miguelgrinberg/python-socketio
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
For miguelgrinberg/python-socketio, the reply time and the share with no reply within 14 days both have too small a sample to measure (0 and 2 pull requests counted; 10 needed). It ranks 750 of 3,219 overall. It is not ranked for first-time contributors: not enough evidence to show under this lens.
| Rank | 750 of 3,219 |
|---|---|
| Score | 57.38 |
| Tier | B (capped) |
| Median first reply | — |
| 14-day no-reply share | — |
| First-timer rank | Not enough evidence to show under this lens. |
| Ecosystem | Python |
| Window | — |
Composite
- Rank
- 750 of 3,219
- Score
- 57.38
- Tier
- B (capped)
- Coverage
- 75% · Ceiling B
- Quadrant
- Nursery
Coordinates: leverage 49.8 (coverage 100%), friction 32.1 (coverage 52%)
Capped: this tier can go no higher until more of the project's inputs are measured. It reflects how much data there is, not how good the score is.
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 97.3 | 10% |
| Criticality | 66.8 | 100% |
| Governance | 50.5 | 100% |
| Rigor | 21.0 | 100% |
| Accessibility | 20.6 | 85% |
The measured parameters
Responsiveness
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days. | Not shown: Insufficient sample size | ||||
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | Not shown: Insufficient sample size | ||||
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | Not shown: Insufficient sample size | ||||
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | Not shown: Insufficient sample size | ||||
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 12.6 hours (0.5 days) | 97.3 | 13 | 19 April to 16 October 2026 | primaryraw/pr_window/miguelgrinberg__python-socketio.json |
Criticality
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| DependentsPackages in the registry that depend on this project, counted once each. | 243 | 81.4 | — | — | primaryraw/dependents/miguelgrinberg__python-socketio.json |
| Monthly DownloadsDownloads from the package registry in a month. | 21.4 million downloads a month | 84.2 | — | — | primaryraw/downloads/pypi__python-socketio.json |
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.3764 | 37.6 | — | — | primaryraw/github_meta/miguelgrinberg__python-socketio.json |
Governance
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Elephant FactorThe fewest organisations that account for half of the last year's commits. | 1 | 25.0 | 48 | — | primaryraw/commits_365d/miguelgrinberg__python-socketio.json |
| Legal IP RegimeThe contributor licence regime: DCO, none, a foundation CLA or a corporate CLA. | No CLA or sign-off found | 85.0 | — | — | primaryraw/governance/miguelgrinberg__python-socketio.json |
| Promotion LadderHow openly a contributor can become a maintainer, from closed to verified. | No written path to becoming a maintainer | 40.0 | — | — | primaryraw/governance/miguelgrinberg__python-socketio.json |
Rigor
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| AI Policy PostureWhether the project has a written policy on AI-assisted contributions. | No written AI policy | 40.0 | — | — | primaryraw/governance/miguelgrinberg__python-socketio.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 22.5 | 22.5 | — | — | primaryraw/scorecard/miguelgrinberg__python-socketio.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 0.0% | 0.0 | 20 | 19 April to 16 October 2026 | primaryraw/pr_window/miguelgrinberg__python-socketio.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 50 | 50.0 | 30 | — | primaryraw/actions_runs/miguelgrinberg__python-socketio.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 14.3% | 28.6 | 7 | — | primaryraw/author_history/miguelgrinberg__python-socketio.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/miguelgrinberg__python-socketio.json |
| Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days. | Not shown: Insufficient sample size | ||||
Persona view
| Persona | Rank | Score | Tier | Status |
|---|---|---|---|---|
| Balanced | 750 of 3,219 | 57.38 | B (capped) | Rated |
| First-timer | Not enough evidence to show under this lens. | |||
| Career capital | 465 of 798 | 56.64 | B (capped) | Rated |
| Senior systems | Fewer than 3 organizations account for most commits (not multi-vendor). | |||
| AI-assisted | 1,883 of 3,696 | 49.81 | C | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- 4385e92b605f2d3d379be5cebae504b52b2e6aeab2c663ac89b0b948e4f3dd30
No suspicion flags on this repository.
The full record is in data/2026-10-17/repos/71.json, under the key miguelgrinberg/python-socketio.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). miguelgrinberg/python-socketio. Snapshot 2026-10-17. https://porchlamp.org/projects/miguelgrinberg/python-socketio/. CC BY 4.0.
Similar projects
The ranked projects nearest this one in the same ecosystem.
- elastic/elasticsearch-py (rank 744)
- py-why/dowhy (rank 745)
- ScrapeGraphAI/Scrapegraph-ai (rank 746)
- praw-dev/praw (rank 753)
- NevaMind-AI/memU (rank 759)