Python library and CLI for X/Twitter scraping with multi-account rotation and built-in rate-limit handling.
vladkens/twscrape is drawing steady momentum at +2.9 stars/day (50th percentile in the tracked cohort), for a momentum score of 38.8/100. A recent release is helping fuel the run.
Reconstructed from 203 snapshots — the time-series GitHub’s API doesn’t expose.
Release count rose to 31.
Live score, refreshed every 6 hours. Links back to this page.
[](https://repoclimb.com/repo/vladkens/twscrape)Low breakout odds over the next 14 days, led by push recency (85th pctl) and fork velocity (51th pctl). Confidence is high given the available history.
Transparent heuristic · logged for model training
Percentile rank within the tracked cohort. The score self-calibrates — it answers “accelerating vs. everything else,” not raw size.