Created
December 21, 2023 16:28
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Fix Census 2022 blocks with tigris
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#' Fix broken Census Connecticut blocks post-2022 | |
#' See: https://github.com/walkerke/tigris/issues/178 | |
library(tigris) | |
library(sf) | |
library(dplyr) | |
library(readr) | |
library(testthat) | |
# load official CT crosswalk | |
# missing a few block ids, but tracts are a consistent 1:1 merge so use those | |
ct_url <- "https://raw.githubusercontent.com/CT-Data-Collaborative/2022-block-crosswalk/main/2022blockcrosswalk.csv" | |
xwalk_ct <- read_csv(ct_url, col_select = matches('tract_fips')) |> | |
mutate(across(everything(), \(x) paste0('0', x))) |> | |
distinct() | |
# double check no m:1 tract correspondence | |
expect_equal(0, anyDuplicated(xwalk_ct$tract_fips_2020)) | |
# load block geographies with tigris | |
ct_block <- blocks(state = "09", year = 2022) | |
# merge new tracts to create new block ID | |
ct_block_fix <- ct_block |> | |
mutate(tract_fips_2020 = substr(GEOID20, 1, 11)) |> | |
inner_join(xwalk_ct, by = "tract_fips_2020") |> | |
mutate(block_fips_2022 = paste0(tract_fips_2022, substr(GEOID20, 12, 15))) | |
#test that all joined | |
expect_equal(nrow(ct_block_fix), nrow(ct_block)) | |
expect_true(all(nchar(ct_block_fix$block_fips_2022) == 15)) |
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