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Handle missing values in a data frame

Source: R/utilities.R
handle_missing_values.Rd

Handle missing values in a data frame

Usage

handle_missing_values(data)

Arguments

data

A data frame to process

Value

A data frame with missing values handled:

  • For categorical variables (factor/character): NA values are converted to a factor level "NA"

  • For numeric variables: NA values are replaced with the mean of the column