WBBAWomen’s Basketball Analytics
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How WBBA works

Keep the evidence, the challenge, and the next question in the same basketball conversation.

WBBA is being built to help professional staff understand what a new game could change, test the first reading, and retain the next useful check for future review.

What WBBA is being built to connect

From a new game to the next review—without losing the reason for the work.

This is the intended platform workflow, not a claim that a complete authenticated organization journey is available today.

  1. 01 · Notice

    New game evidence

    A game, report, or result puts an earlier reading back on the table.

    P1 · What Changed / P2 · Discover
  2. 02 · Understand

    Earlier interpretation

    The player, team, or preparation reading and the assumptions behind it stay visible.

    P3 · Player / P4 · Team / P5 · Game
  3. 03 · Challenge

    Test what could change it

    A narrower comparison or counterexample can qualify the first explanation before it becomes a conclusion.

    P6 · Impact Lab
  4. 04 · Decide

    State the condition

    A potential fit or decision records its conditions, alternatives, and what would break it.

    P7 · Fit & Opportunity / P8 · Decision Room
  5. 05 · Resume

    Return with context

    Affected work returns with the question, evidence, uncertainty, and next useful check intact.

    P9 · Home

Completed public verification

A real calculation can narrow the next question without answering the whole basketball question.

Maya Caldwell’s 2025 public game records are used here as a transparent method demonstration. The comparison is descriptive and does not establish role, impact, or a personnel conclusion.

How we checked · verified public-data calculation

The raw change is real. The conclusion still needs a tougher check.

This 2025 WNBA game-record calculation shows the method—not a player evaluation, product result, or personnel recommendation.

All recorded games

+1.65 assists per 36

Maya Caldwell, Atlanta, 2025 regular season: 147 minutes / 10 assists in the early window; 272 minutes / 31 assists later. The source records retain date, opponent, phase, minutes, and source identity.

Shared opponents only

+0.75 assists per 36

70 minutes · 6 assists · 3.09 assists per 36 early; 122 minutes · 13 assists · 3.84 assists per 36 later. In the smaller shared-opponent sample, the original difference contracts.

What the check meansThe smaller comparison means the raw number alone cannot explain the change. The public record does not resolve role, handling, health, coaching, or team-context explanations.
  1. Evidence and limitsThe later window also has 125 more recorded minutes. Public box scores establish output and exposure, not why either changed.
  2. Next useful checkAcquire authorized possession/video and lineup context for a materially larger matched shared-opponent sample; compare ball-handling and initiation events against the earlier window. That evidence is not available in this public demonstration.
This calculation does not establish player role, causal contribution, fit, tactical conclusion, personnel recommendation, customer outcome, or buyer demand.

Explore the work

See how a basketball question can stay useful after the meeting ends.

Explore the public walkthrough, then inspect the bounded evidence example. Controlled workspace access remains separate for approved users.

Inspect the real basketball check