d2l-ai/d2l-zh vs pandas-dev/pandas
pandas-dev/pandas shows stronger signals overall
As of June 2026, pandas shows healthier maintenance signals than d2l-zh. pandas rates Healthy overall while d2l-zh rates Mixed. d2l-zh last saw a commit 1 year ago with 17+ active contributors, while pandas was committed to today with 23+ active contributors. d2l-zh is Apache-2.0-licensed while pandas is BSD-3-Clause-licensed. Neither has known critical or high-severity CVEs in its dependency tree.
Informational only. RepoPilot summarises public signals at the time of analysis. Not professional, security, or legal advice.
d2l-ai/d2l-zh →
Stale — last commit 2y ago
last commit was 2y ago; no tests detected
Has a license, tests, and CI — clean foundation to fork and modify.
Documented and popular — useful reference codebase to read through.
No critical CVEs, sane security posture — runnable as-is.
- ⚠Stale — last commit 2y ago
- ⚠Concentrated ownership — top contributor handles 61% of recent commits
- ⚠No test directory detected
- ✓17 active contributors
- ✓Apache-2.0 licensed
- ✓CI configured
What would improve this?
- →Use as dependency Mixed → Healthy if: 1 commit in the last 365 days
Computed from maintenance signals — commit recency, contributor breadth, bus factor, license, CI, tests
pandas-dev/pandas →
Healthy across the board
Permissive license, no critical CVEs, actively maintained — safe to depend on.
Has a license, tests, and CI — clean foundation to fork and modify.
Documented and popular — useful reference codebase to read through.
No critical CVEs, sane security posture — runnable as-is.
- ⚠Concentrated ownership — top contributor handles 71% of recent commits
- ✓Last commit today
- ✓23+ active contributors
- ✓BSD-3-Clause licensed
- ✓CI configured
- ✓Tests present
Computed from maintenance signals — commit recency, contributor breadth, bus factor, license, CI, tests, cross-checked against OpenSSF Scorecard
Signal-by-signal breakdown
| d2l-zh | pandas | |
|---|---|---|
| Stars | 77,727 | 49,088 |
| Last commit | 1y ago | today |
| License | Apache-2.0 | BSD-3-Clause |
| Open issues | 126 | 3,049 |
| Has tests | — | ✓ |
| Has CI | ✓ | ✓ |
| Test coverage | 0% | 1% |
| Dependency CVEs | No CVEs | No CVEs |
| Architecture grade | — | — |
| Cycles | — | — |
| Bottom-line | Mixed signals | Healthy signals |
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