avatar

docker GitHub Comments Analytics

Evolution of Comments with EMA and RSI
Sentiment Evolution Over Time
Sentiment Distribution

Negative: 5%

Neutral: 79%

Positive: 16%

Comment Type Evolution Over Time
Comment Type Distribution

General Feedback: 74%

Bug Report: 10%

Question: 8%

Nitpick: 2%

Documentation Request: 2%

Testing Related: 2%

Refactor Suggestion: 1%

Suggestion: 1%

Approval: 1%

Technical Category Distribution

Testing: 25%

Security: 18%

Deployment: 16%

Backend: 13%

Architecture: 11%

Database: 7%

Code Quality: 5%

Performance: 4%

Frontend: 1%

Urgency Distribution

Low: 65%

Medium: 21%

High: 7%

Critical: 8%

Developers' Comments Indicators Table
DeveloperCommentsAvg WordsAvg UrgencyTech DepthSentimentReadabilityConstructivenessQuestionsAction ItemsApproval %Impact Score
aevesdocker48180.591.130.055.965.0261001.95
krissetto35331.611.740.16.45.188192.92.48
ilopezluna28351.561.380.034.87551402.4
crazy-max26651.383.44-0.024.135.12131003.06
cmrigney18261.131.23-0.037.245.067802.21

1 to 5 of 37

Rows per page:

Repositories' Comments Indicators Table
RepositoryCommentsTotal WordsAvg UrgencyTech DepthSentimentReadabilityConstructivenessPositive %High Priority
docs10026070.751.950.15.775.04909
cagent9322450.961.140.086.485.158011
model-runner4313461.551.490.065.115.057510
buildx3721971.373.190.015.125.2405
mcp-gateway275750.920.980.037.75.051003

1 to 5 of 11

Rows per page:

Our Mission

AI has fundamentally changed software development. Gitlights exists to help engineering leaders navigate this shift. We measure what traditional analytics can't: the real value each developer brings as an individual contributor. Because in a world where anyone can generate code, understanding who drives real impact is the new competitive advantage.


Powered by Gitlights |
2026 © Gitlights

v2.8.0