corr_operator

Corr operator

class tasrif.processing_pipeline.pandas.corr_operator.CorrOperator(**kwargs)

Corr operator

Examples

>>> import pandas as pd
>>> from tasrif.processing_pipeline.pandas import CorrOperator
>>> df = pd.DataFrame([
...     [1, 1, 3],
...     [1, 1, 5],
...     [1, 2, 3],
...     [2, 1, 10],
...     [2, 1, 0]],
...     columns=['logId', 'sleep_level', 'awake_count'])
>>>
>>> df = df.set_index('logId')
>>> op = CorrOperator()
>>> df1 = op.process(df)
>>> df1[0]
sleep_level   awake_count
sleep_level   1.000000  -0.181237
awake_count   -0.181237   1.000000

__init__(**kwargs)

Creates a new instance of CorrOperator

Parameters

kwargs – Arguments to pandas pd.corr function

convert_to_datetime cut_operator