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Add StatsModels
Statsmodels is a statistical analysis tool in python, built on top of NumPy. This package is very useful for time-series series models such as ARIMA, SARIMA.
I agree that statsmodels covers a lot of functionality, but I keep finding the API a little unintuitive. So I wouldn't necessarily include it in this list.
(At least now) it is there, under Science:
statsmodels - Statistical modeling and econometrics in Python.