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Upload Web Research + GitHub + Website Coding Dataset v1.1.1

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README.md ADDED
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+ # Web Research + GitHub + Website Coding Dataset
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+
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+ Version: 1.1.0
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+
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+ Total examples: 5,000,000
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+
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+ ## Splits
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+
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+ - train: 4,750,000
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+ - validation: 125,000
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+ - test: 125,000
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+
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+ ## Core capabilities
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+
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+ - Web search
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+ - Web research
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+ - Evidence extraction
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+ - Fact verification
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+ - Multi-hop research
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+ - Multi-layer technical analysis
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+ - Architecture analysis
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+ - Root-cause analysis
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+ - Security analysis
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+ - Performance analysis
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+ - UX analysis
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+ - Design analysis
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+ - Refactoring
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+ - Code review
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+ - Debugging
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+ - Website coding
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+ - Design systems
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+ - Developer experience
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+ - Developer onboarding
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+ - API developer experience
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+ - Documentation experience
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+
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+ ## Source diversity
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+
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+ - Hugging Face: 20%
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+ - GitLab: 10%
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+ - Codeberg: 5%
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+ - Stack Exchange: 15%
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+ - MDN: 15%
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+ - PyPI: 10%
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+ - npm: 10%
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+ - Official web documentation: 10%
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+ - GitHub: 5%
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+
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+ ## Multi-layer reasoning structure
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+
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+ Each deep analysis can cover:
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+
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+ 1. Problem
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+ 2. Context
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+ 3. Evidence
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+ 4. Architecture
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+ 5. Implementation
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+ 6. Quality
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+ 7. Security
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+ 8. Performance
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+ 9. UX
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+ 10. Design
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+ 11. Developer Experience
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+ 12. Validation
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+ 13. Trade-offs
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+ 14. Final synthesis
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+
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+ ## Rate limits
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+
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+ GitHub is intentionally limited to a small anchor pool.
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+ The 5,000,000 examples are generated locally from the collected
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+ source anchors and therefore do not require 5,000,000 API requests.
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+
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+ ## Data note
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+
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+ The dataset consists primarily of generated examples grounded
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+ in public technical source metadata and URLs. It is not intended
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+ to be a bulk reproduction of third-party website contents.
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