Exploratory Data Analysis

PyRapidML.eda.check_na(dataset)

This function checks missing values and gives the % of missing values in each feature This function checks missing values and gives the % of missing values in each feature

Example

>>> from PyRapidML.eda import check_na
>>> na_perc = check_na(df)

df: dataframe

PyRapidML.eda.numerical_features(dataset)

This function tells total numerical features and further tell how many of them are discrete and continuous This function checks missing values and gives the % of missing values in each feature

Example

>>> from PyRapidML.eda import numerical_features
>>> num_fea = numerical_features(df)

df: dataframe