staircase.StairsSlicer.mean¶

StairsSlicer.mean()¶

Calculates the mean of each step function slice

Returns

pandas.Series

Examples

>>> df = sc.make_test_data(seed=0)
>>> sf = sc.Stairs(df, "start", "end", "value")
>>> sf.plot()

../../_images/staircase-StairsSlicer-mean-1.png

>>> sf.slice(pd.date_range("2021", periods=12, freq="MS")).mean()
[2021-01-01, 2021-02-01)    436.869646
[2021-02-01, 2021-03-01)    374.335764
[2021-03-01, 2021-04-01)    501.771729
[2021-04-01, 2021-05-01)    502.593889
[2021-05-01, 2021-06-01)    396.009341
[2021-06-01, 2021-07-01)    398.588958
[2021-07-01, 2021-08-01)    488.410708
[2021-08-01, 2021-09-01)    475.959341
[2021-09-01, 2021-10-01)    438.847106
[2021-10-01, 2021-11-01)    463.746685
[2021-11-01, 2021-12-01)    474.082616
dtype: float64

staircase.StairsSlicer.integral

staircase.StairsSlicer.median