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.

603K 14K 2K

pygwalker

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

331K 16K 865

traceml

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

139K 530 47

sweetviz

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

123K 3K 288

pandas-summary

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

111K 530 47

datatile

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

111K 530 47

piperider-nightly

Code review for data in dbt

22K 494 23

panel-graphic-walker

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

14K 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.

10K 1K 80

x12-edi-tools

A comprehensive set of tools for working with X12 EDI files

6K 25 6

optimuspyspark

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

6K 2K 232

piperider

Code review for data in dbt

5K 494 23

fg-data-profiling

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

5K 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