pastas.stats.signatures.summary#

summary(series, signatures=None)[source]#

Method to get many signatures for a time series.

Parameters:

  • series (pandas.Series) – pandas Series with DatetimeIndex

  • signatures (list) – By default all available signatures are returned.

Returns:

data – Pandas series with every row a signature

Return type:

pandas.Series

Examples

>>> idx = pd.date_range("2000", "2010")
>>> head = pd.Series(index=idx, data=np.random.rand(len(idx)), dtype=float)
>>> ps.stats.signatures.summary(head)