1:33Breakout CandidateNeetu Bisht@iamneetubisht
Karwa Chauth Ki Pre-Party 🤣 #neetubisht #lakhneet #comedy #funny #ytshorts #karwachauth
Published Oct 23, 2026 (1w ago)·Duration 1:33
Total Views23.0MPublic count
Public Likes322.0KAudience upvotes
Comments1.0KDiscussion threads
Relative Multiplier
6.65×vs typical channel medianPublic Engagement
1.41%Reaction ratioVelocity Pace
2.8Mviews/day averageRipple55
Ripple Score™ Breakdown
Interesting(High Confidence)TubeRipple's calculated breakout signal combining relative outperformance, pacing, and audience pull.
Pacing Signal+114.6K/hr⚪ Derived lifetime pace
Relative Pull+35.5/40
Multiplier6.65×
Velocity Signal+22.1/30
Daily rate+2.8M/d
Engagement+4.8/15
Reaction rate1.41%
Reach & Age0.82× mult
Age / Reach200h · 0.56× subs
Score Observations:
- 6.7× channel typical (exceptional statistical anomaly)
- Derived pacing: +114,628/hr (5.6× baseline rate, hyper-velocity pacing)
- 1.41% public engagement (healthy industry standard)
- Views reached 56% of subscriber base
- Published 8 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
6.65× typicalThis video is outperforming the channel's recent baseline median (3,452,843 views) by 6.65×.
High Pacing Velocity
3.3× daily paceCurrent velocity of 2,751,067 views/day is accumulating 3.3× faster than the channel median.
Performance Comparison
This video evaluated against Neetu Bisht's typical median baseline (30 recent uploads).
Views Comparison6.65× typical view count
This Video23.0M
Channel Median3.5M
Engagement RateAbove channel typical interaction rate
This Video1.41%
Channel Baseline1.29%
Views Accumulation PaceDerived velocity rate since upload
This Video Pace2.8M/day
Channel Median Pace826.1K/day
Title Structure
Deterministic structural attributes of the video title (statistical metrics without unverified causality claims).
Length88 chars
Word Count11 words
Uppercase %7%
StyleSentence 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.