Function to create summary statistics and basic EDA plots. Given a data frame, this function outputs general exploratory analysis plots as well as basic statistics summarizing trends in the features of the input data.

Function to create summary statistics and basic EDA plots. Given a data frame, this function outputs general exploratory analysis plots as well as basic statistics summarizing trends in the features of the input data.

arid_eda(df, response, response_type = "numeric", features = c())

Arguments

df	(data frame): the input data frame to analyze
response	(character): the column name of the response variable
response_type	(character): string indicating if response is 'categorical' or 'continuous' (default: 'numeric')
features	(list<string>): a list of explanatory variable column names (default: c())

Value

data frame: a data frame with a list of features and their coefficients

plot: a ggplot object containing the EDA