How does it improve visualization workflow?

It uses a declarative approach, allowing you to focus on what the data represents rather than the low-level plotting code.

What libraries does this skill require?

It requires holoviews (>= 1.18.0), pandas, numpy, and bokeh, with networkx added for graph visualizations.

Can this skill handle large datasets?

Yes, it utilizes aggregation and integration with Datashader to efficiently render millions of data points without performance lag.

Does it support interactive elements?

Absolutely. It supports interactive streams, linked brushing, and dynamic maps for responsive, user-driven data exploration.

HoloViz Data Visualization

Name: HoloViz Data Visualization
Author: robertpelloni

byrobertpelloni

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Ciencia de Datos y ML

Simplifies the creation of complex, interactive, and multi-dimensional data visualizations using the HoloViz ecosystem.

This skill empowers Claude to master the HoloViz ecosystem, specifically HoloViews, for creating sophisticated declarative visualizations. It facilitates the construction of complex multi-dimensional plots, interactive data streams, and hierarchical network diagrams while ensuring optimal performance through aggregation and rasterization techniques. It is particularly useful for data scientists and analysts needing to explore large datasets or build responsive, publication-quality dashboards with minimal boilerplate code.

Características Principales

01High-performance rendering for large datasets via Datashader integration

02Advanced network and hierarchical visualization support

03Interactive streams for responsive selections and linked brushing

04Declarative element composition including overlays, layouts, and faceting

053 GitHub stars

06Automated styling, theming, and accessible color palettes

Casos de Uso

01Exploratory data analysis of multi-dimensional scientific or financial datasets

02Generating publication-quality statistical and network visualizations

03Building interactive dashboards and real-time monitoring tools

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add robertpelloni/borg data-visualization

For use in Claude.ai and ChatGPT

Download Skill