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Plotly Interactive Visualization

Teaches Claude to build interactive Plotly charts, 3D plots, and multi-panel dashboards with production-ready code.

Data & AnalyticsIntermediate★ 342⑂ 34AI score 9/10Last updated: Aug 21, 2026

What it does

  • Picks the right API for the job: Plotly Express for one-line DataFrame charts, Graph Objects for fine-grained control.
  • Covers 40+ chart types — scatter, bar, heatmap, 3D surface, violin, choropleth maps, animations.
  • Builds multi-panel dashboards with make_subplots and exports to interactive HTML or PNG/PDF/SVG via kaleido.
  • Adds practical guidance (templates, scale for print DPI, custom hovertemplates, range sliders) plus a troubleshooting table.

Who it's for

  • Data analysts and researchers who want to explore pandas DataFrames with zoom and hover tooltips.
  • Anyone needing clean, annotated figures for slides or paper supplementary material.
  • Teams sharing results as self-contained HTML files that open in any browser.

Example uses

  1. "Compare control vs treatment distributions" → overlaid histogram with marginal box plot and a violin plot with points.
  2. "Plot a gene correlation matrix heatmap with the upper triangle masked, save PNG at 2x" → px.imshow code ready to run.
  3. "Make an animated scatter by year and a time series with a range slider as HTML" → uses animation_frame and rangeslider_visible.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/jaechang-hits/SciAgent-Skills/HEAD/legacy/plotly-interactive-visualization/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the legacy/plotly-interactive-visualization folder from the GitHub repo jaechang-hits/SciAgent-Skills into my ~/.claude/skills/plotly-interactive-visualization/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/jaechang-hits/SciAgent-Skills.git /tmp/SciAgent-Skills && mkdir -p ~/.claude/skills && cp -r /tmp/SciAgent-Skills/legacy/plotly-interactive-visualization ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal.
  2. Clone the repository: git clone https://github.com/jaechang-hits/SciAgent-Skills.git
  3. Create the skills folder: mkdir -p ~/.claude/skills
  4. Copy the skill in: cp -r SciAgent-Skills/legacy/plotly-interactive-visualization ~/.claude/skills/
  5. Install the Python dependencies: pip install plotly kaleido pandas numpy
  6. Restart Claude Code and ask something like "use Plotly to build an interactive scatter plot from this CSV".
View source on GitHub ↗License: NOASSERTION