An open source artificial opinion analysis system
⚡ Executive Summary & Quick Facts
Authoritative SourceOpinion-Miner is Opinion-Miner is an open-source project written in Python: An open source artificial opinion analysis system..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), trunghlt/Opinion-Miner has accumulated 4 GitHub stars and 2 forks. It is written in Python, licensed under NOASSERTION, and ranks #31,210 globally. It is actively maintained with the latest commit recorded on Nov 23, 2011.”
| Repository | trunghlt/Opinion-Miner ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | NOASSERTION |
| Community Traction | ★ 4 stars · ⑂ 2 forks · #31,210 globally |
| Maintenance | ● Active (Last commit: Nov 23, 2011) · 0 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: 53/100 · Grade DNote: Opinion-Miner displays slower maintenance activity. Continuous telemetry recorded the last code commit on Nov 23, 2011 (5455 days ago). Supported by 4 stars and 2 community forks, this repository holds a calculated health index of 53/100, reflecting dormant (5455 days since last push) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#3,957
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
Opinion-Miner gained 10 stars in the last 30 days, about 1 a day, and now has 4. It is about 17 years old and has averaged roughly 0 stars a year. It ranks #3,957 among Python repositories and #31,210 across all languages on GitHubRepo.
Trending Record
21
DAYS ON TRENDING
#100
BEST RANK
Nov 4, 2009
FIRST APPEARANCE
Active
STATUS TODAY
Opinion-Miner has maintained a continuous presence across global trending indexes, peaking at #100. Below is the 30-day activity profile:
💡 Overview
Opinion-Miner is an open-source project written in Python: An open source artificial opinion analysis system.
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 Opinion-Miner⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
Opinion-Miner 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 Opinion-Miner 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 NOASSERTION license.
🚀 Getting Started
Install Opinion-Miner using your package manager: `pip install Opinion-Miner`
Initialize your project workspace or configuration file for Opinion-Miner.
Import Opinion-Miner into your codebase or invoke it directly from your terminal.
Execute your test suite or run `Opinion-Miner --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
trunghlt/Opinion-Miner is currently ranked #31,210 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #30,255 | karlseguin/Metsys.Validate | C# | ★ 5 | Compare ↗ |
| #30,255 | quattro004/scratches | Ruby | ★ 5 | Compare ↗ |
| #30,255 | theirishpenguin/ical-merger | Ruby | ★ 5 | Compare ↗ |
| #30,255 | atoulme/osgi | Ruby | ★ 5 | Compare ↗ |
| #30,255 | AlohaSocial/social | PHP | ★ 5 | Compare ↗ |
| #31,210 | trunghlt/Opinion-Miner This Project | Python | ★ 4 | |
| #31,210 | adelcambre/textilizefu | Ruby | ★ 4 | Compare ↗ |
| #31,210 | anaisbetts/yikes | C | ★ 4 | Compare ↗ |
| #31,210 | sudachen/python-tool-legacy | C | ★ 4 | Compare ↗ |
| #31,210 | crafterm/piccr | Ruby | ★ 4 | Compare ↗ |
| #31,210 | ebassi/talk | Python | ★ 4 | Compare ↗ |
Frequently Asked Questions
What does Opinion-Miner do? +
An open source artificial opinion analysis system
Is Opinion-Miner actively maintained in 2026? +
Note: Opinion-Miner exhibits slower recent commit activity. The latest code push was recorded on Nov 23, 2011 (5455 days ago). It holds a calculated Maintenance Health Score of 53/100 (D rating) with 4 stars and 0 open issues.
What language is Opinion-Miner written in? +
The primary language is Python. Topics include: software.
How many stars does Opinion-Miner have? +
Opinion-Miner has 4 stars and 2 forks on GitHub.
How does Opinion-Miner rank among GitHub repositories? +
With 4 stars, trunghlt/Opinion-Miner is ranked #31,210 globally across all repositories tracked on GitHubRepo and #3,957 among Python projects.
What license is Opinion-Miner distributed under? +
The repository reports a NOASSERTION license. Always verify the repository LICENSE file for legal terms.
