RB Stats from NFL Play-by-Play Data

Obtain RB stats from NFL play-by-play data for a specified time frame from either a saved database or nflreadr::load_pbp().

Usage

get_rb_pbp_stats(
  pbp_db = NULL,
  pbp_db_tbl = NULL,
  seasons = NULL,
  week_min = NULL,
  week_max = NULL
)

Format

A data frame with 59 variables that are described below.

player_id: Player gsis id (e.g., 00-0038120)
player_display_name: Player name (e.g., Breece Hall)
player_name: Player shortened name (e.g., B.Hall)
position: Player position (e.g., RB)
team: Player team (e.g., NYJ)
games: Number of games played
fpts_std_4pt_td: Fantasy points for standard format with 4 point TD
ppg_std_4pt_td: Fantasy points per game for standard format with 4 point TD
fpts_half_ppr_4pt_td: Fantasy points for half PPR format with 4 point TD
ppg_half_ppr_4pt_td: Fantasy points per game for half PPR format with 4 point TD
fpts_ppr_4pt_td: Fantasy points for full PPR format with 4 point TD
ppg_ppr_4pt_td: Fantasy points per game for full PPR format with 4 point TD
fpts_std_6pt_td: Fantasy points for standard format with 6 point TD
ppg_std_6pt_td: Fantasy points per game for standard format with 6 point TD
fpts_half_ppr_6pt_td: Fantasy points for half PPR format with 6 point TD
ppg_half_ppr_6pt_td: Fantasy points per game for half PPR format with 6 point TD
fpts_ppr_6pt_td: Fantasy points for full PPR format with 6 point TD
ppg_ppr_6pt_td: Fantasy points per game for full PPR format with 6 point TD
carries: Number of rush attempts including scrambles and kneel downs. Rushes after a lateral reception don't count as a carry
rushing_yards: Yards gained when rushing including scrambles and kneel downs. Also includes yards gained after obtaining a lateral on a play that started with a rushing attempt
rushing_tds: The number of rushing touchdowns (incl. scrambles). Also includes touchdowns after obtaining a lateral on a play that started with a rushing attempt
rushing_fumbles: Number of rushes with a fumble
rushing_fumbles_lost: Number of rushes with a lost fumble
rushing_first_downs: Number of rushing first downs
rushing_epa: Expected points added (EPA) on rush attempts including scrambles and kneel downs
rushing_2pt_conversions: Two-point conversion rushes
targets: Number of pass plays where the player was targeted as a receiver
receptions: Number of pass receptions. Lateral receptions don't count as a reception
receiving_yards: Yards gained after a pass reception. Includes yards gained after receiving a lateral on a play that started as a pass play
receiving_tds: Number of reception touchdowns, including after receiving a lateral on a play that began as a pass play
receiving_fumbles: Number of fumbles after a pass reception
receiving_fumbles_lost: Number of fumbles lost after a pass reception
receiving_air_yards: Receiving air yards including incomplete passes
receiving_yards_after_catch: Yards after the catch gained on plays in which player was receiver (this is an unofficial stat and may differ slightly between different sources)
receiving_first_downs: Number of first downs gained on a reception
receiving_epa: Expected points added on receptions
receiving_2pt_conversions: Two-point conversion receptions
racr: Receiving Air Conversion Ratio. RACR = receiving_yards / receiving_air_yards
target_share: Share of targets of player compared to all team targets
tgt_pct: Share of targets percentage
air_yards_share: Share of receiving_air_yards of the player to all team air_yards
wopr: Weighted Opportunity Rating. WOPR = 1.5 x target_share + 0.7 x air_yards_share
completions: Total pass completions (CMP)
attempts: Total pass attempts (ATT)
cmp_pct: Pass completion percentage
passing_yards: Total passing yards
passing_tds: Total passing touchdowns
interceptions: Total pass interceptions (INT)
sacks: Total number of sacks taken
sack_yards: Total yards taken from sacks
sack_fumbles: Total fumbles from sacks
sack_fumbles_lost: Total fumbles lost from sacks
passing_air_yards: Passing air yards (includes incomplete passes)
passing_yards_after_catch: Yards after the catch gained on plays in which player was the passer (this is an unofficial stat and may differ slightly between different sources).
passing_first_downs: First downs on pass attempts
passing_epa: Total expected points added (EPA) on pass attempts and sacks. NOTE: This uses the variable qb_epa, which gives QB credit for EPA for up to the point where a receiver lost a fumble after a completed catch and makes EPA work more like passing yards on plays with fumbles
passing_2pt_conversions: Two-point conversion passes
pacr: Passing Air Conversion Ratio. PACR = passing_yards / passing_air_yards
dakota: Adjusted EPA + CPOE composite based on coefficients which best predicts adjusted EPA/play in the following year

Arguments

pbp_db_tbl: Play-by-Play database table name (optional)
seasons: NFL season(s) (required) to obtain play-by-play data. The season can be defined as a single season, season = 2024. For multiple seasons, use either season = c(2023,2024) or season = 2022:2024.
week_min: Minimum week (required) to define whether pulling a range of weeks or the entire season. Use week_min = 1 for the first week of the season, must be an integer.
week_max: Maximum week (optional) to define a range of weeks to pull from an NFL season. If not defined, the data will be pulled for all weeks, beginning with week_min.
pbp_dp: Play-by-Play database path (optional)

Value

Dataframe with RB stats for user-defined season(s) and week(s) obtained from NFL play-by-play data

Details

The function get_rb_pbp_stats can be utilized to obtain player stats for a specified time frame that can include multiple seasons or even a range of weeks instead of the entire season. This includes stats for passing, rushing, and receiving obtained by using the nflfastR function calculate_player_stats(). The player stats are utilized to calculate fantasy points based on common scoring formats (4/6 point TD, STD, Half PPR, Full PPR). The function acquires stats by using cumulative play-by-play data by either loading from a saved database or using nflreadr::load_pbp(). The data is obtained for a user-defined season or multiple seasons. A range of weeks can also be defined with week_min and week_max. If the entire season is desired, use week_min = 1 and week_max does not need to be defined. To specify loading from a database, define the path to the database with pbp_db as well as the name of the table to load with pbp_db_tbl. To load from a database, you will need to save play-by-play data to a database using the nflfastR function, update_db(). For example, the database is saved by default as pbp_db with a table that is stored containing all play-by-play information called nflfastR_pbp. Assume that the database is saved in project_name/data/. Using the default naming scheme, nuclearff::get_pbp_data can be defined using the database with pbp_db = "data/pbp_db" and pbp_db_tbl = "nflfastR_pbp". Note that these two arguments must be defined as strings. For more information on calculated player stats, refer to the nflfastR calculate_player_stats()

Author

Nolan MacDonald