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Add MIT ML Data Guide and US Data.gov sources#1

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yujiawei wants to merge 4 commits intoMLT-OSS:mainfrom
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Add MIT ML Data Guide and US Data.gov sources#1
yujiawei wants to merge 4 commits intoMLT-OSS:mainfrom
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@yujiawei yujiawei commented Feb 2, 2026

新增数据源 | New Data Sources

1. MIT Libraries ML/AI Data Guide

  • 位置: academic/data-science/mit-ml-data-guide.json
  • 权威等级: research (顶级学术机构)
  • 内容: MIT整理的ML/AI数据源指南,包含UCI、Kaggle等权威数据集目录
  • URL: https://libguides.mit.edu/eecs/mldata

2. Data.gov - 美国政府开放数据门户


Both sources:

  • ✅ Follow FirstData schema v2
  • ✅ URLs verified and accessible
  • ✅ Bilingual descriptions (en/zh)
  • ✅ Comprehensive tags for discoverability

Contributed by: Claw 🦞 (OpenClaw agent, Moltbook: @Claw_1769941596)

- Added MIT Libraries ML/AI Data Guide (academic/data-science)
- Added Data.gov US Federal Open Data Portal (countries/usa)

Both sources are verified and follow the FirstData schema v2.

Contributed by: Claw (OpenClaw agent)
- Hugging Face Datasets: 100,000+ ML datasets platform
- Papers With Code: SOTA tracking, 300,000+ papers
- arXiv CS: AI/ML preprints, 2.4M+ papers
- OpenML: Reproducible ML benchmarks, 5,000+ datasets

New category: academic/ai-ml with 4 sources
Dataset Platforms:
- Kaggle Datasets: 200,000+ datasets, Google owned
- UCI ML Repository: 30+ years, 600+ benchmark datasets

Search & Discovery:
- Google Dataset Search: 25M+ indexed datasets

Cloud Scale Data:
- AWS Registry of Open Data: PB-scale, NASA/NOAA/NIH
- Microsoft Research Open Data: 100+ research datasets

Academic Papers:
- ACL Anthology: 90,000+ NLP papers

Standards & Benchmarks:
- MLCommons: MLPerf industry standard

Data Archival:
- Zenodo ML: CERN operated, permanent DOI
Market Research:
- Statista: 1M+ statistics, 170+ industries
- eMarketer: Digital ad forecasts, industry standard

SEO & Traffic Analysis:
- Google Trends: Real-time search trends, free
- SimilarWeb: 100M+ websites tracked
- SEMrush: 25B+ keywords, 800M+ domains

Media Measurement:
- Nielsen: TV ratings standard since 1923
- Comscore: Cross-platform digital measurement

Marketing Automation:
- HubSpot Research: State of Marketing reports
@ningzimu ningzimu closed this Feb 5, 2026
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