EDAhelper.column_stats

Module Contents

Functions

column_stats(data, columns)

Obtain summary statistics of column(s) including count, mean, median, mode, Q1, Q3,
EDAhelper.column_stats.column_stats(data, columns)[source]

Obtain summary statistics of column(s) including count, mean, median, mode, Q1, Q3, variance, standard deviation, correlation, and covariance in table format.

Parameters

  • data (array_like) – The data set from which columns will be selected

  • columns (vector of strings) – Columns for which to obtain summary stats, correlation matrix, and covariance matrix (if > 1 column arguments used)

Returns

Summary table detailing all statistics and correlations between chosen columns

Return type

array

Examples

>>> column_stats(iris, ('sepal_width', 'petal_length'))
>>>