Python data-exploration

Open-source Python projects categorized as data-exploration
Edit details
Topics: Data Science Data Analysis data-profiling exploratory-data-analysis Pandas
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured

Top 8 Python data-exploration Projects

  • ydata-profiling

    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

  • pygwalker

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

    • Project mention: Show HN: Use an "eraser" to clean data on flight without breaking your workflow | news.ycombinator.com | 2024-03-15

  • InfluxDB

    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.

    InfluxDB logo

  • sweetviz

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

  • dataprep

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

  • Optimus

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

  • cleanvision

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

  • piperider

    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

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo

  • pandas-paddles

    Access the parent Pandas data frame in loc[], iloc[], assign(), and others Pandas helpers

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).

Python data-exploration related posts

Index

What are some of the best open-source data-exploration projects in Python? This list will help you:

Project Stars
1 ydata-profiling 12,101
2 pygwalker 10,213
3 sweetviz 2,842
4 dataprep 1,936
5 Optimus 1,447
6 cleanvision 931
7 piperider 469
8 pandas-paddles 5

Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com