Distortion2 — Welcome to the Game III stream analytics — Jul 18, 2026
FULL STREAM INTELLIGENCE · Welcome to the Game III
Jul 18, 2026 · VOD 2823071761
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 327:00-0.15→0.59Δ+0.74
- 328:000.59→0.09Δ-0.50
- 284:00-0.06→0.43Δ+0.49
- 285:000.43→-0.05Δ-0.48
- 363:000.44→0.00Δ-0.44
- 34:000.53→0.12Δ-0.41
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
18 first-time chatters in one minute (raid-like influx)
- weed_fox_: watching meth guy run into the glass door is funny
- YuzukiKaze: GachiBlacksmith
36 emote msgs — ×4.5 the average
- Lucius385: We all know you want to
- SavagePringle: incoming reset
18 first-time chatters in one minute (raid-like influx)
- PerrySqrd: is there an ini or cfg file in the game folder?
- Physicle: Outside of starting with less whats the difference from normal? More aggression
56 emote msgs — ×7.1 the average
- raulobon: americans discussing about football KEKW
- valakas__story: cheat gamba if you can this rng check is stupid as hell
20 first-time chatters in one minute (raid-like influx)
- raulobon: americans discussing about football KEKW
- valakas__story: cheat gamba if you can this rng check is stupid as hell
Keyword tracker
- gamba942
- plink730
- this655
- that545
- just496
- game472
- lmao440
- like387
- have323
- what304
- dist279
- with256
- hack238
- chat235
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 184 | 1.00 | known | known bot account |
| streamelements | 1 | 1.00 | known | known bot account |
| kjay0315 | 16 | 0.45 | medium | repeated one message ×9 (56% of output) |
| manaspear | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
Emote pulse
- insymJAM728
- LUL310
- KEKW282
- forsenCD205
- xdd199
- distHug152
- Pog148
- dist1127
Evidence tape
- 00:00DavidprozinhooooOPENER
YAAY
- 25:00noirx1994PING
@Distortion2 you could just gamble hack money instead of reseting constnatly would be worse but less annoying
- 26:00God_Of_StrateGGPING
@distortion2 Make a poll
- 26:00l4pioPING
@Distortion2 Just figure out the secret way to force hacks like adam said
- 27:00SAMdaSAMPING
wasnt it a thing that you could just open and close a website @Distortion2
- 28:00craXidePING
maybe insult bitstriker and the others via ingame chat to? @distortion2
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→439m | Share |
|---|---|---|---|---|---|
| 01 | pixie_laluna | 259 | 1.8% | ||
| 02 | YuzukiKaze | 214 | 1.5% | ||
| 03 | 1wbah | 189 | 1.3% | ||
| 04 | BavarianKraut | 186 | 1.3% | ||
| 05 | Nightbot | MODBOT | 184 | 1.3% | |
| 06 | TheAbyssLurks | VIP | 158 | 1.1% | |
| 07 | Bawkbasoup | MOD | 152 | 1.1% | |
| 08 | fujosej | SUB | 149 | 1.0% | |
| 09 | CryptoKey64 | 146 | 1.0% | ||
| 10 | WillMemeForFood | 139 | 1.0% | ||
| 11 | jiminy_xmas | 136 | 0.9% | ||
| 12 | Amoriar | 130 | 0.9% | ||
| 13 | RookieXL | 130 | 0.9% | ||
| 14 | Kraad_ | 128 | 0.9% | ||
| 15 | UltimaGooner | VIP | 118 | 0.8% | |
| 16 | v_i_knight | SUBVIP | 115 | 0.8% | |
| 17 | JustaFiillerGuy | 106 | 0.7% | ||
| 18 | BatootPC | SUB | 101 | 0.7% | |
| 19 | Markeh04 | SUB | 97 | 0.7% | |
| 20 | SpoookieGG | SUB | 95 | 0.7% |
User types · badge mix
- SUBSCRIBER1,359 · 9%
- VIP1,058 · 7%
- UMBRELLA-CORPORATION840 · 6%
- RAGING-WOLF-HELM738 · 5%
- PREMIUM643 · 4%
- FINAL-FANTASY-XIV-FAN-FESTIVAL-2026-NA---FAT-CAT617 · 4%
- ELDEN-RING-RECLUSE556 · 4%
- HORNET483 · 3%
New chatters · arrival curve
first-message arrivals · 0m → 439m
25 joined in the first 2 minutes = 1% of all chatters
Most mentioned
- @distortion2147 · 81u
- @bavariankraut80 · 37u
- @v_i_knight73 · 41u
- @theabysslurks56 · 29u
- @yuzukikaze41 · 25u
- @dedovsky36 · 26u
- @jackbraun34 · 31u
- @cipher_unknown32 · 25u
Top interactors
- v_i_knight98
- bavariankraut91
- theabysslurks55
- yuzukikaze50
- jackbraun44
- dedovsky38
- pixie_laluna32
- jezzbefos30
Chat tape
- 00:00DavidprozinhooooOPENER
YAAY
- 25:00noirx1994PING
@Distortion2 you could just gamble hack money instead of reseting constnatly would be worse but less annoying
- 26:00God_Of_StrateGGPING
@distortion2 Make a poll
- 26:00l4pioPING
@Distortion2 Just figure out the secret way to force hacks like adam said
- 27:00SAMdaSAMPING
wasnt it a thing that you could just open and close a website @Distortion2
- 28:00craXidePING
maybe insult bitstriker and the others via ingame chat to? @distortion2
- 48:00lul_double_uWALL
I sense lack of cat emotes in the chat. Mods MOREEMOTESWITHCATS: lmao Hehe catLick Wuh wuh juh catArrive fuh ruh WTF BLA
- 57:00lul_double_uWALL
I have a stupid amount of evidence that this run is spliced. Looking for someone who can actually look at this evidence
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS3.6%
- QUESTIONS9.3%
- MENTIONS13.1%
- COMMANDS0.6%
Top multiplier
- 02LUL×310
- 03KEKW×282
- 04forsenCD×205
Emote leaderboard
- insymJAM×728
- LUL×310
- KEKW×282
- forsenCD×205
- xdd×199
- distHug×152
- Pog×148
- dist1×127
- lookUp×95
- OMEGALUL×94
- widepeepoHappy×90
- SadgeCry×81
- catLick×75
- distH×74
- Stare×74
- Kappa×60
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | lmao | ×282 | 138 | 15m→438m | VIRAL |
| 02 | GAMBA | ×259 | 144 | 0m→431m | VIRAL |
| 03 | plink | ×229 | 115 | 8m→439m | VIRAL |
| 04 | KEKW | ×146 | 97 | 12m→436m | VIRAL |
| 05 | LICKA | ×81 | 60 | 17m→257m | VIRAL |
| 06 | Wokege | ×76 | 48 | 1m→433m | VIRAL |
| 07 | forsenCD | ×68 | 57 | 65m→430m | VIRAL |
| 08 | lookUp | ×66 | 44 | 4m→435m | VIRAL |
| 09 | OMEGALUL | ×47 | 40 | 43m→433m | VIRAL |
| 10 | GachiBlacksmith | ×46 | 28 | 9m→428m | VIRAL |
Keyword cloud
Mood regime
Spam tape
- 48:00lul_double_uWALL
I sense lack of cat emotes in the chat. Mods MOREEMOTESWITHCATS: lmao Hehe catLick Wuh wuh juh catArrive fuh ruh WTF BLA
- 57:00lul_double_uWALL
I have a stupid amount of evidence that this run is spliced. Looking for someone who can actually look at this evidence
- 176:00lul_double_uWALL
@PersonUnkn0wn I sense lack of cat emotes in the chat. Mods MOREEMOTESWITHCATS: lmao Hehe catLick Wuh wuh juh catArrive
- 177:00SpoookieGGWALL
Hey Distortion! I don't know you, this is my first plink in your stream. Last 10 minutes, you just look like a ruh old m
- 193:00TheAbyssLurksWALL
Throughout history, countless civilizations mention plink in their ancient texts dating as far back as 4000 BC. The plin
- 203:00YuzukiKazeWALL
Why do I plynque you ask? The answer is simple. I plynque because I am a distinguished gentleman. I plynque because the
- 315:00UltimaGoonerWALL
ALOO Hello? sniperGlorp Is this Ms. Aloo? ALOO Yes, who is this? sniperGlorp I have a high powered rifle aiming directly
User colors
Participation inequality
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
Community split
Lorenz curve · cumulative share
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
User tiers · who carries the chat
- 1 msg846USERS846MSGS5.8%
- 2-4 msgs637USERS1,697MSGS11.7%
- 5-19 msgs418USERS3,732MSGS25.8%
- 20+ msgs163USERS8,196MSGS56.6%
163 super-active users (7.9% of chatters) wrote 57% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @distortion2147 · by 81 users
- @bavariankraut80 · by 37 users
- @v_i_knight73 · by 41 users
- @theabysslurks56 · by 29 users
- @yuzukikaze41 · by 25 users
- @dedovsky36 · by 26 users
- @jackbraun34 · by 31 users
- @cipher_unknown32 · by 25 users
- @jezzbefos31 · by 14 users
- @darkesttoaster27 · by 19 users
Top interactors
- v_i_knight98 sent
- bavariankraut91 sent
- theabysslurks55 sent
- yuzukikaze50 sent
- jackbraun44 sent
- dedovsky38 sent
- pixie_laluna32 sent
- jezzbefos30 sent
- cipher_unknown29 sent
- 1wbah29 sent
Badge mix
- SUBSCRIBER1359 · 9%
- VIP1058 · 7%
- UMBRELLA-CORPORATION840 · 6%
- RAGING-WOLF-HELM738 · 5%
- PREMIUM643 · 4%
- FINAL-FANTASY-XIV-FAN-FESTIVAL-2026-NA---FAT-CAT617 · 4%
- ELDEN-RING-RECLUSE556 · 4%
- HORNET483 · 3%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | b1sontv | → | distortion2 | 11 | |
| 02 | seelinder | → | bavariankraut | 11 | |
| 03 | bavariankraut | → | bornagainshell | 11 | |
| 04 | uhdebbie | → | distortion2 | 9 | |
| 05 | edge790 | → | theabysslurks | 9 | |
| 06 | v_i_knight | → | dedovsky | 9 | |
| 07 | nvientos | → | rippeee | 9 | |
| 08 | bornagainshell | → | bavariankraut | 9 | |
| 09 | dedovsky | → | v_i_knight | 8 | |
| 10 | bavariankraut | → | bitronin | 8 | |
| 11 | x404d | → | distortion2 | 8 | |
| 12 | yuzukikaze | → | v_i_knight | 7 |
Chat tape
- 00:00DavidprozinhooooOPENER
YAAY
- 25:00noirx1994PING
@Distortion2 you could just gamble hack money instead of reseting constnatly would be worse but less annoying
- 26:00God_Of_StrateGGPING
@distortion2 Make a poll
- 26:00l4pioPING
@Distortion2 Just figure out the secret way to force hacks like adam said
- 27:00SAMdaSAMPING
wasnt it a thing that you could just open and close a website @Distortion2
- 28:00craXidePING
maybe insult bitstriker and the others via ingame chat to? @distortion2
Social share card
This is the exact image link unfurlers render when this stream is shared.
↓ Download card (1200×630)Ad equivalence
no viewer track captured
Engagement quality
Brand safety
- PROFANITY1.2%
- CAPS RAGE3.6%
- SPAM/PASTA11.5%
- BOT MSGS1.3%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | youtube.com | ×90 | 3 | 0m→431m | BOT TIMER |
| LINK | twitter.com | ×16 | 1 | 11m→431m | BOT TIMER |
| LINK | clips.twitch.tv | ×13 | 2 | 44m→355m | BOT TIMER |
| CMD | !ban | ×13 | 8 | 64m→434m | ORGANIC |
| LINK | twitch.tv | ×12 | 9 | 68m→438m | BOT TIMER |
| CMD | !why | ×10 | 10 | 44m→373m | ORGANIC |
| LINK | discord.gg | ×8 | 1 | 10m→430m | BOT TIMER |
| CMD | !plink | ×8 | 8 | 118m→418m | ORGANIC |
| CMD | !dungeater | ×5 | 4 | 66m→355m | ORGANIC |
| LINK | speedcoder.net | ×5 | 5 | 293m→308m | ORGANIC |
| CMD | !turnmod | ×4 | 4 | 205m→420m | ORGANIC |
| CMD | !plink2 | ×3 | 3 | 118m→373m | ORGANIC |
| CMD | !plink3 | ×3 | 3 | 118m→246m | ORGANIC |
| CMD | !elena2 | ×3 | 2 | 136m→247m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES1.1%
- EN31.0%
- OTHER / EMOTE-ONLY67.9%
language of written messages · emote-only spam excluded from ES/EN
Audience overlap
- streamer_alpha34% shared
- streamer_beta21% shared
- streamer_gamma9% shared
- streamer_delta4% shared
shared active chatters · real version needs chat dumps of candidate streamers
Growth track
real version fetches channel history via twitchtracker / helix
Distortion2 stream analytics summary
Distortion2's Welcome to the Game III stream "Welcome to The Game 3 1337 MODE - Degen Gambling Resets" on Jul 18, 2026 generated 14,471 messages from 2,064 unique chatters (32.9 msgs/min average, peaking at 133/min). Sentiment ran 1,737 positive vs 176 negative, and the top keyword was "gamba" (×942). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.