st_census_tract 
Using
If my_address_file_geocoded.csv is a file in the current working directory with coordinate columns named lat, lon, start_date, and end_date, then the DeGAUSS command:
docker run --rm -v $PWD:/tmp ghcr.io/degauss-org/st_census_tract:0.2.1 my_address_file_geocoded.csvwill produce my_address_file_geocoded_st_census_tract_0.2.1.csv with added columns:
census_tract_vintage: decennial census yearcensus_tract_id: census tract FIPS identifier
Block Group identifiers are defined as the concatenation of the state, county, tract, and block group fips identifiers (commonly called GISJOIN or GEOID in census data). All census tract identifiers are 11 digits and all census block group identifiers are 12 digits, with the exception of some 1990, 1980, and 1970 tracts that are 9 digits, resulting in 10 digit block group identifiers.
Geomarker Methods
Input data must have columns called lat and lon containing the latitude and longitude, respecitvely, as well as start_date and end_date specifying a date range over which tract-level geomarkers will be assessed. The date range will be used to assign a census tract vintage, ranging from 1970 to 2020 by decade. If you do not have temporal data and wish to use the 2010 tract or block group boundaries, you can utilize the census_block_group DeGAUSS container.
After the vintage is assigned, the latitude and longitude will be overlayed within a tract to assign a census tract identifier from the appropriate decade.
If the date range spans two census decades, the result will contain one row per decade. For example,
| id | lat | lon | start_date | end_date |
|---|---|---|---|---|
| 1234 | 39.15852 | -84.41757 | 2019-12-27 | 2020-01-03 |
would become
| id | lat | lon | start_date | end_date | census_tract_vintage | census_tract_id |
|---|---|---|---|---|---|---|
| 1234 | 39.15852 | -84.41757 | 2019-12-27 | 2019-12-31 | 2010 | 39061005400 |
| 1234 | 39.15852 | -84.41757 | 2020-01-01 | 2020-01-03 | 2020 | 39061027600 |
where a 2010 tract identifier is assigned to the first row, and a 2020 tract identifier is assigned to the second row.
Geomarker Data
- census tract boundaries were obtained from NHGIS and transformed to crs 5072
- census tract boundaries used in this container are stored at
s3://geomarker/geometries/census_tracts_1970_to_2020_valid.rds
DeGAUSS Details
For detailed documentation on DeGAUSS, including general usage and installation, please see the DeGAUSS homepage.