Anyone want to work on a quantitative model? I'm scraping data from various sites and have stood up several databases storing the data. The db tracks stats such as:
3rd_Down_Conversion_Pct
3rd_Down_Conversion_Pct_Defense
4th_Down_Conversion_Pct
4th_Down_Conversion_Pct_Defense
Completion_Percentage
Fewest_Penalties
Fewest_Penalties_Per_Game
Fewest_Penalty_Yards
First_Downs_Defense
First_Downs_Offense
Fumbles_Lost
Fumbles_Recovered
Kickoff_Return_Defense
Around 43 categories in total...
I wrote the scrapers recently, so only have 2018 data and week-to-week data for 2019. This data can be found on ncaa, but I've reprojected it from a team perspective, so queries on teams return stats across all categories.
Let me know if you'd a) simply like access, b) can help with testing, c) assist w/model development (linear regression/random forest/logistic).
I'm based out of Brooklyn, NY.