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ri.stop_duration.mask(ri.stop_duration.isin(['1', '2']), inplace=True)
ri.stop_duration.value_counts(dropna=False)

0-15 Min     69543
16-30 Min    13635
NaN           5335
30+ Min       3228
Name: stop_duration, dtype: int64

ri.stop_datetime.dt.hour.add(2).mod(24).lt(6).mean()

0.24974656914574728