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Free NHL datasets

NHL Data Hub

Explore structured NHL datasets built for analysis, spreadsheets, research, dashboards, and machine-learning projects. Filter records on-screen, preview the results, and download CSV files from one place.

Free CSV downloads Season-based datasets Mobile-friendly previews Built for analysts

Interactive tools

Explore scenarios, compare line combinations and review team strength.

Win scenario explorer

Explore pregame and game-result conditions, compare win rates with a matching baseline, and download the games behind each scenario.

Explore win scenarios

Line combination explorer

Compare forward trios and defense pairs together and apart, including xG, production, shot maps and cross-team comparisons.

Explore line combinations

Team Strength Index

Explore team rankings, component scores and historical movement. Sort the underlying metrics and download the results.

Explore team strength

Season datasets

Browse team, player, goalie and draft records with filters and CSV downloads.

Team data

Filter team-level standings data by season, preview structured rows, and export the full filtered dataset.

Open team data

Player data

Explore player-season datasets with filtering, sorting, preview rows, and downloadable CSV exports.

Open player data

Goalie data

Browse goalie-season datasets designed for filtering, comparison, and deeper performance analysis.

Open goalie data

Drafted player data

Explore draft years, rounds and picks within each round for players and goalies in our NHL records. Download a filtered CSV.

Open draft data

Game & event datasets

Explore game results, individual events, shifts and pregame availability.

Game data

Access game-level results including scores and shots, with season filters and full CSV downloads.

Open game data

Play-by-play

Explore game events, players, clocks, and coordinates. Filter games and download the recorded event dataset.

Open play-by-play

Shot data

Explore shot locations, outcomes, distance, angle, strength and available xG scores. Filter attempts and download the event dataset.

Open shot data

Shift data

Explore player shifts, period clocks and ice-time intervals from 2016–17 onward. Filter valid or flagged intervals and download CSV data.

Open shift data

Player availability

Explore projected lineups, reported injuries, scratches and suspensions. Download player records or report coverage from 2016–17 onward.

Open availability data

Advanced analytics

Compare expected goals and shot-attempt metrics, then download the underlying data.

Expected goals

Compare team xG, player scoring chances and goalie goals saved above expected. Sort season totals, filter results and download CSV files.

Open expected goals

Corsi & Fenwick

Compare team shot-attempt shares, individual shooting and validated player on-ice samples. Preview totals and per-60 rates, then download structured CSV data.

Open Corsi & Fenwick
Workflow

How to use the Data Hub

1

Choose a dataset

Choose advanced xG, team, player, goalie, game, shot or play-by-play data based on what you want to analyze.

2

Apply filters

Narrow the dataset using season, team, or other available controls.

3

Preview the rows

Review the filtered table to confirm the data before exporting.

4

Download CSV

Export the filtered data for Excel, Python, Power BI, or your own project.

Choose the right view

Data Hub versus main site pages

Data Hub

Best for analysis and export

  • Filter and sort structured data
  • Preview rows before downloading
  • Export free CSV files
  • Use data in spreadsheets and code
Main site

Best for quick browsing

  • Fan-friendly stat views
  • Fast lookups and summaries
  • Cleaner everyday browsing
  • Links to teams, players, and games
Prefer the standard pages?

Browse PlayerWON normally

Use the main site when you want quick NHL lookups rather than downloadable datasets.

Everything in the NHL Data Hub is free

Use the filters, preview the data, and download CSV files directly from each dataset page without a paid subscription.