Minor, but it would be nice to update requirements.txt to reflect that the minimum supported pandas version is at least 0.20, since this is internally using https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.agg.html which was introduced in 0.20.