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Pull Request Analysis Report

Key Metrics and Insights

Overall Statistics

  • Total Pull Requests: 79
  • Merged Pull Requests: 52 (65.8%)
  • Open Pull Requests: 27 (34.2%)
  • Time Period: May 15, 2025 - July 4, 2025 (approximately 7 weeks)

Activity Trends

  • Peak Activity: June 2025 showed the highest activity with consistent daily contributions
  • Review Effort Distribution:
    • Review effort 4/5: 25 PRs (31.6%)
    • Review effort 3/5: 20 PRs (25.3%)
    • Review effort 2/5: 8 PRs (10.1%)
    • Review effort 1/5: 4 PRs (5.1%)
    • Review effort 5/5: 1 PR (1.3%)

Label Analysis

  • Backend: 60 PRs (75.9%) - Dominant focus on backend development
  • Bug fixes: 5 PRs (6.3%)
  • Enhancements: 3 PRs (3.8%)
  • Ready to merge: 2 PRs (2.5%)

Team Collaboration

  • Average Reviewers per PR: 3.8 reviewers
  • Most Active Reviewers: anggara-gl, codegger, copilot-pull-request-reviewer, pp-pal
  • Merge Success Rate: High merge rate indicates good code quality and review process

Contribution Points Analysis

Methodology

  • Assignee Points: 2 points per assigned PR
  • Reviewer Points: 1 point per review
  • Exclusions: PRs with no assignee, no reviewers, and no backend label

Contribution Points Ranking

AssigneeContribution PointsDetails Points
anggara-gl33 (9.12%)8 Assignee Points + 25 Reviewer Points
codegger30 (8.29%)12 Assignee Points + 18 Reviewer Points
pp-pal29 (8.01%)8 Assignee Points + 21 Reviewer Points
cliffordwilliamgdplabs28 (7.73%)10 Assignee Points + 18 Reviewer Points
Widean-Nagari27 (7.46%)12 Assignee Points + 15 Reviewer Points
afrizal720 (5.52%)8 Assignee Points + 12 Reviewer Points
PhillipHidayatGDP18 (4.97%)6 Assignee Points + 12 Reviewer Points
yogapratama-19 (2.49%)6 Assignee Points + 3 Reviewer Points
muhammaddana8 (2.21%)4 Assignee Points + 4 Reviewer Points
GDPWinnerPranata7 (1.93%)6 Assignee Points + 1 Reviewer Points
muhridwan-kk3 (0.83%)2 Assignee Points + 1 Reviewer Points
aris-junianto2 (0.55%)2 Assignee Points + 0 Reviewer Points
rima-amalia2 (0.55%)4 Assignee Points + 0 Reviewer Points
afifalhawari2 (0.55%)2 Assignee Points + 0 Reviewer Points

Total Points Distributed: 362 points

Key Insights from Contribution Analysis

  1. Top Contributors: anggara-gl, codegger, and pp-pal lead in overall contribution, showing strong involvement in both development and review processes.
  2. Balanced Contributors: cliffordwilliamgdplabs and Widean-Nagari show excellent balance between assignee and reviewer roles.
  3. Review Leaders: anggara-gl stands out with 25 reviewer points, indicating strong involvement in code review and mentoring.
  4. Development Focus: Several contributors (rima-amalia, aris-junianto, afifalhawari) focus primarily on development with minimal review activity.
  5. Team Collaboration: The high number of reviewers per PR (3.8 average) demonstrates strong collaborative practices and knowledge sharing.

Recommendations

  1. Encourage Review Participation: Contributors with low review scores could benefit from more involvement in the review process.
  2. Maintain Balance: Top contributors are showing good balance between development and review, which should be maintained.
  3. Knowledge Transfer: High-contributing reviewers should continue mentoring newer team members.
  4. Process Efficiency: With 65.8% merge rate, the team should focus on reducing open PRs and improving time-to-merge metrics.
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    Pull Request Analysis Report | Claude