0:330NormalTotal Views654.4KPublic count
Public Likes3.5KAudience upvotes
Comments261Discussion threads
Relative Multiplier
0.12×vs typical channel medianPublic Engagement
0.57%Reaction ratioVelocity Pace
24.4Kviews/day averageRipple6
Ripple Score™ Breakdown
Normal(High Confidence)TubeRipple's calculated breakout signal combining relative outperformance, pacing, and audience pull.
Pacing Signal+1.0K/hr⚪ Derived lifetime pace
Relative Pull+2.0/40
Multiplier0.12×
Velocity Signal+0.3/30
Daily rate+24.3K/d
Engagement+3.1/15
Reaction rate0.57%
Reach & Age0.82× mult
Age / Reach645h · 0.12× subs
Score Observations:
- 0.1× channel typical (below baseline pacing)
- Derived pacing: +1,014/hr (0.0× baseline rate, steady brisk pace)
- 0.57% public engagement (low engagement ratio)
- Views are 12% of subscriber count (core fan reach)
- Published 27 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.
Consistent Baseline Performer
0.12× typicalThis video is performing within expected channel parameters (0.12× typical median views).
Performance Comparison
This video evaluated against Dannika's typical median baseline (30 recent uploads).
Views Comparison0.12× typical view count
This Video654.4K
Channel Median5.5M
Engagement RateBelow channel typical interaction rate
This Video0.57%
Channel Baseline1.06%
Views Accumulation PaceDerived velocity rate since upload
This Video Pace24.4K/day
Channel Median Pace529.5K/day
Title Structure
Deterministic structural attributes of the video title (statistical metrics without unverified causality claims).
Length34 chars
Word Count7 words
Uppercase %100%
StyleALL CAPS
Contains DigitsYes
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.