WBB — Bart Torvik Women's T-Rank (barttorvik.com/ncaaw)
sportsdataverse.wbb — 1 endpoint.
bart_wbb_ratings
GET /ncaaw/{year}_team_results.csv — women's T-Rank team ratings (adjoe/adjde/barthag, one row per team; the team/conf pair feeds the WBB crosswalk).
Endpoint URL: GET https://barttorvik.com/ncaaw/{year}_team_results.csv
Valid URL: https://barttorvik.com/ncaaw/2025_team_results.csv
| API Parameter | Python | Pattern | Required | Nullable | Description |
|---|---|---|---|---|---|
year | year | Y | year path parameter. |
Returns
return_parsed=True (default) — a tidy polars.DataFrame with the columns below; pass return_as_pandas=True for a pandas.DataFrame.
| col_name | type | description |
|---|---|---|
rank | integer | T-Rank position (overall barthag rank). |
team | character | Torvik team name (the crosswalk join key). |
conf | character | Torvik conference abbreviation (e.g. B12, ACC, BE). |
record | character | Overall win-loss record to date. |
adjoe | numeric | Adjusted offensive efficiency (points per 100 possessions vs an average defense). |
oe_rank | integer | National rank of adjusted offensive efficiency. |
adjde | numeric | Adjusted defensive efficiency (points allowed per 100 possessions vs an average offense). |
de_rank | integer | National rank of adjusted defensive efficiency. |
barthag | numeric | Torvik power rating: win probability vs an average team on a neutral floor. |
rank_2 | integer | Barthag rank repeated as shipped in the source CSV (duplicate of rank). |
proj_w | numeric | Projected full-season wins. |
proj_l | numeric | Projected full-season losses. |
pro_con_w | numeric | Projected conference wins. |
pro_con_l | numeric | Projected conference losses. |
con_rec | character | Conference win-loss record to date. |
sos | numeric | Strength of schedule faced to date. |
ncsos | numeric | Non-conference strength of schedule. |
consos | numeric | Conference strength of schedule. |
proj_sos | numeric | Projected full-season strength of schedule. |
proj_noncon_sos | numeric | Projected non-conference strength of schedule. |
proj_con_sos | numeric | Projected conference strength of schedule. |
elite_sos | numeric | Elite strength of schedule (share of schedule vs elite opponents). |
elite_noncon_sos | numeric | Elite non-conference strength of schedule. |
opp_oe | numeric | Average opponent offensive efficiency. |
opp_de | numeric | Average opponent defensive efficiency. |
opp_proj_oe | numeric | Projected average opponent offensive efficiency. |
opp_proj_de | numeric | Projected average opponent defensive efficiency. |
con_adj_oe | numeric | Adjusted offensive efficiency in conference games only. |
con_adj_de | numeric | Adjusted defensive efficiency in conference games only. |
qual_o | numeric | Offensive efficiency vs quality (top-tier) opponents. |
qual_d | numeric | Defensive efficiency vs quality (top-tier) opponents. |
qual_barthag | numeric | Barthag computed from the quality-opponent efficiency splits. |
qual_games | numeric | Number of quality games underlying the qual_* splits. |
fun | numeric | Torvik's FUN style/entertainment index. |
con_pf | numeric | Points scored in conference play. |
con_pa | numeric | Points allowed in conference play. |
con_poss | numeric | Possessions played in conference play. |
con_oe | numeric | Raw offensive efficiency in conference play. |
con_de | numeric | Raw defensive efficiency in conference play. |
con_sos_remain | numeric | Strength of the remaining conference schedule. |
conf_win_percent | numeric | Conference win percentage. |
wab | numeric | Wins above bubble (resume quality vs a bubble-level team). |
wab_rk | integer | National rank of wins above bubble. |
fun_rk | integer | National rank of the FUN index. |
adjt | numeric | Adjusted tempo (possessions per 40 minutes). |
return_parsed=False — the raw CSV response body (str).
Example
bart_wbb_ratings(year=2025)
Last validated n/a.