Plotly Interactive Plots
CommunityCreate interactive scientific visualizations.
Data & Analytics#dashboard#visualization#data exploration#plotly#scientific graphics#interactive plots
Authorjaechang-hits
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill enables the creation of dynamic, interactive, and web-ready scientific visualizations that go beyond static plots, allowing for deeper data exploration and clearer communication.
Core Features & Use Cases
- Interactive Charts: Generates over 40 types of charts (scatter, line, heatmap, 3D, etc.) with built-in hover, zoom, and pan functionalities.
- Dual API Approach: Offers both a high-level
plotly.expressfor quick DataFrame plotting and a low-levelplotly.graph_objectsfor fine-grained control. - Export Options: Exports figures as interactive HTML files or static images (PNG, SVG, PDF).
- Use Case: Visualize gene expression data with interactive heatmaps where users can hover over genes to see details, or create dose-response curves that users can zoom into for precise analysis.
Quick Start
Use the Plotly skill to create a scatter plot from the provided data frame, coloring points by significance and showing gene names on hover.
Dependency Matrix
Required Modules
plotlykaleidopandasnumpy
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: Plotly Interactive Plots Download link: https://github.com/jaechang-hits/SciAgent-Skills/archive/main.zip#plotly-interactive-plots Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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