Top Data Engineering repositories

Repositories with the GitHub topic “data-engineering”: 25 repositories with 521k stars between them, mostly written in Python, Go and Jupyter Notebook. The highest-rated is DataTalksClub/data-engineering-zoomcamp, #475 on the bestofgithub Elo ladder.

Biggest movers this week

cocoindex-io/cocoindex

Open on GitHubRust

Incremental engine for long horizon agents 🌟 Star if you like it!

  • 1,618−1 Elo, change today
  • 11.8k stars
  • 931 forks
git
git clone https://github.com/cocoindex-io/cocoindex.git
  • agentic-data-framework
  • ai
  • ai-agents
  • change-data-capture

growthbook/growthbook

Open on GitHubTypeScript

Open Source Feature Flags, Experimentation, and Product Analytics

  • 1,537+2 Elo, change today
  • 8.5k stars
  • 903 forks
git
git clone https://github.com/growthbook/growthbook.git
  • ab-testing
  • abtest
  • abtesting
  • analytics

xonsh/xonsh

Open on GitHubPython

🐚 Python-powered shell. Full-featured, cross-platform and AI-friendly.

  • 1,471+15 Elo, change today
  • 9.7k stars
  • 762 forks
git
git clone https://github.com/xonsh/xonsh.git
  • anthropic
  • claude
  • claude-code
  • cmux

evidence-dev/evidence

Open on GitHubTypeScript

Business intelligence as code: build fast, interactive data visualizations in SQL and markdown

  • 1,451−2 Elo, change today
  • 7.1k stars
  • 445 forks
git
git clone https://github.com/evidence-dev/evidence.git
  • analytics
  • business-intelligence
  • dashboard
  • data-engineering

Top 25 on the Elo ladder

  1. #475
    DataTalksClub/data-engineering-zoomcamp

    Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼

    1,984 Elo −546.9kJupyter Notebook
  2. #557
    apache/superset

    Apache Superset is a Data Visualization and Data Exploration Platform

    1,955 Elo −2975.5kPython
  3. #577
    apache/airflow

    Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

    1,948 Elo −3347.4kPython
  4. #932
    GokuMohandas/Made-With-ML

    Learn how to develop, deploy and iterate on production-grade ML applications.

    1,869 Elo −5250kJupyter Notebook
  5. #1,084
    eugeneyan/applied-ml

    📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

    1,843 Elo −1330.9k
  6. #1,169
    kestra-io/kestra

    Orchestrate everything, everywhere. The open-source control plane for workflows across data, infrastructure, business…

    1,831 Elo −730.2kJava
  7. #1,292
    semantica-agi/semantica

    Graph-Native Infrastructure for Context and Accountable AI Systems

    1,814 Elo +6814.6kPython
  8. #1,478
    airbytehq/airbyte

    Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI…

    1,787 Elo +222.3kPython
  9. #1,810
    PrefectHQ/prefect

    Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

    1,749 Elo −2324.1kPython
  10. #2,289
    dagster-io/dagster

    An orchestration platform for the development, production, and observation of data assets.

    1,697 Elo +3716.4kPython
  11. #3,107
    argoproj/argo-workflows

    Workflow Engine for Kubernetes

    1,629 Elo −517kGo
  12. #3,290
    cocoindex-io/cocoindex

    Incremental engine for long horizon agents 🌟 Star if you like it!

    1,618 Elo +5111.8kRust
  13. #3,518
    andkret/Cookbook

    The Data Engineering Cookbook

    1,604 Elo +515.5kPython
  14. #4,152
    Avaiga/taipy

    Turns Data and AI algorithms into production-ready web applications in no time.

    1,565 Elo −3819.4kPython
  15. #4,376
    fivetran/great_expectations

    Always know what to expect from your data.

    1,552 Elo +2011.9kPython
  16. #4,646
    growthbook/growthbook

    Open Source Feature Flags, Experimentation, and Product Analytics

    1,537 Elo +378.5kTypeScript
  17. #4,690
    Zipstack/unstract

    LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

    1,535 Elo +237.4kPython
  18. #6,055
    xonsh/xonsh

    🐚 Python-powered shell. Full-featured, cross-platform and AI-friendly.

    1,471 Elo +369.7kPython
  19. #6,098
    datastacktv/data-engineer-roadmap

    Roadmap to becoming a data engineer in 2021

    1,469 Elo −3212.7k
  20. #6,306
    risingwavelabs/risingwave

    Event streaming platform for agentic AI. Continuously ingest, transform, and serve event streams in real time, at scale.

    1,460 Elo +139.4kRust
  21. #6,531
    evidence-dev/evidence

    Business intelligence as code: build fast, interactive data visualizations in SQL and markdown

    1,451 Elo +357.1kTypeScript
  22. #6,550
    feast-dev/feast

    The Open Source Feature Store for AI/ML

    1,450 Elo +297.3kPython
  23. #7,268
    mage-ai/mage-ai

    🧙 Build, run, and manage data pipelines for integrating and transforming data.

    1,423 Elo −118.8kPython
  24. #7,474
    redpanda-data/connect

    Fancy stream processing made operationally mundane

    1,415 Elo +98.7kGo
  25. #9,340
    cloudquery/cloudquery

    Data pipelines for cloud config and security data. Build cloud asset inventory, CSPM, FinOps, and vulnerability…

    1,330 Elo −146.5kGo