A compute graph for loading and transforming OWID's data
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,183
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +1 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
etl gained 10 stars in the last 30 days, about 1 a day, and now has 157. It is about 5 years old and has averaged roughly 31 stars a year. It ranks #1,183 among Python repositories and #9,678 across all languages on GitHubRepo.
Trending Record
8
DAYS ON TRENDING
#4067
BEST RANK
Sep 26, 2026
FIRST APPEARANCE
Active
STATUS TODAY
etl has maintained a continuous presence across global trending indexes, peaking at #4067. Below is the 30-day activity profile:
💡 Overview
etl is an open-source project written in Python: A compute graph for loading and transforming OWID's data.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. 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 etl⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
etl 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
Production System Integration
Embed etl into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open MIT license.
🚀 Getting Started
Install etl using your package manager: `pip install etl`
Initialize your project workspace or configuration file for etl.
Import etl into your codebase or invoke it directly from your terminal.
Execute your test suite or run `etl --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
owid/etl is currently ranked #9,678 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #9,651 | darashi/jpmobile | Ruby | ★ 158 | Compare ↗ |
| #9,651 | wanshuiyin/Anti-Autoresearch | Python | ★ 158 | Compare ↗ |
| #9,651 | z-liu-xiugou/research-workbench-assistant | Python | ★ 158 | Compare ↗ |
| #9,651 | CluvexStudio/ZedSecure | Kotlin | ★ 158 | Compare ↗ |
| #9,651 | JoinArtisanVent/x-scraper-no-api | JavaScript | ★ 158 | Compare ↗ |
| #9,678 | owid/etl This Project | Python | ★ 157 | |
| #9,678 | opentape/opentape | PHP | ★ 157 | Compare ↗ |
| #9,678 | activefx/restful_authentication_tutorial | Ruby | ★ 157 | Compare ↗ |
| #9,678 | kjellm/munin-mysql | Perl | ★ 157 | Compare ↗ |
| #9,678 | berk/will_filter | Ruby | ★ 157 | Compare ↗ |
| #9,678 | bacula-web/bacula-web | PHP | ★ 157 | Compare ↗ |
Frequently Asked Questions
What does etl do? +
A compute graph for loading and transforming OWID's data
What language is etl written in? +
The primary language is Python. Topics include: software.
Is etl actively maintained? +
Yes, the last recorded push was on Oct 2, 2026 with 64 open issues being tracked.
How many stars does etl have? +
etl has 157 stars and 30 forks on GitHub.
How does etl rank among GitHub repositories? +
With 157 stars, owid/etl is ranked #9,678 globally across all repositories tracked on GitHubRepo and #1,183 among Python projects.
What license is etl distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
