skills.rest
legout
legoutCOMMUNITY
Explore all skills by this author →
𝕏@lignol23GitHub

panel-holoviews

Integrate HoloViews visualizations into Panel applications with responsive layouts and interactive streams.

3|Updated Apr 2, 2026
Search Tags:#dashboard#visualization#panel#bokeh#holoviews#hvplot
One-click install
npx skills add https://github.com/legout/pi-config --skill panel-holoviews-legout
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: panel-holoviews
Source: https://github.com/legout/pi-config/tree/main/installed-skills/panel-holoviews
Command: npx skills add https://github.com/legout/pi-config --skill panel-holoviews-legout

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyarrow, shapely.

What problem does it solve?

This skill resolves common integration challenges when building interactive data applications with Panel and HoloViews, such as broken zoom states, type mismatch errors, and responsive layout conflicts.

Core Features & Use Cases

  • DynamicMap Optimization: Learn to preserve zoom/pan states across data refreshes and avoid type errors by using one DynamicMap per element.
  • Responsive Layouts: Correctly configure responsive sizing for both hvplot and pure HoloViews elements to prevent layout breakage.
  • Interactive Streams: Implement advanced user interactions like cross-filtering, selection tracking, and streaming data updates using HoloViews streams.

Quick Start

Apply the panel-holoviews patterns to refactor my current dashboard code to ensure responsive sizing and stable zoom behavior during data updates.

Frequently Asked Questions about panel-holoviews

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I keep HoloViews zoom and pan states from resetting during data updates?▼

To preserve HoloViews zoom and pan states during data refreshes, use one DynamicMap per element to avoid type mismatch errors and maintain consistent interactive behavior across dynamic updates.

How do I fix responsive layout issues in Panel dashboards with hvplot?▼

Fix hvplot responsive layout issues by correctly configuring responsive sizing for both hvplot and pure HoloViews elements, which prevents layout breaks in dynamic Panel data dashboards.

What is the best way to implement cross-filtering and selection tracking in Panel?▼

The best way to implement cross-filtering and selection tracking is by using HoloViews streams to handle advanced user interactions and streaming data updates in Panel applications.

Does HoloViews work with Panel for streaming data updates?▼

Yes, HoloViews works with Panel by using interactive streams to implement streaming data updates, cross-filtering, and stable UI behavior during dynamic changes in data dashboards.

Why does my HoloViews DynamicMap throw type mismatch errors?▼

HoloViews DynamicMap throws type mismatch errors when multiple elements are incorrectly combined; isolating one DynamicMap per element resolves these errors and stabilizes application state.

Related Skills

Explore More Data & Analytics Skills→
uw-ssecuw-ssec
25

data-visualization

Compose overlays, layouts, and interactive streams for multi-dimensional data with HoloViews.

Official
Advanced
2025Emma2025Emma
22.7k

cryptofeed

Stream real-time cryptocurrency market data from multiple exchanges via WebSocket.

Community
Advanced
cdcore09cdcore09
3

colormaps-styling

Apply perceptually uniform colormaps and consistent styling to HoloViz visualizations.

Community
Intermediate
Subaru-PFSSubaru-PFS
3

holoviews

Compose declarative HoloViews elements and manage state through streams.

Official
Advanced