datto.Eda

class datto.Eda

Exploratory data analysis (EDA)

__init__()

Methods

__init__()
bar_graphs_by_col(df[, path, group_by_var])	Makes a bar graph for each categorical column.
check_for_mistyped_cols(numerical_vals, ...)	Check for columns coded incorrectly
check_unique_by_identifier_col(df, ...)	Check if there are duplicates by entity (e.g.
find_cols_to_exclude(df)	Returns columns that may not be helpful for model building.
find_correlated_features(df)	Find & sort correlated features
sample_unique_vals(df)	Examine a few unique vals in each column
separate_cols_by_type(df)	Split the DataFrame into two groups by type
violin_plots_by_col(df[, path, group_by_var])	Makes a violin plot for each numerical column.