Python library and CLI for X/Twitter scraping with multi-account rotation and built-in rate-limit handling.
Star History
Add Live Star History & Verified Badges to README.md
Keep your repository README looking professional and dynamic. As our continuous crawler records new stars, these official SVG badges update in real time with zero maintenance.
Renders your high-resolution star trajectory chart right inside your GitHub README or project docs.
[](https://githubrepo.cloud/repo/vladkens/twscrape?utm_source=readme_chart)Compact Shields-style badges for your README header. Shows real-time stars and global ranking.
[](https://githubrepo.cloud/repo/vladkens/twscrape?utm_source=readme_badge) [](https://githubrepo.cloud/repo/vladkens/twscrape?utm_source=readme_badge) [](https://githubrepo.cloud/repo/vladkens/twscrape?utm_source=readme_badge)Momentum
+71
STARS · LAST 30 DAYS
2
PER DAY
#383
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +14 | +71 | +180 |
| Per day | 2 | 2 | 2 |
| Forks gained | +2 | +6 | +16 |
twscrape gained 71 stars in the last 30 days, about 2 a day, and now has 2.8K. It is about 3 years old and has averaged roughly 944 stars a year. It ranks #383 among Python repositories and #2,641 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#4029
BEST RANK
Oct 5, 2026
FIRST APPEARANCE
Active
STATUS TODAY
twscrape has maintained a continuous presence across global trending indexes, peaking at #4029. Below is the 30-day activity profile:
💡 Overview
twscrape is an open-source project written in Python: Python library and CLI for X/Twitter scraping with multi-account rotation and built-in rate-limit handling.
Engineered for speed, consistency, and developer ease, it solves common hurdles in data-collection, data-mining, scraper. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install twscrape⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
twscrape coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Command-Line Automation
Execute automated build, deployment, and maintenance tasks directly from the terminal.
CI/CD Workflow Integration
Run non-interactive validation checks in GitHub Actions, GitLab CI, or local pre-commit hooks.
Developer Environment Setup
Standardize local engineering workstations with single-binary utility commands.
Scripting & Pipeline Orchestration
Chain complex multi-stage scripts with reliable error reporting and exits.
🚀 Getting Started
Install twscrape using your package manager: `pip install twscrape`
Initialize your project workspace or configuration file for twscrape.
Import twscrape into your codebase or invoke it directly from your terminal.
Execute your test suite or run `twscrape --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
vladkens/twscrape is currently ranked #2,641 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,636 | brave/adblock-rust | Rust | ★ 2.8K | Compare ↗ |
| #2,636 | project-zot/zot | Go | ★ 2.8K | Compare ↗ |
| #2,638 | whomwah/qlstephen | Objective-C | ★ 2.8K | Compare ↗ |
| #2,639 | cucumber/cucumber-jvm | Java | ★ 2.8K | Compare ↗ |
| #2,640 | openstreetmap/openstreetmap-website | Ruby | ★ 2.8K | Compare ↗ |
| #2,641 | vladkens/twscrape This Project | Python | ★ 2.8K | |
| #2,641 | numaproj/numaflow | Rust | ★ 2.8K | Compare ↗ |
| #2,643 | symfony/mime | PHP | ★ 2.8K | Compare ↗ |
| #2,644 | IfcOpenShell/IfcOpenShell | C++ | ★ 2.8K | Compare ↗ |
| #2,645 | doronz88/pymobiledevice3 | Python | ★ 2.8K | Compare ↗ |
| #2,646 | boykopovar/AnyPS5 | C++ | ★ 2.8K | Compare ↗ |
Frequently Asked Questions
What does twscrape do? +
Python library and CLI for X/Twitter scraping with multi-account rotation and built-in rate-limit handling.
What language is twscrape written in? +
The primary language is Python. Topics include: data-collection, data-mining, scraper, scraping, social-media-automation.
Is twscrape actively maintained? +
Yes, the last recorded push was on Oct 5, 2026 with 78 open issues being tracked.
How many stars does twscrape have? +
twscrape has 2,832 stars and 321 forks on GitHub.
How does twscrape rank among GitHub repositories? +
With 2,832 stars, vladkens/twscrape is ranked #2,641 globally across all repositories tracked on GitHubRepo and #383 among Python projects.
What license is twscrape distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
