pandas groupby-apply behavior, returning a Series (inconsistent output type)

Question

I\'m curious about the behavior of pandas groupby-apply when the apply function returns a series.

When the series are of different lengths, it returns a multi-indexed se

Answer 1

instead of doing index=range(len(x)) in your function f, you can do index=x.index to prevent this undesired behavior