How do I produce a Hanning smoothing over data points within a dictionary?

Question

I have a dictionary, with 100 key, each key having 500 values.

{'apple': [0.0, 0.0, 0.0, 0.2, 0.1....],'pears: [0.6, 0.2, 0.0, 0.2, 0.1....]....'oranges: [0.2, 0.1, 0.0, 0.1, 0.1.....]}

I want to smooth over the values, specifically using the hanning methodology, so that it produces smooth lines when plotted in pandas? Any guidance on how can I do this would be appreciate.

Answer 1

The basic intuition here is to use df.rolling and specify a custom win_type.

df.rolling(window=3, min_periods=1, win_type='hanning').sum()

   apple  oranges  pears
0    0.0      0.0    0.0
1    0.0      0.2    0.6
2    0.0      0.1    0.2
3    0.0      0.0    0.0
4    0.2      0.1    0.2

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_{I didn't know there was a "Hanning" window... but there is! Pretty neat...}