Datasets:

codycollier
/

geo-us-counties

text stringlengths 2.88k 94k	slug stringlengths 14 40
Autauga County is a county located in the central portion of the U.S. state of Alabama. As of the 2020 census the population was 58,805. Its county seat is Prattville. Autauga County is part of the Montgomery metropolitan area. History Autauga County was established on November 21, 1818, by an act of the Alabama Terr...	autauga_county_alabama
Baldwin County is a county located in the southwestern part of the U.S. state of Alabama, on the Gulf coast. It is one of only two counties in Alabama that border the Gulf of Mexico, along with Mobile County. As of the 2020 census, the population was 231,767, making it the fourth-most populous county in Alabama. The c...	baldwin_county_alabama
Barbour County is a county in the southeastern part of the U.S. state of Alabama, located in the Alabama Black Belt Region. As of the 2020 census, the population was 25,223. Its county seat is Clayton. Its largest city is Eufaula. Its name is in honor of James Barbour, who served as Governor of Virginia. History Barb...	barbour_county_alabama
Bibb County is a county in the central portion of the U.S. state of Alabama. The county is a part of the Birmingham, AL Metropolitan Statistical Area, and is included in the ARC's definition of Appalachia. As of the 24th decennial 2020 census, its population was 22,293. The county seat is Centreville. The county is nam...	bibb_county_alabama
Blount County is a county located in the U.S. state of Alabama. As of the 2020 census, the population was 59,134. Its county seat is Oneonta. Blount County is a moist county. In the November 6, 2012 elections, a countywide ballot initiative to allow alcohol sales was narrowly defeated, but Blountsville, Cleveland and O...	blount_county_alabama
Bullock County is a county of the U.S. state of Alabama. As of the 2020 census, the population was 10,357. Union Springs was chosen as the county seat in 1867, and presently is the county's only incorporated city. The county was named for Confederate Army Colonel Edward C. Bullock who was a state senator and outspoken ...	bullock_county_alabama
Butler County is a county located in the south central portion of the U.S. state of Alabama. As of the 2020 census, the population was 19,051. Its county seat is Greenville. Its name is in honor of Captain William Butler, who was born in Virginia and fought in the Creek War, and who was killed in May 1818. History Bu...	butler_county_alabama
Calhoun County is a county in the east central part of the U.S. state of Alabama. As of the 2020 census, the population was 116,441. Its county seat is Anniston. It is named in honor of John C. Calhoun, a US Senator from South Carolina. Calhoun County comprises the Anniston-Oxford Metropolitan Statistical Area. Histo...	calhoun_county_alabama
Chambers County is a county located in the east central portion of the U.S. state of Alabama. As of the 2020 census the population was 34,772. Its county seat is LaFayette. Its largest city is Valley. Its name is in honor of Henry H. Chambers, who served as a United States Senator from Alabama. Chambers County is inclu...	chambers_county_alabama
Cherokee County, Alabama is a county located in the northeastern part of the U.S. state of Alabama. As of the 2020 census, the population was 24,971. Its county seat is Centre. The county is named for the Cherokee tribe. History The area included in today's Cherokee County, for centuries, had belonged to the Muscogee...	cherokee_county_alabama
Chilton County is a county located in the central portion of the U.S. state of Alabama. As of the 2020 census, the population was 45,014. The county seat is Clanton. Its name is in honor of William Parish Chilton, Sr. (1810–1871), a lawyer who became Chief Justice of the Alabama Supreme Court and later represented Mont...	chilton_county_alabama
Choctaw County is a county located in the southwestern portion of the U.S. state of Alabama. As of the 2020 census, the population was 12,665. The county seat is Butler. The county was established on December 29, 1847, and named for the Choctaw tribe of Native Americans. History Choctaw County was originally part of ...	choctaw_county_alabama
Clarke County is a county located in the southwestern part of the U.S. state of Alabama. As of the 2020 census, the population was 23,087. The county seat is Grove Hill. The county's largest city is Jackson. The county was created by the legislature of the Mississippi Territory in 1812. It is named in honor of General...	clarke_county_alabama
Clay County is a county in the east central part of the U.S. state of Alabama. As of the 2020 census the population was 14,236. Its county seat is Ashland. Its name is in honor of Henry Clay, famous American statesman, member of the United States Senate from Kentucky and United States Secretary of State in the 19th cen...	clay_county_alabama
Cleburne County is a county located in the east central portion of the U.S. state of Alabama. As of the 2020 census, the population was 15,056. Its county seat is Heflin. Its name is in honor of Patrick R. Cleburne of Arkansas who rose to the rank of major general in the Confederate States Army. The eastern side of the...	cleburne_county_alabama
Coffee County is a county located in the southeastern part of the U.S. state of Alabama. As of the 2020 census, the population was 53,465. Its name is in honor of General John Coffee. Coffee County comprises the Enterprise, Micropolitan Statistical Area, which was originally Enterprise–Ozark micropolitan area in 2010 c...	coffee_county_alabama
Colbert County () is a county located in the northwestern part of the U.S. state of Alabama. As of the 2020 census the county's population was 57,227. The county seat is Tuscumbia. The largest city is Muscle Shoals. The county is named in honor of brothers George and Levi Colbert, who were Chickasaw chiefs in the early...	colbert_county_alabama
Conecuh County () is a county located in the south-central portion of the U.S. state of Alabama. As of the 2020 census the population was 11,597. Its county seat is Evergreen. Its name is believed to be derived from a Creek Indian term meaning "land of cane." History The areas along the rivers had been used by varyin...	conecuh_county_alabama
Coosa County is a county located in the east central portion of the U.S. state of Alabama. As of the 2020 census the population was 10,387. Its county seat is Rockford. Its name derives from a town of the Creek tribe and the Coosa River, which forms one of the county borders. Coosa County is included in the Talladega-S...	coosa_county_alabama
Covington County (briefly Jones County) is a county located in the south central portion of the U.S. state of Alabama. As of the 2020 census, the population was 37,570. Its county seat is Andalusia. Its name is in honor of Brigadier General Leonard Covington of Maryland and Mississippi, who died in the War of 1812. H...	covington_county_alabama
Crenshaw County is a county located in the south central portion of the U.S. state of Alabama. It is located immediately south of the Montgomery metropolitan area. As of the 2020 census, the population was 13,194. Its county seat is Luverne. Its name is in honor of an Alabama judge, Anderson Crenshaw. History Crensha...	crenshaw_county_alabama
Cullman County is a county located in the north central portion of the U.S. state of Alabama. As of the 2020 census, the population was 87,866. Its county seat and largest city is Cullman. Its name is in honor of Colonel John G. Cullmann. Cullman County comprises the Cullman, AL Micropolitan Statistical Area, which is ...	cullman_county_alabama

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Dataset Card for US Counties (Wikipedia)

Wikipedia plain-text extracts for 3,143 US county-equivalents (counties, Louisiana parishes, Alaska boroughs/census areas, independent cities, and related units).

Dataset Details

Language: English
License: CC BY-SA 4.0 (Wikipedia text)
Source: English Wikipedia (plain-text extracts)
Rows: 3,143

Dataset Description

One row per county-equivalent with text (full English Wikipedia plain-text extract) and slug (filesystem-safe place identifier). The place catalog follows Census county-equivalent coverage with Wikipedia title overrides. Useful for language modeling, retrieval, and geography-focused NLP at county granularity.

Dataset Structure

One row per place. Single split: train.

Field	Type	Description
`text`	string	Full Wikipedia plain-text extract for the place
`slug`	string	Filesystem-safe place identifier

Example

from datasets import load_dataset

ds = load_dataset("codycollier/geo-us-counties")
row = ds["train"][0]
print(row["slug"], len(row["text"]))

Licensing Information

Text content originates from Wikipedia and remains under the Creative Commons Attribution-ShareAlike License. See Wikipedia:Copyrights.

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