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fastRhockey
is an R package for accessing hockey data from the NHL
(National Hockey League) and PWHL (Professional Women’s
Hockey League) via public web APIs. It provides structured data frames
of play-by-play, schedule, standings, roster, draft, player stats, and
team data. The package also includes integrated expected goals
(xG) models trained via XGBoost.
Part of the SportsDataverse family of R/Python packages for sports analytics.
api-web.nhle.com
and api.nhle.com/statsapi-web.nhle.com/v1/edge/...
covering shot location, shot speed, skating speed, skating distance,
zone time, comparisons, landing pages, and top-10 leaderboards. Each
wrapper accepts an optional season argument and falls back
to the current season via the /now formrecords.nhl.com/site/api/ for franchise
totals, player/skater/goalie career and real-time stats, draft lottery,
hall of fame, trophies, awards, attendance, venues, officials, and
combine datanhl_stats_franchise(), nhl_stats_players(),
nhl_stats_glossary(), nhl_stats_country(),
nhl_stats_skater_leaders(),
nhl_stats_goalie_leaders(),
nhl_stats_skater_milestones(),
nhl_stats_goalie_milestones(), plus the original
nhl_stats_skaters() / nhl_stats_goalies() /
nhl_stats_teams() / nhl_stats_draft() /
nhl_stats_seasons() / nhl_stats_misc()
familynhl-api-py that combine multiple endpoint calls into a
single tidy frame: nhl_game_ids_by_season(),
nhl_all_players_by_season(),
nhl_player_career_stats(),
nhl_team_summary_range(),
nhl_skater_summary_range(),
nhl_goalie_summary_range()load_nhl_pbp(),
load_nhl_pbp_lite(), load_nhl_schedule(),
load_nhl_rosters(), load_nhl_game_rosters(),
load_nhl_team_box(), load_nhl_player_box(),
load_nhl_skater_box(), load_nhl_goalie_box(),
load_nhl_game_info(), load_nhl_scoring(),
load_nhl_penalties(), load_nhl_three_stars(),
load_nhl_scratches(), load_nhl_linescore(),
load_nhl_shifts(), load_nhl_officials(),
load_nhl_shots_by_period(),
load_nhl_shootout()); for PWHL, fifteen loaders covering
play-by-play, schedules, season + per-game rosters,
player/skater/goalie/team boxscores, game info, scoring & penalty
summaries, three stars, officials, shots-by-period, and shootouts
(load_pwhl_pbp(), load_pwhl_schedule(),
load_pwhl_rosters(), load_pwhl_game_rosters(),
load_pwhl_player_box(),
load_pwhl_skater_box(),
load_pwhl_goalie_box(), load_pwhl_team_box(),
load_pwhl_game_info(),
load_pwhl_scoring_summary(),
load_pwhl_penalty_summary(),
load_pwhl_three_stars(),
load_pwhl_officials(),
load_pwhl_shots_by_period(),
load_pwhl_shootout())Note: PHF (Premier Hockey Federation) functions are deprecated as of v1.0.0. The league ceased operations; use PWHL functions instead.

You can install the CRAN version of fastRhockey
with:
install.packages("fastRhockey")You can install the development version from GitHub with:
# You can install using the pak package using the following code:
if (!requireNamespace('pak', quietly = TRUE)){
install.packages('pak')
}
pak::pak("sportsdataverse/fastRhockey")If you would prefer the remotes installation:
if (!requireNamespace('remotes', quietly = TRUE)){
install.packages('remotes')
}
remotes::install_github(repo = "sportsdataverse/fastRhockey")library(fastRhockey)
# NHL
nhl_schedule(season = "20242025")
nhl_standings(season = "20242025")
nhl_game_feed(game_id = 2024020001)
# NHL Edge advanced metrics
nhl_edge_skater_detail(player_id = 8478402) # Connor McDavid, current season
nhl_edge_goalie_save_percentage_detail(player_id = 8475883)
nhl_edge_team_zone_time_details(team_id = 10) # Toronto Maple Leafs
# NHL Records API
nhl_records_franchise()
nhl_records_draft_lottery_odds()
nhl_records_skater_real_time_stats_career(limit = 50)
# Helper aggregators
nhl_game_ids_by_season(season = 2025, team_abbr = "TOR")
nhl_player_career_stats(player_id = 8478402)
nhl_team_summary_range(start_season = 2023, end_season = 2024)
# PWHL
pwhl_schedule(season = 2025)
pwhl_standings(season = 2025)
pwhl_pbp(game_id = 27)
pwhl_player_info(player_id = 28)
pwhl_leaders(position = "skaters", season = 2025)
pwhl_game_summary(game_id = 27)
# Full season loaders
load_nhl_pbp(seasons = 2024)
load_nhl_schedule(seasons = 2024)
load_pwhl_pbp(seasons = 2024)
load_pwhl_schedule(seasons = 2024)
load_pwhl_team_box(seasons = 2024)
load_pwhl_skater_box(seasons = 2024)
load_pwhl_scoring_summary(seasons = 2024)
load_pwhl_penalty_summary(seasons = 2024)
load_pwhl_game_info(seasons = 2024)You can find the documentation for fastRhockey
on GitHub
pages.
You can view CSVs of historical boxscore and play-by-play on the fastRhockey
data
repo, as well as the process for scraping that historical data.
To cite the fastRhockey
R package in publications, use:
BibTex Citation
@misc{howell_gilani_fastRhockey,
author = {Ben Howell and Saiem Gilani},
title = {fastRhockey: Functions to Access Professional Women's Hockey League and National Hockey League Play by Play Data.},
url = {https://fastRhockey.sportsdataverse.org/},
doi = {10.32614/CRAN.package.fastRhockey},
year = {2025}
}These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.