Data Exploration Python Packages

ydata-profiling

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

1.9M 14K 2K

pandas-profiling

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

614K 14K 2K

pygwalker

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

339K 16K 865

traceml

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

142K 530 47

sweetviz

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

118K 3K 288

datatile

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

113K 530 47

pandas-summary

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

113K 530 47

piperider-nightly

Code review for data in dbt

24K 494 23

panel-graphic-walker

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

12K 352 14

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 221

cleanvision

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

9K 1K 80

x12-edi-tools

A comprehensive set of tools for working with X12 EDI files

6K 25 6

piperider

Code review for data in dbt

6K 494 23

optimuspyspark

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

6K 2K 232

fg-data-profiling

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

4K 14K 2K

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 477 99