MaxHalford/prince
:crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA
⚡ Executive Summary & Quick Facts
Authoritative Sourceprince is prince is an open-source project written in Python: :crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), MaxHalford/prince has accumulated 1,489 GitHub stars and 197 forks. It is written in Python, licensed under MIT, and ranks #6,874 globally. It is actively maintained with the latest commit recorded on Nov 13, 2026.”
| Repository | MaxHalford/prince ↗ |
|---|---|
| Primary Category | ca |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 1.5K stars · ⑂ 197 forks · #6,874 globally |
| Maintenance | ● Active (Last commit: Nov 13, 2026) · 2 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 97/100 · Grade A+Yes, prince is actively maintained. Continuous telemetry recorded the last code commit on Nov 13, 2026 (0 days ago). Supported by 1,489 stars and 197 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+37
STARS · LAST 30 DAYS
1
PER DAY
#1,013
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +37 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +4 | +10 |
prince gained 37 stars in the last 30 days, about 1 a day, and now has 1.5K. It is about 10 years old and has averaged roughly 149 stars a year. It ranks #1,013 among Python repositories and #6,874 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#12353
BEST RANK
Nov 13, 2026
FIRST APPEARANCE
Active
STATUS TODAY
prince has maintained a continuous presence across global trending indexes, peaking at #12353. Below is the 30-day activity profile:
💡 Overview
prince is an open-source project written in Python: :crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ca, correspondence-analysis, factor-analysis. 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 prince⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
prince 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 prince 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 prince using your package manager: `pip install prince`
Initialize your project workspace or configuration file for prince.
Import prince into your codebase or invoke it directly from your terminal.
Execute your test suite or run `prince --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
MaxHalford/prince is currently ranked #6,874 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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|---|---|---|---|---|
| #6,869 | apache/ratis | Java | ★ 1.5K | Compare ↗ |
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| #6,874 | MaxHalford/prince This Project | Python | ★ 1.5K | |
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Frequently Asked Questions
What does prince do? +
:crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA
Is prince actively maintained in 2026? +
Yes, prince is actively maintained. The latest code push was recorded on Nov 13, 2026 (0 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 1,489 stars and 2 open issues.
What language is prince written in? +
The primary language is Python. Topics include: ca, correspondence-analysis, factor-analysis, famd, mca.
How many stars does prince have? +
prince has 1,489 stars and 197 forks on GitHub.
How does prince rank among GitHub repositories? +
With 1,489 stars, MaxHalford/prince is ranked #6,874 globally across all repositories tracked on GitHubRepo and #1,013 among Python projects.
What license is prince distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
