All functions

corr_plot()

A function that generates a correlation plot for a list of features in a given data frame.

histograms()

Plot exploratory visual of histograms/bar chart by feature

missing_detect()

Check missing values in dataframe

missing_impute()

Return the imputed version of data based on the methods selected

outliers_detect()

Detect outliers in the given vector

outliers_detect_iforest()

Detects outliers in a data.frame/tibble using isolation forests

outliers_detect_iqr()

Detects outliers in a data.frame/tibble using inter-quantile ranges

outliers_detect_zscore()

Detects outliers in a data.frame/tibble using zscores

remove_outliers()

Remove outliers