Data Exploration Python Packages

ydata-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

traceml

Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

pygwalker

PyGWalker: Turn your dataframe into an interactive UI for visual analysis

datatile

Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

pandas-summary

Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

pandas-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

sweetviz

Visualize and compare datasets, target values and associations, with one line of code.

fg-data-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

piperider-nightly

Code review for data in dbt

desbordante

Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.

datacharter

Your data, explored locally — and your AI agents kept on a leash. A federated data explorer with governed agentic access.

lumen

Illuminate your data. Agent framework turning natural language into SQL, charts, dashboards and reports.

cleanvision

Automatically find issues in image datasets and practice data-centric computer vision.

dataprep

Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.

piperider

Code review for data in dbt

jdatamunch-mcp

Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.

optimuspyspark

:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

grafana-wtf

Grep through all Grafana entities in the spirit of git-wtf.

panel-graphic-walker

A project providing a Graphic Walker Pane for use with HoloViz Panel.

flexviz-polars

Interactive data exploration that is extremely fast and agent-native

sqlitexplorer

A modern CLI for exploring SQLite databases: inspect schemas, query and search data, compute stats, chart results, diff databases, and import/export from the terminal.

featexp

Feature exploration for supervised learning

django-asklens

Safe natural-language querying for Django models with validated LLM query plans and read-only ORM execution.

flexviz

Interactive data exploration that is extremely fast and agent-native