split_PII_data {pii} | R Documentation |
Split Data Into PII and Non-PII Columns
Description
Split Data Into PII and Non-PII Columns
Usage
split_PII_data(df, exclude_columns = NULL)
Arguments
df |
a data frame object |
exclude_columns |
columns to exclude from the data frame splitdescription |
Value
Returns two data frames into the global environment: one containing the PII columns and one without the PII columns. A unique merge key is created to join them. The function then prints the columns that were flagged and split to the console.
Examples
# create a data frame containing various personally identifiable information
pii_df <- data.frame(
lat = c(40.7128, 34.0522, 41.8781),
long = c(-74.0060, -118.2437, -87.6298),
first_name = c("John", "Michael", "Linda"),
phone = c("123-456-7890", "234-567-8901", "345-678-9012"),
age = sample(30:60, 3, replace = TRUE),
email = c("test@example.com", "contact@domain.com", "user@website.org"),
disabled = c("No", "Yes", "No"),
stringsAsFactors = FALSE
)
split_PII_data(pii_df, exclude_columns = c("phone"))
[Package pii version 1.0.0 Index]