{"slug":"jaechang-hits-plotly-interactive-plots","source_name":"jaechang-hits/plotly-interactive-plots","name":"Jaechang Hits/Plotly Interactive Plots","description":"Interactive scientific visualization with Plotly. Two APIs: plotly.express (px) for one-liner DataFrame plots, plotly.graph_objects (go) for trace-level control. 40+ chart types with hover, zoom, pan, animation. Exports HTML or static PNG/SVG/PDF via kaleido. Use for volcano plots with gene hover, dose-response dashboards, expression heatmaps, 3D molecular views. Use seaborn for stats; matplotlib for publication figures.","version":1,"lift":{"pass_rate_delta_pts":4.35,"pass_rate_pct":100,"total_cases":23,"passed_cases":23,"tokens_delta_pct":786.1,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-23T22:52:33.006688+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.35,"with_pass_pct":100,"without_pass_pct":95.7,"tokens_delta_pct":786.1,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-23T22:52:33.006688+00:00","run_id":"5831419f-bee1-4a4e-a3ff-f9c0403ff433","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"ad871c488ad5d0238f52dfe929966b54c3a7f2de92f56d9f9e4c1a0052a334ab","raw_url":"https://app.decimal.ai/s/jaechang-hits-plotly-interactive-plots/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/jaechang-hits-plotly-interactive-plots"}