MKIceAndFire Full edited educational walkthroughs of new game releases! All the video games are provided by the game publisher for review purposes by local PR. MKIceAndFire helps gamers all over the world who get stuck in their games and need a guide to help them finish a game…
Public channel intelligence
Public aggregate signals for MKIceAndFire.
Videos
8,079
2.93B views
Playlists
679
public indexed series
Video games
940
full video index
Runtime
0m
0 videos with duration
Avg duration
0m
mean indexed runtime
Subscribers
4.79M
from YouTube metadata
Coverage rhythm
Showing latest 12 of 15 years
1 playlist
1 playlist
1 playlist
1 playlist
1 playlist
1 playlist
Videos last 30 days
22
recent public uploads
Videos this year
225
calendar-year pace
Avg / active year
538.6
15 active years
Peak year
2019
978 videos
1a · Upload rhythm
Window
91
uploads
Streak
1d
current
Avg / day
0.76
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
27d
upload days
Longest hiatus
60d
no uploads
1c · Cadence
S
M
T
W
T
F
S
1d · Cadence
Oct leads with 1,069 uploads, +59% above the monthly mean.
Calendar-month averages across indexed history; callouts only use public publish dates.
1e · Coverage speed
day 0
median release-to-cover lag
Release-to-cover lag is clamped at day 0 for pre-release coverage.
1f · Coverage speed
Median marker: day 0.
1g · Coverage speed
Release years of covered games, weighted by indexed episode count.
1h · Coverage speed
Fastest cover
day 0
007 First Light
Median lag
day 0
915 games
Deepest dig
43 yrs
Avatar, covered 2022
Day-one rate
61%
559/915
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
87.3K
half beat this
Likes / 1K
10.6
8074 videos
Comments / 1K
0.9
8074 videos
Sample
8,079
public videos
Medians, not means — one hit can’t flatter these.
1n · Engagement
Mean is 4.1× the median — the long tail at work.
1o · Engagement
Multiplier is views versus the channel median.
1p · Engagement
Likes per 1K views: 5.3 → 13.9.
Yearly median likes per 1K views; no private watch-time data implied.
1q · Series habits
Avg eps
9.2
Longest
80
The Witcher 3 Walkthrough HD
Finished = playlist tagged complete or final-title pattern; one-offs excluded from the rate.
1r · Series habits
604 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 MKIceAndFire 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.
