FULL STREAM INTELLIGENCE · Just Chatting
Jul 18, 2026 · VOD 2823037292
keyword lexicon heuristic · not a language model
no >0.25 swings detected
19 emote msgs — ×3.6 the average
442 msgs — ×3.5 the stream average
199 first-time chatters in one minute (raid-like influx)
578 msgs — ×4.6 the stream average
16 emote msgs — ×3 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 38 | 1.00 | known | known bot account |
| streamelements | 14 | 1.00 | known | known bot account |
| iitssguchi420 | 24 | 0.75 | high | repeated one message ×13 (54% of output) · 3 messages fired <2s apart |
| ilovedrake6 | 27 | 0.55 | medium | 3 messages fired <2s apart · 11.3 msgs/min sustained |
| paige_schwartz1234 | 15 | 0.55 | medium | 3 messages fired <2s apart · 15 msgs/min sustained |
| elaaa515 | 6 | 0.45 | medium | repeated one message ×5 (83% of output) |
| sonnywired | 5 | 0.45 | medium | repeated one message ×5 (100% of output) |
| notlitboy | 5 | 0.45 | medium | repeated one message ×4 (80% of output) |
YOOOOO
Saturday school ? @adapt
pokeisHappySkeletonDance pokeisHappySkeletonDance pokeisHappySkeletonDance pokeisHappySkeletonDance pokeisHappySkeletonD
Follow my socials if you have not already! Youtube: https://www.youtube.com/@FaZeAdaptLive Twitter: https://twitter.com/
adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon ada
Lol string theory? Okay
| # | Chatter | Badges | Msgs | Activity 0m→71m | Share |
|---|---|---|---|---|---|
| 01 | classysupreme13 | 238 | 2.6% | ||
| 02 | makunga420 | SUB | 131 | 1.4% | |
| 03 | Cloaks_Son_ | SUB | 98 | 1.1% | |
| 04 | brendy21 | 93 | 1.0% | ||
| 05 | Darkrezzident | VIP | 92 | 1.0% | |
| 06 | SheroOfficial | 82 | 0.9% | ||
| 07 | ice__cold__ | 82 | 0.9% | ||
| 08 | Erkii1 | MOD | 79 | 0.9% | |
| 09 | messygirl84 | SUB | 77 | 0.8% | |
| 10 | fullnrgy | 76 | 0.8% | ||
| 11 | ftps_ | SUB | 70 | 0.8% | |
| 12 | cupof__chai | 67 | 0.7% | ||
| 13 | m6dh6v | 65 | 0.7% | ||
| 14 | CorzaOG | 60 | 0.7% | ||
| 15 | wittekspiker | 56 | 0.6% | ||
| 16 | doom0stritch | SUB | 55 | 0.6% | |
| 17 | KRISPY1418 | 53 | 0.6% | ||
| 18 | OpTicDro | 52 | 0.6% | ||
| 19 | ErrorTTV | 49 | 0.5% | ||
| 20 | vicwxld | SUB | 48 | 0.5% |
first-message arrivals · 0m → 71m
361 joined in the first 2 minutes = 17% of all chatters
YOOOOO
Saturday school ? @adapt
pokeisHappySkeletonDance pokeisHappySkeletonDance pokeisHappySkeletonDance pokeisHappySkeletonDance pokeisHappySkeletonD
Follow my socials if you have not already! Youtube: https://www.youtube.com/@FaZeAdaptLive Twitter: https://twitter.com/
adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon ada
Lol string theory? Okay
explain the sea to. ok. to them
MUCH SUPPORT FROM EGYPT
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | daddy | ×37 | 29 | 0m→60m | VIRAL |
| 02 | DADDY | ×31 | 26 | 0m→58m | VIRAL |
| 03 | WW STREAM | ×27 | 20 | 61m→71m | VIRAL |
| 04 | LMAO | ×26 | 19 | 1m→69m | VIRAL |
| 05 | DEAL | ×26 | 23 | 59m→67m | VIRAL |
| 06 | L ads | ×24 | 14 | 10m→66m | VIRAL |
| 07 | WWWW | ×23 | 17 | 0m→71m | VIRAL |
| 08 | OOOO | ×23 | 16 | 0m→70m | VIRAL |
| 09 | WW SA | ×22 | 19 | 5m→29m | VIRAL |
| 10 | Cinema | ×22 | 16 | 9m→25m | VIRAL |
pokeisHappySkeletonDance pokeisHappySkeletonDance pokeisHappySkeletonDance pokeisHappySkeletonDance pokeisHappySkeletonD
adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon ada
Lol string theory? Okay
explain the sea to. ok. to them
MUCH SUPPORT FROM EGYPT
GoldPLZ GoldPLZ GoldPLZ GoldPLZ GoldPLZ GoldPLZ dada
no one pulling up gg
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
72 super-active users (3.4% of chatters) wrote 36% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | fossabot | → | fazeadaptlive | 11 | |
| 02 | aaaraj | → | adapt | 8 | |
| 03 | cloaks_son_ | → | jwana02 | 6 | |
| 04 | ice__cold__ | → | purkvn | 5 | |
| 05 | fossabot | → | fazeadapt | 5 | |
| 06 | fossabot | → | adaptsnaps | 5 | |
| 07 | violetx8 | → | adapt | 5 | |
| 08 | raidenian12 | → | cloaks_son_ | 4 | |
| 09 | makunga420 | → | adapt | 4 | |
| 10 | dortmund2027uclchamps | → | adapt | 3 | |
| 11 | luciferarkz | → | adapt | 3 | |
| 12 | wittekspiker | → | adapt | 3 |
YOOOOO
Saturday school ? @adapt
pokeisHappySkeletonDance pokeisHappySkeletonDance pokeisHappySkeletonDance pokeisHappySkeletonDance pokeisHappySkeletonD
Follow my socials if you have not already! Youtube: https://www.youtube.com/@FaZeAdaptLive Twitter: https://twitter.com/
adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon adapt2Pigeon ada
Lol string theory? Okay
This is the exact image link unfurlers render when this stream is shared.
↓ Download card (1200×630)no viewer track captured
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | twitch.tv | ×26 | 4 | 2m→67m | BOT TIMER |
| LINK | youtube.com | ×11 | 1 | 2m→64m | BOT TIMER |
| LINK | twitter.com | ×5 | 1 | 2m→64m | BOT TIMER |
| LINK | instagram.com | ×5 | 1 | 2m→64m | BOT TIMER |
| LINK | tiktok.com | ×5 | 1 | 2m→64m | BOT TIMER |
| LINK | snapchat.com | ×5 | 1 | 2m→64m | BOT TIMER |
| CMD | !sub | ×4 | 3 | 12m→27m | ORGANIC |
| CMD | !prime | ×4 | 3 | 12m→36m | ORGANIC |
| LINK | twitch.amazon.com | ×4 | 1 | 12m→36m | BOT TIMER |
| LINK | 7tv.app | ×3 | 1 | 9m→59m | BOT TIMER |
| CMD | !vape | ×3 | 3 | 22m→23m | ORGANIC |
| CMD | !discord | ×2 | 2 | 4m→69m | ORGANIC |
| CMD | !time | ×2 | 2 | 6m→36m | ORGANIC |
| CMD | !following | ×1 | 1 | 3m→3m | ORGANIC |
language of written messages · emote-only spam excluded from ES/EN
shared active chatters · real version needs chat dumps of candidate streamers
real version fetches channel history via twitchtracker / helix
Adapt's Just Chatting stream "🔴 PROFESSOR ADAPT 🔴 TEACHING AT STREAMER UNIVERSITY 🔴 THE MOST STUDIOUS 🔴" on Jul 18, 2026 generated 9,061 messages from 2,106 unique chatters (125.8 msgs/min average, peaking at 578/min). Sentiment ran 1,383 positive vs 125 negative, and the top keyword was "adapt" (×399). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.