Is it compatible with pandas DataFrames?

Yes, the skill is specifically designed to work seamlessly with pandas, providing the best syntax for mapping DataFrame columns to visual attributes.

Can I export the visualizations created with this skill?

Absolutely. The skill provides standardized code patterns for exporting visualizations to interactive HTML files or static images like PNG, PDF, and SVG using Kaleido.

What is the Plotly Claude Code skill?

It is a specialized capability that enables Claude to generate professional, interactive charts and graphs using the Plotly Python library, covering everything from basic bars to complex 3D surfaces.

Does this skill support Plotly Express?

Yes, it includes optimized patterns for both Plotly Express (for high-level, rapid plotting) and Graph Objects (for fine-grained, custom control).

Plotly Visualization

Name: Plotly Visualization
Author: BbgnsurfTech

byBbgnsurfTech

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データサイエンスとML

Generates interactive, publication-quality scientific and statistical visualizations using the Plotly Python library.

概要

This skill empowers Claude to create a wide range of interactive data visualizations, from simple scatter plots to complex 3D models and financial charts. It handles both high-level plotting with Plotly Express for rapid prototyping and fine-grained control via Graph Objects for custom implementations. Whether you are conducting exploratory data analysis, building dashboards with Dash, or generating static images for reports, this skill provides the necessary patterns and best practices for professional-grade data storytelling and scientific visualization.

主な機能

Enables low-level Graph Objects customization for complex visual styling and multi-trace figures.
3 GitHub stars
Includes layout management and templates for creating multi-plot dashboards and subplots.
Facilitates interactive HTML export and high-resolution static image generation (PNG, PDF, SVG).
Supports 40+ interactive chart types including 3D, geographic, and financial plots.
Provides high-level Plotly Express patterns for rapid data visualization from DataFrames.

ユースケース

Building financial candlestick charts and time-series visualizations with range sliders.
Developing scientific 3D surface plots and heatmaps for technical research reporting.
Creating interactive statistical distributions and box plots for exploratory data analysis.

概要

主な機能

Enables low-level Graph Objects customization for complex visual styling and multi-trace figures.
3 GitHub stars
Includes layout management and templates for creating multi-plot dashboards and subplots.
Facilitates interactive HTML export and high-resolution static image generation (PNG, PDF, SVG).
Supports 40+ interactive chart types including 3D, geographic, and financial plots.
Provides high-level Plotly Express patterns for rapid data visualization from DataFrames.

ユースケース

Building financial candlestick charts and time-series visualizations with range sliders.
Developing scientific 3D surface plots and heatmaps for technical research reporting.
Creating interactive statistical distributions and box plots for exploratory data analysis.