0:637Above TypicalTotal Views12.8MPublic count
Public Likes155.1KAudience upvotes
Comments13.0KDiscussion threads
Relative Multiplier
1.94×vs typical channel medianPublic Engagement
1.31%Reaction ratioVelocity Pace
264.0Kviews/day averageRipple21
Ripple Score™ Breakdown
Normal(High Confidence)TubeRipple's calculated breakout signal combining relative outperformance, pacing, and audience pull.
Pacing Signal+11.0K/hr⚪ Derived lifetime pace
Relative Pull+20.1/40
Multiplier1.94×
Velocity Signal+2.2/30
Daily rate+264.0K/d
Engagement+4.6/15
Reaction rate1.31%
Reach & Age0.65× mult
Age / Reach1167h · 0.6× subs
Score Observations:
- 1.9× channel typical (solid above-average traction)
- Derived pacing: +10,999/hr (0.3× baseline rate, rapid hourly pacing)
- 1.31% public engagement (healthy industry standard)
- Views reached 60% of subscriber base
- Published >30 days ago (historical evergreen dampener)
* 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
1.94× typicalThis video is outperforming the channel's recent baseline median (6,615,921 views) by 1.94×.
High Pacing Velocity
1.5× daily paceCurrent velocity of 263,990 views/day is accumulating 1.5× faster than the channel median.
Performance Comparison
This video evaluated against Marques Brownlee's typical median baseline (30 recent uploads).
Views Comparison1.94× typical view count
This Video12.8M
Channel Median6.6M
Engagement RateBelow channel typical interaction rate
This Video1.31%
Channel Baseline1.81%
Views Accumulation PaceDerived velocity rate since upload
This Video Pace264.0K/day
Channel Median Pace181.0K/day
Title Structure
Deterministic structural attributes of the video title (statistical metrics without unverified causality claims).
Length27 chars
Word Count5 words
Uppercase %24%
StyleMixed Case
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.