pandas-dev GitHub Comments Analytics

Evolution of Comments with EMA and RSI

Sentiment Evolution Over Time

Sentiment Distribution

Negative: 4%

Neutral: 87%

Positive: 9%

Comment Type Evolution Over Time

Comment Type Distribution

General Feedback: 61%

Bug Report: 16%

Question: 10%

Testing Related: 8%

Documentation Request: 3%

Suggestion: 1%

Approval: 0%

Performance Feedback: 0%

Nitpick: 0%

Technical Category Distribution

Testing: 65%

Database: 21%

Backend: 8%

Code Quality: 2%

Deployment: 2%

Performance: 2%

Architecture: 1%

Urgency Distribution

Low: 65%

Medium: 22%

High: 4%

Critical: 8%

Developers' Comments Indicators Table

Developer	Comments	Avg Words	Avg Urgency	Tech Depth	Sentiment	Readability	Constructiveness	Questions	Action Items	Approval %	Impact Score
Dr-Irv	205	30	1.04	0.88	0.02	7.55	5.05	30	152	0.5	2.12
cmp0xff	74	14	0.42	0.44	0.04	5.5	5.07	5	13	0	1.79
jbrockmendel	62	16	0.69	0.6	0.02	6.79	5.02	21	15	0	1.91
mroeschke	37	27	0.76	0.74	0.06	5.96	5.13	18	10	0	2.06
MarcoGorelli	33	44	0.66	1.21	0.1	5.69	5.11	11	3	3	2.17

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Repositories' Comments Indicators Table

Repository	Comments	Total Words	Avg Urgency	Tech Depth	Sentiment	Readability	Constructiveness	Positive %	High Priority
pandas-stubs	333	9889	0.94	1.01	0.03	6.83	5.08	75	29
pandas	193	5487	1.04	0.87	0.03	6.52	5.08	66.7	25

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