calc_cor()
Evaluates the correlation between the numeric columns of a given dataframe.
describe_cat_var()
Finds the frequency of the categorical variables in a data frame and returns the histogram of each categorical variable.
describe_na_values()
Evaluates a dataframe for NA values.
describe_num_var()
Provides statistical summary of the numeric variables for a dataframe, such as the mean, median, maximum and minimum for the numeric variables.
generate_report()
Generates an EDA report by plotting graphs and tables for the numeric variables, categorical variables, NA values and correlation in a dataframe