Learn Python with Fantasy Football Data Sets 🏈🐍

In here, you'll find each of the datasets we use in the Learn Python with Fantasy Football course off fantasydatapros.com. If you did not purchase our course and somehow found this repo, that's cool, the data is free to use.

Folders are organized by year and then section. All data is provided in CSV format.

By year:

2023 Season (Spring 2023 - Spring 2024)

06-Data Munging

• Projection data from fantasydatapros.com (all positions)
• ADP Data From Underdog Fantasy Best Ball Drafts (standard, ppr, half-ppr)

07-Data Visualizations

• Yearly fantasy data from PFR for 2022.
• Weekly fantasy data from PFR for 2022.
• Combine data from 2000 - 2022.

08-Finding TD Regression Candidates

• 2022 Play by Play data from nflfastR.

09-Correlation Matrices

• Weekly fantasy data from PFR for 2022.

10-Machine Learning - Regression

• Curated dataset from GridironAI.

11-Machine Learning - Clustering

• ECR Data From fantasypros.com

2022 Season (Summer 2022 - Spring 2023)

06-Data Munging

• Projection data from fantasypros.com (all positions)
• ADP data from fantasypros.com (standard, ppr, half-ppr)

07-Data Visualizations

• Yearly fantasy data from PFR for 2021.
• Weekly fantasy data from PFR for 2021.
• Combine data from 2000 - 2020.

08-Finding TD Regression Candidates

• 2021 Play by Play data from nflfastR.

09-Correlation Matrices

• Weekly fantasy data from PFR for 2021.

10-Machine Learning - Regression

• Curated dataset from GridironAI.

11-Machine Learning - Clustering

• Expert Concensus Rankings from Fantasy Pros.

12-nflfastR & In-Season Analysis

• 2021 Play by Play data from nflfastR cut off at week 10.