Load wehoop WNBA Stats rolling windows

Loads event-count rolling windows built from the WNBA Stats API shots: for each player, field-goal and three-point percentage over her last 50 and 200 attempts (window_unit, window_n), set against the window before it, her season start and her career baseline. Built with sportsdataverse-py's rolling_windows() and published to the wnba_stats_rolling_windows release tag.

Usage

load_wnba_stats_rolling_windows(
  seasons = most_recent_wnba_stats_season(),
  ...,
  dbConnection = NULL,
  tablename = NULL
)

Source

https://github.com/sportsdataverse/sportsdataverse-data/releases/tag/wnba_stats_rolling_windows

Arguments

seasons

A vector of 4-digit years associated with given WNBA seasons. Published coverage runs 1997 through the most recent season, with no gaps. Pass seasons = TRUE for every published season. (Min: 1997)

...

Additional arguments passed to an underlying function that writes the season data into a database.

dbConnection

A DBIConnection object, as returned by DBI::dbConnect()

tablename

The name of the rolling windows data table within the database

Value

Returns a wehoop_data tibble with one row per player, metric and window.

col_name	types	description
season	integer	Season identifier (4-digit year).
entity_type	character	Grain of the row (player).
entity_id	character	WNBA Stats player id.
entity_name	character	Player name.
team_id	character	WNBA Stats team id.
metric	character	fg_pct or fg3_pct.
window_unit	character	Event the window counts (fga or fg3a).
window_n	integer	Window length in events (50 or 200).
cur	numeric	Rate over the most recent window.
prev	numeric	Rate over the window before it.
season_start	numeric	Rate over the first window of the season.
career_baseline	numeric	Career rate through this season.
delta_prev	numeric	cur - prev.
delta_season	numeric	cur - season_start.
delta_career	numeric	cur - career_baseline.
delta_prev_rank	integer	Rank of delta_prev among qualified players.
n	integer	Events in the current window.
qualified	logical	Whether the player has a full window.
last_event_date	Date	Date of the player's latest event in the window.
as_of_date	Date	Date the table was built.
id_source	character	Id namespace of entity_id / team_id (wnba_stats).

See also

Other WNBA Stats loader functions: load_wnba_stats_game_lineups(), load_wnba_stats_leaguedash(), load_wnba_stats_metric_curves(), load_wnba_stats_player_boxscores(), load_wnba_stats_rosters()

Examples

# \donttest{
  try(load_wnba_stats_rolling_windows(seasons = most_recent_wnba_stats_season()))
#> ──────────────────────────────────────────────────────────────── wehoop 3.1.0 ──
#> # A tibble: 916 × 21
#>    season entity_type entity_id entity_name team_id  metric window_unit window_n
#>     <int> <chr>       <chr>     <chr>       <chr>    <chr>  <chr>          <int>
#>  1   2026 player      1627668   Stewart     1611661… fg3_p… fg3a              50
#>  2   2026 player      1627671   Banham      1611661… fg3_p… fg3a              50
#>  3   2026 player      1627673   Jones       1611661… fg3_p… fg3a              50
#>  4   2026 player      1627674   Copper      1611661… fg3_p… fg3a              50
#>  5   2026 player      1627675   Williams    1611661… fg3_p… fg3a              50
#>  6   2026 player      1627700   Allemand    1611661… fg3_p… fg3a              50
#>  7   2026 player      1627701   Fagbenle    1611661… fg3_p… fg3a              50
#>  8   2026 player      1628242   Cannon      1611661… fg3_p… fg3a              50
#>  9   2026 player      1628244   Whitcomb    1611661… fg3_p… fg3a              50
#> 10   2026 player      1628269   Brodie      1611661… fg3_p… fg3a              50
#> # ℹ 906 more rows
#> # ℹ 13 more variables: cur <dbl>, prev <dbl>, season_start <dbl>,
#> #   career_baseline <dbl>, delta_prev <dbl>, delta_season <dbl>,
#> #   delta_career <dbl>, delta_prev_rank <int>, n <int>, qualified <lgl>,
#> #   last_event_date <date>, as_of_date <date>, id_source <chr>
# }