Ask HN: Data scientists, what is your research environment?

I'm looking to improve my stack. How do you:

* Pull in and clean your data

* Investigate your data (e.g. bad datapoints, slice and dice)

* Share and discuss your results

* Keep track of all the experiments you've ran