3.11.7.2.1.1.4. statsmodels.stats.descriptivestats.Describe.summary

Describe.summary(stats='basic', columns='all', orientation='auto')

Return a summary of descriptive statistics.

Parameters:

stats: list or str

The desired statistics, Accepts ‘basic’ or ‘all’ or a list.

‘basic’ = (‘obs’, ‘mean’, ‘std’, ‘min’, ‘max’) ‘all’ = (‘obs’, ‘mean’, ‘std’, ‘min’, ‘max’, ‘ptp’, ‘var’,

‘mode’, ‘meadian’, ‘skew’, ‘uss’, ‘kurtosis’, ‘percentiles’)

columns : list or str

The columns/variables to report the statistics, default is ‘all’ If an object with named columns is given, you may specify the column names. For example