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Implicit Null happens when a variable in a dataset has unequal number of categories in different years due to one or several of the categories have zero case.

All variables except AAR and GEO must have equal number of categories. The data that is handled by this package is an aggregated rawdata. The categories for each variables might be different in different year. This does not elucidate non-existence of the category but rather a zero number belonging to that category. This function will standardize the categories across all year.

Usage

do_implicit_null(dt = NULL, level = getOption("orgdata.geo.levels"))

Arguments

dt

Dataset consisting all years

level

Geographical granularity for aggregating data. See getOption("orgdata.geo.levels")

See also