AutoViML/AutoViz

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1898 stars · 214 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

AutoViz is a Python library that automatically generates visualizations for any dataset, of any size, with a single line of code. It also includes a FixDQ() function for assessing and fixing data quality issues.

Use cases

• automatically visualize a csv dataset with one line of code
• quick exploratory data analysis of a pandas dataframe
• generate charts for large datasets without manual plotting
• assess and fix data quality issues before modeling
• explore datasets as a beginner without writing matplotlib code

When to choose

• you want fast automated EDA charts with minimal code
• you need quick insight into a new dataset's distributions and relationships
• you want a lightweight automated visualization companion to an AutoML workflow

When to avoid

• you need fully customized, publication-quality figures
• you require fine-grained control over chart types and styling
• your project depends on a specific visualization stack like plotly or seaborn

Facets

library · maturity active

data-visualization data-visualization data-science machine-learning python cross-platform automl eda exploratory-data-analysis charts one-liner data-quality

Member repositories

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markdown · JSON · MCP: product_card(name="AutoViML/AutoViz")