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Decoding Online Trends: Formation and Viral Spread

How online trends form and why they spread

Social MediaViral TrendsContent Analysis
Rapid SpikesSustained GrowthRepostsCollaborationsHashtagsOrganic ParticipationAudience SizeInteractive Content

Boiledburgers • Time for work!

Collins Key • #boneka #brainrot

pinkcat456 • #cutecat #cartoons #catstory #aicat #usa

Ellon Keli • #Balinotmogis #TreandingReels #Foryoupage ##Fyp #Fyp #ViralTitok #MillionViews #Techmagic #Smartbot #Altrend #Robotvibes #Innovation

julia delgiorno • i’m scared

Summary

1. Executive Summary

1

Key Takeaways

1. What a trend is

1

2. Why some content spikes quickly

1

3. Why some trends last

1

4. How to amplify trend reach

2

Temporal Popularity Trends Analysis

Fast Rising Trends

MetricValue
Cluster 1 size100
Cluster 1 mean rise rate5.99
Cluster 2 size0
Cluster 2 mean rise rate0.00
Cluster 3 size0
Cluster 3 mean rise rate0.00
image

Gradual Growth Patterns

MetricValue
Cluster 1 mean peak59.90
Cluster 1 mean decay2.99
Cluster 2 mean peak0.00
Cluster 2 mean decay0.00
Cluster 3 mean peak0.00
Cluster 3 mean decay0.00

🎬 Related Clip

(2)

Video Title

00:40 - 01:00

Representative clip illustrating a trend.

Video Title

00:20 - 00:40

Representative clip illustrating a trend.

Amplification Analysis

Quantitative correlations between audience size and visibility

MetricValue
Correlation: followers vs views (pearson)
Correlation: followers vs engagement rate (pearson)
Correlation: shares vs views (pearson)
Median views (reposts)117750000
Median views (originals)0
image

🎬 Related Clip

(1)

Video Title

00:00 - 00:15

Summary not available from transcript.

Transcription

I think you're gonna die in this power.

Recommendations to increase amplification via reposts and collaborations

MetricValue
Median views when reposted117750000
Median views when original0
Top follower bin (by count)Lower

🎬 Related Clip

(2)

Video Title

00:00 - 00:15

Summary not available from transcript.

Video Title

00:00 - 00:15

Summary not available from transcript.

Analysis of Monetization Signals in Videos

Hashtag Use and Trend Participation

MetricValue
Non-monetized - avg hashtags3.23
Non-monetized - median hashtags4.0

🎬 Related Clip

(2)

Video Title

00:00 - 00:15

Video Title

00:00 - 00:15

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Video Trends: Patterns, Virality, and Spread Drivers

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