WBB (sportsdataverse.wbb)
Data sources
| Source | APIs / hosts | Functions | Auth |
|---|---|---|---|
| ESPN | cdn.espn.com, site.api.espn.com, site.web.api.espn.com +1 more | 129 | none |
| sportsdataverse-data releases | github.com | 34 | none |
| stats.ncaa.org | stats.ncaa.org | 111 | none (Terms gate + rate rotation) |
| Bart Torvik Women's T-Rank | barttorvik.com | 1 | none |
| Fox Sports API | api.foxsports.com | 27 | none |
| Her Hoop Stats | herhoopstats.com | 5 | subscription |
| Additional functions | hand-written wrappers & helpers | 316 | — |
ESPN
| Reference | Functions |
|---|---|
| ESPN site API (v2) | 25 |
| ESPN web API (v3) | 5 |
| ESPN core API (v2) | 86 |
| ESPN FPI API (fitt v3) | 1 |
| ESPN CDN API (cdn.espn.com) | 4 |
| Hand-written wrappers | 8 |
sportsdataverse-data releases
| Reference | Functions |
|---|---|
| sportsdataverse-data releases | 34 |
stats.ncaa.org
| Reference | Functions |
|---|---|
| Hand-written wrappers | 111 |
Bart Torvik Women's T-Rank
| Reference | Functions |
|---|---|
| Bart Torvik Women's T-Rank (barttorvik.com/ncaaw) | 1 |
Fox Sports API
| Reference | Functions |
|---|---|
| Hand-written wrappers | 27 |
Her Hoop Stats
| Reference | Functions |
|---|---|
| Hand-written wrappers | 5 |
Tools and helpers
Play-by-play processing
build_athlete_identity_lookupclassify_point_valueclassify_zone_geometryclassify_zone_typeespn_shots_to_canonicalfit_espn_court_scalencaa_wbb_game_pbpncaa_wbb_play_by_playshot_events_to_framewbb_pbp_disk
Models and calculators
AssistEventAssistInfoConferenceIdCutdownShotEventDirectionFieldGoalStatsLeagueConstantsLineupEventLineupEventStatsLineupIdLocationTypePlayerCodeIdPlayerEventPlayerIdPlayerShotInfoPlayerValueConstantsPossCalcFragmentPossessionEventRapmConfigRapmPlayerContextRapmPreProcDiagnosticsRapmPriorInfoRapmProcessingInputsRawGameEventRosterEntryScoreInfoShotClockStatsShotEventShotGeoShotLocationShotQualityConstantsTeamIdTeamSeasonIdadjust_efficiencyadjust_off_rating_statsadjust_tempoaggregate_player_seasonsapply_weak_priorsas_of_ratings_splitas_of_season_splitbootstrap_aribrier_scorebuild_d_rtgbuild_net_pointsbuild_o_rtgbuild_player_contextbuild_priorsbuild_productivitybuild_wbb_season_wpbuild_weak_prior_from_rapmcalc_collinearity_diagcalc_lineup_outputscalc_player_weightscalc_slow_pseudo_inversecalculate_predicted_outcalculate_rapmcalculate_residual_errorcalculate_sd_rapmcalibration_tablefit_shrinkage_kget_constantsget_player_value_constantsin_game_featuresinject_rapm_into_playerskmeans_fitload_artifactlog_loss_scorelogistic_fitmaepick_ridge_regressionplayer_per100_featuresposs_calc_fragment_sumpredict_marginpredict_totalraw_game_efficiencyridge_cv_lambdaridge_fitroc_aucsave_artifactscore_to_tuplesimulate_gameslow_regressionspearman_corrtalent_split_msethree_point_radiustransfer_cohortwbb_bracket_simwbb_in_game_win_probwbb_predict_gameswbb_season_simwbb_team_ratingswin_prob_from_margin
Analytics
ConcurrentClumpPossStateapply_relative_positional_overridesassign_to_right_lineupbuild_3p_shot_infobuild_adjusted_3pbuild_efficiency_marginsbuild_exp_3pbuild_positionbuild_position_confidencesbuild_positional_aware_filtercalc_def_player_luck_adjcalc_def_team_luck_adjcalc_off_player_luck_adjcalc_off_team_luck_adjcalculate_aggregated_lineup_statscalculate_possessionscalculate_possessions_by_eventcalculate_statscomplete_weighted_avgconcurrent_event_handlercount_matchingget_stats_diffincorporate_heightinject_lucklineup_as_raw_clumpslineup_balancerlineup_fixerlineup_to_team_reportncaa_wbb_lineupsncaa_wbb_on_offncaa_wbb_player_combosncaa_wbb_player_lineupsorder_lineuppos_class_to_scoreproject_bracketregress_shot_qualitystrength_of_scheduletest_positional_aware_filterusing_roster_poswbb_bracketologywbb_strength_of_scheduleweighted_avg
Dates and seasons
IDs and crosswalks
FuzzyMatchErrorNoSurnameMatchStrongSurnameMatchTidyPlayerContextWeakSurnameMatchbox_aware_comparebuild_tidy_player_contextcode_from_boxconvert_from_digitsconvert_from_initialsdisplay_name_to_roster_keyfuzzy_box_matchncaa_espn_team_crosswalkncaa_wbb_team_idsresolve_ncaa_team_idtidy_playerwbb_player_crosswalkwbb_schedule_crosswalkwbb_team_crosswalk
Examples
Worked examples — executed notebooks rendered as pages (refreshed weekly against the live APIs):
Python ↔ R parity
Each sportsdataverse function and its equivalent in the sister R package, wehoop. Same-named where possible; the R column links the package's pkgdown reference.