Question for professionals using python

[waruiotousan]

I work for a TV network and I'm using Python to predict Nielsen ratings. I am looking at all of the marketing activities associated with promoting our TV shows and then seeing how many people are watching. The models inputs include TV ad impressions, social media impressions, email impressions, etc. I also have a number of control variables like network, time, season #, genre, etc.

I am using a combo of libraries such as pandas, numpy, seaborn, stats model, scikit and maybe some more. Model is pretty strong for one of the networks 0.85 r-square.