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baseballr - Acquiring and Analyzing Baseball Data

Provides numerous utilities for acquiring and analyzing baseball data from online sources such as 'Baseball Reference' <https://www.baseball-reference.com/>, 'FanGraphs' <https://www.fangraphs.com/>, and the 'MLB Stats' API <https://www.mlb.com/>.

Last updated

baseballpitchfxsabermetricsstatcast

10.33 score 433 stars 1 dependents 896 scripts 2.0k downloads

sportyR - Plot Scaled 'ggplot' Representations of Sports Playing Surfaces

Create scaled 'ggplot' representations of playing surfaces. Playing surfaces are drawn pursuant to rule-book specifications. This package should be used as a baseline plot for displaying any type of tracking data.

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footballggplot2playing-surfacessportsports-analyticssports-datasports-tracking-datasportsdataversevisualization

9.53 score 120 stars 1 dependents 195 scripts 667 downloads

hoopR - Access Men's Basketball Play by Play Data

A utility to quickly obtain clean and tidy men's basketball play by play data. Provides functions to access live play by play and box score data from ESPN<https://www.espn.com> with shot locations when available. It is also a full NBA Stats API<https://www.nba.com/stats/> wrapper. It is also a scraping and aggregating interface for Ken Pomeroy's men's college basketball statistics website<https://kenpom.com>. It provides users with an active subscription the capability to scrape the website tables and analyze the data for themselves.

Last updated

basketballcollege-basketballespnkenpomnbanba-analyticsnba-apinba-datanba-statisticsnba-statsnba-stats-apincaancaa-basketballncaa-bracketncaa-playersncaa-ratingsncaamsportsdataverse

9.38 score 150 stars 1 dependents 646 scripts 1.4k downloads

cfbfastR - Access College Football Play by Play Data

A utility to quickly obtain clean and tidy college football data. Serves as a wrapper around the <https://collegefootballdata.com/> API and provides functions to access live play by play and box score data from ESPN <https://www.espn.com> when available. It provides users the capability to access a plethora of endpoints, and supplement that data with additional information (Expected Points Added/Win Probability added).

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cfb-datacollege-footballcollege-football-playerscollegefootballdata-apiespnfootballfootball-apifootball-datafootball-scoresfootballdatancaafsportssports-analyticssports-bettingsports-datasports-statssportsanalyticssportsdataverse

9.18 score 113 stars 2 dependents 281 scripts 1.1k downloads

wehoop - Access Women's Basketball Play by Play Data

A utility for working with women's basketball data. A scraping and aggregating interface for the WNBA Stats API <https://stats.wnba.com/> and ESPN's <https://www.espn.com> women's college basketball and WNBA statistics. It provides users with the capability to access the game play-by-plays, box scores, standings and results to analyze the data for themselves.

Last updated

college-basketballespnespn-statsncaancaa-basketballprofessional-basketball-datasportsdataversewnbawnba-playerswnba-statswomens-basketball

8.07 score 51 stars 1 dependents 174 scripts 777 downloads

fastRhockey - Functions to Access Professional Women's Hockey League and National Hockey League Play by Play Data

A utility to scrape and load play-by-play data and statistics from the Professional Women's Hockey League <https://www.thepwhl.com/>, formerly known as the Premier Hockey Federation (PHF) or National Women's Hockey League (NWHL). Additionally, allows access to the National Hockey League's stats API <https://www.nhl.com/>.

Last updated

hockeynhlphfsportsdataverse

6.78 score 37 stars 1 dependents 39 scripts 541 downloads

ggshakeR - Analytics and Visualization Package for Soccer Data

ggshakeR is an analysis and visualization R package that works with publically available soccer data. The datasets (for now) include FBref, StatsBomb, and understat.

Last updated

analysisdata-analysisdata-visualizationfootball-analyticslibrarymachine-learningplottingsoccersoccer-analyticsvisualization

6.08 score 119 stars

oddsapiR - Access Live Sports Odds from the Odds API

A utility to quickly obtain clean and tidy sports odds from The Odds API <https://the-odds-api.com>. Provides wrappers for every version 4 endpoint -- featured-market and single-event odds (including player props and alternate lines), historical odds snapshots, scores, events, participants, and usage-quota reporting -- returning tidy tibbles ready for analysis.

Last updated

bettingbetting-oddssports-oddssportsdataverse

5.42 score 10 stars 1 dependents 22 scripts 563 downloads

cfbplotR - CFB Logo Plots in 'ggplot2'

A set of functions to visualize College Football analysis in 'ggplot2'.

Last updated

college-footballggplot2sportsdataverse

5.36 score 10 stars 189 scripts

chessR - Functions to Extract, Clean and Analyse Online Chess Game Data

A set of functions to enable users to extract chess game data from popular chess sites, including 'Lichess'<https://lichess.org/> and 'Chess.com' <https://www.chess.com/> and then perform analysis on that game data.

Last updated

4.72 score 35 stars 15 downloads

mlbplotR - Create 'ggplot2' and 'gt' Visuals with Major League Baseball Logos

Tools to help visualize Major League Baseball analysis in 'ggplot2' and 'gt'. You provide team/player information and 'mlbplotR' will transform that information into team colors, logos, or player headshots for graphics.

Last updated

baseballggplot2sportsdataverse

4.10 score 25 stars 346 downloads

cfbseedR - Simulate and Evaluate College Football Seasons

Simulate college football seasons and compute standings, conference ranks, conference champions, and College Football Playoff (CFP) seeds. Implements the official season-scoped championship-game tiebreaker procedure of each Football Bowl Subdivision (FBS) conference and the CFP's season-keyed automatic-qualifier policies, including the 2026 formats. Seasons are simulated week by week with a pluggable results generator, and external tiebreaker inputs such as committee rankings or analytics composites can be supplied. Adapts the approach of the 'nflseedR' package by Sebastian Carl and Lee Sharpe to college football semantics.

Last updated

4.02 score 1 stars 1 dependents 1 scripts 423 downloads

recruitR - A College Sports Recruiting Package

As a college sports recruiting package, recruitR provides users with the access to 247 Composite rankings and recruit information from the CollegeFootballData API.

Last updated

college-footballfootballsportssports-analyticssportsanalyticssportsdataverse

3.98 score 20 stars 16 scripts

sportsdataverse - Easily Install and Load the 'SportsDataverse'

Installs and loads, in a single step, the set of 'sportsdataverse' sports data packages, which work in harmony because they share common data representations and 'API' design. Also reports and updates the installed versions of those packages. Learn more about the 'sportsdataverse' at <https://sportsdataverse.org>.

Last updated

sportssports-analyticssports-datasportsdataverse

3.97 score 19 stars 11 scripts

soccerAnimate - Creates 2D animations of soccer tracking data

This packages allows you to create 2D animations of soccer tracking data in addition to do some player calculations and team possession stats.

Last updated

3.82 score 132 stars

softballR - Easily Accessible College Softball Data

A tool for accessing the data hidden on ESPN<https://www.espn.com>, NCAA<https://www.ncaa.com>, and a few others. Scrapes player boxes, team boxes, play-by-play, rankings, team stats, individual stats, and whatever else I can find online.

Last updated

3.69 score 11 stars 15 scripts

cfb4th - Optimal Fourth Down Decisions in College Football

Estimate the outcomes of fourth down plays in National Collegiate Athletic Association (NCAA) football and compare the win probability of going for it, attempting a field goal and punting. Each option is scored with expected points, field goal, fourth down conversion and win probability models fitted on 'cfbfastR' play-by-play data, following the approach of 'nfl4th' for the National Football League. Fourth down plays from a single game can be pulled from 'ESPN' and prepared for scoring, and whole seasons of 'cfbfastR' play-by-play can be loaded with the decision columns added.

Last updated

cfbcfb-analyticscfbfastrsportsdataverse

3.64 score 11 stars 7 scripts

usfootballR - Access MLS and NWSL Play-by-Play Data

A utility for working with American soccer data. A scraping and aggregating interface for ESPN's <https://www.espn.com> MLS and NWSL statistics.

Last updated

mlsnwslsoccersoccer-statssportsdataverse

3.54 score 14 stars 6 scripts

nwslR - Compiles dataset for the National Women's Soccer League (NWSL)

nwslR is an R package that allows users to access datasets for the National Women’s Soccer League (NWSL). Founded in 2013, the NWSL is the United States’ top professional women’s soccer league, featuring players from all over the world.

Last updated

3.28 score 38 stars

puntr - Analysis of Punting

A package for importing, manipulating, analyzing, and visualizing data related to football punting. Uses play-by-play dataframes in the format used by nflscrapR and nflfastR.

Last updated

2.85 score 7 stars

sdvplotR - Sports Team Logo Plots in 'ggplot2', 'gt' and 'reactable'

A unified set of functions to visualize sports data across the 28 leagues of the SportsDataverse team index, including the National Football League, National Basketball Association, Women's National Basketball Association, Major League Baseball, National Hockey League, college football and basketball, and soccer, in 'ggplot2' plots, 'gt' tables and 'reactable' tables, and in interactive 'plotly', 'ggiraph' and 'leaflet' charts and maps. Team logos, wordmarks and player headshots can be drawn as plot layers, as axis text and inside table cells, in the design a team used in a given season, and team color scales map team identifiers to their official colors. Playing surfaces from 'sportyR' can be painted in a team's colors. Team identifiers from many data providers, including the codes of relocated franchises, are resolved to one canonical team id per league through the team index and logo manifest of the SportsDataverse logo archive <https://github.com/sportsdataverse/sdv-assets>, read at run time with a copy bundled in the package. Built on 'ggpath' following the conventions of 'nflplotR' and designed to work with the companion SportsDataverse data packages. Also includes the 'gtUtils' table themes, color legends, cut lines, significance notation, outlier flags and cropping and saving helpers for 'gt' tables.

Last updated

data-visualizationggplot2gtreactablesportssports-datasportsdataverse

2.40 score 1 scripts