American Community Survey (ACS) Select Variables for Pennsylvania for the years 2007-2011 at the State level ##Redistricting Data Hub (RDH) Retrieval Date 12/17/20 ##Sources ACS data retrieved using the Census API: https://api.census.gov/data/2011/acs/acs5 Boundary shapefile retrieved from the Census Cartographic Boundary File website: https://www.census.gov/geographies/mapping-files/time-series/geo/carto-boundary-file.2011.html ##Fields Field Name Description 0 GEOID Unique identifier 1 STATE Full Geographic Name of the State 2 TOTPOP11 Total population estimate(B01003_001E) 3 TOTPOPMOE Total population margin of error (B01003_001M) 4 N_HISP11 Total Not Hispanic or Latino population estimate(B03003_002E) 5 N_HISPMOE Total Not Hispanic or Latino population margin of error(B03003_002M) 6 WHT_NH11 White alone, Not Hispanic or Latino estimate (B03002_003E) 7 WHT_NHMOE White alone, Not Hispanic or Latino margin of error (B03002_003M) 8 BLK_NH11 Black or African American alone, Not Hispanic or Latino estimate (B03002_004E) 9 BLK_NHMOE Black or African American alone, Not Hispanic or Latino margin of error(B03002_004M) 10 HISP11 Total Hispanic or Latino population estimate(B03003_003E) 11 HISPMOE Total Hispanic or Latino population margin of error (B03003_003M) 12 WHT_H11 White alone, Hispanic or Latino estimate(B03002_013E) 13 WHT_HMOE White alone, Hispanic or Latino margin of error (B03002_013M) 14 BLK_H11 Black or African American alone, Hispanic or Latino estimate (B03002_014E) 15 BLK_HMOE Black or African American alone, Hispanic or Latino margin of error (B03002_014M) 16 BLK_ALL11 Black or African American alone or in combination with one or more other races estimate (B02009_001E) 17 BLK_ALLMOE Black or African American alone or in combination with one or more other races margin of error (B02009_001M) 18 AIA_ALL11 American Indian and Alaska Native alone or in combination with one or more other races estimate (B02010_001E) 19 AIA_ALLMOE American Indian and Alaska Native alone or in combination with one or more other races margin of error (B02010_001M) 20 ASN_ALL11 Asian alone or in combination with one or more other races estimate (B02011_001E) 21 ASN_ALLMOE Asian alone or in combination with one or more other races margin or error (B02011_001M) 22 NHP_ALL11 Native Hawaiian and Other Pacific Islander alone or in combination with one or more other races estimate (B02012_001E) 23 NHP_ALLMOE Native Hawaiian and Other Pacific Islander alone or in combination with one or more other races margin of error (B02012_001M) 24 OTH_ALL11 Some Other Race alone or in combination with one or more other races estimate (B02013_001E) 25 OTH_ALLMOE Some Other Race alone or in combination with one or more other races margin of error (B02013_001M) 26 C_USB11 U.S. citizen, born in the United States estimate (B05001_002E) 27 C_USBMOE U.S. citizen, born in the United States margin of error (B05001_002M) 28 C_USTER11 U.S. citizen, born in Puerto Rico or U.S. Island Areas estimate (B05001_003E) 29 C_USTERMOE U.S. citizen, born in Puerto Rico or U.S. Island Areas margin of error (B05001_003M) 30 C_USBAB11 U.S. citizen, born abroad of American parent(s) estimate (B05001_004E) 31 C_USBABMOE U.S. citizen, born abroad of American parent(s) margin of error (B05001_004M) 32 C_NATRL11 U.S. citizen, by naturalization estimate (B05001_005E) 33 C_NATRLMOE U.S. citizen, by naturalization margin of error (B05001_005M) 34 N_CTZN11 Not a U.S. citizen estimate (B05001_006E) 35 N_CTZNMOE Not a U.S. citizen margin of error (B05001_006M) 36 ENG_ONL11 Speak only English at home estimate (B06007_002E) 37 ENG_ONLMOE Speak only English at home margin of error (B06007_002M) 38 SPNSH11 Speak Spanish at home estimate (B06007_003E) 39 SPNSHMOE Speak Spanish at home margin of error (B06007_003M) 40 S_ENG_W11 Speak Spanish at home and speak English "very well" estimate (B06007_004E) 41 S_ENG_WMOE Speak Spanish at home and speak English "very well" margin of error (B06007_004M) 42 S_ENG_L11 Speak Spanish at home and speak English less than "very well" estimate (B06007_005E) 43 S_ENG_LMOE Speak Spanish at home and speak English less than "very well" margin of error (B06007_005M) 44 OTHRLNG11 Speak a language other than English or Spanish at home estimate (B06007_006E) 45 OTHRLNGMOE Speak a language other than English or Spanish at home margin of error (B06007_006M) 46 O_ENG_W11 Speak a language other than English or Spanish at home and speak English "very well" estimate (B06007_007E) 47 O_ENG_WMOE Speak a language other than English or Spanish at home and speak English "very well" margin of error (B06007_007M) 48 O_ENG_L11 Speak a language other than English or Spanish at home and speak English less than "very well" estimate (B06007_008E) 49 O_ENG_LMOE Speak a language other than English or Spanish at home and speak English less than "very well" margin of error (B06007_008M) ##Processing ACS data for Pennsylvania was retrieved with a python script from the Census. The data is available statewide. The selected variables were extracted from the ACS Census API. Each field represents either an estimate or margin of error for a particular variable. The fields were renamed to fit character length requirements. The shapefile was zipped into a folder with supporting geospatial files and this README. Processing was primarily completed using the pandas library. The tabular data for Pennsylvania was joined with geospatial data from Census TIGER files on the unique identifier field (GEOID) and extracted as a shapefile. For the shapefile of this dataset, the processing for the join used pandas and geopandas libraries. ##Additional Notes For more information on variables available in the Census API and the particular table numbers see: https://api.census.gov/data/2011/acs/acs5/variables.html. These variables were selected because of their potential relevance to redistricting. For more information on the geospatial data, please refer to the Census Cartographic Boundary link above. The ACS shapefile for Pennsylvania is available in NAD83 projection.