Python data-exploration

Open-source Python projects categorized as data-exploration

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.

  • 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.

    Project mention: [D] Is accurately estimating image quality even possible? | /r/MachineLearning | 2023-04-22

    Github: https://github.com/cleanlab/cleanvision Blogpost: https://cleanlab.ai/blog/cleanvision/

  • 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
  • WorkOS

    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.

  • pandas-paddles

    Simple, composable column selector for loc[], iloc[], assign() and others.

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). The latest post mention was on 2024-03-15.

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 11,923
2 pygwalker 9,418
3 sweetviz 2,823
4 dataprep 1,898
5 Optimus 1,434
6 cleanvision 910
7 piperider 467
8 pandas-paddles 4
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