D4Vinci/Scrapling
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
Outside pull requests to D4Vinci/Scrapling got a first human reply in a median of 3.7 days (57 pull requests, 17 April to 14 October 2026); 6% got none within 14 days. It ranks 1,763 of 3,219 overall. It is not ranked for first-time contributors: this repository does not show a low enough barrier for a first-time contributor.
| Rank | 1,763 of 3,219 |
|---|---|
| Score | 49.15 |
| Tier | C |
| Median first reply | 3.7 days (89.2 hours) |
| 14-day no-reply share | 6% |
| First-timer rank | This repository does not show a low enough barrier for a first-time contributor. |
| Ecosystem | Python |
| Window | 17 April to 14 October 2026 |
Composite
- Rank
- 1,763 of 3,219
- Score
- 49.15
- Tier
- C
- Coverage
- 100% · Full
- Quadrant
- Nursery
Coordinates: leverage 42.3 (coverage 100%), friction 43.9 (coverage 100%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 62.0 | 100% |
| Criticality | 35.3 | 100% |
| Governance | 50.5 | 100% |
| Rigor | 48.4 | 100% |
| Accessibility | 49.7 | 100% |
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. | 100.0% | 100.0 | 50 | 17 April to 16 July 2026 | primaryraw/pr_window/D4Vinci__Scrapling.json |
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 6.1% | 87.9 | 99 | 20 April to 17 October 2026 | primaryraw/pr_window/D4Vinci__Scrapling.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 38.2% | 47.7 | 55 | — | primaryraw/author_history/D4Vinci__Scrapling.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 89.2 hours (3.7 days) | 27.7 | 57 | 17 April to 14 October 2026 | primaryraw/pr_window/D4Vinci__Scrapling.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 248.1 hours (10.3 days) | 60.2 | 44 | 17 April to 14 October 2026 | primaryraw/pr_window/D4Vinci__Scrapling.json |
Criticality
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| DependentsPackages in the registry that depend on this project, counted once each. | 0 | 15.9 | — | — | primaryraw/dependents/D4Vinci__Scrapling.json |
| Monthly DownloadsDownloads from the package registry in a month. | 919,855 downloads a month | 60.6 | — | — | primaryraw/downloads/pypi__Scrapling.json |
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.3937 | 39.4 | — | — | primaryraw/github_meta/D4Vinci__Scrapling.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 | 800 | — | primaryraw/commits_365d/D4Vinci__Scrapling.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/D4Vinci__Scrapling.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/D4Vinci__Scrapling.json |
Rigor
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| AI Policy PostureWhether the project has a written policy on AI-assisted contributions. | Written AI policy | 95.0 | — | — | primaryraw/governance/D4Vinci__Scrapling.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 43.3333 | 43.3 | 54 | — | proxy:review_ciraw/pr_window/D4Vinci__Scrapling.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 6.8% | 8.5 | 133 | 17 April to 14 October 2026 | primaryraw/pr_window/D4Vinci__Scrapling.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 100 | 100.0 | 30 | — | primaryraw/actions_runs/D4Vinci__Scrapling.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 35.3% | 70.6 | 17 | — | primaryraw/author_history/D4Vinci__Scrapling.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/D4Vinci__Scrapling.json |
| Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days. | 33.3% | 66.7 | 6 | — | primaryraw/author_history/D4Vinci__Scrapling.json |
Persona view
| Persona | Rank | Score | Tier | Status |
|---|---|---|---|---|
| Balanced | 1,763 of 3,219 | 49.15 | C | Rated |
| First-timer | This repository does not show a low enough barrier for a first-time contributor. | |||
| Career capital | This repository's production-criticality signal is not yet high enough for career-capital ranking. | |||
| Senior systems | Fewer than 3 organizations account for most commits (not multi-vendor). | |||
| AI-assisted | 2,017 of 3,696 | 48.95 | C | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- 963bcffdb63286ce37079d34259b7d155d2893058b32c2356c2c185e3e02a081
closed_unread
The full record is in data/2026-10-17/repos/51.json, under the key D4Vinci/Scrapling.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). D4Vinci/Scrapling. Snapshot 2026-10-17. https://porchlamp.org/projects/d4vinci/scrapling/. CC BY 4.0.
Similar projects
The ranked projects nearest this one in the same ecosystem.
- zhinianboke/xianyu-auto-reply (rank 1,761)
- subzeroid/instagrapi (rank 1,764)
- nikopueringer/CorridorKey (rank 1,767)
- Upsonic/Upsonic (rank 1,777)
- jazzband/djangorestframework-simplejwt (rank 1,781)