https://github.com/vega/altair_ally

Altair Ally is a companion package to Altair, which provides a few shortcuts to create common plots for exploratory data analysis.
https://github.com/vega/altair_ally

altair eda exploratory-data-analysis exploratory-data-visualizations vega-lite visualization

Last synced: 9 days ago
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Altair Ally is a companion package to Altair, which provides a few shortcuts to create common plots for exploratory data analysis.

• Host: GitHub
• URL: https://github.com/vega/altair_ally
• Owner: vega
• License: bsd-3-clause
• Created: 2021-02-15T23:28:31.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2024-03-15T17:11:09.000Z (8 months ago)
• Last Synced: 2024-11-02T16:06:27.386Z (14 days ago)
• Topics: altair, eda, exploratory-data-analysis, exploratory-data-visualizations, vega-lite, visualization
• Language: Python
• Homepage: https://vega.github.io/altair_ally/
• Size: 4.49 MB
• Stars: 24
• Watchers: 2
• Forks: 0
• Open Issues: 9
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-vega - Altair Ally - EDA. (Altair / Packages)

README

        
# Altair Ally

*This package is in early development and its API might change without notice.*

Altair Ally is a companion package to Altair,

which provides a few shortcuts to create common plots

for exploratory data analysis (EDA),

particularly those involving visualizing an entire dataset.

The goal is to encourage good EDA habits

by making it quick and simple to create these visualizations,

and to provide useful default interactions with the plots.

Thanks to the excellent API in Altair / Vega-Lite,

some configuration is possible

by using the built-in methods of the returned chart objects,

but the general philosophy is that highly customized plots

are better made in Altair directly.

Check out the examples section to get started

and the API reference for all available options.

The package name is a nod to ggally

which complements ggplot2 in a similar,

but much more extensive manner.

## Installation 

```

pip install altair-ally

```

## Documentation

[This Jupyter Book contains the documentation with more info and examples.](https://altair-viz.github.io/altair_ally/)