Commit Graph
3 Commits
Author SHA1 Message Date
wesandClaude Opus 4.7 e65d1c796c Name the GPS k-means areas by their marquee ride
Replace the "Area N" fallbacks with derived names: Kiddieland
(lowest mean PC2) plus The Woodies / The Grand Midway / Flying
Turns Grove / Giant Wheel Corner, each keyed off the headline
ride that lands in the cluster so the labels survive re-clustering
as the wait history grows.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-27 19:35:42 -04:00
wesandClaude Opus 4.7 53109bc7fe Add interactive 3D PCA views to dashboard Park Mind tab
Two spin/zoom Plotly scatter_3d sub-tabs in the PCA tab:
- Rides in PC1xPC2xPC3 (loadings), color by category / GPS
  k-means area / PC1 busyness. Adds GPS k-means areas to
  compute_pca(), auto-labeling the lowest-PC2 cluster Kiddieland.
- Moments in PC1xPC2xPC3 (per-snapshot scores), color by hour /
  day-of-week / weekend / month, sampled to 15k points if larger.

Pin numpy in requirements (now imported directly).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-27 18:53:55 -04:00
wesandClaude Opus 4.7 ade774f5aa Add Streamlit app + knb_stats analysis notebooks
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-27 10:06:19 -04:00