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 +3.0 stars/day (47th percentile in the tracked cohort), for a momentum score of 49.6/100. A recent release is helping fuel the run.
Low breakout odds over the next 14 days, led by push recency (91th pctl). Confidence is high given the available history.
Reconstructed from 171 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://breakwave.vercel.app/repo/vladkens/twscrape)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.