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Description
The function solvis.solvis.mfd_hist retuns a pandas Series with a CategoricalInde for the bins. The index is only present for bins that are not empty, e.g.:
Magnitude
(7.0, 7.1] 0.000299
(7.3, 7.4] 0.000061
(7.5, 7.6] 0.000046
(7.6, 7.7] 0.000278
(7.7, 7.8] 0.00019
(7.8, 7.9] 0.000006
(7.9, 8.0] 0.000031
(8.0, 8.1] 0.000006
(8.1, 8.2] 0.000035
Name: Annual Rate, dtype: Float32
It can be handy to have the empty bins as well, such as when plotting the cumulative MFD. Propse we fill in the empty bins with 0.0 rate:
full_index = pd.CategoricalIndex(mfd.index.categories)
mfd = pd.Series(index=full_index, data=0) + mfd
mfd.fillna(0, inplace=True)