๐ช Data Formulator is an interactive AI-powered data analysis system makes it easy to connect, explore and visualize data.
Star History
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+438
STARS ยท LAST 30 DAYS
15
PER DAY
#108
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +105 | +438 | +1.4K |
| Per day | 15 | 15 | 15 |
| Forks gained | +9 | +34 | +86 |
data-formulator gained 438 stars in the last 30 days, about 15 a day, and now has 17.5K. It is about 2 years old and has averaged roughly 8.8K stars a year. It ranks #108 among Python repositories and #596 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#2303
BEST RANK
Oct 1, 2026
FIRST APPEARANCE
Active
STATUS TODAY
data-formulator has maintained a continuous presence across global trending indexes, peaking at #2303. Below is the 30-day activity profile:
๐ก Overview
data-formulator is an open-source project written in Python: ๐ช Data Formulator is an interactive AI-powered data analysis system makes it easy to connect, explore and visualize 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.
โก 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.
๐ฅ Installation
$ pip install data-formulatorโ System Requirements
Platforms
- โข macOS
- โข Linux
- โข Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
๐ง How It Works
data-formulator 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.
๐ฏ Production Use Cases
Production System Integration
Embed data-formulator 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.
๐ Getting Started
Install data-formulator using your package manager: `pip install data-formulator`
Initialize your project workspace or configuration file for data-formulator.
Import data-formulator into your codebase or invoke it directly from your terminal.
Execute your test suite or run `data-formulator --help` to verify successful setup.
๐ Strengths
โ ๏ธ Considerations
โ Alternatives & Direct Competitors
๐ฅ Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
๐ Nearby in the Rankings
microsoft/data-formulator is currently ranked #596 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #591 | influxdata/telegraf | Go | โ 17.8K | Compare โ |
| #592 | NixOS/nix | C++ | โ 17.8K | Compare โ |
| #593 | leon-ai/leon | TypeScript | โ 17.5K | Compare โ |
| #594 | bkaradzic/bgfx | C++ | โ 17.5K | Compare โ |
| #595 | ahmedkhaleel2004/gitdiagram | TypeScript | โ 17.5K | Compare โ |
| #596 | microsoft/data-formulator This Project | Python | โ 17.5K | |
| #597 | caronc/apprise | Python | โ 17.5K | Compare โ |
| #598 | nikic/PHP-Parser | PHP | โ 17.5K | Compare โ |
| #599 | cure53/DOMPurify | JavaScript | โ 17.4K | Compare โ |
| #600 | ranger/ranger | Python | โ 17.4K | Compare โ |
| #601 | rui314/mold | Rust | โ 17.3K | Compare โ |
Frequently Asked Questions
What does data-formulator do? +
๐ช Data Formulator is an interactive AI-powered data analysis system makes it easy to connect, explore and visualize data.
What language is data-formulator written in? +
The primary language is Python. Topics include: software.
Is data-formulator actively maintained? +
Yes, the last recorded push was on Oct 1, 2026 with 109 open issues being tracked.
How many stars does data-formulator have? +
data-formulator has 17,503 stars and 1,719 forks on GitHub.
How does data-formulator rank among GitHub repositories? +
With 17,503 stars, microsoft/data-formulator is ranked #596 globally across all repositories tracked on GitHubRepo and #108 among Python projects.
What license is data-formulator distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
