corrupt_data: corrupt_data
In Sam-Murray/RecordLinkUtil: Tools for Testing Record Linkage Software

Description Usage Arguments Value Examples

Takes data frame, returns data frame where each column is subjected to the passed in corruption functions.

1 2	corrupt_data(df, ..., .v = FALSE, col_names = NULL, col_contams = NULL)

`df`	Data frame to be corrupted
`numeric_cor`	Names of columns to be corrupted numerically
`string_cor`	Names of columns to be corrupted with string corruption.
`replace_cor`	Names of columns to be corruped with replacement corruption
`er`	Vector of error rates for each function, or single value to be applied by all functions. Default is .1.
`v`	Verbose tag. Default is false

Corrupted data frame

data_size = 500
rec <- generate_data(data_size)
error <-  .6
corrupt_rec <- corrupt_data(rec, numeric_cor = c("zipcode","birthyear"),string_cor = c("names"),replace_cor = c("town"),er = error, v = TRUE)