Attached is analysis of my fantasy football league.
I took this from espn by copy/pasting as match destination formatting to remove html formatting. After that, I cleaned the data in excel with various nested if statements to format all data in an ingestible format for jupyter notebook.
I bucket the analysis by seperating Matchups, league, Teams, and players into sections.
Within Jupyter notebook, I used the python3 kernel and libraries within python such as Pandas, Numpy, Matplotlib, and seaborn.
Attached are .ipynb files from each time I reran the report. Additional attachments include the cleaned datasets ((FF master list) + (Standings)) pulled from excel in .csv format.