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Smooth hype-cycle curve, hover-only labels, surface emerging topics Running
elfsong +1: Claude Opus 4.8 (1M context)- app.py: replace polyline with a smooth analytic curve (Gaussian peak + sigmoid plateau, spline-rendered); markers are hover-only (no always-on text labels); emerging topics are always shown and placed in the Innovation Trigger zone. - lifecycle_quarterly.py: selection = top-160 by count ∪ top-40 by emergence (Innovation phase or recent-share>0.5), tagged with `emerging` + `recent_fraction`. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>ace9bfd -
Add quarterly topic hype-cycle pipeline and slider visualization
elfsong +1: Claude Opus 4.8 (1M context)- src/lifecycle_quarterly.py: aggregate OpenAlex topics per quarter (2022–2026), classify each topic's Gartner phase per cumulative snapshot (thresholds adapted from the reference bimonthly algorithm to quarter units). - app.py: Gradio + Plotly hype-cycle viz with a quarter slider. - Data pipeline scripts (snapshot counts, export, annotate, OpenAlex enrich/fallback). - requirements.txt for the Space; .gitignore excludes large local data artifacts. Lifecycle snapshots published to dataset Elfsong/arxiv_cs_lifecycle. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>82f767a