| USStates | R Documentation |
Various data for all 50 US States.
A data frame with 50 observations on the following 22 variables.
StateState name
HouseholdIncomeMedian household income (in $1,000's)
RegionMW=Midwest, NE=Northeast, S=South, W=West
PopulationNumber of residents (in millions for 2023)
EighthGradeMathAverage score NAEP mathematics for 8th-grade students (2024)
HighSchool% of residents (ages 25-34) who are high school graduates
College% of residents (ages 25-34) who are college graduates
IQEstimated mean IQ score of residents
GSPGross state product (in $1,000's per capita)
Vegetables% of residents eating vegetables at least once per day
Fruit% of residents eating fruit at least once per day
Smokers% of residents who smoke
PhysicalActivity% who do 150+ minutes of aerobic physical activity per week
Obese% obese residents (BMI 30+)
NonWhite% nonwhite or Hispanic residents
HeavyDrinkers% heavy drinkers ( men: 14+ drinks/week, women 7+ drinks/week)
ElectoralNumber of state votes in the presidential electoral college
BidenVoteProportion of votes for Democrat Joe Biden in 2020 presidential election
Elect2020State winner in 2020 presidential election (D=Biden, R=Trump, DR=Split)
TwoParents% of children living in two-parent households
StudentSpendingSchool spending (in $1,000 per pupil)
Insured% of adults (ages 19-64) who have any kind of health coverage
Poverty% of families with income below the poverty line
Information from each of the 50 states of the United States. Years vary from 2021 to 2024 depending on data availability.
** Updated for 4e (earlier versions are now USStates3e, USStates2e, and USStates1e) **
U.S. Census Bureau, American Community Survey https://data.census.gov/all?q=ACS.
Table DP03 - HouseholdIncome, Insured, Poverty
Table B01003 - Population
Table C23008 - TwoParents
Table S1501 - HighSchool, College
World Population Review https://worldpopulationreview.com for IQ, Smokers, and GSP.
2020 Election results https://www.fec.gov/resources/cms-content/documents/federalelections2020.pdf for Electoral, BidenVote, and Elect2020.
National Assessment of Educational Progress (NAEP) https://www.nationsreportcard.gov/profiles/stateprofile?sfj=NP&chort=2&sub=MAT&sj=&st=MN&year=2024R3 for EighthGradeMath.
National Center for EducationStatistics (NCES) https://nces.ed.gov/programs/digest/d23/tables/dt23_236.65.asp?current=yes for StudentSpending
Behvioral Risk Factors Surveillance System (BRFSS) https://www.cdc.gov/brfss/brfssprevalence/ for Fruit, Vegetables, PhysicalActivity, HeavyDrinkers, NonWhite, and Obese.
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