ultralytics/flickr_scraper - Open Source PR Review Scorecard

Python Flickr image scraper for building keyword-based computer vision datasets with pagination and deduplication.

C-Rank Grade: B (Solid) - 66/100

External PR Merge Rate: 100%

Response Time: 4d

First Timer Success: 100%

Frequently Asked Questions

Is ultralytics/flickr_scraper welcoming to first-time open-source contributors?

ultralytics/flickr_scraper has a recorded first-timer success rate of 100.0%. Repositories ranked B typically provide actionable feedback during code reviews and actively nurture new community contributors.

How fast can I expect code review feedback on my pull request?

Maintainers in ultralytics/flickr_scraper respond to incoming external pull requests in approximately 90.3 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 65.6 C-Rank™ score (B Tier) represent?

The C-Rank™ system evaluates GitHub projects on a 0–100 scale using real data: PR merge rates, review turnaround time, active maintainer presence, and first-time contributor success. A score of 65.6 places ultralytics/flickr_scraper in the B tier.

What is the external contributor pull request merge rate for ultralytics/flickr_scraper?

The external contributor pull request merge rate for ultralytics/flickr_scraper is 100.0%, based on public PR activity from non-core contributors.

Are there Good First Issues available in ultralytics/flickr_scraper?

ultralytics/flickr_scraper does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.

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ultralytics/flickr_scraperBSolid290
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ultralytics/flickr_scraper

290
BSolid(66/100)Python

Python Flickr image scraper for building keyword-based computer vision datasets with pagination and deduplication.

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Response Velocity
3 days+
Standard maintainer review cycle

Average Response Latency

Tracks hours until a maintainer leaves a review, comment, or PR response.

Merge Efficiency
100.0%
High acceptance rate for external PRs

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
100.0%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
1 core
Single maintainer review bottleneck
Diagnostic Health HUD
100.0%
Merge Gauge
100.0%
1st-Timer
Community Vibe70/100

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Active Good First Issues (0)

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No cached good first issues currently tracked for ultralytics/flickr_scraper.

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Contributor Community Vibe Feedback

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Contributor Compatibility & Review Speed Analysis for ultralytics/flickr_scraper

When evaluating whether to contribute to ultralytics/flickr_scraper, response velocity and maintainer engagement are crucial. GetMerged continuously tracks pull request trajectories, first-comment latency, and code review rounds to help developers avoid submitting pull requests to backlogged repositories.

Currently, maintainers of ultralytics/flickr_scraper acknowledge new external contributions in approximately 3 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 100.0% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to ultralytics/flickr_scraper

01

Is ultralytics/flickr_scraper welcoming to first-time open-source contributors?

ultralytics/flickr_scraper has a recorded first-timer success rate of 100.0%. Repositories ranked Solid typically provide actionable feedback during code reviews and actively nurture new community contributors.

02

How fast can I expect code review feedback on my pull request?

The initial maintainer response time averages ~3 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 65.6 C-Rank™ score represent?

The C-Rank™ index scores repositories on a 0 to 100 scale using an objective formula: external PR merge rates, initial response speed, active maintainer count, and first-time contributor retention. A score of 65.6 places ultralytics/flickr_scraper in the Solid tier.

04

What is the external contributor pull request merge rate for ultralytics/flickr_scraper?

The external pull request merge rate is 100.0%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.

05

Are there beginner Good First Issues open in ultralytics/flickr_scraper?

ultralytics/flickr_scraper does not have open beginner labels indexed currently, but external PRs for bugs and documentation improvements are evaluated via normal issue triage.

GetMerged C-Rank™ Indexing Standard

All metrics displayed for ultralytics/flickr_scraper are automatically retrieved via the public GitHub API and recalculated daily. Insider pull requests submitted by repository owners or organization members are excluded from merge rate calculations to preserve objective external contributor statistics.