NHL data
Schedules, standings, teams, players, and games
Used throughout PlayerWON for schedules, standings, boxscores, team pages, player pages, goalie pages, and model features.
Transparency
How PlayerWON gets and uses its data
PlayerWON combines publicly available NHL data with sportsbook odds data to power schedules, statistics, matchup pages, model predictions, and betting tools.
Independent project
Not affiliated with the NHL or any NHL team
Odds data
Sportsbook prices and market history
Used for price comparisons, implied probability, fair odds, edge calculations, expected value, and odds history.
Model outputs
Predictions created by PlayerWON
Predictions are generated from our own processing, feature engineering, and machine-learning models built on the source data below.
Process
How source data becomes PlayerWON content
PlayerWON does more than display API responses. The source data is collected, stored, cleaned, combined, and transformed before it appears on the site.
01
Collect
Retrieve publicly available NHL data and licensed market odds data from external APIs.
02
Store
Save raw and processed records in PlayerWON’s own database for fast access and historical tracking.
03
Transform
Clean, combine, validate, and structure the data into site-ready tables and model features.
04
Display
Present the processed results as schedules, standings, predictions, statistics, matchup pages, and betting tools.
Primary site data
NHL data sources
These endpoints support the NHL schedules, standings, teams, players, goalies, boxscores, and historical analysis shown across PlayerWON.
Seasons metadata
NHL APIUsed to identify available seasons, season boundaries, and season-based logic.
https://api-web.nhle.com/v1/standings-season
Open endpoint
Current standings
NHL APIUsed for up-to-date team positions, division rankings, conference standings, and playoff-race context.
https://api-web.nhle.com/v1/standings/now
Open endpoint
Historical standings
NHL APIUsed to retrieve standings from specific dates for historical comparisons and season snapshots.
https://api-web.nhle.com/v1/standings/YYYY-MM-DD
Open sample request
Game schedules and IDs
NHL APIUsed to retrieve NHL schedules, matchup details, start times, participating teams, and game identifiers.
https://api-web.nhle.com/v1/schedule/YYYY-MM-DD
Open sample request
Game boxscores
NHL APIUsed for final scores, shot totals, skater statistics, goalie summaries, and game-detail pages.
https://api-web.nhle.com/v1/gamecenter/{gameId}/boxscore
Open sample request
Player metadata
NHL APIProvides player details such as position, handedness, height, weight, birthplace, current team, and career context.
https://api-web.nhle.com/v1/player/{playerId}/landing
Open sample request
Team metadata
NHL Stats APIUsed to identify NHL teams and retrieve official IDs, names, and abbreviations.
https://api.nhle.com/stats/rest/en/team
Open endpoint
Historical team stats
NHL Stats APIUsed for season-level team statistics, historical comparisons, standings context, and model feature generation.
https://api.nhle.com/stats/rest/en/team/summary?cayenneExp=seasonId={seasonId} and gameTypeId=2
Open sample request
Market data
Odds API data sources
PlayerWON uses sportsbook data to compare market prices against model probabilities and support fair-odds, implied-probability, edge, and expected-value tools.
How odds data is used
PlayerWON does not operate a sportsbook or accept wagers. Odds data is used for analytics, market comparison, and educational tools.
Supported sports
The Odds APIUsed to identify supported sports and their API keys before querying market data.
https://api.the-odds-api.com/v4/sports/?apiKey=YOUR_API_KEY
View documentation
Current odds
The Odds APIUsed to retrieve upcoming event prices from sportsbooks for supported markets such as moneyline, spreads, and totals.
https://api.the-odds-api.com/v4/sports/{sport}/odds?regions=us&markets=h2h&oddsFormat=american&apiKey=YOUR_API_KEY
View documentation
Historical odds snapshots
The Odds APIUsed for backtesting, model evaluation, price-history analysis, and comparison against pre-game market conditions.
https://api.the-odds-api.com/v4/historical/sports/{sport}/odds?regions=us&markets=h2h&date=YYYY-MM-DDTHH:MM:SSZ&apiKey=YOUR_API_KEY
View historical odds documentation
Betting markets
The Odds APIUsed to determine which market types are available, including head-to-head, spreads, and totals.
Examples: h2h, spreads, totals
View supported markets
How PlayerWON uses odds data
- Compare sportsbook prices against model probabilities
- Convert odds into implied probability
- Calculate fair odds from model probabilities
- Estimate edge and expected value
- Support betting dashboards and market-comparison pages
Data disclaimer
Data displayed on PlayerWON is retrieved from third-party public or licensed API sources and then processed into PlayerWON’s own database, views, calculations, and model outputs.
Although data pipelines are updated regularly, source data may occasionally contain delays, inconsistencies, omissions, or live-update issues.
Questions or possible data issues can be reported to [email protected].