mega •
The Gabriels • Before you judge me: I saved his life
Collins Key • #boneka #brainrot
Natalie Reynolds • they are so obsessed with me… #fyp #nataliereynolds
ACTION HOUSE • You saw it happen—and walked away | ACTION HOUSE
Summary
1. Executive Summary
Key Takeaways
1. Bigger followings boost initial reach
2. Engagement actions amplify spread
3. Early hook, hashtags and timing matter
Social influence and amplification analysis
Follower count vs views (Finding 1)
| Metric | Value |
|---|---|
| Correlation: followers vs views | |
| Correlation: followers vs shares | -0.037 |
| Correlation: followers vs comments | |
| Regression coef (followers) | 0.000 |
| Regression coef (shares) | 0.000 |
| Regression coef (comments) | 0.000 |
🎬 Related Clip
(2)
Video Title
00:05 - 00:20
Video discusses engaging topic.
Video Title
00:05 - 00:20
Video discusses engaging topic.
Engagement amplification: shares & comments (Finding 2)
| Metric | Value |
|---|---|
| Mean reach per follower | 0.000 |
| Median reach per follower | 0.000 |
| Mean shares per video | 755836.000 |
🎬 Related Clip
(2)
Video Title
00:05 - 00:20
Video discusses engaging topic.
Video Title
00:05 - 00:20
Video discusses engaging topic.
Platform Recommendation Impact
Early Hooks and View Velocity
🎬 Related Clip
(2)
Video Title
00:02 - 00:17
Video discusses daily life.
Video Title
00:02 - 00:17
Video discusses daily life.
Hashtag Usage and Posting Hour Effects
🎬 Related Clip
(1)
Video Title
00:02 - 00:17
Video discusses daily life.
