Social Media TrendsVideo AnalyticsDigital EngagementViral Marketing
Engagement RatesPosting TimingView MomentumReuse FeaturesFollower CorrelationVirality MetricsTrend AnalysisEvening Posts
Summary
1. Executive Summary
Key Takeaways
1. Trending equals higher engagement and momentum
2. Timing helps spread
3. Reuse features are rare and mixed in effect
4. Followers are not a clear predictor
Video Trend Analysis
Trend 1: Temporal Patterns
| Metric | Value |
|---|---|
| Median views | 70200000.0 |
| Mean views (latest month) | 54350000.0 |
| Monthly trend (slope) | -7135087.09 |
Trend 2: Popularity Distribution
| Metric | Value |
|---|---|
| Rising median views | 93750000.0 |
| Stable median views | 67650000.0 |
| Rising median engagement rate | 0.057 |
| Stable median engagement rate | 0.037 |
Amplification Analysis: Velocity and Network Effects
Trend 1: Velocity of Spread and Posting Timing
| Metric | Value |
|---|---|
| Percent videos with reuse features | 3.1% |
| Avg virality (reused) | 70166666.67 |
| Avg virality (not reused) | 77585263.16 |
| Correlation followers vs virality | 0.00 |
Trend 2: Creator Centrality and Reuse Features
| Metric | Value |
|---|---|
| Percent videos with reuse features | 3.1% |
| Avg virality (reused) | 70166666.67 |
| Avg virality (not reused) | 77585263.16 |
| Correlation followers vs virality | 0.00 |
