Python
vinta/awesome-python
The definitive list that answers "I want to do X in Python, which tool should I use?"
★ 332.6k
Stars
29.1k forks · 18 open issues
+228/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
75.1
Momentum / 100
see the breakdown below
12y ago
Created
last push 2d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 45.1 | +228/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.96× the monthly pace |
| Freshness | 15 | 15.0 | last push 2d ago; decays to zero at 180 days |
| Scale | 15 | 15.0 | 332.6k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 75.1 | sum of the above |
Detail
| Topics | awesomeawesome-listpythonpython-frameworkspython-librariespython-tools |
| Matched on | Learning & Roadmaps (awesome-list) |
| Short window | +1.6k stars over 7 days = 228.0/day |
| Long window | +6.2k stars over 26 days = 238.0/day |
| Lifetime average | 73.70 stars/day over 4,514 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |