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Public channel intelligence
Public aggregate signals for Whitehat Gaming.
Videos
2,551
8.57M views
Playlists
85
public indexed series
Video games
236
full video index
Runtime
0m
0 videos with duration
Avg duration
0m
mean indexed runtime
Subscribers
28.30K
from YouTube metadata
Coverage rhythm
Videos last 30 days
17
recent public uploads
Videos this year
260
calendar-year pace
Avg / active year
364.4
7 active years
Peak year
2021
627 videos
1a · Upload rhythm
Window
89
uploads
Streak
1d
current
Avg / day
0.74
last 120d
Cell intensity is uploads per UTC day, capped against the channel’s recent high-water mark.
1b · Cadence
Median gap
24h
between uploads
Best streak
66d
upload days
Longest hiatus
27d
no uploads
1c · Cadence
S
M
T
W
T
F
S
1d · Cadence
Jan leads with 280 uploads, +32% above the monthly mean.
Calendar-month averages across indexed history; callouts only use public publish dates.
1e · Coverage speed
1.9 yrs
median release-to-cover lag
Release-to-cover lag is clamped at day 0 for pre-release coverage.
1f · Coverage speed
Median marker: 1.9 yrs.
1g · Coverage speed
Release years of covered games, weighted by indexed episode count.
1h · Coverage speed
Fastest cover
day 0
A Plague Tale: Requiem
Median lag
1.9 yrs
229 games
Deepest dig
33.6 yrs
Review: Jashin Fukkatsu, covered 2024
Day-one rate
26%
60/229
Four facts, zero private analytics.
1i · Taste over time
1j · Taste over time
1k · Taste over time
1l · Taste over time
First active years versus latest active years; chips show point movement.
1m · Engagement
Median views
527
half beat this
Likes / 1K
65.5
2542 videos
Comments / 1K
2.1
2542 videos
Sample
2,551
public videos
Medians, not means — one hit can’t flatter these.
1n · Engagement
Mean is 6.4× the median — the long tail at work.
1o · Engagement
Multiplier is views versus the channel median.
1p · Engagement
Likes per 1K views: 222.2 → 39.9.
Yearly median likes per 1K views; no private watch-time data implied.
1q · Series habits
Avg eps
22
Longest
643
Valorant
Finished = playlist tagged complete or final-title pattern; one-offs excluded from the rate.
1r · Series habits
85 playlists by episode count — typical range 2–5.
1s · Series habits
Paused = no new episode in 90+ days and not finished.
1t · Series habits
Share of Whitehat Gaming series still going at each episode milestone.
1u · Similar creators
Ranked by shared library overlap; embeddings can replace the score when available.
1v · Similar creators · embeddings
Bar = shared library share; cosine is approximated from overlap until embeddings are persisted.
1w · Similar creators · embeddings
Generated from nearest shared games and public library overlap.
1x · Similar creators · embeddings
A compact neighbor postcard; distances are overlap-derived until vector projections are materialized.
Cadence is derived from public publish timestamps; zero days are shown as small stubs.
Weekday and hour bars use UTC publish times from the public index.
Top genres plus Other; rising slices use the same public game assignments as the Games tab.
Rank movement is based on yearly video counts; positive deltas mean a genre climbed.
Mini-bars are videos per active year; Δ is rank places moved since the earliest visible year.
