facebook GitHub Comments Analytics

Evolution of Comments with EMA and RSI

Sentiment Evolution Over Time

Sentiment Distribution

Negative: 12%

Neutral: 81%

Positive: 7%

Comment Type Evolution Over Time

Comment Type Distribution

General Feedback: 52%

Bug Report: 28%

Question: 9%

Testing Related: 8%

Suggestion: 2%

Technical Category Distribution

Testing: 39%

Security: 19%

Performance: 17%

Architecture: 13%

Database: 11%

Deployment: 2%

Urgency Distribution

Low: 64%

Medium: 23%

High: 2%

Critical: 10%

Developers' Comments Indicators Table

Developer	Comments	Avg Words	Avg Urgency	Tech Depth	Sentiment	Readability	Constructiveness	Questions	Action Items	Impact Score
kinto0	9	17	0.41	0.78	0.02	7.04	5.22	7	4	1.91
pdillinger	9	32	1.26	1.32	0.02	6.63	5.33	0	2	2.4
joseph5wu	8	56	2.56	2.76	-0.05	6.12	5	7	11	2.98
rchen152	8	43	1.88	3.12	0.03	3.64	5	4	9	2.81
qdeslandes	7	25	1.84	1.12	-0.09	7.31	5.14	1	5	2.36

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Repositories' Comments Indicators Table

Repository	Comments	Total Words	Avg Urgency	Tech Depth	Sentiment	Readability	Constructiveness	Positive %	High Priority
pyrefly	32	725	0.81	1.74	0	5.45	5.11	25	2
fboss	18	757	1.41	2.17	0.04	5.62	5.06	66.7	3
rocksdb	16	564	0.93	1.59	0.01	6.37	5.27	33.3	1
react	14	487	1.48	1.95	0.02	7.54	5	66.7	2
bpfilter	8	248	2.24	1.14	-0.13	7.15	5.12	0	3

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