lux

lux-org/lux

Automatically visualize pandas dataframes.

GitHub

GraphCanon updated Sep 28, 2026 · GitHub synced Sep 28, 2026

43views this month

5.4k stars378 forksLast push Mar 20, 2024 Python Apache-2.0

Decision brief

Automatically visualize pandas dataframes to reveal trends.

Good fit when

When you need quick insights from pandas dataframes without manual visualization setup.
If working in a Jupyter notebook where automatic visualization integration is beneficial.

Avoid when

Avoid if your workflow strictly avoids third-party extensions for Pandas.
Not suitable when detailed customization of visualizations is required, as Lux focuses on automated recommendations.

Observed Jul 17, 2026 · Source: enrich:decision_facts

lux alternatives Trust report

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Maintenance and security

Full trust report

Maintenance: Dormant (921d since push); As of Sep 28, 2026
Provenance: Not a fork · Organization account; As of Sep 28, 2026
Security (OSV): 13 low (13 low); As of Jul 11, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install lux

PyPI

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

Lux is an automatic visualization tool for pandas dataframes that recommends interesting visual patterns and trends within datasets. It integrates seamlessly with Pandas and Jupyter notebooks.

Capability facts

Languages: python
Source: github.language+pyproject.toml · Sep 28, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Sep 28, 2026)

```python import lux

Source link

Works with VS CodeVS Code

Source: README excerpt (regex_v1, Sep 28, 2026)

ions for your notebook IDE, e.g., [jupyter notebook](#setup-in-jupyter-notebook-vscode-jupyterhub) and [jupyter lab](#setup-in-jupyter-lab).

Source link

README

Getting Started To start using Lux, simply add an extra import statement along with your Pandas import. Lux can be used without modifying any existing Pandas code. Here, we use Pandas's read csv command to load in a dataset of colleges and their properties. When the dataframe is...

For agents

This page has a .md twin and JSON over the API.

/tools/lux-org-lux.md GET /api/graphcanon/tools/lux-org-lux GET /api/graphcanon/graph?tool=lux-org-lux

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