DataTalksClub/data-engineering-zoomcamp
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼
46.2k stars · 9k forks · Jupyter Notebook
Caution
Caution: one person wrote most of the recent commits.
Why
- One person wrote 76% of human commits in the last year, so the project depends on them continuing. (source 1, source 2)
- GitHub found no license file, so the code is not clearly licensed for reuse. (source 1)
What would change this
- A second person takes a substantial share of commits.
- A license file is added.
Maintenance
CompleteActive
- Human commits, 30 days
- 1
- Human commits, 90 days
- 290
- Human commits, 365 days
- 483
- Bot share of commits, 365 days
- 0%
- Last commit
- Sep 14, 2026 (1 month ago)
- Last human commit
- Sep 14, 2026 (1 month ago)
- Authors, 90 days
- 2
- Last release
- none found
- Median PR merge time
- 23 hours
Responsiveness: of 1 recent issues, n/a got a maintainer reply. Median first response: n/a.
- Only 1 recent issues can be checked for a response, too few to measure response time.
Sources: Commits, Releases, Merged pull requests, Issues
People
Complete- Owner
- Organization
- Commits sampled
- 483 since Oct 14, 2025
- Authors for half of commits
- 1
- Authors for 80% of commits
- 2
- Contributors
- 206
Top committers
- alexeygrigorev: 76% of commits
- jmperafan: 4% of commits
- wrussell1999: 3% of commits
- anair123: 3% of commits
- kavaivaleri: 2% of commits
Sources: Commits, Contributors
Stars
CompleteMostly organic, confidence high
Bursts
- Dec 13, 2021 to Dec 23, 2021: about 348 more stars than usual, peak 133 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Dec 29, 2021 to Jan 6, 2022: about 237 more stars than usual, peak 80 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Jan 9, 2022 to Jan 13, 2022: about 362 more stars than usual, peak 122 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Jan 16, 2022 to Jan 27, 2022: about 1.3k more stars than usual, peak 419 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- Feb 18, 2022 to Feb 19, 2022: about 190 more stars than usual, peak 127 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- May 5, 2022 to May 5, 2022: about 39 more stars than usual, peak 49 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- May 9, 2022 to May 24, 2022: about 371 more stars than usual, peak 74 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- Aug 9, 2022 to Aug 10, 2022: about 85 more stars than usual, peak 70 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Sep 28, 2022 to Oct 1, 2022: about 191 more stars than usual, peak 94 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Oct 17, 2022 to Oct 18, 2022: about 77 more stars than usual, peak 68 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Jan 2, 2023 to Jan 31, 2023: about 3.8k more stars than usual, peak 760 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- Mar 9, 2023 to Mar 10, 2023: about 71 more stars than usual, peak 75 in one day, a spike that tapers off. Outside explanation: a jump in issues and pull requests.
- Jul 4, 2023 to Jul 5, 2023: about 64 more stars than usual, peak 53 in one day, a spike that tapers off. We couldn't check for an outside explanation.
- Dec 1, 2023 to Dec 7, 2023: about 191 more stars than usual, peak 64 in one day, a spike that tapers off. Outside explanation: a jump in issues and pull requests.
- Dec 18, 2023 to Dec 21, 2023: about 172 more stars than usual, peak 129 in one day, a spike that tapers off. Outside explanation: a jump in issues and pull requests.
- Jan 7, 2024 to Jan 25, 2024: about 2.4k more stars than usual, peak 783 in one day, a shape we can't classify. Outside explanation: a jump in issues and pull requests.
- Mar 20, 2024 to Mar 20, 2024: about 81 more stars than usual, peak 103 in one day, a spike that tapers off. No outside explanation found, so this burst is unexplained.
- May 22, 2024 to May 24, 2024: about 178 more stars than usual, peak 96 in one day, a spike that tapers off. No outside explanation found, so this burst is unexplained.
- Dec 16, 2024 to Dec 20, 2024: about 221 more stars than usual, peak 127 in one day, a spike that tapers off. Outside explanation: a jump in issues and pull requests.
- Jan 6, 2025 to Jan 21, 2025: about 1.5k more stars than usual, peak 685 in one day, a spike that tapers off. Outside explanation: a jump in issues and pull requests.
- Jun 16, 2025 to Jun 19, 2025: about 312 more stars than usual, peak 186 in one day, a spike that tapers off. We couldn't check for an outside explanation.
- Dec 15, 2025 to Dec 16, 2025: about 50 more stars than usual, peak 50 in one day, a spike that tapers off. We couldn't check for an outside explanation.
- Jan 5, 2026 to Feb 2, 2026: about 3.2k more stars than usual, peak 1.2k in one day, a spike that tapers off. Outside explanation: a jump in issues and pull requests.
- Apr 12, 2026 to Apr 16, 2026: about 258 more stars than usual, peak 112 in one day, a spike that tapers off. No outside explanation found, so this burst is unexplained.
- May 27, 2026 to Jun 4, 2026: about 798 more stars than usual, peak 238 in one day, a shape we can't classify. No outside explanation found, so this burst is unexplained.
- Jul 6, 2026 to Jul 8, 2026: about 151 more stars than usual, peak 108 in one day, a spike that tapers off. We couldn't check for an outside explanation.
- 7 stars GitHub has since removed (tracked since Oct 14, 2026).
Anyone can buy stars for any repo; bursts alone don't prove the owner did.
- Some star bursts have no matching forks, issues, releases, or launch coverage.
- Anyone can buy stars for any repo, so this describes the star history only.
Sources: How star history is analyzed
Risk
CompleteFlags
- Warning: GitHub finds no license for this repository, so default copyright rules apply and no reuse is granted. Details
License
- Now
- No license found
- A year ago
- Not known
Packages
No published packages found.
Badge
Add this to a README to show the current verdict:
[](https://reporadar.ai/DataTalksClub/data-engineering-zoomcamp)Earlier verdicts
- Oct 14, 2026: Caution
- Oct 13, 2026: Caution
- Oct 13, 2026: Caution
Computed 15 hours ago · method 2026.10.2