Ecosystem Pulse from momentum data
Language lead
Python
3.6K /week
36 repos · +3.2K/day
Category lead
Uncategorized
6.6K /week
69 repos · +4.7K/day
Momentum shift
Python acceleration
1.0×
27.2% weekly · 26.5% monthly
Tech shift
No obvious shift
Balanced now
Run again after another snapshot to capture stronger ecosystem movement.
Leaders
Language and category totals from live momentum snapshots, plus a representative top repo for each row.
Top languages
Showing top 20 clusters
| # | Language / Category | Repos | Daily | Weekly | Monthly | Top repo | |
|---|---|---|---|---|---|---|---|
| #1 | Python | 36 | 3.2K | 3.6K | 3.6K | ||
| #2 | TypeScript | 27 | 2.1K | 2.5K | 2.6K | ||
| #3 | Unknown | 14 | 917 | 1.4K | 1.4K | ||
| #4 | JavaScript | 11 | 341 | 914 | 1.1K | ||
| #5 | Go | 7 | 472 | 700 | 700 | ||
| #6 | C++ | 7 | 271 | 680 | 700 | ||
| #7 | Rust | 6 | 381 | 589 | 600 | ||
| #8 | Shell | 6 | 370 | 568 | 600 | ||
| #9 | HTML | 4 | 267 | 400 | 400 | ||
| #10 | Java | 3 | 90 | 300 | 300 | ||
| #11 | C | 2 | 155 | 200 | 200 | ||
| #12 | C# | 2 | 135 | 200 | 200 | ||
| #13 | Jupyter Notebook | 2 | 127 | 200 | 200 | ||
| #14 | Markdown | 2 | 118 | 195 | 200 | ||
| #15 | Dockerfile | 2 | 43 | 159 | 200 | ||
| #16 | Batchfile | 1 | 100 | 100 | 100 | ||
| #17 | Clojure | 1 | 100 | 100 | 100 | ||
| #18 | Swift | 1 | 100 | 100 | 100 | ||
| #19 | Kotlin | 1 | 61 | 100 | 100 | ||
| #20 | Dart | 1 | 13 | 100 | 100 |
Top categories
Showing top 11 clusters
| # | Language / Category | Repos | Daily | Weekly | Monthly | Top repo | |
|---|---|---|---|---|---|---|---|
| #1 | Uncategorized | 69 | 4.7K | 6.6K | 6.9K | ||
| #2 | Awesome Lists | 13 | 1.1K | 1.3K | 1.3K | ||
| #3 | Frameworks | 14 | 774 | 1.3K | 1.4K | ||
| #4 | Data | 11 | 798 | 1K | 1.1K | ||
| #5 | Learning | 8 | 529 | 800 | 800 | ||
| #6 | Education | 9 | 451 | 761 | 800 | ||
| #7 | Free APIs | 6 | 555 | 600 | 600 | ||
| #8 | Security & Cryptography | 2 | 200 | 200 | 200 | ||
| #9 | Mobile | 2 | 109 | 200 | 200 | ||
| #10 | Libraries | 2 | 54 | 200 | 200 | ||
| #11 | Games | 1 | 46 | 100 | 100 |
Next steps
Learn and methodology
What ecosystem pulse measures
Momentum is first computed at repository level from stargazer timestamp data. Pulse aggregates those deltas by language and category to answer a different question: which technology areas are heating up right now?
- Language and category totals summarize daily/weekly/monthly momentum across all repositories.
- Trend rows compare weekly momentum share with the 30-day baseline.
- Shift signals highlight where one cluster is outpacing the next competitor.
If you want repo-level leaders, open Momentum or discovery-oriented candidates on Rising. For methodology details, visit Methodology.