FULL STREAM INTELLIGENCE · Just Chatting
Jul 16, 2026 · VOD 2821432413
keyword lexicon heuristic · not a language model
no >0.25 swings detected
61 first-time chatters in one minute (raid-like influx)
25 emote msgs — ×2.9 the average
64 first-time chatters in one minute (raid-like influx)
22 emote msgs — ×2.6 the average
61 emote msgs — ×7.1 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 310 | 1.00 | known | known bot account |
| fake_orgz | 22 | 0.75 | high | repeated one message ×12 (55% of output) · 8 messages fired <2s apart |
| naomild1 | 92 | 0.55 | medium | 29 messages fired <2s apart · 7.5 msgs/min sustained |
| necrsa | 24 | 0.55 | medium | 18 messages fired <2s apart · 24 msgs/min sustained |
| ts_polina_offic | 11 | 0.45 | medium | repeated one message ×6 (55% of output) |
| xqwlixx | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| drofoll | 9 | 0.45 | medium | repeated one message ×8 (89% of output) |
| v3n4ik_ | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| goshaie | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
| ticktakimus122 | 6 | 0.45 | medium | repeated one message ×4 (67% of output) |
| esvi1ma | 6 | 0.45 | medium | repeated one message ×4 (67% of output) |
| vor_w_tapkax | 6 | 0.45 | medium | repeated one message ×4 (67% of output) |
| evro_goose | 5 | 0.45 | medium | repeated one message ×4 (80% of output) |
Ку
@mafanyaking Давай тогда клип смотреть
@mafanyaking твой видос Жмиль смотрит
БЛЯ ЗЕЛЯ ДАЙ ЕМУ МУКУ ПШЕНИЧНУЮ ХЛЕБОПЕКАРНУЮ @mafanyaking
@mafanyaking Го клип пока посмотрим
@mafanyaking НУ ДАВАЙ КЛИП ЧЕКНЕМ ПОКА
| # | Chatter | Badges | Msgs | Activity 0m→69m | Share |
|---|---|---|---|---|---|
| 01 | StreamElements | MODBOT | 310 | 2.5% | |
| 02 | yasha_nelavash | 140 | 1.1% | ||
| 03 | s0salkiiin | 134 | 1.1% | ||
| 04 | Igor__Kxodyk | MOD | 125 | 1.0% | |
| 05 | x1m1s33 | SUB | 122 | 1.0% | |
| 06 | flozixx_legion | SUB | 121 | 1.0% | |
| 07 | yolloo45 | 120 | 1.0% | ||
| 08 | miroedi | 113 | 0.9% | ||
| 09 | otstoinert | SUB | 110 | 0.9% | |
| 10 | ribaofficial | VIP | 101 | 0.8% | |
| 11 | tyw_4 | 99 | 0.8% | ||
| 12 | probelichertachka | SUBVIP | 92 | 0.8% | |
| 13 | naomild1 | 92 | 0.8% | ||
| 14 | NikitKinNikita | 91 | 0.7% | ||
| 15 | alinasv7 | MOD | 91 | 0.7% | |
| 16 | sancho1338 | SUB | 84 | 0.7% | |
| 17 | komeynaya | 84 | 0.7% | ||
| 18 | uibansexsev | 83 | 0.7% | ||
| 19 | rimalemale | 75 | 0.6% | ||
| 20 | rylo812 | 74 | 0.6% |
first-message arrivals · 0m → 69m
390 joined in the first 2 minutes = 21% of all chatters
Ку
@mafanyaking Давай тогда клип смотреть
@mafanyaking твой видос Жмиль смотрит
БЛЯ ЗЕЛЯ ДАЙ ЕМУ МУКУ ПШЕНИЧНУЮ ХЛЕБОПЕКАРНУЮ @mafanyaking
@mafanyaking Го клип пока посмотрим
@mafanyaking НУ ДАВАЙ КЛИП ЧЕКНЕМ ПОКА
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | !ватч | ×117 | 86 | 12m→68m | VIRAL |
| 02 | Мафа https://t.me/toxiclegion Неког https://t.me/n3koglai1337 Леня https://t.me/lenyapudge322 Зеля https://t.me/opa_da_squad Коляка https://www.twitch.tv/k0lyaka1 | ×60 | 1 | 8m→65m | NICHE |
| 03 | АНУБИС | ×43 | 36 | 54m→58m | VIRAL |
| 04 | ЗАПУСКАЙ | ×40 | 36 | 56m→57m | VIRAL |
| 05 | Залетай на GGDROP и крути колесо фортуны с кодом U4TG98K А ещё лови +9% к депу по промику MAFA.Топовый инвентарь ждет —-> https://ggdrop.art/mafanya | ×34 | 1 | 2m→68m | NICHE |
| 06 | ⚡️17:30 Наушники Некоглай и Зеля⚡️19:00 Конец | ×33 | 1 | 2m→62m | NICHE |
| 07 | ХАХАХАХА | ×26 | 20 | 1m→65m | VIRAL |
| 08 | соль | ×24 | 21 | 28m→58m | VIRAL |
| 09 | <3 <3 <3 | ×21 | 17 | 54m→69m | VIRAL |
| 10 | !расписание | ×20 | 20 | 2m→67m | VIRAL |
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha
mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha
mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha
mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha
mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha
mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha mafany1Haha
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
132 super-active users (7.0% of chatters) wrote 51% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | otstoinert | → | s0salkiiin | 40 | |
| 02 | probelichertachka | → | s0salkiiin | 34 | |
| 03 | otstoinert | → | probelichertachka | 31 | |
| 04 | s0salkiiin | → | probelichertachka | 30 | |
| 05 | probelichertachka | → | otstoinert | 27 | |
| 06 | s0salkiiin | → | otstoinert | 21 | |
| 07 | streamelements | → | 1026037 | 12 | |
| 08 | mishazoj | → | mafanyaking | 8 | |
| 09 | loxoloxosks | → | mafanyaking | 5 | |
| 10 | grishechka_dota | → | mafanyaking | 4 | |
| 11 | 1yahoooo | → | alinasv7 | 4 | |
| 12 | streamelements | → | vbloody_hand | 4 |
Ку
@mafanyaking Давай тогда клип смотреть
@mafanyaking твой видос Жмиль смотрит
БЛЯ ЗЕЛЯ ДАЙ ЕМУ МУКУ ПШЕНИЧНУЮ ХЛЕБОПЕКАРНУЮ @mafanyaking
@mafanyaking Го клип пока посмотрим
@mafanyaking НУ ДАВАЙ КЛИП ЧЕКНЕМ ПОКА
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 | t.me | ×279 | 2 | 8m→68m | ORGANIC |
| LINK | twitch.tv | ×60 | 1 | 8m→65m | ORGANIC |
| LINK | ggdrop.art | ×34 | 1 | 2m→68m | BOT TIMER |
| CMD | !watch | ×18 | 16 | 25m→68m | ORGANIC |
| LINK | lolz.link | ×15 | 1 | 4m→67m | BOT TIMER |
| LINK | youtube.com | ×5 | 1 | 16m→54m | ORGANIC |
| LINK | vk.com | ×5 | 1 | 16m→54m | ORGANIC |
| CMD | !watchtime | ×3 | 1 | 63m→64m | ORGANIC |
| CMD | !tg | ×2 | 2 | 1m→26m | ORGANIC |
| CMD | !cam2 | ×2 | 2 | 28m→63m | ORGANIC |
| CMD | !cam | ×2 | 2 | 59m→61m | ORGANIC |
| LINK | mifa.world | ×1 | 1 | 8m→8m | ORGANIC |
| CMD | !cam3 | ×1 | 1 | 63m→63m | 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
mafanyaking's Just Chatting stream "24-часовой стрим \ наушники с @n3koglai @zelyaass и @k0lyaka1 | !тг !донат !предложка !расписание" on Jul 16, 2026 generated 12,263 messages from 1,894 unique chatters (175.2 msgs/min average, peaking at 618/min). Sentiment ran 18 positive vs 32 negative, and the top keyword was "https" (×399). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.