Portfolio lab · synthetic events · responsible analytics

BehaviorGraph

Turns product events into taxonomy, nested activation funnel, retention cohorts, journey graph and an opportunity memo — answering which paths lead to activation, abandonment or recurring use.

Release Intelligence — newSynthetic seedNested unique-user funnelNo causal overclaim

Event taxonomy

Owned event contract — category, description and owner before volume.

Taxonomy not loaded.

Activation funnel

Nested unique users (must remain in the previous step set). Method is explicit — not raw event counts.

No funnel steps available.

    Retention cohorts

    First-seen week cohorts with true week offsets (W0–W4).

    No cohorts in the demo window.

    Segments

    Lightweight behavioral slices for product conversation — not ML scoring.

      Journey path graph

      Top session transitions via NetworkX. Exploratory map — not Markov attribution or causal path proof.

      0 edges · engine snapshot

        Friction radar

        Drop severity on the nested funnel plus error-like signals.

          Product opportunity memo

          Hypotheses tied to observed drops — with explicit analytical limits.

          Limitations