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best-ball-data-bowl's Introduction

Learn Python with Fantasy Football Data Sets ๐Ÿˆ๐Ÿ

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.

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best-ball-data-bowl's Issues

Missing info in data dictionary BBM2022

In the dataset of BBM we have the following ids:
['draft_id', 'draft_entry_id', 'tournament_entry_id', 'tournament_round_draft_entry_id']
But in the dictionary there are only two ids descriptions
['draft_id', 'tournament_entry_id']

So we are missing: 'draft_entry_id' and 'tournament_round_draft_entry_id' descriptions

Adding player ids or team names to the data

Is there anyway you guys could add teams or a player id to each player? I have been finding it impossible to incorporate outside data sources with the way the data is structured now. The players with same name and/or different positions on Underdog makes it very challenging

2022 quarterfinals CSV are corrupted

NoSuchKeyThe specified key does not exist.
No such object: underdog-inc/underblog/BBM_III_Dumps/BBM_III_Quarterfinals_Dump_Part_002_01302023.csv

--

playoff_team column question in 2022 regular season data set

in both the fast and mixed directories of the 2022 bbm regular season data set there are no entries marked with 1 in playoff_team column. I'm wondering why that is, doesn't make sense though because in postseason data sets all of the entries are marked with 1 in that same column.
There's seems to be a mismatch between regular season and postseason.

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