FULL STREAM INTELLIGENCE · Just Chatting
Jul 13, 2026 · VOD 2819216549
keyword lexicon heuristic · not a language model
136 emote msgs — ×8.3 the average
96 first-time chatters in one minute (raid-like influx)
90 first-time chatters in one minute (raid-like influx)
152 emote msgs — ×9.3 the average
153 emote msgs — ×9.3 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 628 | 1.00 | known | known bot account |
| japanhaci | 10 | 1.00 | high | repeated one message ×5 (50% of output) · 9 messages fired <2s apart · 10 msgs/min sustained |
| marco_mi | 13 | 0.75 | high | repeated one message ×9 (69% of output) · 8 messages fired <2s apart |
| gemivardi8 | 17 | 0.45 | medium | repeated one message ×12 (71% of output) |
| zn_davyr | 16 | 0.45 | medium | repeated one message ×9 (56% of output) |
| negromanete | 13 | 0.45 | medium | repeated one message ×7 (54% of output) |
| giuseppecappuccio | 10 | 0.45 | medium | repeated one message ×6 (60% of output) |
| odioirandom | 9 | 0.45 | medium | repeated one message ×7 (78% of output) |
| ludowine | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| fedeforte8 | 8 | 0.45 | medium | repeated one message ×5 (63% of output) |
| rico_0x | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| andrygaming03 | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| il_depresso_di_twitch97 | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
| lukee_8 | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
| maxbuble | 5 | 0.45 | medium | repeated one message ×5 (100% of output) |
@sasso__michealjackson mi dispiace
tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance
ti ricordi che mandavi l'email per i sub ? @Tumblurr
@Tumblurr pierpablo ha fatto anche una su cicciogamer
ma PERCHE MI È ARRIVATO IL MESSAGGIO HE. E MICHEAL JACKSON E NON LA SOLITA? @tumblurr
TRA QUANTO SI RIFA IL TORNEO FALSISTICO LO AMO @Tumblurr
| # | Chatter | Badges | Msgs | Activity 0m→364m | Share |
|---|---|---|---|---|---|
| 01 | GinoGirino_ | 1273 | 3.4% | ||
| 02 | moscotts | MOD | 963 | 2.6% | |
| 03 | mircotears | MOD | 630 | 1.7% | |
| 04 | StreamElements | MODBOT | 628 | 1.7% | |
| 05 | zeus_stars_op | 436 | 1.2% | ||
| 06 | xvalee2810_michealjackson | 418 | 1.1% | ||
| 07 | callmemago_7 | 275 | 0.7% | ||
| 08 | Hikikomario_ | 236 | 0.6% | ||
| 09 | g3nny11 | 224 | 0.6% | ||
| 10 | croccobillooo | 204 | 0.5% | ||
| 11 | samus_19_ | 201 | 0.5% | ||
| 12 | nonextz | 197 | 0.5% | ||
| 13 | jackvescovo10 | 197 | 0.5% | ||
| 14 | valesaliness | 196 | 0.5% | ||
| 15 | sabl1c | 194 | 0.5% | ||
| 16 | OBISLUNG | 187 | 0.5% | ||
| 17 | yvvmy | 179 | 0.5% | ||
| 18 | buzz3033 | 178 | 0.5% | ||
| 19 | ilverodavide | 175 | 0.5% | ||
| 20 | sborraa_michaeljackson | 159 | 0.4% |
first-message arrivals · 0m → 364m
247 joined in the first 2 minutes = 4% of all chatters
@sasso__michealjackson mi dispiace
tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance
ti ricordi che mandavi l'email per i sub ? @Tumblurr
@Tumblurr pierpablo ha fatto anche una su cicciogamer
ma PERCHE MI È ARRIVATO IL MESSAGGIO HE. E MICHEAL JACKSON E NON LA SOLITA? @tumblurr
TRA QUANTO SI RIFA IL TORNEO FALSISTICO LO AMO @Tumblurr
cambia maglietta @Tumblurr
tumbluEmotedelmarzone tumbluEmotedelmarzone tumbluEmotedelmarzone tumbluEmotedelmarzone tumbluEmotedelmarzone tumbluEmot
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | KEKW | ×473 | 143 | 2m→362m | VIRAL |
| 02 | ICANT | ×299 | 43 | 2m→364m | VIRAL |
| 03 | ROAR | ×295 | 163 | 0m→293m | VIRAL |
| 04 | DANCE | ×201 | 70 | 0m→342m | VIRAL |
| 05 | ❤️ FINALMENTE il Telegram SOLO SUB della STALLA! ❤️Entra a fare amicizie QUI https://entermy.group/?LaStalla | ×182 | 1 | 1m→363m | NICHE |
| 06 | AURA | ×164 | 126 | 0m→355m | VIRAL |
| 07 | Clap | ×135 | 94 | 8m→282m | VIRAL |
| 08 | aura | ×131 | 106 | 1m→358m | VIRAL |
| 09 | tumbluClown tumbluClown tumbluClown tumbluClown tumbluClown tumbluClown | ×126 | 65 | 58m→239m | VIRAL |
| 10 | 1. Non spammare (inclusi i simboli) 2. No razzismo/sessismo 3. No caps 4. No flame 5. Non muri di testo immensi 6. Non nominare altri streamer. 7. No politica 8. No spoiler (serie tv, film, partite, ecc) 9. No song request! 10. Non scrivere colorato 11. Non scrivere "mi hai scammato la sub" 12. Non chiedere sub gift 13. se la legge ti punta il ferro scappa più veloce del vento | ×122 | 1 | 1m→364m | NICHE |
tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance
tumbluEmotedelmarzone tumbluEmotedelmarzone tumbluEmotedelmarzone tumbluEmotedelmarzone tumbluEmotedelmarzone tumbluEmot
peshRed peshRed peshRed tumbluClown tumbluClown tumbluClown tumbluClown tumbluClown
si, a occhio son 200
tumbluClown tumbluClown tumbluClown tumbluClown tumbluClown tumbluClown
tumbluClown tumbluClown tumbluClown tumbluClown tumbluClown tumbluClown tumbluClown tumbluClown
@asuksei4L perché non ti guardi la live?
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
360 super-active users (6.5% of chatters) wrote 59% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | mircotears_jacksonsurico | → | mircotears | 39 | |
| 02 | antonio05j | → | valesaliness | 28 | |
| 03 | lynxie_michealjackson | → | mircotears | 25 | |
| 04 | mircotears | → | mircotears_jacksonsurico | 24 | |
| 05 | lynxie_michealjackson | → | moscotts | 22 | |
| 06 | ilsimpaticoneditwich1 | → | mircotears | 21 | |
| 07 | mircotears | → | lynxie_michealjackson | 19 | |
| 08 | valesaliness | → | antonio05j | 17 | |
| 09 | driedbarrel97_ | → | tumblurr | 16 | |
| 10 | mircotears | → | ilsimpaticoneditwich1 | 14 | |
| 11 | streamelements | → | moscotts | 14 | |
| 12 | mircotears | → | btz_alessandraa | 13 |
@sasso__michealjackson mi dispiace
tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance tumbluDance
ti ricordi che mandavi l'email per i sub ? @Tumblurr
@Tumblurr pierpablo ha fatto anche una su cicciogamer
ma PERCHE MI È ARRIVATO IL MESSAGGIO HE. E MICHEAL JACKSON E NON LA SOLITA? @tumblurr
TRA QUANTO SI RIFA IL TORNEO FALSISTICO LO AMO @Tumblurr
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 | entermy.group | ×187 | 1 | 1m→363m | BOT TIMER |
| LINK | twitch.tv | ×123 | 4 | 1m→354m | BOT TIMER |
| CMD | !prime | ×95 | 63 | 1m→354m | ORGANIC |
| LINK | claude.ai | ×73 | 5 | 17m→352m | ORGANIC |
| CMD | !redbull | ×46 | 42 | 7m→334m | ORGANIC |
| LINK | wehy.pe | ×25 | 1 | 0m→360m | BOT TIMER |
| CMD | !sub | ×23 | 13 | 1m→284m | ORGANIC |
| CMD | !setgame | ×15 | 2 | 74m→363m | ORGANIC |
| CMD | !discord | ×11 | 5 | 5m→284m | ORGANIC |
| LINK | discord.gg | ×11 | 1 | 5m→284m | BOT TIMER |
| CMD | !ita | ×7 | 6 | 49m→148m | ORGANIC |
| LINK | instagram.com | ×6 | 2 | 1m→320m | BOT TIMER |
| LINK | ed0.it | ×6 | 2 | 73m→232m | BOT TIMER |
| CMD | !telegram | ×5 | 4 | 5m→187m | 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
Tumblurr's Just Chatting stream "🏆😱TORNEO DEL PORC*DIO 10😈🙏" on Jul 13, 2026 generated 37,269 messages from 5,533 unique chatters (102.1 msgs/min average, peaking at 477/min). Sentiment ran 1,859 positive vs 309 negative, and the top keyword was "roar" (×5286). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.