Datasets:

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tarekmasryo

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youtube-tiktok-trends-dataset-2025

like 6

🎬 Short-form video analytics dataset for trend tracking and ML prototyping (TikTok + YouTube Shorts).

📦 Dataset snapshot

• Video-level records built for analysis
• Focus: engagement signals + content metadata

🔎 What’s inside

• Engagement: views, likes, comments, shares
• Content metadata: hashtags + platform signals
• Watch/quality signals like completion rate (if available)

✅ Good for
📊 Trend dashboards (spikes, categories, hashtag dynamics)
🤖 Virality/engagement modeling (classification or regression + calibration)
🧪 Feature engineering (hashtag features, engagement ratios, time-based slicing)

⚠️ Notes

• Treat as analytics/ML signals (not a causal study of culture).
• Use time-based splits if you’re modeling “future virality”.