read_nhgis_codebook | R Documentation |
Read the variable metadata contained in the .txt codebook file included with NHGIS extracts into an ipums_ddi object.
Because NHGIS variable metadata do not
adhere to all the standards of microdata DDI files, some of the ipums_ddi
fields will not be populated.
This function is marked as experimental while we determine whether there may be a more robust way to standardize codebook and DDI reading across IPUMS collections.
read_nhgis_codebook(cb_file, file_select = NULL, raw = FALSE)
cb_file |
Path to a .zip archive containing an NHGIS extract or to an NHGIS codebook (.txt) file. |
file_select |
If |
raw |
If |
If raw = FALSE
, an ipums_ddi
object with information on the
variables contained in the data for the extract associated with the given
cb_file
.
If raw = TRUE
, a character vector with one element for each
line of the given cb_file
.
read_nhgis()
to read tabular data from an IPUMS NHGIS extract.
read_ipums_sf()
to read spatial data from an IPUMS extract.
ipums_list_files()
to list files in an IPUMS extract.
# Example file
nhgis_file <- ipums_example("nhgis0972_csv.zip")
# Read codebook as an `ipums_ddi` object:
codebook <- read_nhgis_codebook(nhgis_file)
# Variable-level metadata about the contents of the data file:
ipums_var_info(codebook)
ipums_var_label(codebook, "PMSA")
# If variable metadata have been lost from a data source, reattach from
# the corresponding `ipums_ddi` object:
nhgis_data <- read_nhgis(nhgis_file, verbose = FALSE)
nhgis_data <- zap_ipums_attributes(nhgis_data)
ipums_var_label(nhgis_data$PMSA)
nhgis_data <- set_ipums_var_attributes(nhgis_data, codebook$var_info)
ipums_var_label(nhgis_data$PMSA)
# You can also load the codebook in raw format to display in the console
codebook_raw <- read_nhgis_codebook(nhgis_file, raw = TRUE)
# Use `cat` for human-readable output
cat(codebook_raw[1:20], sep = "\n")
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