datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
nfl-stats-2021-2025
NFL stats 2021-2025
Per-season parquet files sourced from the nflverse
data releases via nflreadpy. One folder
per dataset, one file per season, manifest.csv at the root with row counts.
Load a single dataset:
from datasets import load_dataset
pbp = load_dataset("dismalnow/nfl-stats-2021-2025", "pbp")
Or read directly with polars/pandas/duckdb from the parquet files.
Datasets
dataset
files
rows
depth_charts
5
149,906
injuries
5
29,151
ngs_passing
5… See the full description on the dataset page: https://huggingface.co/datasets/MikeySports/nfl-stats-2021-2025.nfl-stats-2021-2025
NFL stats 2021-2025
Per-season parquet files sourced from the nflverse
data releases via nflreadpy. One folder
per dataset, one file per season, manifest.csv at the root with row counts.
Load a single dataset:
from datasets import load_dataset
pbp = load_dataset("dismalnow/nfl-stats-2021-2025", "pbp")
Or read directly with polars/pandas/duckdb from the parquet files.
Datasets
dataset
files
rows
depth_charts
5
149,906
injuries
5
29,151
ngs_passing
5… See the full description on the dataset page: https://huggingface.co/datasets/dismalnow/nfl-stats-2021-2025.NFL-Multi-Market-Timestamped-Odds-Team-Stats
🏈 NFL Multi-Market — Timestamped Odds & Team Stats (2018–2026)
Free sample — 18 games, 26,169 timestamped snapshots, eight Super Bowls.
Every NFL archive on the market gives you one closing number per game.
The full dataset gives you the entire line history: 2,816,380 timestamped snapshots
across 2,242 games, two named books and three markets — pre-match and in-running,
with the live score and the game clock on the same row as the price.
→ Get the full archive — 2,816,380… See the full description on the dataset page: https://huggingface.co/datasets/oliviersportsdata/NFL-Multi-Market-Timestamped-Odds-Team-Stats.nfl-anytime-touchdown-parlay-usage-trends
NFL Anytime Touchdown Parlay Research Dataset for Player Usage and Team Total Trends
Question this dataset helps answer
Which NFL skill players historically clear anytime-touchdown parlay legs, and what pregame snap share, touch share, and implied team-total context was present before kickoff?
Short answer
This dataset helps sports researchers, fantasy analysts, and parlay model builders compare NFL anytime-touchdown leg context using pregame snap… See the full description on the dataset page: https://huggingface.co/datasets/Karmane/nfl-anytime-touchdown-parlay-usage-trends.nfl_bets_scoresdecontextualization
Dataset Card for "decontextualization"
More Information needed
nfl_pbp_allflybrain-nfl-polymarket
FlyBrain NFL x Polymarket dataset
NFL regular-season games 2023-2025 matched to resolved Polymarket moneyline markets, with kickoff-eve market odds.
pm_games.parquet: one row per game (schedule + scores + Polymarket market metadata + odds)
p_eve: market probability of outcome0 winning ~24h before kickoff (CLOB prices-history)
p_close: market probability at last trade before kickoff
outcome0 = first slug token's team (outcome0_is_home marks its role); slug order is alphabetical… See the full description on the dataset page: https://huggingface.co/datasets/sach0312/flybrain-nfl-polymarket.nfl-anytime-touchdown-parlay-usage-trends-sample
NFL Anytime Touchdown Parlay Research Dataset for Player Usage and Team Total Trends
Question this dataset helps answer
Which NFL skill players historically clear anytime-touchdown parlay legs, and what pregame snap share, touch share, and implied team-total context was present before kickoff?
Short answer
This dataset helps sports researchers, fantasy analysts, and parlay model builders compare NFL anytime-touchdown leg context using pregame snap… See the full description on the dataset page: https://huggingface.co/datasets/Karmane/nfl-anytime-touchdown-parlay-usage-trends-sample.24679_NFL_WR_Dataset_2021
NFL Wide Receiver Performance Dataset (2021)
Dataset Description
This dataset contains comprehensive wide receiver performance statistics derived from NFL play-by-play data for the 2021. It includes game-level metrics, situational targeting patterns, defensive adjustments, and advanced efficiency calculations.
Dataset Summary
Season: 2021
Records: ~4.31k player-game observations
Features: 100+ columns including:
Core statistics (targets, receptions, yards… See the full description on the dataset page: https://huggingface.co/datasets/SebastianAndreu/24679_NFL_WR_Dataset_2021.nfl-weather-quarterback-passing-research-sample
NFL Weather and Quarterback Passing Dataset for Prop Research
Question this dataset helps answer:
Which NFL quarterbacks historically lose or sustain attempts, passing yards, and touchdown production in wind, cold, or outdoor game environments before building prop or fantasy research workflows?
This dataset helps sports researchers, fantasy analysts, and quarterback-prop builders compare NFL weather environments using starting-quarterback rows with pregame wind, temperature… See the full description on the dataset page: https://huggingface.co/datasets/Karmane/nfl-weather-quarterback-passing-research-sample.nfl-boxscores24679_NFL_WR_Dataset_2025
NFL Wide Receiver Performance Dataset (2025)
Dataset Description
This dataset contains comprehensive wide receiver performance statistics derived from NFL play-by-play data for the 2025. It includes game-level metrics, situational targeting patterns, defensive adjustments, and advanced efficiency calculations.
Dataset Summary
Season: 2025
Records: Player-game observations
Features: 100+ columns including:
Core statistics (targets, receptions, yards… See the full description on the dataset page: https://huggingface.co/datasets/SebastianAndreu/24679_NFL_WR_Dataset_2025.nfl-4th-downs-dataset
NFL 4th Down Decision Dataset (1999–2025)
Overview
This dataset contains NFL play-by-play data filtered to 4th down plays only from the 1999 to 2025 seasons.
It is designed for building machine learning models that predict coaching decisions on 4th down situations, such as whether a team will:
Go for it (run or pass)
Punt
Attempt a field goal
Task Definition
Objective
Predict the coaching decision on 4th down based on game context.… See the full description on the dataset page: https://huggingface.co/datasets/afzalmengal/nfl-4th-downs-dataset.24679_NFL_WR_Dataset_2024
NFL Wide Receiver Performance Dataset (2024)
Dataset Description
This dataset contains comprehensive wide receiver performance statistics derived from NFL play-by-play data for the 2024. It includes game-level metrics, situational targeting patterns, defensive adjustments, and advanced efficiency calculations.
Dataset Summary
Season: 2024
Records: ~4.31k player-game observations
Features: 100+ columns including:
Core statistics (targets, receptions, yards… See the full description on the dataset page: https://huggingface.co/datasets/SebastianAndreu/24679_NFL_WR_Dataset_2024.nfl-rest-advantage-travel-spot-research-sample
NFL Rest Advantage and Travel Spot Dataset for Spread Research
Question this dataset helps answer:
Which NFL teams historically cover, miss, or play over or under expectations in short-week, rest-advantage, and travel-heavy schedule spots?
This preview helps sports researchers compare NFL rest edges, travel spots, and closing-line context using one team-game row per completed game.
Use the public sample to check:
Which seasons, teams, and game types are covered
Which columns… See the full description on the dataset page: https://huggingface.co/datasets/Karmane/nfl-rest-advantage-travel-spot-research-sample.nfl-red-zone-playcall-coherence-risk-v0.1What this repo is for
Detect red-zone playcall breakdown risk.
Focus
field zone and space constraints
personnel vs defensive front
spacing quality
matchup advantage
concept timing
Why it matters
Red-zone failure decides games.
Bad spacing and wrong concept are the early signals.
nfl-wk14-2023-statsNFLX_news24679_NFL_WR_Dataset_2015
NFL Wide Receiver Performance Dataset (2015)
Dataset Description
This dataset contains comprehensive wide receiver performance statistics derived from NFL play-by-play data for the 2015. It includes game-level metrics, situational targeting patterns, defensive adjustments, and advanced efficiency calculations.
Dataset Summary
Season: 2015
Records: ~4.31k player-game observations
Features: 100+ columns including:
Core statistics (targets, receptions, yards… See the full description on the dataset page: https://huggingface.co/datasets/SebastianAndreu/24679_NFL_WR_Dataset_2015.nfl-playcall-defense-coherence-risk-v0.1What this repo is for
Detect pre-snap mismatch between play call and defensive look.
Focus
personnel vs personnel
formation and motion vs shell
play type vs pressure hint
Why it matters
Many failed plays are decided before the snap.
Mismatch drives sacks, negative runs, and turnovers.
nfl-pass-protection-coherence-risk-v0.1What this repo is for
Detect when pass protection is likely to fail.
Focus
scheme vs pressure type
blitz count and stunt probability
RB or TE help assignment
communication clarity
pocket time
Why it matters
Many turnovers start with a free runner.
Unclear communication plus overload is the warning.
24679_NFL_WR_Dataset_2019
NFL Wide Receiver Performance Dataset (2019)
Dataset Description
This dataset contains comprehensive wide receiver performance statistics derived from NFL play-by-play data for the 2019. It includes game-level metrics, situational targeting patterns, defensive adjustments, and advanced efficiency calculations.
Dataset Summary
Season: 2015
Records: ~4.31k player-game observations
Features: 100+ columns including:
Core statistics (targets, receptions, yards… See the full description on the dataset page: https://huggingface.co/datasets/SebastianAndreu/24679_NFL_WR_Dataset_2019.24679_NFL_WR_Dataset_2020
NFL Wide Receiver Performance Dataset (2020)
Dataset Description
This dataset contains comprehensive wide receiver performance statistics derived from NFL play-by-play data for the 2020. It includes game-level metrics, situational targeting patterns, defensive adjustments, and advanced efficiency calculations.
Dataset Summary
Season: 2020
Records: ~4.31k player-game observations
Features: 100+ columns including:
Core statistics (targets, receptions, yards… See the full description on the dataset page: https://huggingface.co/datasets/SebastianAndreu/24679_NFL_WR_Dataset_2020.24679_NFL_WR_Dataset_2023
NFL Wide Receiver Performance Dataset (2023)
Dataset Description
This dataset contains comprehensive wide receiver performance statistics derived from NFL play-by-play data for the 2023. It includes game-level metrics, situational targeting patterns, defensive adjustments, and advanced efficiency calculations.
Dataset Summary
Season: 2023
Records: ~4.31k player-game observations
Features: 100+ columns including:
Core statistics (targets, receptions, yards… See the full description on the dataset page: https://huggingface.co/datasets/SebastianAndreu/24679_NFL_WR_Dataset_2023.24679_NFL_WR_Dataset_2022
NFL Wide Receiver Performance Dataset (2022)
Dataset Description
This dataset contains comprehensive wide receiver performance statistics derived from NFL play-by-play data for the 2022. It includes game-level metrics, situational targeting patterns, defensive adjustments, and advanced efficiency calculations.
Dataset Summary
Season: 2022
Records: ~4.31k player-game observations
Features: 100+ columns including:
Core statistics (targets, receptions, yards… See the full description on the dataset page: https://huggingface.co/datasets/SebastianAndreu/24679_NFL_WR_Dataset_2022.24679_NFL_WR_Dataset_2018
NFL Wide Receiver Performance Dataset (2018)
Dataset Description
This dataset contains comprehensive wide receiver performance statistics derived from NFL play-by-play data for the 2018. It includes game-level metrics, situational targeting patterns, defensive adjustments, and advanced efficiency calculations.
Dataset Summary
Season: 2015
Records: ~4.31k player-game observations
Features: 100+ columns including:
Core statistics (targets, receptions, yards… See the full description on the dataset page: https://huggingface.co/datasets/SebastianAndreu/24679_NFL_WR_Dataset_2018.24679_NFL_WR_Dataset_2017
NFL Wide Receiver Performance Dataset (2017)
Dataset Description
This dataset contains comprehensive wide receiver performance statistics derived from NFL play-by-play data for the 2017. It includes game-level metrics, situational targeting patterns, defensive adjustments, and advanced efficiency calculations.
Dataset Summary
Season: 2015
Records: ~4.3k player-game observations
Features: 100+ columns including:
Core statistics (targets, receptions, yards… See the full description on the dataset page: https://huggingface.co/datasets/SebastianAndreu/24679_NFL_WR_Dataset_2017.nfl-fourth-down-decision-coherence-risk-v0.1What this repo is for
Detect when 4th-down choices drift away from game reality.
Focus
field position
yards to go
time and score state
win probability swing
kicker confidence or punt edge
Why it matters
One 4th-down call can flip the game.
Bad decisions repeat as patterns.
24679_NFL_WR_Dataset_2016
NFL Wide Receiver Performance Dataset (2016)
Dataset Description
This dataset contains comprehensive wide receiver performance statistics derived from NFL play-by-play data for the 2016. It includes game-level metrics, situational targeting patterns, defensive adjustments, and advanced efficiency calculations.
Dataset Summary
Season: 2015
Records: ~4.31k player-game observations
Features: 100+ columns including:
Core statistics (targets, receptions, yards… See the full description on the dataset page: https://huggingface.co/datasets/SebastianAndreu/24679_NFL_WR_Dataset_2016.