county_2019: American Community Survey 2019
In usdata: Data on the States and Counties of the United States

county_2019

R Documentation

American Community Survey 2019

Description

Data for 3142 counties in the United States with many variables of the 2019 American Community Survey.

Usage

county_2019

Format

A data frame with 3142 observations on the following 95 variables.

state: State.
name: County name.
fips: FIPS code.
median_individual_income: Median individual income (2019).
median_individual_income_moe: Margin of error for median_individual_income.
pop: 2019 population.
pop_moe: Margin of error for pop.
white: Percent of population that is white alone (2015-2019).
white_moe: Margin of error for white.
black: Percent of population that is black alone (2015-2019).
black_moe: Margin of error for black.
native: Percent of population that is Native American alone (2015-2019).
native_moe: Margin of error for native.
asian: Percent of population that is Asian alone (2015-2019).
asian_moe: Margin of error for asian.
pac_isl: Percent of population that is Native Hawaiian or other Pacific Islander alone (2015-2019).
pac_isl_moe: Margin of error for pac_isl.
other_single_race: Percent of population that is some other race alone (2015-2019).
other_single_race_moe: Margin of error for other_single_race.
two_plus_races: Percent of population that is two or more races (2015-2019).
two_plus_races_moe: Margin of error for two_plus_races.
hispanic: Percent of population that identifies as Hispanic or Latino (2015-2019).
hispanic_moe: Margin of error for hispanic.
white_not_hispanic: Percent of population that is white alone, not Hispanic or Latino (2015-2019).
white_not_hispanic_moe: Margin of error for white_not_hispanic.
median_age: Median age (2015-2019).
median_age_moe: Margin of error for median_age.
age_under_5: Percent of population under 5 (2015-2019).
age_under_5_moe: Margin of error for age_under_5.
age_over_85: Percent of population 85 and over (2015-2019).
age_over_85_moe: Margin of error for age_over_85.
age_over_18: Percent of population 18 and over (2015-2019).
age_over_18_moe: Margin of error for age_over_18.
age_over_65: Percent of population 65 and over (2015-2019).
age_over_65_moe: Margin of error for age_over_65.
mean_work_travel: Mean travel time to work (2015-2019).
mean_work_travel_moe: Margin of error for mean_work_travel.
persons_per_household: Persons per household (2015-2019)
persons_per_household_moe: Margin of error for persons_per_household.
avg_family_size: Average family size (2015-2019).
avg_family_size_moe: Margin of error for avg_family_size.
housing_one_unit_structures: Percent of housing units in 1-unit structures (2015-2019).
housing_one_unit_structures_moe: Margin of error for housing_one_unit_structures.
housing_two_unit_structures: Percent of housing units in multi-unit structures (2015-2019).
housing_two_unit_structures_moe: Margin of error for housing_two_unit_structures.
housing_mobile_homes: Percent of housing units in mobile homes and other types of units (2015-2019).
housing_mobile_homes_moe: Margin of error for housing_mobile_homes.
median_individual_income_age_25plus: Median individual income (2019 dollars, 2015-2019).
median_individual_income_age_25plus_moe: Margin of error for median_individual_income_age_25plus.
hs_grad: Percent of population 25 and older that is a high school graduate (2015-2019).
hs_grad_moe: Margin of error for hs_grad.
bachelors: Percent of population 25 and older that earned a Bachelor's degree or higher (2015-2019).
bachelors_moe: Margin of error for bachelors.
households: Total households (2015-2019).
households_moe: Margin of error for households.
households_speak_spanish: Percent of households speaking Spanish (2015-2019).
households_speak_spanish_moe: Margin of error for households_speak_spanish.
households_speak_other_indo_euro_lang: Percent of households speaking other Indo-European language (2015-2019).
households_speak_other_indo_euro_lang_moe: Margin of error for households_speak_other_indo_euro_lang.
households_speak_asian_or_pac_isl: Percent of households speaking Asian and Pacific Island language (2015-2019).
households_speak_asian_or_pac_isl_moe: Margin of error for households_speak_asian_or_pac_isl.
households_speak_other: Percent of households speaking non European or Asian/Pacific Island language (2015-2019).
households_speak_other_moe: Margin of error for households_speak_other.
households_speak_limited_english: Percent of limited English-speaking households (2015-2019).
households_speak_limited_english_moe: Margin of error for households_speak_limited_english.
poverty: Percent of population below the poverty level (2015-2019).
poverty_moe: Margin of error for poverty.
poverty_under_18: Percent of population under 18 below the poverty level (2015-2019).
poverty_under_18_moe: Margin of error for poverty_under_18.
poverty_65_and_over: Percent of population 65 and over below the poverty level (2015-2019).
poverty_65_and_over_moe: Margin of error for poverty_65_and_over.
mean_household_income: Mean household income (2019 dollars, 2015-2019).
mean_household_income_moe: Margin of error for mean_household_income.
per_capita_income: Per capita money income in past 12 months (2019 dollars, 2015-2019).
per_capita_income_moe: Margin of error for per_capita_income.
median_household_income: Median household income (2015-2019).
median_household_income_moe: Margin of error for median_household_income.
veterans: Percent among civilian population 18 and over that are veterans (2015-2019).
veterans_moe: Margin of error for veterans.
unemployment_rate: Unemployment rate among those ages 20-64 (2015-2019).
unemployment_rate_moe: Margin of error for unemployment_rate.
uninsured: Percent of civilian noninstitutionalized population that is uninsured (2015-2019).
uninsured_moe: Margin of error for uninsured.
uninsured_under_6: Percent of population under 6 years that is uninsured (2015-2019).
uninsured_under_6_moe: Margin of error for uninsured_under_6.
uninsured_under_19: Percent of population under 19 that is uninsured (2015-2019).
uninsured_under_19_moe: Margin of error for uninsured_under_19.
uninsured_65_and_older: Percent of population 65 and older that is uninsured (2015-2019).
uninsured_65_and_older_moe: Margin of error for uninsured_65_and_older.
household_has_computer: Percent of households that have desktop or laptop computer (2015-2019).
household_has_computer_moe: Margin of error for household_has_computer.
household_has_smartphone: Percent of households that have smartphone (2015-2019).
household_has_smartphone_moe: Margin of error for household_has_smartphone.
household_has_broadband: Percent of households that have broadband internet subscription (2015-2019).
household_has_broadband_moe: Margin of error for household_has_broadband.

Source

The data were downloaded via the tidycensus R package.

Examples


library(ggplot2)

ggplot(
  county_2019,
  aes(
    x = hs_grad, y = median_individual_income,
    size = sqrt(pop) / 1000
  )
) +
  geom_point(alpha = 0.5) +
  scale_color_discrete(na.translate = FALSE) +
  guides(size = FALSE) +
  labs(
    x = "Percentage of population graduated from high school",
    y = "Median individual income"
  )

usdata documentation built on June 22, 2024, 9:57 a.m.