https://hyperbo.la/lifestream/347/ was an anti-pattern which got fixed when I moved to pipenv
When all you have is a rock, everything looks like a hammer
This is a great article: https://rachelbythebay.com/w/2018/02/26/frame/
pandas and jupyter notebooks are my new favorite hammers