census_helper: Census helper function.

In wru: Who are You? Bayesian Prediction of Racial Category Using Surname, First Name, Middle Name, and Geolocation

Census helper function.

Description

census_helper links user-input dataset with Census geographic data.

Usage

census_helper(
  key = Sys.getenv("CENSUS_API_KEY"),
  voter.file,
  states = "all",
  geo = "tract",
  age = FALSE,
  sex = FALSE,
  year = "2020",
  census.data = NULL,
  retry = 3,
  use.counties = FALSE
)

Arguments

key	A character string containing a valid Census API key, which can be requested from the U.S. Census API key signup page. By default, attempts to find a census key stored in an environment variable named CENSUS_API_KEY.
voter.file	An object of class data.frame. Must contain field(s) named county, tract, block, and/or place specifying geolocation. These should be character variables that match up with U.S. Census categories. County should be three characters (e.g., "031" not "31"), tract should be six characters, and block should be four characters. Place should be five characters if it is included.
states	A character vector specifying which states to extract Census data for, e.g. c("NJ", "NY"). Default is "all", which extracts Census data for all states contained in user-input data.
geo	A character object specifying what aggregation level to use. Use "county", "tract", "block" or "place". Default is "tract". Warning: extracting block-level data takes very long.
age	A TRUE/FALSE object indicating whether to condition on age or not. If FALSE (default), function will return Pr(Geolocation | Race). If TRUE, function will return Pr(Geolocation, Age | Race). If sex is also TRUE, function will return Pr(Geolocation, Age, Sex | Race).
sex	A TRUE/FALSE object indicating whether to condition on sex or not. If FALSE (default), function will return Pr(Geolocation | Race). If TRUE, function will return Pr(Geolocation, Sex | Race). If age is also TRUE, function will return Pr(Geolocation, Age, Sex | Race).
year	A character object specifying the year of U.S. Census data to be downloaded. Use "2010", or "2020". Default is "2020". Warning: 2020 U.S. Census data is downloaded only when age and sex are both FALSE.
census.data	A optional census object of class list containing pre-saved Census geographic data. Can be created using get_census_data function. If census.data is provided, the age element must have the same value as the age option specified in this function (i.e., TRUE in both or FALSE in both). Similarly, the sex element in the object provided in census.data must have the same value as the sex option here. Moreover, the year element in the object provided in census.data must have the same value as the year option in the function (i.e., "2010" in both or "2020" in both). If census.data is missing, Census geographic data will be obtained via Census API.
retry	The number of retries at the census website if network interruption occurs.
use.counties	A logical, defaulting to FALSE. Should census data be filtered by counties available in census.data?

Details

This function allows users to link their geocoded dataset (e.g., voter file) with U.S. Census data (2010 or 2020). The function extracts Census Summary File data at the county, tract, block, or place level. Census data calculated are Pr(Geolocation | Race) where geolocation is county, tract, block, or place.

Value

Output will be an object of class data.frame. It will consist of the original user-input data with additional columns of Census data.

Examples

## Not run: 
census_helper(voter.file = voters, states = "nj", geo = "block")

## End(Not run)
## Not run: 
census_helper(
  voter.file = voters, states = "all", geo = "tract",
  age = TRUE, sex = TRUE
)

## End(Not run)
## Not run: 
census_helper(
  voter.file = voters, states = "all", geo = "county",
  age = FALSE, sex = FALSE, year = "2020"
)

## End(Not run)

wru documentation built on May 29, 2024, 9:46 a.m.