Cell-Wise Synthetic Copies of De-Identified Tables


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Documentation for package ‘cellsynth’ version 0.1.0

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apply_role_overrides Force roles onto a spec by column name or name pattern
compare_correlations Mean absolute difference between correlation matrices
compare_tables Compare original and synthetic tables column by column
detect_nonsubject_rows Detect rows that are not subjects (totals, site headers)
infer_spec Infer a column specification for a source table
make_aux Align columns of another table as auxiliary predictors
parse_date_chr Parse raw strings as dates (days since 1970-01-01)
parse_number_chr Parse raw strings as numbers, tolerating decimal commas
passthrough_result A result that is not synthesised: copied, blanked or dropped
print.synth_result Print a synth_result
print.synth_source Print a synth_source
read_source Read a source table (xlsx or csv) as raw character data
read_spec Read a spec CSV written by 'write_spec()'
row_disclosure Share of synthetic rows identical to their own original row
source_sheets Sheet names of an Excel workbook
synthesize_file Synthesise a file end to end
synthesize_table Synthesise one table
write_spec Write a spec to CSV for review and editing
write_synthetic Write a synthetic table (or workbook) in the format of its source