| Title: | ACC Baseball Datasets with Advanced Sabermetric Metrics |
| Version: | 0.1.3 |
| Description: | Provides curated ACC (Atlantic Coast Conference) baseball datasets at the player-season level, including traditional statistics and advanced sabermetric metrics such as weighted on-base average (wOBA), weighted runs created plus (wRC+), and fielding-independent pitching (FIP). |
| License: | MIT + file LICENSE |
| Encoding: | UTF-8 |
| RoxygenNote: | 8.0.0 |
| Depends: | R (≥ 4.1.0) |
| LazyData: | true |
| LazyDataCompression: | xz |
| URL: | https://github.com/hvb210/accbaseballr |
| BugReports: | https://github.com/hvb210/accbaseballr/issues |
| NeedsCompilation: | no |
| Packaged: | 2026-05-21 15:15:59 UTC; hbaskin |
| Author: | Hana Baskin [aut, cre, cph] |
| Maintainer: | Hana Baskin <hana.baskin@gmail.com> |
| Repository: | CRAN |
| Date/Publication: | 2026-05-28 12:40:06 UTC |
accbaseballr: ACC Baseball Statistics and Metrics
Description
Provides ACC baseball batting and pitching datasets with advanced sabermetric metrics.
Author(s)
Maintainer: Hana Baskin hana.baskin@gmail.com [copyright holder]
Authors:
Hana Baskin hana.baskin@gmail.com [copyright holder]
See Also
Useful links:
ACC Batting Data
Description
This dataset contains advanced batting metrics for ACC baseball players. It is designed for sabermetric analysis rather than raw box-score reporting.
A dataset containing ACC baseball batting statistics at the player-season level, including traditional counting stats and advanced sabermetric offensive metrics.
Usage
batting
batting
Format
A data frame with the following columns:
- player_id
Unique player-season identifier
- Name
Player first and last name
- Age
Player age during season
- Season
Year of season
- Team
ACC team
- G
Games played
- PA
Plate appearances
- AB
At bats
- R
Runs scored
- H
Hits
- X1B
Singles hit
- X2B
Doubles hit
- X3B
Triples hit
- HR
Home runs hit
- BB
Bases on balls
- SO
Strikeouts
- BA
Hits/At bats
- SLG
Total bases/At bats
- HBP
Times hit by a pitch
- SF
Sacrifice flies
- IBB
Intentional bases on balls
- bats
Batting handedness
- ISO
Isolated power
- K_pct
Strikeout percentage
- BABIP
Batting average on balls in play
- BB_pct
Walk percentage
- wOBA
Weighted on-base average
- league_wOBA
Average wOBA for league for season
- scale
wOBA scale
- wRC_plus
Weighted runs created plus
A data frame with one row per player-season and the following columns:
- player_id
Character. Unique player identifier.
- Season
Integer. The season (calendar year).
- Name
Character. Player full name.
- Age
Character. Age of player in season.
- Team
Character. ACC team name.
- G
Integer. Games played.
- PA
Integer. Plate appearances.
- AB
Integer. At-bats.
- H
Integer. Hits.
- X1B
Integer. Singles.
- X2B
Integer. Doubles.
- X3B
Integer. Triples.
- HR
Integer. Home runs.
- R
Integer. Runs scored.
- BB
Integer. Walks.
- SO
Integer. Strikeouts.
- SLG
Numeric. Slugging percentage.
- HBP
Integer. Hit by pitch.
- SF
Integer. Sacrifice fly.
- IBB
Integer. Intentional walk.
- bats
Character. Batting handedness:
"Right","Left","Both"or"Unkown".- ISO
Numeric. Isolated power.
- K_pct
Numeric. Strikeout percentage.
- BABIP
Numeric. Batting average on balls in play.
- wOBA
Numeric. Weighted on-base average.
- league_wOBA
Numeric. League-wide weighted on-base average.
- scale
Numeric. wOBA scale
- wRC_plus
Numeric. Weighted runs created plus (100 = league average).
Details
Player-season batting metrics for ACC baseball.
Source
Publicly available ACC baseball statistics transformed into sabermetric metrics for analysis.
Derived from publicly available ACC baseball data from Sports-Reference (https://www.sports-reference.com/).
Examples
data(batting)
head(batting)
ACC baseball league context statistics
Description
A dataset containing league-average statistics used for normalization and calculation of advanced metrics such as wOBA and wRC+.
Season-level offensive environment metrics used for normalization of player statistics.
Usage
league_context
league_context
Format
A data frame with one row per season and the following columns:
- Season
Integer. The season (calendar year).
- league_PA
Integer. League-wide plate appearances.
- league_H
Integer. League-wide hits.
- league_2B
Integer. League-wide doubles hit.
- league_3B
Integer. League-wide triples hit.
- league_HR
Integer. League_wide home runs hit.
- league_BB
Integer. League-wide bases on balls.
- league_HBP
Integer. League-wide times hit by pitch.
- league_SF
Integer. League-wide sacrifice flies.
- league_AB
Integer. League-wide at bats.
- league_BA
Numeric. League-wide hits/at bats.
- league_1B
Integer. League-wide singles hit.
- league_wOBA
Numeric. League-wide weighted on-base average.
- league_BB_rate
Numeric. League-wide walk rate.
- league_SO
Integer. League-wide strikeouts.
- p_league_BB
Integer. League-wide bases on balls (pitching).
- p_league_HR
Integer. League-wide home runs allowed.
- league_IP
Numeric. League-wide innings pitched.
- league_K_per_9
Numeric. League-wide strikeouts per nine innings.
- league_BB_per_9
Numeric. League-wide bases on balls per nine innings.
- league_HR_per_9
Numeric. League-wide home runs allowed per nine innings.
A data frame with one row per season:
- Season
Season year
- league_PA
League-wide plate appearances
- league_H
League-wide hits
- league_2B
League-wide doubles hit
- league_3B
League-wide triples hit
- league_HR
League_wide home runs hit
- league_BB
League-wide bases on balls
- league_HBP
League-wide times hit by pitch
- league_SF
League-wide sacrifice flies
- league_AB
League-wide at bats
- league_BA
League-wide hits/at bats
- league_1B
League-wide singles hit
- league_wOBA
League-wide weighted on-base average
- league_BB_rate
walk rate
- league_SO
League-wide strikeouts
- p_league_BB
League-wide bases on balls (pitching)
- p_league_HR
League-wide home runs allowed
- league_IP
League-wide innings pitched
- league_K_per_9
League-wide strikeouts per nine innings
- league_BB_per_9
League-wide bases on balls per nine innings
- league_HR_per_9
League-wide home runs allowed per nine innings
Source
Derived from publicly available ACC baseball data from Sports-Reference (https://www.sports-reference.com/).
Publicly available ACC baseball statistics transformed into sabermetric metrics for analysis.
Examples
data(league_context)
head(league_context)
ACC Pitching Data
Description
Advanced pitching metrics for ACC pitchers including fielding-independent measures.
A dataset containing ACC baseball pitching statistics at the player-season level, including traditional counting stats and advanced sabermetric pitching metrics.
Usage
pitching
pitching
Format
A data frame with the following columns:
- player_id
Unique player-season identifier
- Name
Player first and last name
- Age
Player age during season
- Season
Year of season
- Team
ACC team
- ERA
Earned run average
- GS
Games started
- IP
Innings pitched
- H
Hits allowed
- R
Runs allowed
- ER
Earned runs allowed
- HR
Home runs allowed
- BB
Bases on balls
- IBB
Intentional bases on balls
- SO
Strikeouts
- HBP
Times hit by a pitch
- BF
Batters faced
- WHIP
Walks plus hits per inning pitched
- throws
Throwing handedness
- K_pct
Strikeout percentage
- BB_pct
Walk percentage
- K_BB_pct
Strikeout minus walk percentage
- FIP
Fielding independent pitching
A data frame with one row per player-season and the following columns:
- Season
Integer. The season (calendar year).
- player_id
Character. Unique player identifier.
- Name
Character. Player full name.
- Age
Character. Age of player in season.
- Team
Character. ACC team abbreviation or name.
- ERA
Numeric. Earned run average.
- GS
Integer. Games started.
- IP
Numeric. Innings pitched.
- H
Integer. Hits allowed.
- R
Integer. Runs allowed.
- ER
Integer. Earned runs allowed.
- BB
Integer. Walks allowed.
- IBB
Integer. Intentional walks.
- SO
Integer. Strikeouts.
- HBP
Integer. Hit by pitch.
- HR
Integer. Home runs allowed.
- BF
Integer. Batters faced.
- WHIP
Numeric. Walks plus hits per inning pitched.
- throws
Character. Throwing handedness:
"Right","Left","Both"or"Unkown".- K_pct
Numeric. Strikeout percentage.
- BB_pct
Numeric. Walk percentage.
- K_BB_pct
Numeric. Strikeout minus walk percentage.
- FIP
Numeric. Fielding-independent pitching.
Details
Player-season pitching metrics for ACC baseball.
Source
Publicly available ACC baseball statistics transformed into sabermetric metrics for analysis.
Derived from publicly available ACC baseball data from Sports-Reference (https://www.sports-reference.com/).
Examples
data(pitching)
head(pitching)
ACC Player Data
Description
Basic player identification information used to join batting and pitching datasets.
A dataset containing player-level metadata for ACC baseball players, including handedness information.
Usage
players
players
Format
A data frame with the following columns:
- player_id
Unique player identifier
- Name
Player first and last name
- bats
Batting handedness
- throws
Throwing handedness
A data frame with one row per player and the following columns:
- Name
Character. Player full name.
- player_id
Character. Unique player identifier.
- bats
Character. Batting handedness:
"Right","Left","Both"or"Unkown".- throws
Character. Throwing handedness:
"Right","Left","Both"or"Unkown".
Details
Player metadata for ACC baseball players.
Source
Compiled from publicly available roster information from Sports-Reference.
Derived from publicly available ACC baseball data from Sports-Reference (https://www.sports-reference.com/).
Examples
data(players)
head(players)