", hash = "sha256:34345d8d1f9d534fcac2249e57a4c3c8801a33c9942ff9f8574f67a175e17adb", size = 476682, upload-time = "2025-11-21T18:17:57.334Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e4/df/a72b284d8c7bef0ed5756b41c2eb7d0219a1dd6ac6762f1c7bdbc31ef3af/brotlicffi-1.2.0.0-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:9458d08a7ccde8e3c0afedbf2c70a8263227a68dea5ab13590593f4c0a4fd5f4", size = 432340, upload-time = "2025-11-21T18:17:42.277Z" }, + { url = "https://files.pythonhosted.org/packages/74/2b/cc55a2d1d6fb4f5d458fba44a3d3f91fb4320aa14145799fd3a996af0686/brotlicffi-1.2.0.0-cp38-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:84e3d0020cf1bd8b8131f4a07819edee9f283721566fe044a20ec792ca8fd8b7", size = 1534002, upload-time = "2025-11-21T18:17:43.746Z" }, + { url = "https://files.pythonhosted.org/packages/e4/9c/d51486bf366fc7d6735f0e46b5b96ca58dc005b250263525a1eea3cd5d21/brotlicffi-1.2.0.0-cp38-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:33cfb408d0cff64cd50bef268c0fed397c46fbb53944aa37264148614a62e990", size = 1536547, upload-time = "2025-11-21T18:17:45.729Z" }, + { url = "https://files.pythonhosted.org/packages/1b/37/293a9a0a7caf17e6e657668bebb92dfe730305999fe8c0e2703b8888789c/brotlicffi-1.2.0.0-cp38-abi3-win32.whl", hash = "sha256:23e5c912fdc6fd37143203820230374d24babd078fc054e18070a647118158f6", size = 343085, upload-time = "2025-11-21T18:17:48.887Z" }, + { url = "https://files.pythonhosted.org/packages/07/6b/6e92009df3b8b7272f85a0992b306b61c34b7ea1c4776643746e61c380ac/brotlicffi-1.2.0.0-cp38-abi3-win_amd64.whl", hash = "sha256:f139a7cdfe4ae7859513067b736eb44d19fae1186f9e99370092f6915216451b", size = 378586, upload-time = "2025-11-21T18:17:50.531Z" }, + { url = "https://files.pythonhosted.org/packages/a4/ec/52488a0563f1663e2ccc75834b470650f4b8bcdea3132aef3bf67219c661/brotlicffi-1.2.0.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:fa102a60e50ddbd08de86a63431a722ea216d9bc903b000bf544149cc9b823dc", size = 402002, upload-time = "2025-11-21T18:17:51.76Z" }, + { url = "https://files.pythonhosted.org/packages/e4/63/d4aea4835fd97da1401d798d9b8ba77227974de565faea402f520b37b10f/brotlicffi-1.2.0.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7d3c4332fc808a94e8c1035950a10d04b681b03ab585ce897ae2a360d479037c", size = 406447, upload-time = "2025-11-21T18:17:53.614Z" }, + { url = "https://files.pythonhosted.org/packages/62/4e/5554ecb2615ff035ef8678d4e419549a0f7a28b3f096b272174d656749fb/brotlicffi-1.2.0.0-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fb4eb5830026b79a93bf503ad32b2c5257315e9ffc49e76b2715cffd07c8e3db", size = 402521, upload-time = "2025-11-21T18:17:54.875Z" }, + { url = "https://files.pythonhosted.org/packages/b5/d3/b07f8f125ac52bbee5dc00ef0d526f820f67321bf4184f915f17f50a4657/brotlicffi-1.2.0.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:3832c66e00d6d82087f20a972b2fc03e21cd99ef22705225a6f8f418a9158ecc", size = 374730, upload-time = "2025-11-21T18:17:56.334Z" }, +] + [[package]] name = "certifi" version = "2025.8.3" @@ -441,6 +510,22 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/e7/05/c19819d5e3d95294a6f5947fb9b9629efb316b96de511b418c53d245aae6/cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30", size = 8321, upload-time = "2023-10-07T05:32:16.783Z" }, ] +[[package]] +name = "ddgs" +version = "9.9.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "click" }, + { name = "fake-useragent" }, + { name = "httpx", extra = ["brotli", "http2", "socks"] }, + { name = "lxml" }, + { name = "primp" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/5a/e5/93cb56402815f86f29fccc1beae0e879e991273c2731dcd4743c299df260/ddgs-9.9.3.tar.gz", hash = "sha256:367b4b055790a44c11e96c2f85ca570e65dbeb59c7399817e00c5eaa0b7076db", size = 36103, upload-time = "2025-12-05T12:25:21.102Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/65/4d/0ab756d83e06e18f4a7ef48adc2940577bf308bfdd19c6cea6dab00baec1/ddgs-9.9.3-py3-none-any.whl", hash = "sha256:60a1d5d4b72cf23991495ea6b87d9389640d5fb3452224ecaad8e2ff17b93466", size = 41635, upload-time = "2025-12-05T12:25:19.47Z" }, +] + [[package]] name = "debugpy" version = "1.8.17" @@ -484,6 +569,42 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/07/6c/aa3f2f849e01cb6a001cd8554a88d4c77c5c1a31c95bdf1cf9301e6d9ef4/defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61", size = 25604, upload-time = "2021-03-08T10:59:24.45Z" }, ] +[[package]] +name = "duckdb" +version = "1.4.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/7f/da/17c3eb5458af69d54dedc8d18e4a32ceaa8ce4d4c699d45d6d8287e790c3/duckdb-1.4.3.tar.gz", hash = "sha256:fea43e03604c713e25a25211ada87d30cd2a044d8f27afab5deba26ac49e5268", size = 18478418, upload-time = "2025-12-09T10:59:22.945Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ec/bc/7c5e50e440c8629495678bc57bdfc1bb8e62f61090f2d5441e2bd0a0ed96/duckdb-1.4.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:366bf607088053dce845c9d24c202c04d78022436cc5d8e4c9f0492de04afbe7", size = 29019361, upload-time = "2025-12-09T10:57:59.845Z" }, + { url = "https://files.pythonhosted.org/packages/26/15/c04a4faf0dfddad2259cab72bf0bd4b3d010f2347642541bd254d516bf93/duckdb-1.4.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:8d080e8d1bf2d226423ec781f539c8f6b6ef3fd42a9a58a7160de0a00877a21f", size = 15407465, upload-time = "2025-12-09T10:58:02.465Z" }, + { url = "https://files.pythonhosted.org/packages/cb/54/a049490187c9529932fc153f7e1b92a9e145586281fe4e03ce0535a0497c/duckdb-1.4.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:9dc049ba7e906cb49ca2b6d4fbf7b6615ec3883193e8abb93f0bef2652e42dda", size = 13735781, upload-time = "2025-12-09T10:58:04.847Z" }, + { url = "https://files.pythonhosted.org/packages/14/b7/ee594dcecbc9469ec3cd1fb1f81cb5fa289ab444b80cfb5640c8f467f75f/duckdb-1.4.3-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2b30245375ea94ab528c87c61fc3ab3e36331180b16af92ee3a37b810a745d24", size = 18470729, upload-time = "2025-12-09T10:58:07.116Z" }, + { url = "https://files.pythonhosted.org/packages/df/5f/a6c1862ed8a96d8d930feb6af5e55aadd983310aab75142468c2cb32a2a3/duckdb-1.4.3-cp311-cp311-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a7c864df027da1ee95f0c32def67e15d02cd4a906c9c1cbae82c09c5112f526b", size = 20471399, upload-time = "2025-12-09T10:58:09.714Z" }, + { url = "https://files.pythonhosted.org/packages/5b/80/c05c0b6a6107b618927b7dcabe3bba6a7eecd951f25c9dbcd9c1f9577cc8/duckdb-1.4.3-cp311-cp311-win_amd64.whl", hash = "sha256:813f189039b46877b5517f1909c7b94a8fe01b4bde2640ab217537ea0fe9b59b", size = 12329359, upload-time = "2025-12-09T10:58:12.147Z" }, + { url = "https://files.pythonhosted.org/packages/b0/83/9d8fc3413f854effa680dcad1781f68f3ada8679863c0c94ba3b36bae6ff/duckdb-1.4.3-cp311-cp311-win_arm64.whl", hash = "sha256:fbc63ffdd03835f660155b37a1b6db2005bcd46e5ad398b8cac141eb305d2a3d", size = 13070898, upload-time = "2025-12-09T10:58:14.301Z" }, + { url = "https://files.pythonhosted.org/packages/5a/d7/fdc2139b94297fc5659110a38adde293d025e320673ae5e472b95d323c50/duckdb-1.4.3-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:6302452e57aef29aae3977063810ed7b2927967b97912947b9cca45c1c21955f", size = 29033112, upload-time = "2025-12-09T10:58:16.52Z" }, + { url = "https://files.pythonhosted.org/packages/eb/d9/ca93df1ce19aef8f799e3aaacf754a4dde7e9169c0b333557752d21d076a/duckdb-1.4.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:deab351ac43b6282a3270e3d40e3d57b3b50f472d9fd8c30975d88a31be41231", size = 15414646, upload-time = "2025-12-09T10:58:19.36Z" }, + { url = "https://files.pythonhosted.org/packages/16/90/9f2748e740f5fc05b739e7c5c25aab6ab4363e5da4c3c70419c7121dc806/duckdb-1.4.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5634e40e1e2d972e4f75bced1fbdd9e9e90faa26445c1052b27de97ee546944a", size = 13740477, upload-time = "2025-12-09T10:58:21.778Z" }, + { url = "https://files.pythonhosted.org/packages/5f/ec/279723615b4fb454efd823b7efe97cf2504569e2e74d15defbbd6b027901/duckdb-1.4.3-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:274d4a31aba63115f23e7e7b401e3e3a937f3626dc9dea820a9c7d3073f450d2", size = 18483715, upload-time = "2025-12-09T10:58:24.346Z" }, + { url = "https://files.pythonhosted.org/packages/10/63/af20cd20fd7fd6565ea5a1578c16157b6a6e07923e459a6f9b0dc9ada308/duckdb-1.4.3-cp312-cp312-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4f868a7e6d9b37274a1aa34849ea92aa964e9bd59a5237d6c17e8540533a1e4f", size = 20495188, upload-time = "2025-12-09T10:58:26.806Z" }, + { url = "https://files.pythonhosted.org/packages/8c/ab/0acb4b64afb2cc6c1d458a391c64e36be40137460f176c04686c965ce0e0/duckdb-1.4.3-cp312-cp312-win_amd64.whl", hash = "sha256:ef7ef15347ce97201b1b5182a5697682679b04c3374d5a01ac10ba31cf791b95", size = 12335622, upload-time = "2025-12-09T10:58:29.707Z" }, + { url = "https://files.pythonhosted.org/packages/50/d5/2a795745f6597a5e65770141da6efdc4fd754e5ee6d652f74bcb7f9c7759/duckdb-1.4.3-cp312-cp312-win_arm64.whl", hash = "sha256:1b9b445970fd18274d5ac07a0b24c032e228f967332fb5ebab3d7db27738c0e4", size = 13075834, upload-time = "2025-12-09T10:58:32.036Z" }, + { url = "https://files.pythonhosted.org/packages/fd/76/288cca43a10ddd082788e1a71f1dc68d9130b5d078c3ffd0edf2f3a8719f/duckdb-1.4.3-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:16952ac05bd7e7b39946695452bf450db1ebbe387e1e7178e10f593f2ea7b9a8", size = 29033392, upload-time = "2025-12-09T10:58:34.631Z" }, + { url = "https://files.pythonhosted.org/packages/64/07/cbad3d3da24af4d1add9bccb5fb390fac726ffa0c0cebd29bf5591cef334/duckdb-1.4.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:de984cd24a6cbefdd6d4a349f7b9a46e583ca3e58ce10d8def0b20a6e5fcbe78", size = 15414567, upload-time = "2025-12-09T10:58:37.051Z" }, + { url = "https://files.pythonhosted.org/packages/c4/19/57af0cc66ba2ffb8900f567c9aec188c6ab2a7b3f2260e9c6c3c5f9b57b1/duckdb-1.4.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:1e5457dda91b67258aae30fb1a0df84183a9f6cd27abac1d5536c0d876c6dfa1", size = 13740960, upload-time = "2025-12-09T10:58:39.658Z" }, + { url = "https://files.pythonhosted.org/packages/73/dd/23152458cf5fd51e813fadda60b9b5f011517634aa4bb9301f5f3aa951d8/duckdb-1.4.3-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:006aca6a6d6736c441b02ff5c7600b099bb8b7f4de094b8b062137efddce42df", size = 18484312, upload-time = "2025-12-09T10:58:42.054Z" }, + { url = "https://files.pythonhosted.org/packages/1a/7b/adf3f611f11997fc429d4b00a730604b65d952417f36a10c4be6e38e064d/duckdb-1.4.3-cp313-cp313-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a2813f4635f4d6681cc3304020374c46aca82758c6740d7edbc237fe3aae2744", size = 20495571, upload-time = "2025-12-09T10:58:44.646Z" }, + { url = "https://files.pythonhosted.org/packages/40/d5/6b7ddda7713a788ab2d622c7267ec317718f2bdc746ce1fca49b7ff0e50f/duckdb-1.4.3-cp313-cp313-win_amd64.whl", hash = "sha256:6db124f53a3edcb32b0a896ad3519e37477f7e67bf4811cb41ab60c1ef74e4c8", size = 12335680, upload-time = "2025-12-09T10:58:46.883Z" }, + { url = "https://files.pythonhosted.org/packages/e8/28/0670135cf54525081fded9bac1254f78984e3b96a6059cd15aca262e3430/duckdb-1.4.3-cp313-cp313-win_arm64.whl", hash = "sha256:a8b0a8764e1b5dd043d168c8f749314f7a1252b5a260fa415adaa26fa3b958fd", size = 13075161, upload-time = "2025-12-09T10:58:49.47Z" }, + { url = "https://files.pythonhosted.org/packages/b6/f4/a38651e478fa41eeb8e43a0a9c0d4cd8633adea856e3ac5ac95124b0fdbf/duckdb-1.4.3-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:316711a9e852bcfe1ed6241a5f654983f67e909e290495f3562cccdf43be8180", size = 29042272, upload-time = "2025-12-09T10:58:51.826Z" }, + { url = "https://files.pythonhosted.org/packages/16/de/2cf171a66098ce5aeeb7371511bd2b3d7b73a2090603b0b9df39f8aaf814/duckdb-1.4.3-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:9e625b2b4d52bafa1fd0ebdb0990c3961dac8bb00e30d327185de95b68202131", size = 15419343, upload-time = "2025-12-09T10:58:54.439Z" }, + { url = "https://files.pythonhosted.org/packages/35/28/6b0a7830828d4e9a37420d87e80fe6171d2869a9d3d960bf5d7c3b8c7ee4/duckdb-1.4.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:130c6760f6c573f9c9fe9aba56adba0fab48811a4871b7b8fd667318b4a3e8da", size = 13748905, upload-time = "2025-12-09T10:58:56.656Z" }, + { url = "https://files.pythonhosted.org/packages/15/4d/778628e194d63967870873b9581c8a6b4626974aa4fbe09f32708a2d3d3a/duckdb-1.4.3-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:20c88effaa557a11267706b01419c542fe42f893dee66e5a6daa5974ea2d4a46", size = 18487261, upload-time = "2025-12-09T10:58:58.866Z" }, + { url = "https://files.pythonhosted.org/packages/c6/5f/87e43af2e4a0135f9675449563e7c2f9b6f1fe6a2d1691c96b091f3904dd/duckdb-1.4.3-cp314-cp314-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1b35491db98ccd11d151165497c084a9d29d3dc42fc80abea2715a6c861ca43d", size = 20497138, upload-time = "2025-12-09T10:59:01.241Z" }, + { url = "https://files.pythonhosted.org/packages/94/41/abec537cc7c519121a2a83b9a6f180af8915fabb433777dc147744513e74/duckdb-1.4.3-cp314-cp314-win_amd64.whl", hash = "sha256:23b12854032c1a58d0452e2b212afa908d4ce64171862f3792ba9a596ba7c765", size = 12836056, upload-time = "2025-12-09T10:59:03.388Z" }, + { url = "https://files.pythonhosted.org/packages/b1/5a/8af5b96ce5622b6168854f479ce846cf7fb589813dcc7d8724233c37ded3/duckdb-1.4.3-cp314-cp314-win_arm64.whl", hash = "sha256:90f241f25cffe7241bf9f376754a5845c74775e00e1c5731119dc88cd71e0cb2", size = 13527759, upload-time = "2025-12-09T10:59:05.496Z" }, +] + [[package]] name = "elsa" version = "0.1.6" @@ -517,6 +638,15 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/c1/ea/53f2148663b321f21b5a606bd5f191517cf40b7072c0497d3c92c4a13b1e/executing-2.2.1-py2.py3-none-any.whl", hash = "sha256:760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017", size = 28317, upload-time = "2025-09-01T09:48:08.5Z" }, ] +[[package]] +name = "fake-useragent" +version = "2.2.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/41/43/948d10bf42735709edb5ae51e23297d034086f17fc7279fef385a7acb473/fake_useragent-2.2.0.tar.gz", hash = "sha256:4e6ab6571e40cc086d788523cf9e018f618d07f9050f822ff409a4dfe17c16b2", size = 158898, upload-time = "2025-04-14T15:32:19.238Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/51/37/b3ea9cd5558ff4cb51957caca2193981c6b0ff30bd0d2630ac62505d99d0/fake_useragent-2.2.0-py3-none-any.whl", hash = "sha256:67f35ca4d847b0d298187443aaf020413746e56acd985a611908c73dba2daa24", size = 161695, upload-time = "2025-04-14T15:32:17.732Z" }, +] + [[package]] name = "fastjsonschema" version = "2.21.2" @@ -526,6 +656,15 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/cb/a8/20d0723294217e47de6d9e2e40fd4a9d2f7c4b6ef974babd482a59743694/fastjsonschema-2.21.2-py3-none-any.whl", hash = "sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463", size = 24024, upload-time = "2025-08-14T18:49:34.776Z" }, ] +[[package]] +name = "filelock" +version = "3.20.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/58/46/0028a82567109b5ef6e4d2a1f04a583fb513e6cf9527fcdd09afd817deeb/filelock-3.20.0.tar.gz", hash = "sha256:711e943b4ec6be42e1d4e6690b48dc175c822967466bb31c0c293f34334c13f4", size = 18922, upload-time = "2025-10-08T18:03:50.056Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/76/91/7216b27286936c16f5b4d0c530087e4a54eead683e6b0b73dd0c64844af6/filelock-3.20.0-py3-none-any.whl", hash = "sha256:339b4732ffda5cd79b13f4e2711a31b0365ce445d95d243bb996273d072546a2", size = 16054, upload-time = "2025-10-08T18:03:48.35Z" }, +] + [[package]] name = "flask" version = "3.1.2" @@ -613,6 +752,15 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/f2/bc/8f3358b48b3c59a886d67759287df80fb20502f614c3adf1b1fcf54c41d7/frozen_flask-1.0.2-py3-none-any.whl", hash = "sha256:b81b69e84babb1da37ba592c7cd48f0822a62a4ef654f29378a0b8934b2076eb", size = 10829, upload-time = "2024-02-09T14:32:16.211Z" }, ] +[[package]] +name = "fsspec" +version = "2025.12.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/b6/27/954057b0d1f53f086f681755207dda6de6c660ce133c829158e8e8fe7895/fsspec-2025.12.0.tar.gz", hash = "sha256:c505de011584597b1060ff778bb664c1bc022e87921b0e4f10cc9c44f9635973", size = 309748, upload-time = "2025-12-03T15:23:42.687Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/51/c7/b64cae5dba3a1b138d7123ec36bb5ccd39d39939f18454407e5468f4763f/fsspec-2025.12.0-py3-none-any.whl", hash = "sha256:8bf1fe301b7d8acfa6e8571e3b1c3d158f909666642431cc78a1b7b4dbc5ec5b", size = 201422, upload-time = "2025-12-03T15:23:41.434Z" }, +] + [[package]] name = "ghp-import" version = "2.1.0" @@ -651,6 +799,8 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/1f/8e/abdd3f14d735b2929290a018ecf133c901be4874b858dd1c604b9319f064/greenlet-3.2.4-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2523e5246274f54fdadbce8494458a2ebdcdbc7b802318466ac5606d3cded1f8", size = 587684, upload-time = "2025-08-07T13:18:25.164Z" }, { url = "https://files.pythonhosted.org/packages/5d/65/deb2a69c3e5996439b0176f6651e0052542bb6c8f8ec2e3fba97c9768805/greenlet-3.2.4-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:1987de92fec508535687fb807a5cea1560f6196285a4cde35c100b8cd632cc52", size = 1116647, upload-time = "2025-08-07T13:42:38.655Z" }, { url = "https://files.pythonhosted.org/packages/3f/cc/b07000438a29ac5cfb2194bfc128151d52f333cee74dd7dfe3fb733fc16c/greenlet-3.2.4-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:55e9c5affaa6775e2c6b67659f3a71684de4c549b3dd9afca3bc773533d284fa", size = 1142073, upload-time = "2025-08-07T13:18:21.737Z" }, + { url = "https://files.pythonhosted.org/packages/67/24/28a5b2fa42d12b3d7e5614145f0bd89714c34c08be6aabe39c14dd52db34/greenlet-3.2.4-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c9c6de1940a7d828635fbd254d69db79e54619f165ee7ce32fda763a9cb6a58c", size = 1548385, upload-time = "2025-11-04T12:42:11.067Z" }, + { url = "https://files.pythonhosted.org/packages/6a/05/03f2f0bdd0b0ff9a4f7b99333d57b53a7709c27723ec8123056b084e69cd/greenlet-3.2.4-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:03c5136e7be905045160b1b9fdca93dd6727b180feeafda6818e6496434ed8c5", size = 1613329, upload-time = "2025-11-04T12:42:12.928Z" }, { url = "https://files.pythonhosted.org/packages/d8/0f/30aef242fcab550b0b3520b8e3561156857c94288f0332a79928c31a52cf/greenlet-3.2.4-cp311-cp311-win_amd64.whl", hash = "sha256:9c40adce87eaa9ddb593ccb0fa6a07caf34015a29bf8d344811665b573138db9", size = 299100, upload-time = "2025-08-07T13:44:12.287Z" }, { url = "https://files.pythonhosted.org/packages/44/69/9b804adb5fd0671f367781560eb5eb586c4d495277c93bde4307b9e28068/greenlet-3.2.4-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:3b67ca49f54cede0186854a008109d6ee71f66bd57bb36abd6d0a0267b540cdd", size = 274079, upload-time = "2025-08-07T13:15:45.033Z" }, { url = "https://files.pythonhosted.org/packages/46/e9/d2a80c99f19a153eff70bc451ab78615583b8dac0754cfb942223d2c1a0d/greenlet-3.2.4-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:ddf9164e7a5b08e9d22511526865780a576f19ddd00d62f8a665949327fde8bb", size = 640997, upload-time = "2025-08-07T13:42:56.234Z" }, @@ -660,6 +810,8 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/19/0d/6660d55f7373b2ff8152401a83e02084956da23ae58cddbfb0b330978fe9/greenlet-3.2.4-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3b3812d8d0c9579967815af437d96623f45c0f2ae5f04e366de62a12d83a8fb0", size = 607586, upload-time = "2025-08-07T13:18:28.544Z" }, { url = "https://files.pythonhosted.org/packages/8e/1a/c953fdedd22d81ee4629afbb38d2f9d71e37d23caace44775a3a969147d4/greenlet-3.2.4-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:abbf57b5a870d30c4675928c37278493044d7c14378350b3aa5d484fa65575f0", size = 1123281, upload-time = "2025-08-07T13:42:39.858Z" }, { url = "https://files.pythonhosted.org/packages/3f/c7/12381b18e21aef2c6bd3a636da1088b888b97b7a0362fac2e4de92405f97/greenlet-3.2.4-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:20fb936b4652b6e307b8f347665e2c615540d4b42b3b4c8a321d8286da7e520f", size = 1151142, upload-time = "2025-08-07T13:18:22.981Z" }, + { url = "https://files.pythonhosted.org/packages/27/45/80935968b53cfd3f33cf99ea5f08227f2646e044568c9b1555b58ffd61c2/greenlet-3.2.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:ee7a6ec486883397d70eec05059353b8e83eca9168b9f3f9a361971e77e0bcd0", size = 1564846, upload-time = "2025-11-04T12:42:15.191Z" }, + { url = "https://files.pythonhosted.org/packages/69/02/b7c30e5e04752cb4db6202a3858b149c0710e5453b71a3b2aec5d78a1aab/greenlet-3.2.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:326d234cbf337c9c3def0676412eb7040a35a768efc92504b947b3e9cfc7543d", size = 1633814, upload-time = "2025-11-04T12:42:17.175Z" }, { url = "https://files.pythonhosted.org/packages/e9/08/b0814846b79399e585f974bbeebf5580fbe59e258ea7be64d9dfb253c84f/greenlet-3.2.4-cp312-cp312-win_amd64.whl", hash = "sha256:a7d4e128405eea3814a12cc2605e0e6aedb4035bf32697f72deca74de4105e02", size = 299899, upload-time = "2025-08-07T13:38:53.448Z" }, { url = "https://files.pythonhosted.org/packages/49/e8/58c7f85958bda41dafea50497cbd59738c5c43dbbea5ee83d651234398f4/greenlet-3.2.4-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:1a921e542453fe531144e91e1feedf12e07351b1cf6c9e8a3325ea600a715a31", size = 272814, upload-time = "2025-08-07T13:15:50.011Z" }, { url = "https://files.pythonhosted.org/packages/62/dd/b9f59862e9e257a16e4e610480cfffd29e3fae018a68c2332090b53aac3d/greenlet-3.2.4-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:cd3c8e693bff0fff6ba55f140bf390fa92c994083f838fece0f63be121334945", size = 641073, upload-time = "2025-08-07T13:42:57.23Z" }, @@ -669,6 +821,8 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/ee/43/3cecdc0349359e1a527cbf2e3e28e5f8f06d3343aaf82ca13437a9aa290f/greenlet-3.2.4-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:23768528f2911bcd7e475210822ffb5254ed10d71f4028387e5a99b4c6699671", size = 610497, upload-time = "2025-08-07T13:18:31.636Z" }, { url = "https://files.pythonhosted.org/packages/b8/19/06b6cf5d604e2c382a6f31cafafd6f33d5dea706f4db7bdab184bad2b21d/greenlet-3.2.4-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:00fadb3fedccc447f517ee0d3fd8fe49eae949e1cd0f6a611818f4f6fb7dc83b", size = 1121662, upload-time = "2025-08-07T13:42:41.117Z" }, { url = "https://files.pythonhosted.org/packages/a2/15/0d5e4e1a66fab130d98168fe984c509249c833c1a3c16806b90f253ce7b9/greenlet-3.2.4-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:d25c5091190f2dc0eaa3f950252122edbbadbb682aa7b1ef2f8af0f8c0afefae", size = 1149210, upload-time = "2025-08-07T13:18:24.072Z" }, + { url = "https://files.pythonhosted.org/packages/1c/53/f9c440463b3057485b8594d7a638bed53ba531165ef0ca0e6c364b5cc807/greenlet-3.2.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6e343822feb58ac4d0a1211bd9399de2b3a04963ddeec21530fc426cc121f19b", size = 1564759, upload-time = "2025-11-04T12:42:19.395Z" }, + { url = "https://files.pythonhosted.org/packages/47/e4/3bb4240abdd0a8d23f4f88adec746a3099f0d86bfedb623f063b2e3b4df0/greenlet-3.2.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ca7f6f1f2649b89ce02f6f229d7c19f680a6238af656f61e0115b24857917929", size = 1634288, upload-time = "2025-11-04T12:42:21.174Z" }, { url = "https://files.pythonhosted.org/packages/0b/55/2321e43595e6801e105fcfdee02b34c0f996eb71e6ddffca6b10b7e1d771/greenlet-3.2.4-cp313-cp313-win_amd64.whl", hash = "sha256:554b03b6e73aaabec3745364d6239e9e012d64c68ccd0b8430c64ccc14939a8b", size = 299685, upload-time = "2025-08-07T13:24:38.824Z" }, { url = "https://files.pythonhosted.org/packages/22/5c/85273fd7cc388285632b0498dbbab97596e04b154933dfe0f3e68156c68c/greenlet-3.2.4-cp314-cp314-macosx_11_0_universal2.whl", hash = "sha256:49a30d5fda2507ae77be16479bdb62a660fa51b1eb4928b524975b3bde77b3c0", size = 273586, upload-time = "2025-08-07T13:16:08.004Z" }, { url = "https://files.pythonhosted.org/packages/d1/75/10aeeaa3da9332c2e761e4c50d4c3556c21113ee3f0afa2cf5769946f7a3/greenlet-3.2.4-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:299fd615cd8fc86267b47597123e3f43ad79c9d8a22bebdce535e53550763e2f", size = 686346, upload-time = "2025-08-07T13:42:59.944Z" }, @@ -676,6 +830,8 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/dc/8b/29aae55436521f1d6f8ff4e12fb676f3400de7fcf27fccd1d4d17fd8fecd/greenlet-3.2.4-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:b4a1870c51720687af7fa3e7cda6d08d801dae660f75a76f3845b642b4da6ee1", size = 694659, upload-time = "2025-08-07T13:53:17.759Z" }, { url = "https://files.pythonhosted.org/packages/92/2e/ea25914b1ebfde93b6fc4ff46d6864564fba59024e928bdc7de475affc25/greenlet-3.2.4-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:061dc4cf2c34852b052a8620d40f36324554bc192be474b9e9770e8c042fd735", size = 695355, upload-time = "2025-08-07T13:18:34.517Z" }, { url = "https://files.pythonhosted.org/packages/72/60/fc56c62046ec17f6b0d3060564562c64c862948c9d4bc8aa807cf5bd74f4/greenlet-3.2.4-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:44358b9bf66c8576a9f57a590d5f5d6e72fa4228b763d0e43fee6d3b06d3a337", size = 657512, upload-time = "2025-08-07T13:18:33.969Z" }, + { url = "https://files.pythonhosted.org/packages/23/6e/74407aed965a4ab6ddd93a7ded3180b730d281c77b765788419484cdfeef/greenlet-3.2.4-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:2917bdf657f5859fbf3386b12d68ede4cf1f04c90c3a6bc1f013dd68a22e2269", size = 1612508, upload-time = "2025-11-04T12:42:23.427Z" }, + { url = "https://files.pythonhosted.org/packages/0d/da/343cd760ab2f92bac1845ca07ee3faea9fe52bee65f7bcb19f16ad7de08b/greenlet-3.2.4-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:015d48959d4add5d6c9f6c5210ee3803a830dce46356e3bc326d6776bde54681", size = 1680760, upload-time = "2025-11-04T12:42:25.341Z" }, { url = "https://files.pythonhosted.org/packages/e3/a5/6ddab2b4c112be95601c13428db1d8b6608a8b6039816f2ba09c346c08fc/greenlet-3.2.4-cp314-cp314-win_amd64.whl", hash = "sha256:e37ab26028f12dbb0ff65f29a8d3d44a765c61e729647bf2ddfbbed621726f01", size = 303425, upload-time = "2025-08-07T13:32:27.59Z" }, ] @@ -688,6 +844,57 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86", size = 37515, upload-time = "2025-04-24T03:35:24.344Z" }, ] +[[package]] +name = "h2" +version = "4.3.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "hpack" }, + { name = "hyperframe" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/1d/17/afa56379f94ad0fe8defd37d6eb3f89a25404ffc71d4d848893d270325fc/h2-4.3.0.tar.gz", hash = "sha256:6c59efe4323fa18b47a632221a1888bd7fde6249819beda254aeca909f221bf1", size = 2152026, upload-time = "2025-08-23T18:12:19.778Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/69/b2/119f6e6dcbd96f9069ce9a2665e0146588dc9f88f29549711853645e736a/h2-4.3.0-py3-none-any.whl", hash = "sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd", size = 61779, upload-time = "2025-08-23T18:12:17.779Z" }, +] + +[[package]] +name = "hf-xet" +version = "1.2.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/5e/6e/0f11bacf08a67f7fb5ee09740f2ca54163863b07b70d579356e9222ce5d8/hf_xet-1.2.0.tar.gz", hash = "sha256:a8c27070ca547293b6890c4bf389f713f80e8c478631432962bb7f4bc0bd7d7f", size = 506020, upload-time = "2025-10-24T19:04:32.129Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/9e/a5/85ef910a0aa034a2abcfadc360ab5ac6f6bc4e9112349bd40ca97551cff0/hf_xet-1.2.0-cp313-cp313t-macosx_10_12_x86_64.whl", hash = "sha256:ceeefcd1b7aed4956ae8499e2199607765fbd1c60510752003b6cc0b8413b649", size = 2861870, upload-time = "2025-10-24T19:04:11.422Z" }, + { url = "https://files.pythonhosted.org/packages/ea/40/e2e0a7eb9a51fe8828ba2d47fe22a7e74914ea8a0db68a18c3aa7449c767/hf_xet-1.2.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:b70218dd548e9840224df5638fdc94bd033552963cfa97f9170829381179c813", size = 2717584, upload-time = "2025-10-24T19:04:09.586Z" }, + { url = "https://files.pythonhosted.org/packages/a5/7d/daf7f8bc4594fdd59a8a596f9e3886133fdc68e675292218a5e4c1b7e834/hf_xet-1.2.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7d40b18769bb9a8bc82a9ede575ce1a44c75eb80e7375a01d76259089529b5dc", size = 3315004, upload-time = "2025-10-24T19:04:00.314Z" }, + { url = "https://files.pythonhosted.org/packages/b1/ba/45ea2f605fbf6d81c8b21e4d970b168b18a53515923010c312c06cd83164/hf_xet-1.2.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:cd3a6027d59cfb60177c12d6424e31f4b5ff13d8e3a1247b3a584bf8977e6df5", size = 3222636, upload-time = "2025-10-24T19:03:58.111Z" }, + { url = "https://files.pythonhosted.org/packages/4a/1d/04513e3cab8f29ab8c109d309ddd21a2705afab9d52f2ba1151e0c14f086/hf_xet-1.2.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:6de1fc44f58f6dd937956c8d304d8c2dea264c80680bcfa61ca4a15e7b76780f", size = 3408448, upload-time = "2025-10-24T19:04:20.951Z" }, + { url = "https://files.pythonhosted.org/packages/f0/7c/60a2756d7feec7387db3a1176c632357632fbe7849fce576c5559d4520c7/hf_xet-1.2.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:f182f264ed2acd566c514e45da9f2119110e48a87a327ca271027904c70c5832", size = 3503401, upload-time = "2025-10-24T19:04:22.549Z" }, + { url = "https://files.pythonhosted.org/packages/4e/64/48fffbd67fb418ab07451e4ce641a70de1c40c10a13e25325e24858ebe5a/hf_xet-1.2.0-cp313-cp313t-win_amd64.whl", hash = "sha256:293a7a3787e5c95d7be1857358a9130694a9c6021de3f27fa233f37267174382", size = 2900866, upload-time = "2025-10-24T19:04:33.461Z" }, + { url = "https://files.pythonhosted.org/packages/e2/51/f7e2caae42f80af886db414d4e9885fac959330509089f97cccb339c6b87/hf_xet-1.2.0-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:10bfab528b968c70e062607f663e21e34e2bba349e8038db546646875495179e", size = 2861861, upload-time = "2025-10-24T19:04:19.01Z" }, + { url = "https://files.pythonhosted.org/packages/6e/1d/a641a88b69994f9371bd347f1dd35e5d1e2e2460a2e350c8d5165fc62005/hf_xet-1.2.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:2a212e842647b02eb6a911187dc878e79c4aa0aa397e88dd3b26761676e8c1f8", size = 2717699, upload-time = "2025-10-24T19:04:17.306Z" }, + { url = "https://files.pythonhosted.org/packages/df/e0/e5e9bba7d15f0318955f7ec3f4af13f92e773fbb368c0b8008a5acbcb12f/hf_xet-1.2.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:30e06daccb3a7d4c065f34fc26c14c74f4653069bb2b194e7f18f17cbe9939c0", size = 3314885, upload-time = "2025-10-24T19:04:07.642Z" }, + { url = "https://files.pythonhosted.org/packages/21/90/b7fe5ff6f2b7b8cbdf1bd56145f863c90a5807d9758a549bf3d916aa4dec/hf_xet-1.2.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:29c8fc913a529ec0a91867ce3d119ac1aac966e098cf49501800c870328cc090", size = 3221550, upload-time = "2025-10-24T19:04:05.55Z" }, + { url = "https://files.pythonhosted.org/packages/6f/cb/73f276f0a7ce46cc6a6ec7d6c7d61cbfe5f2e107123d9bbd0193c355f106/hf_xet-1.2.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:66e159cbfcfbb29f920db2c09ed8b660eb894640d284f102ada929b6e3dc410a", size = 3408010, upload-time = "2025-10-24T19:04:28.598Z" }, + { url = "https://files.pythonhosted.org/packages/b8/1e/d642a12caa78171f4be64f7cd9c40e3ca5279d055d0873188a58c0f5fbb9/hf_xet-1.2.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:9c91d5ae931510107f148874e9e2de8a16052b6f1b3ca3c1b12f15ccb491390f", size = 3503264, upload-time = "2025-10-24T19:04:30.397Z" }, + { url = "https://files.pythonhosted.org/packages/17/b5/33764714923fa1ff922770f7ed18c2daae034d21ae6e10dbf4347c854154/hf_xet-1.2.0-cp314-cp314t-win_amd64.whl", hash = "sha256:210d577732b519ac6ede149d2f2f34049d44e8622bf14eb3d63bbcd2d4b332dc", size = 2901071, upload-time = "2025-10-24T19:04:37.463Z" }, + { url = "https://files.pythonhosted.org/packages/96/2d/22338486473df5923a9ab7107d375dbef9173c338ebef5098ef593d2b560/hf_xet-1.2.0-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:46740d4ac024a7ca9b22bebf77460ff43332868b661186a8e46c227fdae01848", size = 2866099, upload-time = "2025-10-24T19:04:15.366Z" }, + { url = "https://files.pythonhosted.org/packages/7f/8c/c5becfa53234299bc2210ba314eaaae36c2875e0045809b82e40a9544f0c/hf_xet-1.2.0-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:27df617a076420d8845bea087f59303da8be17ed7ec0cd7ee3b9b9f579dff0e4", size = 2722178, upload-time = "2025-10-24T19:04:13.695Z" }, + { url = "https://files.pythonhosted.org/packages/9a/92/cf3ab0b652b082e66876d08da57fcc6fa2f0e6c70dfbbafbd470bb73eb47/hf_xet-1.2.0-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3651fd5bfe0281951b988c0facbe726aa5e347b103a675f49a3fa8144c7968fd", size = 3320214, upload-time = "2025-10-24T19:04:03.596Z" }, + { url = "https://files.pythonhosted.org/packages/46/92/3f7ec4a1b6a65bf45b059b6d4a5d38988f63e193056de2f420137e3c3244/hf_xet-1.2.0-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:d06fa97c8562fb3ee7a378dd9b51e343bc5bc8190254202c9771029152f5e08c", size = 3229054, upload-time = "2025-10-24T19:04:01.949Z" }, + { url = "https://files.pythonhosted.org/packages/0b/dd/7ac658d54b9fb7999a0ccb07ad863b413cbaf5cf172f48ebcd9497ec7263/hf_xet-1.2.0-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:4c1428c9ae73ec0939410ec73023c4f842927f39db09b063b9482dac5a3bb737", size = 3413812, upload-time = "2025-10-24T19:04:24.585Z" }, + { url = "https://files.pythonhosted.org/packages/92/68/89ac4e5b12a9ff6286a12174c8538a5930e2ed662091dd2572bbe0a18c8a/hf_xet-1.2.0-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a55558084c16b09b5ed32ab9ed38421e2d87cf3f1f89815764d1177081b99865", size = 3508920, upload-time = "2025-10-24T19:04:26.927Z" }, + { url = "https://files.pythonhosted.org/packages/cb/44/870d44b30e1dcfb6a65932e3e1506c103a8a5aea9103c337e7a53180322c/hf_xet-1.2.0-cp37-abi3-win_amd64.whl", hash = "sha256:e6584a52253f72c9f52f9e549d5895ca7a471608495c4ecaa6cc73dba2b24d69", size = 2905735, upload-time = "2025-10-24T19:04:35.928Z" }, +] + +[[package]] +name = "hpack" +version = "4.1.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/2c/48/71de9ed269fdae9c8057e5a4c0aa7402e8bb16f2c6e90b3aa53327b113f8/hpack-4.1.0.tar.gz", hash = "sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca", size = 51276, upload-time = "2025-01-22T21:44:58.347Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/07/c6/80c95b1b2b94682a72cbdbfb85b81ae2daffa4291fbfa1b1464502ede10d/hpack-4.1.0-py3-none-any.whl", hash = "sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496", size = 34357, upload-time = "2025-01-22T21:44:56.92Z" }, +] + [[package]] name = "httpcore" version = "1.0.9" @@ -716,6 +923,46 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/2a/39/e50c7c3a983047577ee07d2a9e53faf5a69493943ec3f6a384bdc792deb2/httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad", size = 73517, upload-time = "2024-12-06T15:37:21.509Z" }, ] +[package.optional-dependencies] +brotli = [ + { name = "brotli", marker = "platform_python_implementation == 'CPython'" }, + { name = "brotlicffi", marker = "platform_python_implementation != 'CPython'" }, +] +http2 = [ + { name = "h2" }, +] +socks = [ + { name = "socksio" }, +] + +[[package]] +name = "huggingface-hub" +version = "0.36.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "filelock" }, + { name = "fsspec" }, + { name = "hf-xet", marker = "platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64'" }, + { name = "packaging" }, + { name = "pyyaml" }, + { name = "requests" }, + { name = "tqdm" }, + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/98/63/4910c5fa9128fdadf6a9c5ac138e8b1b6cee4ca44bf7915bbfbce4e355ee/huggingface_hub-0.36.0.tar.gz", hash = "sha256:47b3f0e2539c39bf5cde015d63b72ec49baff67b6931c3d97f3f84532e2b8d25", size = 463358, upload-time = "2025-10-23T12:12:01.413Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/cb/bd/1a875e0d592d447cbc02805fd3fe0f497714d6a2583f59d14fa9ebad96eb/huggingface_hub-0.36.0-py3-none-any.whl", hash = "sha256:7bcc9ad17d5b3f07b57c78e79d527102d08313caa278a641993acddcb894548d", size = 566094, upload-time = "2025-10-23T12:11:59.557Z" }, +] + +[[package]] +name = "hyperframe" +version = "6.1.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/02/e7/94f8232d4a74cc99514c13a9f995811485a6903d48e5d952771ef6322e30/hyperframe-6.1.0.tar.gz", hash = "sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08", size = 26566, upload-time = "2025-01-22T21:41:49.302Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/48/30/47d0bf6072f7252e6521f3447ccfa40b421b6824517f82854703d0f5a98b/hyperframe-6.1.0-py3-none-any.whl", hash = "sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5", size = 13007, upload-time = "2025-01-22T21:41:47.295Z" }, +] + [[package]] name = "ics" version = "0.7.2" @@ -1247,6 +1494,8 @@ name = "lessons" version = "0.1.0" source = { virtual = "lessons" } dependencies = [ + { name = "ddgs" }, + { name = "duckdb" }, { name = "jupyter" }, { name = "matplotlib" }, { name = "meteostat" }, @@ -1254,17 +1503,20 @@ dependencies = [ { name = "openpyxl" }, { name = "pandas" }, { name = "plotly" }, - { name = "pyarrow" }, { name = "requests" }, { name = "scikit-learn" }, { name = "scipy" }, { name = "seaborn" }, + { name = "smolagents" }, { name = "sqlalchemy" }, + { name = "tqdm" }, { name = "xlrd" }, ] [package.metadata] requires-dist = [ + { name = "ddgs", specifier = ">=9.9.3" }, + { name = "duckdb", specifier = ">=1.4.3" }, { name = "jupyter", specifier = ">=1.1.1" }, { name = "matplotlib", specifier = ">=3.9.2" }, { name = "meteostat", specifier = ">=1.7.4" }, @@ -1272,12 +1524,13 @@ requires-dist = [ { name = "openpyxl", specifier = ">=3.1.5" }, { name = "pandas", specifier = ">=2.2.3" }, { name = "plotly", specifier = ">=5.24.1" }, - { name = "pyarrow", specifier = ">=21.0.0" }, { name = "requests", specifier = ">=2.32.3" }, { name = "scikit-learn", specifier = ">=1.5.2" }, { name = "scipy", specifier = ">=1.13.1" }, { name = "seaborn", specifier = ">=0.13.2" }, + { name = "smolagents", specifier = ">=1.23.0" }, { name = "sqlalchemy", specifier = ">=2.0.35" }, + { name = "tqdm", specifier = ">=4.67.1" }, { name = "xlrd", specifier = ">=2.0.1" }, ] @@ -1363,6 +1616,18 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/b6/db/8f620f1ac62cf32554821b00b768dd5957ac8e3fd051593532be5b40b438/lxml-6.0.1-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:51bd5d1a9796ca253db6045ab45ca882c09c071deafffc22e06975b7ace36300", size = 3518127, upload-time = "2025-08-22T10:37:51.66Z" }, ] +[[package]] +name = "markdown-it-py" +version = "4.0.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "mdurl" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/5b/f5/4ec618ed16cc4f8fb3b701563655a69816155e79e24a17b651541804721d/markdown_it_py-4.0.0.tar.gz", hash = "sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3", size = 73070, upload-time = "2025-08-11T12:57:52.854Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/94/54/e7d793b573f298e1c9013b8c4dade17d481164aa517d1d7148619c2cedbf/markdown_it_py-4.0.0-py3-none-any.whl", hash = "sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147", size = 87321, upload-time = "2025-08-11T12:57:51.923Z" }, +] + [[package]] name = "markupsafe" version = "3.0.2" @@ -1487,6 +1752,15 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/8f/8e/9ad090d3553c280a8060fbf6e24dc1c0c29704ee7d1c372f0c174aa59285/matplotlib_inline-0.1.7-py3-none-any.whl", hash = "sha256:df192d39a4ff8f21b1895d72e6a13f5fcc5099f00fa84384e0ea28c2cc0653ca", size = 9899, upload-time = "2024-04-15T13:44:43.265Z" }, ] +[[package]] +name = "mdurl" +version = "0.1.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d6/54/cfe61301667036ec958cb99bd3efefba235e65cdeb9c84d24a8293ba1d90/mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba", size = 8729, upload-time = "2022-08-14T12:40:10.846Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8", size = 9979, upload-time = "2022-08-14T12:40:09.779Z" }, +] + [[package]] name = "meteostat" version = "1.7.4" @@ -1962,6 +2236,22 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/95/a9/12e2dc726ba1ba775a2c6922d5d5b4488ad60bdab0888c337c194c8e6de8/plotly-6.3.0-py3-none-any.whl", hash = "sha256:7ad806edce9d3cdd882eaebaf97c0c9e252043ed1ed3d382c3e3520ec07806d4", size = 9791257, upload-time = "2025-08-12T20:22:09.205Z" }, ] +[[package]] +name = "primp" +version = "0.15.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/56/0b/a87556189da4de1fc6360ca1aa05e8335509633f836cdd06dd17f0743300/primp-0.15.0.tar.gz", hash = "sha256:1af8ea4b15f57571ff7fc5e282a82c5eb69bc695e19b8ddeeda324397965b30a", size = 113022, upload-time = "2025-04-17T11:41:05.315Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f5/5a/146ac964b99ea7657ad67eb66f770be6577dfe9200cb28f9a95baffd6c3f/primp-0.15.0-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:1b281f4ca41a0c6612d4c6e68b96e28acfe786d226a427cd944baa8d7acd644f", size = 3178914, upload-time = "2025-04-17T11:40:59.558Z" }, + { url = "https://files.pythonhosted.org/packages/bc/8a/cc2321e32db3ce64d6e32950d5bcbea01861db97bfb20b5394affc45b387/primp-0.15.0-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:489cbab55cd793ceb8f90bb7423c6ea64ebb53208ffcf7a044138e3c66d77299", size = 2955079, upload-time = "2025-04-17T11:40:57.398Z" }, + { url = "https://files.pythonhosted.org/packages/c3/7b/cbd5d999a07ff2a21465975d4eb477ae6f69765e8fe8c9087dab250180d8/primp-0.15.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c18b45c23f94016215f62d2334552224236217aaeb716871ce0e4dcfa08eb161", size = 3281018, upload-time = "2025-04-17T11:40:55.308Z" }, + { url = "https://files.pythonhosted.org/packages/1b/6e/a6221c612e61303aec2bcac3f0a02e8b67aee8c0db7bdc174aeb8010f975/primp-0.15.0-cp38-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:e985a9cba2e3f96a323722e5440aa9eccaac3178e74b884778e926b5249df080", size = 3255229, upload-time = "2025-04-17T11:40:47.811Z" }, + { url = "https://files.pythonhosted.org/packages/3b/54/bfeef5aca613dc660a69d0760a26c6b8747d8fdb5a7f20cb2cee53c9862f/primp-0.15.0-cp38-abi3-manylinux_2_34_armv7l.whl", hash = "sha256:6b84a6ffa083e34668ff0037221d399c24d939b5629cd38223af860de9e17a83", size = 3014522, upload-time = "2025-04-17T11:40:50.191Z" }, + { url = "https://files.pythonhosted.org/packages/ac/96/84078e09f16a1dad208f2fe0f8a81be2cf36e024675b0f9eec0c2f6e2182/primp-0.15.0-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:592f6079646bdf5abbbfc3b0a28dac8de943f8907a250ce09398cda5eaebd260", size = 3418567, upload-time = "2025-04-17T11:41:01.595Z" }, + { url = "https://files.pythonhosted.org/packages/6c/80/8a7a9587d3eb85be3d0b64319f2f690c90eb7953e3f73a9ddd9e46c8dc42/primp-0.15.0-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:5a728e5a05f37db6189eb413d22c78bd143fa59dd6a8a26dacd43332b3971fe8", size = 3606279, upload-time = "2025-04-17T11:41:03.61Z" }, + { url = "https://files.pythonhosted.org/packages/0c/dd/f0183ed0145e58cf9d286c1b2c14f63ccee987a4ff79ac85acc31b5d86bd/primp-0.15.0-cp38-abi3-win_amd64.whl", hash = "sha256:aeb6bd20b06dfc92cfe4436939c18de88a58c640752cf7f30d9e4ae893cdec32", size = 3149967, upload-time = "2025-04-17T11:41:07.067Z" }, +] + [[package]] name = "prometheus-client" version = "0.23.1" @@ -2017,42 +2307,6 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/8e/37/efad0257dc6e593a18957422533ff0f87ede7c9c6ea010a2177d738fb82f/pure_eval-0.2.3-py3-none-any.whl", hash = "sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0", size = 11842, upload-time = "2024-07-21T12:58:20.04Z" }, ] -[[package]] -name = "pyarrow" -version = "21.0.0" -source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/ef/c2/ea068b8f00905c06329a3dfcd40d0fcc2b7d0f2e355bdb25b65e0a0e4cd4/pyarrow-21.0.0.tar.gz", hash = "sha256:5051f2dccf0e283ff56335760cbc8622cf52264d67e359d5569541ac11b6d5bc", size = 1133487, upload-time = "2025-07-18T00:57:31.761Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/94/dc/80564a3071a57c20b7c32575e4a0120e8a330ef487c319b122942d665960/pyarrow-21.0.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:c077f48aab61738c237802836fc3844f85409a46015635198761b0d6a688f87b", size = 31243234, upload-time = "2025-07-18T00:55:03.812Z" }, - { url = "https://files.pythonhosted.org/packages/ea/cc/3b51cb2db26fe535d14f74cab4c79b191ed9a8cd4cbba45e2379b5ca2746/pyarrow-21.0.0-cp311-cp311-macosx_12_0_x86_64.whl", hash = "sha256:689f448066781856237eca8d1975b98cace19b8dd2ab6145bf49475478bcaa10", size = 32714370, upload-time = "2025-07-18T00:55:07.495Z" }, - { url = "https://files.pythonhosted.org/packages/24/11/a4431f36d5ad7d83b87146f515c063e4d07ef0b7240876ddb885e6b44f2e/pyarrow-21.0.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:479ee41399fcddc46159a551705b89c05f11e8b8cb8e968f7fec64f62d91985e", size = 41135424, upload-time = "2025-07-18T00:55:11.461Z" }, - { url = "https://files.pythonhosted.org/packages/74/dc/035d54638fc5d2971cbf1e987ccd45f1091c83bcf747281cf6cc25e72c88/pyarrow-21.0.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:40ebfcb54a4f11bcde86bc586cbd0272bac0d516cfa539c799c2453768477569", size = 42823810, upload-time = "2025-07-18T00:55:16.301Z" }, - { url = "https://files.pythonhosted.org/packages/2e/3b/89fced102448a9e3e0d4dded1f37fa3ce4700f02cdb8665457fcc8015f5b/pyarrow-21.0.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8d58d8497814274d3d20214fbb24abcad2f7e351474357d552a8d53bce70c70e", size = 43391538, upload-time = "2025-07-18T00:55:23.82Z" }, - { url = "https://files.pythonhosted.org/packages/fb/bb/ea7f1bd08978d39debd3b23611c293f64a642557e8141c80635d501e6d53/pyarrow-21.0.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:585e7224f21124dd57836b1530ac8f2df2afc43c861d7bf3d58a4870c42ae36c", size = 45120056, upload-time = "2025-07-18T00:55:28.231Z" }, - { url = "https://files.pythonhosted.org/packages/6e/0b/77ea0600009842b30ceebc3337639a7380cd946061b620ac1a2f3cb541e2/pyarrow-21.0.0-cp311-cp311-win_amd64.whl", hash = "sha256:555ca6935b2cbca2c0e932bedd853e9bc523098c39636de9ad4693b5b1df86d6", size = 26220568, upload-time = "2025-07-18T00:55:32.122Z" }, - { url = "https://files.pythonhosted.org/packages/ca/d4/d4f817b21aacc30195cf6a46ba041dd1be827efa4a623cc8bf39a1c2a0c0/pyarrow-21.0.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:3a302f0e0963db37e0a24a70c56cf91a4faa0bca51c23812279ca2e23481fccd", size = 31160305, upload-time = "2025-07-18T00:55:35.373Z" }, - { url = "https://files.pythonhosted.org/packages/a2/9c/dcd38ce6e4b4d9a19e1d36914cb8e2b1da4e6003dd075474c4cfcdfe0601/pyarrow-21.0.0-cp312-cp312-macosx_12_0_x86_64.whl", hash = "sha256:b6b27cf01e243871390474a211a7922bfbe3bda21e39bc9160daf0da3fe48876", size = 32684264, upload-time = "2025-07-18T00:55:39.303Z" }, - { url = "https://files.pythonhosted.org/packages/4f/74/2a2d9f8d7a59b639523454bec12dba35ae3d0a07d8ab529dc0809f74b23c/pyarrow-21.0.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:e72a8ec6b868e258a2cd2672d91f2860ad532d590ce94cdf7d5e7ec674ccf03d", size = 41108099, upload-time = "2025-07-18T00:55:42.889Z" }, - { url = "https://files.pythonhosted.org/packages/ad/90/2660332eeb31303c13b653ea566a9918484b6e4d6b9d2d46879a33ab0622/pyarrow-21.0.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:b7ae0bbdc8c6674259b25bef5d2a1d6af5d39d7200c819cf99e07f7dfef1c51e", size = 42829529, upload-time = "2025-07-18T00:55:47.069Z" }, - { url = "https://files.pythonhosted.org/packages/33/27/1a93a25c92717f6aa0fca06eb4700860577d016cd3ae51aad0e0488ac899/pyarrow-21.0.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:58c30a1729f82d201627c173d91bd431db88ea74dcaa3885855bc6203e433b82", size = 43367883, upload-time = "2025-07-18T00:55:53.069Z" }, - { url = "https://files.pythonhosted.org/packages/05/d9/4d09d919f35d599bc05c6950095e358c3e15148ead26292dfca1fb659b0c/pyarrow-21.0.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:072116f65604b822a7f22945a7a6e581cfa28e3454fdcc6939d4ff6090126623", size = 45133802, upload-time = "2025-07-18T00:55:57.714Z" }, - { url = "https://files.pythonhosted.org/packages/71/30/f3795b6e192c3ab881325ffe172e526499eb3780e306a15103a2764916a2/pyarrow-21.0.0-cp312-cp312-win_amd64.whl", hash = "sha256:cf56ec8b0a5c8c9d7021d6fd754e688104f9ebebf1bf4449613c9531f5346a18", size = 26203175, upload-time = "2025-07-18T00:56:01.364Z" }, - { url = "https://files.pythonhosted.org/packages/16/ca/c7eaa8e62db8fb37ce942b1ea0c6d7abfe3786ca193957afa25e71b81b66/pyarrow-21.0.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:e99310a4ebd4479bcd1964dff9e14af33746300cb014aa4a3781738ac63baf4a", size = 31154306, upload-time = "2025-07-18T00:56:04.42Z" }, - { url = "https://files.pythonhosted.org/packages/ce/e8/e87d9e3b2489302b3a1aea709aaca4b781c5252fcb812a17ab6275a9a484/pyarrow-21.0.0-cp313-cp313-macosx_12_0_x86_64.whl", hash = "sha256:d2fe8e7f3ce329a71b7ddd7498b3cfac0eeb200c2789bd840234f0dc271a8efe", size = 32680622, upload-time = "2025-07-18T00:56:07.505Z" }, - { url = "https://files.pythonhosted.org/packages/84/52/79095d73a742aa0aba370c7942b1b655f598069489ab387fe47261a849e1/pyarrow-21.0.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:f522e5709379d72fb3da7785aa489ff0bb87448a9dc5a75f45763a795a089ebd", size = 41104094, upload-time = "2025-07-18T00:56:10.994Z" }, - { url = "https://files.pythonhosted.org/packages/89/4b/7782438b551dbb0468892a276b8c789b8bbdb25ea5c5eb27faadd753e037/pyarrow-21.0.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:69cbbdf0631396e9925e048cfa5bce4e8c3d3b41562bbd70c685a8eb53a91e61", size = 42825576, upload-time = "2025-07-18T00:56:15.569Z" }, - { url = "https://files.pythonhosted.org/packages/b3/62/0f29de6e0a1e33518dec92c65be0351d32d7ca351e51ec5f4f837a9aab91/pyarrow-21.0.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:731c7022587006b755d0bdb27626a1a3bb004bb56b11fb30d98b6c1b4718579d", size = 43368342, upload-time = "2025-07-18T00:56:19.531Z" }, - { url = "https://files.pythonhosted.org/packages/90/c7/0fa1f3f29cf75f339768cc698c8ad4ddd2481c1742e9741459911c9ac477/pyarrow-21.0.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:dc56bc708f2d8ac71bd1dcb927e458c93cec10b98eb4120206a4091db7b67b99", size = 45131218, upload-time = "2025-07-18T00:56:23.347Z" }, - { url = "https://files.pythonhosted.org/packages/01/63/581f2076465e67b23bc5a37d4a2abff8362d389d29d8105832e82c9c811c/pyarrow-21.0.0-cp313-cp313-win_amd64.whl", hash = "sha256:186aa00bca62139f75b7de8420f745f2af12941595bbbfa7ed3870ff63e25636", size = 26087551, upload-time = "2025-07-18T00:56:26.758Z" }, - { url = "https://files.pythonhosted.org/packages/c9/ab/357d0d9648bb8241ee7348e564f2479d206ebe6e1c47ac5027c2e31ecd39/pyarrow-21.0.0-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:a7a102574faa3f421141a64c10216e078df467ab9576684d5cd696952546e2da", size = 31290064, upload-time = "2025-07-18T00:56:30.214Z" }, - { url = "https://files.pythonhosted.org/packages/3f/8a/5685d62a990e4cac2043fc76b4661bf38d06efed55cf45a334b455bd2759/pyarrow-21.0.0-cp313-cp313t-macosx_12_0_x86_64.whl", hash = "sha256:1e005378c4a2c6db3ada3ad4c217b381f6c886f0a80d6a316fe586b90f77efd7", size = 32727837, upload-time = "2025-07-18T00:56:33.935Z" }, - { url = "https://files.pythonhosted.org/packages/fc/de/c0828ee09525c2bafefd3e736a248ebe764d07d0fd762d4f0929dbc516c9/pyarrow-21.0.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:65f8e85f79031449ec8706b74504a316805217b35b6099155dd7e227eef0d4b6", size = 41014158, upload-time = "2025-07-18T00:56:37.528Z" }, - { url = "https://files.pythonhosted.org/packages/6e/26/a2865c420c50b7a3748320b614f3484bfcde8347b2639b2b903b21ce6a72/pyarrow-21.0.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:3a81486adc665c7eb1a2bde0224cfca6ceaba344a82a971ef059678417880eb8", size = 42667885, upload-time = "2025-07-18T00:56:41.483Z" }, - { url = "https://files.pythonhosted.org/packages/0a/f9/4ee798dc902533159250fb4321267730bc0a107d8c6889e07c3add4fe3a5/pyarrow-21.0.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:fc0d2f88b81dcf3ccf9a6ae17f89183762c8a94a5bdcfa09e05cfe413acf0503", size = 43276625, upload-time = "2025-07-18T00:56:48.002Z" }, - { url = "https://files.pythonhosted.org/packages/5a/da/e02544d6997037a4b0d22d8e5f66bc9315c3671371a8b18c79ade1cefe14/pyarrow-21.0.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:6299449adf89df38537837487a4f8d3bd91ec94354fdd2a7d30bc11c48ef6e79", size = 44951890, upload-time = "2025-07-18T00:56:52.568Z" }, - { url = "https://files.pythonhosted.org/packages/e5/4e/519c1bc1876625fe6b71e9a28287c43ec2f20f73c658b9ae1d485c0c206e/pyarrow-21.0.0-cp313-cp313t-win_amd64.whl", hash = "sha256:222c39e2c70113543982c6b34f3077962b44fca38c0bd9e68bb6781534425c10", size = 26371006, upload-time = "2025-07-18T00:56:56.379Z" }, -] - [[package]] name = "pycparser" version = "2.23" @@ -2150,6 +2404,15 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427", size = 229892, upload-time = "2024-03-01T18:36:18.57Z" }, ] +[[package]] +name = "python-dotenv" +version = "1.2.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f0/26/19cadc79a718c5edbec86fd4919a6b6d3f681039a2f6d66d14be94e75fb9/python_dotenv-1.2.1.tar.gz", hash = "sha256:42667e897e16ab0d66954af0e60a9caa94f0fd4ecf3aaf6d2d260eec1aa36ad6", size = 44221, upload-time = "2025-10-26T15:12:10.434Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/14/1b/a298b06749107c305e1fe0f814c6c74aea7b2f1e10989cb30f544a1b3253/python_dotenv-1.2.1-py3-none-any.whl", hash = "sha256:b81ee9561e9ca4004139c6cbba3a238c32b03e4894671e181b671e8cb8425d61", size = 21230, upload-time = "2025-10-26T15:12:09.109Z" }, +] + [[package]] name = "python-json-logger" version = "3.3.0" @@ -2354,6 +2617,19 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/7e/71/44ce230e1b7fadd372515a97e32a83011f906ddded8d03e3c6aafbdedbb7/rfc3987_syntax-1.1.0-py3-none-any.whl", hash = "sha256:6c3d97604e4c5ce9f714898e05401a0445a641cfa276432b0a648c80856f6a3f", size = 8046, upload-time = "2025-07-18T01:05:03.843Z" }, ] +[[package]] +name = "rich" +version = "14.2.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "markdown-it-py" }, + { name = "pygments" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/fb/d2/8920e102050a0de7bfabeb4c4614a49248cf8d5d7a8d01885fbb24dc767a/rich-14.2.0.tar.gz", hash = "sha256:73ff50c7c0c1c77c8243079283f4edb376f0f6442433aecb8ce7e6d0b92d1fe4", size = 219990, upload-time = "2025-10-09T14:16:53.064Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/25/7a/b0178788f8dc6cafce37a212c99565fa1fe7872c70c6c9c1e1a372d9d88f/rich-14.2.0-py3-none-any.whl", hash = "sha256:76bc51fe2e57d2b1be1f96c524b890b816e334ab4c1e45888799bfaab0021edd", size = 243393, upload-time = "2025-10-09T14:16:51.245Z" }, +] + [[package]] name = "rpds-py" version = "0.27.1" @@ -2613,6 +2889,23 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274", size = 11050, upload-time = "2024-12-04T17:35:26.475Z" }, ] +[[package]] +name = "smolagents" +version = "1.23.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "huggingface-hub" }, + { name = "jinja2" }, + { name = "pillow" }, + { name = "python-dotenv" }, + { name = "requests" }, + { name = "rich" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/e3/73/7283781e61b71ca20d263b9ab96fed60cb474d5bfa612a705c5fd0277496/smolagents-1.23.0.tar.gz", hash = "sha256:a8ead28a85a02a9f1bcf25016db6bdc3ba2cb456912e336fa7fabd9acf4203bc", size = 215259, upload-time = "2025-11-17T14:20:27.876Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/82/ed/35eb943115bb8a1b97ebcf12a3013306e37a4ac5fa5f5c2016ed5ea1264e/smolagents-1.23.0-py3-none-any.whl", hash = "sha256:4851cb6a27e5adc1b916b61991d1d2a7cedf4947677d0ae92b3a9cc6d29c5528", size = 148412, upload-time = "2025-11-17T14:20:26.231Z" }, +] + [[package]] name = "sniffio" version = "1.3.1" @@ -2622,6 +2915,15 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/e9/44/75a9c9421471a6c4805dbf2356f7c181a29c1879239abab1ea2cc8f38b40/sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2", size = 10235, upload-time = "2024-02-25T23:20:01.196Z" }, ] +[[package]] +name = "socksio" +version = "1.0.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f8/5c/48a7d9495be3d1c651198fd99dbb6ce190e2274d0f28b9051307bdec6b85/socksio-1.0.0.tar.gz", hash = "sha256:f88beb3da5b5c38b9890469de67d0cb0f9d494b78b106ca1845f96c10b91c4ac", size = 19055, upload-time = "2020-04-17T15:50:34.664Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/37/c3/6eeb6034408dac0fa653d126c9204ade96b819c936e136c5e8a6897eee9c/socksio-1.0.0-py3-none-any.whl", hash = "sha256:95dc1f15f9b34e8d7b16f06d74b8ccf48f609af32ab33c608d08761c5dcbb1f3", size = 12763, upload-time = "2020-04-17T15:50:31.878Z" }, +] + [[package]] name = "soupsieve" version = "2.8" @@ -2745,6 +3047,18 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/5e/4f/e1f65e8f8c76d73658b33d33b81eed4322fb5085350e4328d5c956f0c8f9/tornado-6.5.2-cp39-abi3-win_arm64.whl", hash = "sha256:d6c33dc3672e3a1f3618eb63b7ef4683a7688e7b9e6e8f0d9aa5726360a004af", size = 444456, upload-time = "2025-08-08T18:26:59.207Z" }, ] +[[package]] +name = "tqdm" +version = "4.67.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "colorama", marker = "sys_platform == 'win32'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/a8/4b/29b4ef32e036bb34e4ab51796dd745cdba7ed47ad142a9f4a1eb8e0c744d/tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2", size = 169737, upload-time = "2024-11-24T20:12:22.481Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d0/30/dc54f88dd4a2b5dc8a0279bdd7270e735851848b762aeb1c1184ed1f6b14/tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2", size = 78540, upload-time = "2024-11-24T20:12:19.698Z" }, +] + [[package]] name = "traitlets" version = "5.14.3"