Social Media Data for LLMs

{
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    {
      "id": "ml_healthcare_47",
      "title": "New breakthrough in machine learning for medical imaging analysis",
      "author": "researcher1",
      "timestamp": "2024-03-15T10:30:00Z",
      "content": "Our team has developed a novel ML approach that improves tumor detection accuracy by 47%. Full paper in comments.",
      "metrics": {
        "upvotes": 2400,
        "commentCount": 156,
        "engagement_rate": 0.89
      },
      "top_comments": [
        {
          "author": "dr_smith",
          "content": "This is groundbreaking! The 47% improvement is unprecedented.",
          "upvotes": 567
        },
        {
          "author": "ai_researcher",
          "content": "Can you share more details about the training dataset?",
          "upvotes": 342
        }
      ],
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        "score": 0.92,
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      },
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    {
      "id": "ml_finance_92",
      "title": "How we used machine learning to predict market trends with 92% accuracy",
      "author": "researcher2",
      "timestamp": "2024-03-15T07:15:00Z",
      "content": "We've developed a new algorithm that combines traditional market indicators with sentiment analysis.",
      "metrics": {
        "upvotes": 1800,
        "commentCount": 234,
        "engagement_rate": 0.85
      },
      "top_comments": [
        {
          "author": "fintech_expert",
          "content": "The integration with sentiment analysis is brilliant",
          "upvotes": 423
        }
      ],
      "sentiment": {
        "score": 0.88,
        "label": "positive"
      },
      "topics": [
        "machine_learning",
        "finance",
        "market_prediction",
        "algorithms"
      ]
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    "search_time_ms": 420,
    "query": "machine learning",
    "filters_applied": {
      "sort": "relevance",
      "time_range": "24h"
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}