gridfm/gridfm-datakit - Open Source PR Review Scorecard

Generate power flow data to train machine learning and foundation models for the electric power grid.

C-Rank Grade: A (Welcoming) - 55/100

External PR Merge Rate: 29%

Response Time: <1h

First Timer Success: 50%

Frequently Asked Questions

Is gridfm/gridfm-datakit welcoming to first-time open-source contributors?

gridfm/gridfm-datakit has a recorded first-timer success rate of 50.0%. Repositories ranked A 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 gridfm/gridfm-datakit respond to incoming external pull requests in approximately 0.0 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 55.2 C-Rank™ score (A 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 55.2 places gridfm/gridfm-datakit in the A tier.

What is the external contributor pull request merge rate for gridfm/gridfm-datakit?

The external contributor pull request merge rate for gridfm/gridfm-datakit is 28.6%, based on public PR activity from non-core contributors.

Are there Good First Issues available in gridfm/gridfm-datakit?

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

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gridfm/gridfm-datakit

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AWelcoming(55/100)Python

Generate power flow data to train machine learning and foundation models for the electric power grid.

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Response Velocity
<1 hour
⚡ Fast reviewer response

Average Response Latency

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

Merge Efficiency
28.6%
Selective PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
50.0%
Accepts new contributor PRs

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
4 core
Small core review team
Diagnostic Health HUD
28.6%
Merge Gauge
50.0%
1st-Timer
Community Vibe56/100

Embed C-Rank Badge

Show contributors that your repository actively reviews and merges external pull requests.

GetMerged C-Rank badge for gridfm/gridfm-datakit
[![GetMerged C-Rank](https://getmerged.abhishekco.de/api/badge/gridfm/gridfm-datakit)](https://getmerged.abhishekco.de/gridfm/gridfm-datakit?utm_source=github&utm_medium=badge)

Active Good First Issues (0)

View on GitHub

No cached good first issues currently tracked for gridfm/gridfm-datakit.

View all good first issues directly on GitHub

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Contributor Community Vibe Feedback

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Maintainer helpfulness
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Contributor Compatibility & Review Speed Analysis for gridfm/gridfm-datakit

When evaluating whether to contribute to gridfm/gridfm-datakit, 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 gridfm/gridfm-datakit acknowledge new external contributions in approximately <1 hour. Out of all submitted pull requests from non-core authors in the last 180-day window, 28.6% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to gridfm/gridfm-datakit

01

Is gridfm/gridfm-datakit welcoming to first-time open-source contributors?

gridfm/gridfm-datakit has a recorded first-timer success rate of 50.0%. Repositories ranked Welcoming 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 ~<1 hour. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 55.2 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 55.2 places gridfm/gridfm-datakit in the Welcoming tier.

04

What is the external contributor pull request merge rate for gridfm/gridfm-datakit?

The external pull request merge rate is 28.6%. 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 gridfm/gridfm-datakit?

gridfm/gridfm-datakit 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 gridfm/gridfm-datakit 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.