lares (version 4.7)

numericalonly: Filter only Numerical Values and

Description

This function lets the user remove all rows that have some or all values as NAs

Usage

numericalonly(df, dropnacols = TRUE, logs = FALSE, natransform = NA)

Arguments

df

Data.frame

dropnacols

Boolean. Drop columns with only NA values?

logs

Boolean. Calculate log(x)+1 for numerical columns?

natransform

String. "mean" or 0 to impute NA values. If set to NA no calculation will run.

See Also

Other Data Wrangling: balance_data, calibrate, categ_reducer, cleanText, date_feats, dateformat, formatNum, formatTime, holidays, impute, left, normalize, ohse, one_hot_encoding_commas, rbind_full, removenacols, removenarows, replaceall, right, textFeats, textTokenizer, vector2text, year_month, year_week