pandas-dev GitHub Pull Requests Analytics

The pandas-dev GitHub organization exhibited remarkable activity throughout November 2025, underscoring a thriving developer community committed to enhancing the pandas project. A total of 38 pull requests (PRs) were submitted, averaging 0.13 PRs per developer per day. This consistent contribution rate indicates a healthy collaborative environment, vital for fostering innovation and maintaining developer productivity.

Analyzing key performance indicators reveals a positive trend in community engagement. The organization achieved an average of 0.31 reviews per developer per day, marking a 2.87% increase from previous periods. Furthermore, the average comments per developer per day reached 0.18, reflecting vibrant discussions and feedback loops that enhance the overall code contribution analysis.

Despite a slight decline in the average time to merge PRs, which stood at 8.13 hours (a 0.83% decrease), the pandas repository remained a focal point of activity with 33 total reviews and 54 total conversations. The metrics showed 0.9 reviews per PR and 2.0 comments per conversation, indicating a robust dialogue among contributors.

Notably, the latter half of the month saw a spike in activity, with 13 reviews and 8 comments on November 25th, highlighting the dynamic nature of developer contribution trends. Overall, pandas-dev's commitment to community health and collaborative practices is evident, offering valuable insights for those engaged in GitHub monitoring and engineering investment analysis.