Load wehoop WNBA Stats Team Season Stats

Loads season-level team statistics scraped from the WNBA Stats API (leaguedashteamstats-style outputs). Backed by the wehoop-wnba-stats-data pipeline that reads raw JSONs from wehoop-wnba-stats-raw and publishes parquet/rds artifacts to the wnba_stats_team_season_stats release tag.

load_wnba_stats_team_stats_manifest() returns the per-season manifest CSV (season, row_count, generated_at_utc, source_endpoint) for the WNBA Stats team season stats release tag without downloading any season's full data.

Usage

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

load_wnba_stats_team_stats_manifest()

Arguments

seasons: A vector of 4-digit years associated with given WNBA seasons. (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 team season stats table within the database

Value

Returns a wehoop_data tibble of team season stats.

col_name	types	description
season	integer	Season identifier (4-digit year or 'YYYY-YY' string).
season_type	character	Season type (1=pre-season, 2=regular season, 3=postseason, 4=off-season for ESPN; or string label for WNBA Stats).
team_id	character	Unique team identifier.
team_name	character	Full team display name (e.g. 'Las Vegas Aces').
team_abbreviation	character	Short team abbreviation (e.g. 'LAS').
gp	integer	Games played.
w	integer	Wins.
l	integer	Losses.
w_pct	numeric	Wins percentage (0-1 decimal).
min	numeric	Minutes played.
fgm	numeric	Field goals made.
fga	numeric	Field goal attempts.
fg_pct	numeric	Field goal percentage (0-1).
fg3m	numeric	Three-point field goals made.
fg3a	numeric	Three-point field goal attempts.
fg3_pct	numeric	Three-point field goal percentage (0-1).
ftm	numeric	Free throws made.
fta	numeric	Free throw attempts.
ft_pct	numeric	Free throw percentage (0-1).
oreb	numeric	Offensive rebounds.
dreb	numeric	Defensive rebounds.
reb	numeric	Total rebounds.
ast	numeric	Assists.
tov	numeric	Turnovers.
stl	numeric	Steals.
blk	numeric	Blocks.
pf	numeric	Personal fouls.
pts	numeric	Points scored.
plus_minus	numeric	Plus/minus point differential while on court.

Examples

# \donttest{
  try(load_wnba_stats_team_stats(seasons = most_recent_wnba_stats_season()))
#> ──────────────────────────────────────────────────────────────── wehoop 3.0.0 ──
#> # A tibble: 90 × 177
#>    team_id    team_name   gp    w     l     w_pct min   fgm   fga   fg_pct fg3m 
#>    <chr>      <chr>       <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>  <chr>
#>  1 1611661330 Atlanta Dr… 19    12    7     0.632 40    30.7  70.2  0.437  8.6  
#>  2 1611661329 Chicago Sky 19    6     13    0.316 40.3  30.1  69.2  0.434  7    
#>  3 1611661323 Connecticu… 19    4     15    0.211 40.3  29.6  69.2  0.428  5.1  
#>  4 1611661321 Dallas Win… 19    11    8     0.579 40.3  33.2  72.4  0.459  8.1  
#>  5 1611661331 Golden Sta… 20    13    7     0.65  40    28.2  68.7  0.411  10.8 
#>  6 1611661325 Indiana Fe… 19    11    8     0.579 40.5  32.3  68.4  0.472  9.8  
#>  7 1611661319 Las Vegas … 19    14    5     0.737 40    33.4  68.4  0.488  8.5  
#>  8 1611661320 Los Angele… 18    8     10    0.444 40.3  31.2  68.4  0.455  8.4  
#>  9 1611661324 Minnesota … 19    15    4     0.789 40    34.4  70.6  0.488  7.7  
#> 10 1611661313 New York L… 20    12    8     0.6   40.3  29.5  64.1  0.46   10.2 
#> # ℹ 80 more rows
#> # ℹ 166 more variables: fg3a <chr>, fg3_pct <chr>, ftm <chr>, fta <chr>,
#> #   ft_pct <chr>, oreb <chr>, dreb <chr>, reb <chr>, ast <chr>, tov <chr>,
#> #   stl <chr>, blk <chr>, blka <chr>, pf <chr>, pfd <chr>, pts <chr>,
#> #   plus_minus <chr>, gp_rank <chr>, w_rank <chr>, l_rank <chr>,
#> #   w_pct_rank <chr>, min_rank <chr>, fgm_rank <chr>, fga_rank <chr>,
#> #   fg_pct_rank <chr>, fg3m_rank <chr>, fg3a_rank <chr>, fg3_pct_rank <chr>, …
# }

Usage

Arguments

Value

See also

Examples