FULL STREAM INTELLIGENCE · Just Chatting
Jul 19, 2026 · VOD 2824108918
keyword lexicon heuristic · not a language model
75 first-time chatters in one minute (raid-like influx)
50 first-time chatters in one minute (raid-like influx)
106 first-time chatters in one minute (raid-like influx)
193 emote msgs — ×11.3 the average
43 first-time chatters in one minute (raid-like influx)
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 1,068 | 1.00 | known | known bot account |
| icharussteppe | 8 | 0.75 | high | repeated one message ×8 (100% of output) · 6 messages fired <2s apart |
| valsyni | 13 | 0.55 | medium | 12 messages fired <2s apart · 13 msgs/min sustained |
| wacky_viking | 12 | 0.55 | medium | 10 messages fired <2s apart · 7.4 msgs/min sustained |
| pandabear1205 | 39 | 0.45 | medium | repeated one message ×22 (56% of output) |
| mrmcflufflekins | 35 | 0.45 | medium | repeated one message ×18 (51% of output) |
| milspec4 | 25 | 0.45 | medium | repeated one message ×13 (52% of output) |
| ergodemon | 21 | 0.45 | medium | repeated one message ×11 (52% of output) |
| david_usgames | 20 | 0.45 | medium | repeated one message ×16 (80% of output) |
| aetherah | 14 | 0.45 | medium | repeated one message ×12 (86% of output) |
| huntergetzmusic | 12 | 0.45 | medium | repeated one message ×7 (58% of output) |
| musickey | 12 | 0.45 | medium | repeated one message ×6 (50% of output) |
| eyelesswolf | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| jinxyminxyexe | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| ravi369 | 9 | 0.45 | medium | repeated one message ×6 (67% of output) |
ironmouseLETSGOHYPE ironmouseSABERDANCE ironmouseLETSGOHYPE ironmouseSABERDANCE ironmouseLETSGOHYPE ironmouseSABERDANCE
@ironmouse hewo tetsunezumi nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 ne
@ironmouse I love the song Cry For Me
@ironmouse the song Cry For Me is so fucking good
@ironmouse You were talking about being able to see the concert still.
coffeelover1990 watched 3 consecutive streams and sparked a watch streak! hi @ironmouse
| # | Chatter | Badges | Msgs | Activity 0m→1007m | Share |
|---|---|---|---|---|---|
| 01 | SpookySoul | 1170 | 1.5% | ||
| 02 | Caius_SilvanusVT | 1097 | 1.4% | ||
| 03 | StreamElements | MODBOT | 1068 | 1.4% | |
| 04 | Vellyne | 850 | 1.1% | ||
| 05 | ralphibus | 849 | 1.1% | ||
| 06 | Agatharn | 836 | 1.1% | ||
| 07 | YIzDisSoHard | SUB | 790 | 1.0% | |
| 08 | ntegr8 | 780 | 1.0% | ||
| 09 | rheviel | 627 | 0.8% | ||
| 10 | ReptarAlex | MOD | 574 | 0.7% | |
| 11 | WallBroBart | 571 | 0.7% | ||
| 12 | CrocBox | 567 | 0.7% | ||
| 13 | GamingGuy9029 | 552 | 0.7% | ||
| 14 | fheteran | 550 | 0.7% | ||
| 15 | cloudrune_72 | 513 | 0.7% | ||
| 16 | weekndchiefs15 | 490 | 0.6% | ||
| 17 | EricRyland | 474 | 0.6% | ||
| 18 | nabil_xvx | 437 | 0.6% | ||
| 19 | papadan559 | 436 | 0.6% | ||
| 20 | fezzaf40 | 421 | 0.5% |
first-message arrivals · 0m → 1007m
113 joined in the first 2 minutes = 2% of all chatters
ironmouseLETSGOHYPE ironmouseSABERDANCE ironmouseLETSGOHYPE ironmouseSABERDANCE ironmouseLETSGOHYPE ironmouseSABERDANCE
@ironmouse hewo tetsunezumi nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 ne
@ironmouse I love the song Cry For Me
@ironmouse the song Cry For Me is so fucking good
@ironmouse You were talking about being able to see the concert still.
coffeelover1990 watched 3 consecutive streams and sparked a watch streak! hi @ironmouse
Chat Rules: Follow Twitch TOS. 18+ ONLY. Don't backseat mod. Respect Mouse, guests, mods, & chat. Don't promote/discuss/
WE CAN'T HEAR FUCKING CEASE
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | clappi | ×788 | 344 | 17m→1002m | VIRAL |
| 02 | ironmousePATS ironmousePATS ironmousePATS | ×457 | 212 | 16m→1007m | VIRAL |
| 03 | om ͏ | ×351 | 117 | 21m→994m | VIRAL |
| 04 | okie | ×326 | 162 | 15m→981m | VIRAL |
| 05 | ironmousePATS ironmousePATS ironmousePATS ironmousePATS | ×298 | 168 | 16m→1006m | VIRAL |
| 06 | KEKW | ×264 | 79 | 19m→983m | VIRAL |
| 07 | !enter | ×255 | 244 | 918m→974m | VIRAL |
| 08 | MONKA | ×253 | 93 | 75m→938m | VIRAL |
| 09 | ICANT | ×250 | 94 | 24m→965m | VIRAL |
| 10 | Listening | ×244 | 141 | 55m→1001m | VIRAL |
Chat Rules: Follow Twitch TOS. 18+ ONLY. Don't backseat mod. Respect Mouse, guests, mods, & chat. Don't promote/discuss/
WE CAN'T HEAR FUCKING CEASE
YES CAPTAIN?!!!!!!!
We can't hear
henyaDance henyaDance henyaDance henyaDance
CAN'T HEAR A WORD OF THIS
Deafge NANI
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
692 super-active users (11.8% of chatters) wrote 76% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | streamelements | → | the_wildcard_club | 128 | |
| 02 | shygghost | → | caius_silvanusvt | 20 | |
| 03 | caius_silvanusvt | → | shygghost | 20 | |
| 04 | streamelements | → | mouseclipsofficial | 17 | |
| 05 | streamelements | → | ironmouse | 17 | |
| 06 | nightmarecrow | → | ironmouse | 9 | |
| 07 | streambonker | → | ironmouse | 8 | |
| 08 | vellyne | → | caius_silvanusvt | 8 | |
| 09 | caius_silvanusvt | → | vellyne | 7 | |
| 10 | suppz_ | → | ironmouse | 7 | |
| 11 | vellyne | → | the_wildcard_club | 6 | |
| 12 | itskagivids | → | ironmouse | 6 |
ironmouseLETSGOHYPE ironmouseSABERDANCE ironmouseLETSGOHYPE ironmouseSABERDANCE ironmouseLETSGOHYPE ironmouseSABERDANCE
@ironmouse hewo tetsunezumi nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 ne
@ironmouse I love the song Cry For Me
@ironmouse the song Cry For Me is so fucking good
@ironmouse You were talking about being able to see the concert still.
coffeelover1990 watched 3 consecutive streams and sparked a watch streak! hi @ironmouse
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 |
|---|---|---|---|---|---|
| CMD | !enter | ×269 | 246 | 918m→974m | ORGANIC |
| LINK | youtube.com | ×202 | 2 | 7m→999m | BOT TIMER |
| CMD | !wcc | ×134 | 114 | 86m→999m | ORGANIC |
| LINK | tts.monster | ×90 | 1 | 13m→913m | BOT TIMER |
| LINK | merch.ironmouse.app | ×89 | 1 | 14m→1004m | BOT TIMER |
| LINK | rzr.to | ×68 | 1 | 2m→1003m | BOT TIMER |
| LINK | plasmahero.org | ×55 | 1 | 0m→1001m | BOT TIMER |
| LINK | pptaglobal.org | ×55 | 1 | 0m→1001m | BOT TIMER |
| LINK | checkout.conventions.leapevent.tech | ×55 | 1 | 6m→993m | BOT TIMER |
| CMD | !impulse | ×46 | 14 | 9m→945m | ORGANIC |
| LINK | maestro.tv | ×45 | 1 | 9m→945m | BOT TIMER |
| LINK | apari-shop.com | ×41 | 1 | 2m→1002m | BOT TIMER |
| LINK | ohmonah.shop | ×41 | 1 | 13m→1003m | BOT TIMER |
| LINK | hottopic.com | ×41 | 1 | 15m→990m | BOT TIMER |
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
ironmouse's Just Chatting stream "Iron-Tenno back at it again in Warframe | #ad | !warframe | | !impulse | !ohmonah | !cheeky | !starforge | !razer" on Jul 19, 2026 generated 76,851 messages from 5,860 unique chatters (76.2 msgs/min average, peaking at 539/min). Sentiment ran 3,204 positive vs 369 negative, and the top keyword was "mouse" (×2062). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.