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Published Oct 11, 2026 (2w ago)·Duration 0:28
Total Views12.3MPublic count
Public Likes341.1KAudience upvotes
Comments1.7KDiscussion threads
Relative Multiplier
2.64×vs typical channel medianPublic Engagement
2.78%Reaction ratioVelocity Pace
620.3Kviews/day averageRipple39
Ripple Score™ Breakdown
Normal(High Confidence)TubeRipple's calculated breakout signal combining relative outperformance, pacing, and audience pull.
Pacing Signal+25.8K/hr⚪ Derived lifetime pace
Relative Pull+25.4/40
Multiplier2.64×
Velocity Signal+7.4/30
Daily rate+618.7K/d
Engagement+7.6/15
Reaction rate2.78%
Reach & Age0.82× mult
Age / Reach478h · 1.08× subs
Score Observations:
- 2.6× channel typical (strong breakout performance)
- Derived pacing: +25,779/hr (0.9× baseline rate, hyper-velocity pacing)
- 2.78% public engagement (healthy industry standard)
- Views exceed subscriber count by 1.1× (breaching outside audience)
- Published 20 days ago (mature velocity decay)
* Ripple Score is TubeRipple's proprietary calculated performance signal based on public video and channel data.
Why is this video working?
Data-driven observations comparing this video's velocity, engagement, and reach against channel baseline parameters.
Strong Relative Performance
2.64× typicalThis video is outperforming the channel's recent baseline median (4,665,721 views) by 2.64×.
High Pacing Velocity
2× daily paceCurrent velocity of 620,317 views/day is accumulating 2× faster than the channel median.
Performance Comparison
This video evaluated against camman18's typical median baseline (30 recent uploads).
Views Comparison2.64× typical view count
This Video12.3M
Channel Median4.7M
Engagement RateBelow channel typical interaction rate
This Video2.78%
Channel Baseline4.02%
Views Accumulation PaceDerived velocity rate since upload
This Video Pace620.3K/day
Channel Median Pace309.5K/day
Title Structure
Deterministic structural attributes of the video title (statistical metrics without unverified causality claims).
Length74 chars
Word Count16 words
Uppercase %0%
Styleall lowercase
Contains DigitsNo
Question FormatNo
Audience Sentiment & Comment Analysis
Deep comment semantic clustering and creator sentiment analysis will be added in a later phase to conserve public API quota.