FULL STREAM INTELLIGENCE · Dota 2
Jul 20, 2026 · VOD 2824604370
keyword lexicon heuristic · not a language model
no >0.25 swings detected
7 emote msgs — ×6.6 the average
15 emote msgs — ×14.2 the average
110 first-time chatters in one minute (raid-like influx)
523 msgs — ×7.5 the stream average
524 msgs — ×7.5 the stream average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 820 | 1.00 | known | known bot account |
| nightbot | 178 | 1.00 | known | known bot account |
| sani_rampage67 | 19 | 0.75 | high | repeated one message ×11 (58% of output) · 5 messages fired <2s apart |
| famikibk | 21 | 0.55 | medium | 10 messages fired <2s apart · 21 msgs/min sustained |
| gsanozjbenz | 18 | 0.55 | medium | 5 messages fired <2s apart · 6.4 msgs/min sustained |
| ponchik8796 | 17 | 0.55 | medium | 6 messages fired <2s apart · 7 msgs/min sustained |
| sla1zzz0 | 12 | 0.55 | medium | 7 messages fired <2s apart · 12 msgs/min sustained |
| wonderfulwave | 10 | 0.55 | medium | 4 messages fired <2s apart · 8.7 msgs/min sustained |
| niceqanixess23 | 21 | 0.45 | medium | repeated one message ×15 (71% of output) |
| potalab | 19 | 0.45 | medium | repeated one message ×18 (95% of output) |
| pozer_77 | 17 | 0.45 | medium | repeated one message ×15 (88% of output) |
| p0tal5 | 15 | 0.45 | medium | repeated one message ×8 (53% of output) |
| ramavaka52 | 15 | 0.45 | medium | repeated one message ×11 (73% of output) |
| alpyz_z | 14 | 0.45 | medium | repeated one message ×7 (50% of output) |
| zupercelshkubida | 12 | 0.45 | medium | repeated one message ×10 (83% of output) |
ку
ЗДАРОВА АЛКАШ, КАК ТЕБЯ ВЧЕРА ПАЦЫКИ ОТЖАРИЛИ @avice
где диван @avice
@avice ОТКРОЙ КВОРТЕРО
Ку тыща, куда делась стриптизерша слева ?@avice
@avice оффни стрим если не чсв 67
| # | Chatter | Badges | Msgs | Activity 0m→361m | Share |
|---|---|---|---|---|---|
| 01 | Fossabot | MODBOT | 820 | 3.2% | |
| 02 | 6_macan_7 | 327 | 1.3% | ||
| 03 | angels1ay | 317 | 1.2% | ||
| 04 | neverdie0_0 | MOD | 300 | 1.2% | |
| 05 | stormblazzko | SUB | 234 | 0.9% | |
| 06 | zerosecons | 188 | 0.7% | ||
| 07 | vqmpirshaaa | SUB | 179 | 0.7% | |
| 08 | Nightbot | MODBOT | 178 | 0.7% | |
| 09 | pisun6767676767 | 163 | 0.6% | ||
| 10 | wwiuww | 155 | 0.6% | ||
| 11 | areokt | SUBVIP | 144 | 0.6% | |
| 12 | nsx0_o | 142 | 0.6% | ||
| 13 | v88mp | 137 | 0.5% | ||
| 14 | n1gel1337 | MOD | 128 | 0.5% | |
| 15 | yarus888 | 128 | 0.5% | ||
| 16 | dxdp82 | 117 | 0.5% | ||
| 17 | ogurecogur | 109 | 0.4% | ||
| 18 | darixkk_c | 108 | 0.4% | ||
| 19 | myster1ous222 | 106 | 0.4% | ||
| 20 | ne_cloudhates | 101 | 0.4% |
first-message arrivals · 0m → 361m
169 joined in the first 2 minutes = 4% of all chatters
ку
ЗДАРОВА АЛКАШ, КАК ТЕБЯ ВЧЕРА ПАЦЫКИ ОТЖАРИЛИ @avice
где диван @avice
@avice ОТКРОЙ КВОРТЕРО
Ку тыща, куда делась стриптизерша слева ?@avice
@avice оффни стрим если не чсв 67
привет темич люблю тебя
КУ ТЕМИЧ @avice zxc
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | Первый крутой tg - t.me/aviciixd второй крутой bet tg - t.me/avicebets | ×130 | 1 | 6m→361m | NICHE |
| 02 | ку ͏ | ×108 | 30 | 0m→12m | VIRAL |
| 03 | СТАВКА ALARM F5 | ×96 | 1 | 16m→254m | NICHE |
| 04 | .... | ×86 | 57 | 2m→358m | VIRAL |
| 05 | факт | ×77 | 63 | 14m→340m | VIRAL |
| 06 | ку ку | ×64 | 20 | 3m→12m | VIRAL |
| 07 | Фармить на Шанхай проще с картой Пэй. Переходите по ссылке или открывайте приложение Яндекс Пэй, активируйте участие, а затем выполните условия и получите шанс поехать на The International с Team Yandex https://clck.ru/3UXw4Z Erid=CQH36pWzJqCc6bYS1XZcRVQfjV3hNiey6eH7oa18mEnooy Реклама ООО ФПТ 9705212635 | ×56 | 1 | 352m→361m | NICHE |
| 08 | череп | ×50 | 42 | 1m→347m | VIRAL |
| 09 | здарова | ×48 | 35 | 0m→211m | VIRAL |
| 10 | 1 - 3 | ×47 | 1 | 198m→251m | NICHE |
привет темич люблю тебя
КУ ТЕМИЧ @avice zxc
проголосавал(а) за удаление аккаунта ͏
@avice ДАРОВА ТЕМЫЧЧЧЧ У МЕНЯ ДЕНЬ РОЖДЕНИЯ 20 ЛЕТ СТАЛО! То шо чопер поздравил это жоска победитель как бы
Дарова @avice
Я КУПИЛ ЕГО ЧТОБЫ ОН ЭТО СКАЗАЛ ͏
чо билдить на кеза?чо билдить на кеза?чо билдить на кеза?чо билдить на кеза?чо билдить на кеза?чо билдить на кеза?чо бил
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
241 super-active users (5.8% of chatters) wrote 48% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | escortcommunityy | → | yup1ttf | 118 | |
| 02 | fkn_goose | → | yup1ttf | 117 | |
| 03 | wwiuww | → | avice | 85 | |
| 04 | ne_cloudhates | → | avice | 80 | |
| 05 | d1rect0_r | → | yup1ttf | 65 | |
| 06 | chopperozavro | → | yup1ttf | 63 | |
| 07 | markusha_17 | → | yup1ttf | 52 | |
| 08 | ogurecogur | → | avice | 45 | |
| 09 | leprekon91 | → | yup1ttf | 39 | |
| 10 | lmvswag666 | → | yup1ttf | 39 | |
| 11 | deviantww | → | avice | 38 | |
| 12 | aidaxa | → | avice | 37 |
ку
ЗДАРОВА АЛКАШ, КАК ТЕБЯ ВЧЕРА ПАЦЫКИ ОТЖАРИЛИ @avice
где диван @avice
@avice ОТКРОЙ КВОРТЕРО
Ку тыща, куда делась стриптизерша слева ?@avice
@avice оффни стрим если не чсв 67
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 | !wl | ×222 | 171 | 27m→361m | ORGANIC |
| LINK | clck.ru | ×103 | 1 | 23m→361m | BOT TIMER |
| LINK | betboom.ru | ×66 | 1 | 13m→361m | BOT TIMER |
| LINK | twitch.tv | ×56 | 17 | 23m→359m | BOT TIMER |
| LINK | yo-ru.ru | ×49 | 1 | 20m→361m | BOT TIMER |
| LINK | vk.cc | ×29 | 1 | 23m→350m | BOT TIMER |
| LINK | jeetbot.cc | ×18 | 1 | 4m→288m | BOT TIMER |
| CMD | !tg | ×15 | 3 | 6m→362m | BOT TIMER |
| CMD | !mmr | ×14 | 14 | 22m→358m | ORGANIC |
| CMD | !ec | ×11 | 2 | 30m→361m | ORGANIC |
| CMD | !followage | ×10 | 10 | 7m→261m | ORGANIC |
| CMD | !1080 | ×8 | 8 | 4m→288m | ORGANIC |
| LINK | telegram.me | ×8 | 1 | 45m→297m | BOT TIMER |
| LINK | youtu.be | ×7 | 1 | 190m→199m | 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
avice's Dota 2 stream "15k mmr top 150 eu ladder tryhard only !!!!! !путьвкиберспорт !тимспиритжди !BETBOOM !tg" on Jul 20, 2026 generated 25,386 messages from 4,122 unique chatters (70.1 msgs/min average, peaking at 562/min). Sentiment ran 41 positive vs 44 negative, and the top keyword was "темыч" (×1082). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.