I have a pandas DataFrame bla
with a MultiIndex for columns:
ipdb> bla.dtypes
phases end datetime64[ns]
name object
start datetime64[ns]
parameters scanFrequency float64
tideFile object
Now I am performing some simple interpolation on a part of that frame and assign the result back to it:
bla['parameters'] = bla['parameters'].ffill()
Strangely, I end up with a data frame where the dtype of scanFrequency
has changed:
ipdb> bla.dtypes
phases end datetime64[ns]
name object
start datetime64[ns]
parameters scanFrequency object
tideFile object
dtype: object
Why does this happen? The ffill
doesn't change the type:
ipdb> bla['parameters'].ffill().dtypes
scanFrequency float64
tideFile object
dtype: object
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