Data Exploration Python Packages

ydata-profiling

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

2M 14K 2K

pandas-profiling

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

482K 14K 2K

pygwalker

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

278K 16K 880

sweetviz

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

196K 3K 288

traceml

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

130K 533 47

datatile

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

111K 533 47

pandas-summary

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

111K 533 47

fg-data-profiling

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

22K 14K 2K

dataprep

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

11K 2K 226

panel-graphic-walker

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

10K 354 14

x12-edi-tools

A comprehensive set of tools for working with X12 EDI files

9K 25 6

cleanvision

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

8K 1K 83

piperider-nightly

Code review for data in dbt

8K 494 23

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.

3K 487 100