diff --git "a/USDA Crop Dataset/data/Soybean/2021/USDA_Soybean_County_2021.csv" "b/USDA Crop Dataset/data/Soybean/2021/USDA_Soybean_County_2021.csv"
new file mode 100755--- /dev/null
+++ "b/USDA Crop Dataset/data/Soybean/2021/USDA_Soybean_County_2021.csv"
@@ -0,0 +1,1325 @@
+commodity_desc,reference_period_desc,year,state_ansi,state_name,county_ansi,county_name,asd_code,asd_desc,domain_desc,source_desc,agg_level_desc,"PRODUCTION, MEASURED IN BU","YIELD, MEASURED IN BU / ACRE"
+SOYBEANS,YEAR,2021,01,ALABAMA,003,BALDWIN,50,COASTAL PLAINS & GULF COAST,TOTAL,SURVEY,COUNTY,375000.0,44.3
+SOYBEANS,YEAR,2021,01,ALABAMA,009,BLOUNT,20,MOUNTAINS & EASTERN VALLEY,TOTAL,SURVEY,COUNTY,135000.0,42.5
+SOYBEANS,YEAR,2021,01,ALABAMA,015,CALHOUN,20,MOUNTAINS & EASTERN VALLEY,TOTAL,SURVEY,COUNTY,142000.0,44.7
+SOYBEANS,YEAR,2021,01,ALABAMA,019,CHEROKEE,20,MOUNTAINS & EASTERN VALLEY,TOTAL,SURVEY,COUNTY,337000.0,45.1
+SOYBEANS,YEAR,2021,01,ALABAMA,031,COFFEE,60,WIREGRASS,TOTAL,SURVEY,COUNTY,40000.0,31.0
+SOYBEANS,YEAR,2021,01,ALABAMA,043,CULLMAN,20,MOUNTAINS & EASTERN VALLEY,TOTAL,SURVEY,COUNTY,381000.0,50.1
+SOYBEANS,YEAR,2021,01,ALABAMA,047,DALLAS,40,BLACK BELT,TOTAL,SURVEY,COUNTY,468000.0,58.6
+SOYBEANS,YEAR,2021,01,ALABAMA,049,DE KALB,20,MOUNTAINS & EASTERN VALLEY,TOTAL,SURVEY,COUNTY,462000.0,44.9
+SOYBEANS,YEAR,2021,01,ALABAMA,051,ELMORE,40,BLACK BELT,TOTAL,SURVEY,COUNTY,50400.0,50.4
+SOYBEANS,YEAR,2021,01,ALABAMA,053,ESCAMBIA,50,COASTAL PLAINS & GULF COAST,TOTAL,SURVEY,COUNTY,186000.0,50.7
+SOYBEANS,YEAR,2021,01,ALABAMA,055,ETOWAH,20,MOUNTAINS & EASTERN VALLEY,TOTAL,SURVEY,COUNTY,95900.0,34.7
+SOYBEANS,YEAR,2021,01,ALABAMA,057,FAYETTE,30,UPPER PLAINS & PIEDMONT,TOTAL,SURVEY,COUNTY,58100.0,40.6
+SOYBEANS,YEAR,2021,01,ALABAMA,071,JACKSON,20,MOUNTAINS & EASTERN VALLEY,TOTAL,SURVEY,COUNTY,979000.0,42.2
+SOYBEANS,YEAR,2021,01,ALABAMA,077,LAUDERDALE,10,NORTHERN VALLEY,TOTAL,SURVEY,COUNTY,1005000.0,47.2
+SOYBEANS,YEAR,2021,01,ALABAMA,079,LAWRENCE,10,NORTHERN VALLEY,TOTAL,SURVEY,COUNTY,1519000.0,51.5
+SOYBEANS,YEAR,2021,01,ALABAMA,083,LIMESTONE,10,NORTHERN VALLEY,TOTAL,SURVEY,COUNTY,2316000.0,45.4
+SOYBEANS,YEAR,2021,01,ALABAMA,087,MACON,40,BLACK BELT,TOTAL,SURVEY,COUNTY,15400.0,30.8
+SOYBEANS,YEAR,2021,01,ALABAMA,089,MADISON,10,NORTHERN VALLEY,TOTAL,SURVEY,COUNTY,1404000.0,49.6
+SOYBEANS,YEAR,2021,01,ALABAMA,095,MARSHALL,20,MOUNTAINS & EASTERN VALLEY,TOTAL,SURVEY,COUNTY,297000.0,43.8
+SOYBEANS,YEAR,2021,01,ALABAMA,099,MONROE,50,COASTAL PLAINS & GULF COAST,TOTAL,SURVEY,COUNTY,68200.0,49.1
+SOYBEANS,YEAR,2021,01,ALABAMA,103,MORGAN,10,NORTHERN VALLEY,TOTAL,SURVEY,COUNTY,367000.0,44.2
+SOYBEANS,YEAR,2021,01,ALABAMA,105,PERRY,40,BLACK BELT,TOTAL,SURVEY,COUNTY,192000.0,39.1
+SOYBEANS,YEAR,2021,01,ALABAMA,119,SUMTER,40,BLACK BELT,TOTAL,SURVEY,COUNTY,67500.0,45.3
+SOYBEANS,YEAR,2021,01,ALABAMA,125,TUSCALOOSA,30,UPPER PLAINS & PIEDMONT,TOTAL,SURVEY,COUNTY,174000.0,53.0
+SOYBEANS,YEAR,2021,05,ARKANSAS,001,ARKANSAS,60,EAST CENTRAL,TOTAL,SURVEY,COUNTY,9749000.0,58.2
+SOYBEANS,YEAR,2021,05,ARKANSAS,003,ASHLEY,90,SOUTHEAST,TOTAL,SURVEY,COUNTY,2795000.0,61.6
+SOYBEANS,YEAR,2021,05,ARKANSAS,007,BENTON,10,NORTHWEST,TOTAL,SURVEY,COUNTY,24700.0,41.2
+SOYBEANS,YEAR,2021,05,ARKANSAS,017,CHICOT,90,SOUTHEAST,TOTAL,SURVEY,COUNTY,8829000.0,54.1
+SOYBEANS,YEAR,2021,05,ARKANSAS,021,CLAY,30,NORTHEAST,TOTAL,SURVEY,COUNTY,4600000.0,44.1
+SOYBEANS,YEAR,2021,05,ARKANSAS,029,CONWAY,50,CENTRAL,TOTAL,SURVEY,COUNTY,470000.0,32.4
+SOYBEANS,YEAR,2021,05,ARKANSAS,035,CRITTENDEN,60,EAST CENTRAL,TOTAL,SURVEY,COUNTY,10854000.0,51.2
+SOYBEANS,YEAR,2021,05,ARKANSAS,037,CROSS,60,EAST CENTRAL,TOTAL,SURVEY,COUNTY,8059000.0,53.3
+SOYBEANS,YEAR,2021,05,ARKANSAS,041,DESHA,90,SOUTHEAST,TOTAL,SURVEY,COUNTY,7833000.0,50.8
+SOYBEANS,YEAR,2021,05,ARKANSAS,043,DREW,90,SOUTHEAST,TOTAL,SURVEY,COUNTY,1584000.0,57.4
+SOYBEANS,YEAR,2021,05,ARKANSAS,045,FAULKNER,50,CENTRAL,TOTAL,SURVEY,COUNTY,239000.0,32.5
+SOYBEANS,YEAR,2021,05,ARKANSAS,067,JACKSON,30,NORTHEAST,TOTAL,SURVEY,COUNTY,4812000.0,45.7
+SOYBEANS,YEAR,2021,05,ARKANSAS,069,JEFFERSON,90,SOUTHEAST,TOTAL,SURVEY,COUNTY,5141000.0,55.7
+SOYBEANS,YEAR,2021,05,ARKANSAS,077,LEE,60,EAST CENTRAL,TOTAL,SURVEY,COUNTY,5765000.0,52.5
+SOYBEANS,YEAR,2021,05,ARKANSAS,079,LINCOLN,90,SOUTHEAST,TOTAL,SURVEY,COUNTY,3364000.0,52.0
+SOYBEANS,YEAR,2021,05,ARKANSAS,083,LOGAN,40,WEST CENTRAL,TOTAL,SURVEY,COUNTY,201000.0,35.4
+SOYBEANS,YEAR,2021,05,ARKANSAS,085,LONOKE,60,EAST CENTRAL,TOTAL,SURVEY,COUNTY,4250000.0,46.4
+SOYBEANS,YEAR,2021,05,ARKANSAS,095,MONROE,60,EAST CENTRAL,TOTAL,SURVEY,COUNTY,3468000.0,42.6
+SOYBEANS,YEAR,2021,05,ARKANSAS,107,PHILLIPS,60,EAST CENTRAL,TOTAL,SURVEY,COUNTY,11280000.0,57.7
+SOYBEANS,YEAR,2021,05,ARKANSAS,111,POINSETT,30,NORTHEAST,TOTAL,SURVEY,COUNTY,9815000.0,53.2
+SOYBEANS,YEAR,2021,05,ARKANSAS,117,PRAIRIE,60,EAST CENTRAL,TOTAL,SURVEY,COUNTY,5511000.0,54.4
+SOYBEANS,YEAR,2021,05,ARKANSAS,119,PULASKI,50,CENTRAL,TOTAL,SURVEY,COUNTY,660000.0,40.5
+SOYBEANS,YEAR,2021,05,ARKANSAS,123,SAINT FRANCIS,60,EAST CENTRAL,TOTAL,SURVEY,COUNTY,7013000.0,50.6
+SOYBEANS,YEAR,2021,05,ARKANSAS,145,WHITE,30,NORTHEAST,TOTAL,SURVEY,COUNTY,1415000.0,44.5
+SOYBEANS,YEAR,2021,05,ARKANSAS,147,WOODRUFF,60,EAST CENTRAL,TOTAL,SURVEY,COUNTY,5461000.0,47.0
+SOYBEANS,YEAR,2021,05,ARKANSAS,149,YELL,40,WEST CENTRAL,TOTAL,SURVEY,COUNTY,242000.0,36.9
+SOYBEANS,YEAR,2021,10,DELAWARE,001,KENT,50,CENTRAL,TOTAL,SURVEY,COUNTY,3208000.0,54.0
+SOYBEANS,YEAR,2021,10,DELAWARE,003,NEW CASTLE,20,NORTHERN,TOTAL,SURVEY,COUNTY,980000.0,46.9
+SOYBEANS,YEAR,2021,10,DELAWARE,005,SUSSEX,80,SOUTHERN,TOTAL,SURVEY,COUNTY,3615000.0,49.7
+SOYBEANS,YEAR,2021,13,GEORGIA,005,BACON,90,SOUTHEAST,TOTAL,SURVEY,COUNTY,7000.0,36.8
+SOYBEANS,YEAR,2021,13,GEORGIA,027,BROOKS,80,SOUTH CENTRAL,TOTAL,SURVEY,COUNTY,317000.0,48.7
+SOYBEANS,YEAR,2021,13,GEORGIA,033,BURKE,60,EAST CENTRAL,TOTAL,SURVEY,COUNTY,95800.0,41.1
+SOYBEANS,YEAR,2021,13,GEORGIA,055,CHATTOOGA,10,NORTHWEST,TOTAL,SURVEY,COUNTY,41000.0,47.1
+SOYBEANS,YEAR,2021,13,GEORGIA,075,COOK,80,SOUTH CENTRAL,TOTAL,SURVEY,COUNTY,38100.0,48.8
+SOYBEANS,YEAR,2021,13,GEORGIA,105,ELBERT,30,NORTHEAST,TOTAL,SURVEY,COUNTY,79000.0,47.9
+SOYBEANS,YEAR,2021,13,GEORGIA,107,EMANUEL,60,EAST CENTRAL,TOTAL,SURVEY,COUNTY,77700.0,36.3
+SOYBEANS,YEAR,2021,13,GEORGIA,115,FLOYD,10,NORTHWEST,TOTAL,SURVEY,COUNTY,74700.0,42.7
+SOYBEANS,YEAR,2021,13,GEORGIA,163,JEFFERSON,60,EAST CENTRAL,TOTAL,SURVEY,COUNTY,172000.0,36.1
+SOYBEANS,YEAR,2021,13,GEORGIA,167,JOHNSON,50,CENTRAL,TOTAL,SURVEY,COUNTY,113000.0,58.2
+SOYBEANS,YEAR,2021,13,GEORGIA,175,LAURENS,50,CENTRAL,TOTAL,SURVEY,COUNTY,278000.0,40.9
+SOYBEANS,YEAR,2021,13,GEORGIA,177,LEE,70,SOUTHWEST,TOTAL,SURVEY,COUNTY,50700.0,40.2
+SOYBEANS,YEAR,2021,13,GEORGIA,185,LOWNDES,80,SOUTH CENTRAL,TOTAL,SURVEY,COUNTY,28800.0,36.9
+SOYBEANS,YEAR,2021,13,GEORGIA,193,MACON,40,WEST CENTRAL,TOTAL,SURVEY,COUNTY,279000.0,47.1
+SOYBEANS,YEAR,2021,13,GEORGIA,197,MARION,40,WEST CENTRAL,TOTAL,SURVEY,COUNTY,50500.0,40.1
+SOYBEANS,YEAR,2021,13,GEORGIA,273,TERRELL,70,SOUTHWEST,TOTAL,SURVEY,COUNTY,104000.0,45.2
+SOYBEANS,YEAR,2021,13,GEORGIA,275,THOMAS,70,SOUTHWEST,TOTAL,SURVEY,COUNTY,38700.0,53.8
+SOYBEANS,YEAR,2021,13,GEORGIA,279,TOOMBS,90,SOUTHEAST,TOTAL,SURVEY,COUNTY,62300.0,42.7
+SOYBEANS,YEAR,2021,13,GEORGIA,295,WALKER,10,NORTHWEST,TOTAL,SURVEY,COUNTY,65600.0,42.3
+SOYBEANS,YEAR,2021,17,ILLINOIS,003,ALEXANDER,80,SOUTHWEST,TOTAL,SURVEY,COUNTY,2183000.0,57.9
+SOYBEANS,YEAR,2021,17,ILLINOIS,005,BOND,60,WEST SOUTHWEST,TOTAL,SURVEY,COUNTY,5231000.0,64.5
+SOYBEANS,YEAR,2021,17,ILLINOIS,007,BOONE,20,NORTHEAST,TOTAL,SURVEY,COUNTY,2954000.0,67.6
+SOYBEANS,YEAR,2021,17,ILLINOIS,009,BROWN,30,WEST,TOTAL,SURVEY,COUNTY,2029000.0,58.3
+SOYBEANS,YEAR,2021,17,ILLINOIS,011,BUREAU,10,NORTHWEST,TOTAL,SURVEY,COUNTY,10830000.0,65.4
+SOYBEANS,YEAR,2021,17,ILLINOIS,015,CARROLL,10,NORTHWEST,TOTAL,SURVEY,COUNTY,3295000.0,67.8
+SOYBEANS,YEAR,2021,17,ILLINOIS,017,CASS,60,WEST SOUTHWEST,TOTAL,SURVEY,COUNTY,4145000.0,67.4
+SOYBEANS,YEAR,2021,17,ILLINOIS,019,CHAMPAIGN,50,EAST,TOTAL,SURVEY,COUNTY,19515000.0,74.2
+SOYBEANS,YEAR,2021,17,ILLINOIS,021,CHRISTIAN,60,WEST SOUTHWEST,TOTAL,SURVEY,COUNTY,12417000.0,69.8
+SOYBEANS,YEAR,2021,17,ILLINOIS,023,CLARK,70,EAST SOUTHEAST,TOTAL,SURVEY,COUNTY,6351000.0,65.0
+SOYBEANS,YEAR,2021,17,ILLINOIS,025,CLAY,70,EAST SOUTHEAST,TOTAL,SURVEY,COUNTY,6063000.0,58.3
+SOYBEANS,YEAR,2021,17,ILLINOIS,027,CLINTON,80,SOUTHWEST,TOTAL,SURVEY,COUNTY,6690000.0,62.7
+SOYBEANS,YEAR,2021,17,ILLINOIS,031,COOK,20,NORTHEAST,TOTAL,SURVEY,COUNTY,255000.0,45.1
+SOYBEANS,YEAR,2021,17,ILLINOIS,033,CRAWFORD,70,EAST SOUTHEAST,TOTAL,SURVEY,COUNTY,5814000.0,64.1
+SOYBEANS,YEAR,2021,17,ILLINOIS,037,DE KALB,20,NORTHEAST,TOTAL,SURVEY,COUNTY,7856000.0,62.9
+SOYBEANS,YEAR,2021,17,ILLINOIS,039,DE WITT,40,CENTRAL,TOTAL,SURVEY,COUNTY,7218000.0,69.6
+SOYBEANS,YEAR,2021,17,ILLINOIS,045,EDGAR,70,EAST SOUTHEAST,TOTAL,SURVEY,COUNTY,10878000.0,69.2
+SOYBEANS,YEAR,2021,17,ILLINOIS,047,EDWARDS,90,SOUTHEAST,TOTAL,SURVEY,COUNTY,3110000.0,62.2
+SOYBEANS,YEAR,2021,17,ILLINOIS,049,EFFINGHAM,70,EAST SOUTHEAST,TOTAL,SURVEY,COUNTY,6045000.0,63.9
+SOYBEANS,YEAR,2021,17,ILLINOIS,051,FAYETTE,70,EAST SOUTHEAST,TOTAL,SURVEY,COUNTY,9290000.0,62.6
+SOYBEANS,YEAR,2021,17,ILLINOIS,053,FORD,50,EAST,TOTAL,SURVEY,COUNTY,8837000.0,65.8
+SOYBEANS,YEAR,2021,17,ILLINOIS,055,FRANKLIN,90,SOUTHEAST,TOTAL,SURVEY,COUNTY,4284000.0,52.5
+SOYBEANS,YEAR,2021,17,ILLINOIS,057,FULTON,30,WEST,TOTAL,SURVEY,COUNTY,8179000.0,64.4
+SOYBEANS,YEAR,2021,17,ILLINOIS,059,GALLATIN,90,SOUTHEAST,TOTAL,SURVEY,COUNTY,4506000.0,61.3
+SOYBEANS,YEAR,2021,17,ILLINOIS,063,GRUNDY,20,NORTHEAST,TOTAL,SURVEY,COUNTY,5215000.0,58.6
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+SOYBEANS,YEAR,2021,17,ILLINOIS,069,HARDIN,90,SOUTHEAST,TOTAL,SURVEY,COUNTY,369000.0,50.1
+SOYBEANS,YEAR,2021,17,ILLINOIS,071,HENDERSON,30,WEST,TOTAL,SURVEY,COUNTY,3956000.0,65.5
+SOYBEANS,YEAR,2021,17,ILLINOIS,073,HENRY,10,NORTHWEST,TOTAL,SURVEY,COUNTY,11508000.0,67.1
+SOYBEANS,YEAR,2021,17,ILLINOIS,075,IROQUOIS,50,EAST,TOTAL,SURVEY,COUNTY,16416000.0,56.9
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