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Add quarterly topic hype-cycle pipeline and slider visualization

82f767a about 1 month ago

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metadata

title: Paper Lifecycle
emoji: 👀
colorFrom: gray
colorTo: blue
sdk: gradio
sdk_version: 6.15.2
python_version: '3.13'
app_file: app.py
pinned: false

arXiv CS Topic Lifecycle — Gartner Hype Cycle

Interactive visualization of how Computer Science research topics on arXiv move through the Gartner hype cycle, 2022–2026. Drag the quarter slider to watch each quarter's (cumulative) snapshot: topics are placed along the hype curve by phase (Innovation Trigger → Peak → Trough → Slope → Plateau), sized by paper count.

Data: ~536k arXiv CS papers (2022–2026), topics from OpenAlex. Lifecycle snapshots: Elfsong/arxiv_cs_lifecycle.
Pipeline: src/lifecycle_quarterly.py aggregates topics per quarter and classifies each topic's phase per cumulative snapshot.
App: app.py (Gradio + Plotly).

Config reference: https://huggingface.co/docs/hub/spaces-config-reference