Top 9 Python exploratory-data-analysis Projects

ydata-profiling

43 12,022 8.5 Python

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

Project mention: FLaNK 25 December 2023 | dev.to | 2023-12-26

great_expectations

15 9,440 9.9 Python

Always know what to expect from your data.
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
lux

6 4,915 2.2 Python

Automatically visualize your pandas dataframe via a single print! 📊 💡 (by lux-org)
sweetviz

1 2,833 6.7 Python

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

3 2,197 4.7 Python

Beautiful visualizations of how language differs among document types.
dataprep

3 1,914 3.1 Python

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

4 921 7.3 Python

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

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
piperider

6 466 9.5 Python

Code review for data in dbt

Project mention: Show HN: PipeRider – open-source Data Impact Analysis for dbt changes | news.ycombinator.com | 2023-09-06

wordview

1 11 9.3 Python

A Python package for Exploratory Data Analysis (EDA) for text-based data.

Project mention: [P] Open-source Python package for Exploratory Data Analysis for modern NLP applications looking for contributors. | /r/MachineLearning | 2023-09-11

If you're working on NLP and you're serious about understanding your data, check out Wordview.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).