- Create Web Scraping methods to grab ESPN Football data, Found the API hidden pattern, and automize the grab process.
- Built a data cleaning process and give the company the real important results.
- Made Poisson model and Logistic regression to predict the game in a different aspect.
- Automize the Excel process to produce the report more efficiently.
- From ESPN website grab Football game data
- First grab the data first so we can use this data information to automize the grab process
- Choose each League and each game's statistics data
- Built dataframe which only foncus on one team.
- Made Possion dataframe from the analyze result base on two dataframe for two teams.
- Built Logistic model
Merge three dataframe create in python
