US Presidential Election results in 2012 and 2016, by county.
elections1216
Format
An sf data frame with 3108 rows, 74 variables, and a geometry column:
- STATEFP
State FIPS code
- COUNTYFP
County FIPS code
- GEOID
Geographic area ID
- ALAND
Land area
- AWATER
Water area
- area_name
County name
- state_abbr
State abbreviation
- PST045214
Population, 2014 estimate
- PST040210
Population, 2010 (April 1) estimates base
- PST120214
Population percentage change - April 1, 2010 to July 1, 2014
- POP010210
Population, 2010
- AGE135214
Percentage of persons under 5 years, 2014
- AGE295214
Percentage of persons under 18 years, 2014
- AGE775214
Persons 65 years and over, percentage, 2014
- SEX255214
Percentage of female persons, 2014
- RHI125214
Percentage of white alone, 2014
- RHI225214
Percentage of black or African American alone, 2014
- RHI325214
Percentage of American Indian and Alaska Native alone, 2014
- RHI425214
Percentage of Asian alone percentage, 2014
- RHI525214
Percentage of Native Hawaiian and Other Pacific Islander alone, 2014
- RHI625214
Percentage of two or More Races, 2014
- RHI725214
Percentage of Hispanic or Latino, 2014
- RHI825214
Percentage of White alone, not Hispanic or Latino, 2014
- POP715213
Living in same house 1 year & over, percentage, 2009-2013
- POP645213
Foreign born persons, percentage, 2009-2013
- POP815213
Language other than English spoken at home, pct age 5+, 2009-2013
- EDU635213
High school graduate or higher, percentage of persons age 25+, 2009-2013
- EDU685213
Bachelor’s degree or higher, percentage of persons age 25+, 2009-2013
- VET605213
Veterans, 2009-2013
- LFE305213
Mean travel time to work (minutes), workers age 16+, 2009-2013
- HSG010214
Housing units, 2014
- HSG445213
Homeownership rate, 2009-2013
- HSG096213
Housing units in multi-unit structures, percentage, 2009-2013
- HSG495213
Median value of owner-occupied housing units, 2009-2013
- HSD410213
Households, 2009-2013
- HSD310213
Persons per household, 2009-2013
- INC910213
Per capita money income in past 12 months (2013 dollars), 2009-2013
- INC110213
Median household income, 2009-2013
- PVY020213
Persons below poverty level, percentage, 2009-2013
- BZA010213
Private nonfarm establishments, 2013
- BZA110213
Private nonfarm employment, 2013
- BZA115213
Private nonfarm employment, percentage change, 2012-2013
- NES010213
Nonemployer establishments, 2013
- SBO001207
Total number of firms, 2007
- SBO315207
Black-owned firms, percentage, 2007
- SBO115207
American Indian- and Alaska Native-owned firms, percentage, 2007
- SBO215207
Asian-owned firms, percentage, 2007
- SBO515207
Native Hawaiian- and Other Pacific Islander-owned firms, percentage, 2007
- SBO415207
Hispanic-owned firms, percentage, 2007
- SBO015207
Women-owned firms, percentage, 2007
- MAN450207
Manufacturers shipments, 2007 ($1,000)
- WTN220207
Merchant wholesaler sales, 2007 ($1,000)
- RTN130207
Retail sales, 2007 ($1,000)
- RTN131207
Retail sales per capita, 2007
- AFN120207
Accommodation and food services sales, 2007 ($1,000)
- BPS030214
Building permits, 2014
- LND110210
Land area in square miles, 2010
- POP060210
Population per square mile, 2010
- Demvotes16
Votes for Democratic candidate in 2016 presidential election
- GOPvotes16
Votes for Republican candidate in 2016 presidential election
- total_2016
Total number of votes cast in 2016 presidential election
- pct_dem_16
Votes for Democratic candidate as percentage of total votes
- pct_gop_16
Votes for Republican candidate as percentage of total votes
- diff_2016
Difference between the number of votes for Republican and Democratic candidates
- pct_pt_16
The number in diff_2016 expressed as a percentage of the total votes. Negative if fewer votes were cast for the Democratic candidate
- total_2012
Total number of votes cast in 2012 presidential election
- Demvotes12
Votes for Democratic candidate as percentage of total votes
- GOPvotes12
Votes for Republican candidate as percentage of total votes
- pct_dem_12
Votes for Democratic candidate as percentage of total votes
- pct_gop_12
Votes for Republican candidate as percentage of total votes
- diff_2012
Difference between the number of votes for Republican and Democratic candidates
- pct_pt_12
The number in diff_2012 expressed as a percentage of the total votes. Negative if fewer votes were cast for the Democratic candidate
Source
https://github.com/tonmcg/US_County_Level_Election_Results_08-16 and https://www.kaggle.com/benhamner/2016-us-election
Details
Sf object, unprojected. EPSG 102434: WGS84.
Examples
if (requireNamespace("sf", quietly = TRUE)) { library(sf) data(elections1216) plot(elections1216["diff_2012"]) }
