Social MediaVideo ContentDigital MarketingAudience Engagement
Follower CountHashtagsAudio ReusePosting TimingEngagement RatesTrend AnalysisPeak HoursViral Potential
Ayra Starr ⭐️ • good morninggggg new york
mw10.03 • What are you looking at?🐶#Funny and Adorable Pet Videos Recommended
Summary
1. Executive Summary
1
Key Takeaways
1. Reach boosts early engagement
1
2. Hashtags have a modest, mixed effect
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3. Reused audio can help slightly
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4. Timing matters
1
Video Popularity Drivers Analysis
Effect of Follower Count on Initial Engagement
| Metric | Value |
|---|---|
| Followers vs Engagement (Pearson) | 0.134 |
| Hashtags vs Engagement (Pearson) | -0.299 |
| Audio Reuse vs Engagement (Pearson) | 0.000 |
| Caption Keywords vs Engagement (Pearson) | 0.000 |
| Posting Cadence vs Engagement (Pearson) | -0.167 |
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Impact of Hashtags and Audio Reuse on Popularity
| Feature | Coefficient |
|---|---|
| Intercept | 0.040175 |
| log_followers | 0.002061 |
| hashtag_count | -0.006255 |
| audio_reuse_count | 0.040175 |
| caption_keyword_count | 0.000000 |
| posting_cadence_days_filled | -0.000159 |
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video with 9900000 followers
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Temporal & Event Timing Analysis
Temporal Patterns
| Metric | Value |
|---|
Event Mentions
| Metric | Value |
|---|
