FULL STREAM INTELLIGENCE · Streamer University
Jul 19, 2026 · VOD 2824168217
keyword lexicon heuristic · not a language model
177 emote msgs — ×6.8 the average
300 emote msgs — ×11.5 the average
381 emote msgs — ×14.5 the average
174 first-time chatters in one minute (raid-like influx)
242 emote msgs — ×9.2 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 364 | 1.00 | known | known bot account |
| fossabot | 94 | 1.00 | known | known bot account |
| streamelements | 64 | 1.00 | known | known bot account |
| cesspr1n | 78 | 0.55 | medium | 7 messages fired <2s apart · 6.9 msgs/min sustained |
| 2xd0m0 | 36 | 0.55 | medium | 18 messages fired <2s apart · 6.5 msgs/min sustained |
| xorosaxo | 27 | 0.55 | medium | 7 messages fired <2s apart · 27 msgs/min sustained |
| nyc_casey | 16 | 0.55 | medium | 4 messages fired <2s apart · 6.9 msgs/min sustained |
| mama_cerdito13 | 16 | 0.55 | medium | 3 messages fired <2s apart · 14.3 msgs/min sustained |
| pumpkinp1mp03 | 15 | 0.55 | medium | 3 messages fired <2s apart · 6.2 msgs/min sustained |
| mrsplashyfish | 14 | 0.55 | medium | 3 messages fired <2s apart · 14 msgs/min sustained |
| 9608116 | 14 | 0.55 | medium | 5 messages fired <2s apart · 11.7 msgs/min sustained |
| 2knownlt | 10 | 0.55 | medium | 3 messages fired <2s apart · 10 msgs/min sustained |
| thatmenbob | 15 | 0.45 | medium | repeated one message ×9 (60% of output) |
| alexsandoval7390 | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| jamyah20 | 10 | 0.45 | medium | repeated one message ×9 (90% of output) |
Fanum just went live! fanumspin
FOLLOW FANUM ON ALL SOCIALS |Main: https://www.youtube.com/FanumReacts MOREFANUM: https://www.youtube.com/@MoreFanum Liv
fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS
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GET @fanum TO 13K‼️‼️‼️‼️‼️‼️‼️‼️‼️‼️
MISS ALL YOUR CLASS LAST DAYYYY @fanum
| # | Chatter | Badges | Msgs | Activity 0m→127m | Share |
|---|---|---|---|---|---|
| 01 | Nightbot | MODBOT | 364 | 1.3% | |
| 02 | shackdeezy | MOD | 252 | 0.9% | |
| 03 | Darkrezzident | MOD | 172 | 0.6% | |
| 04 | careris7 | 140 | 0.5% | ||
| 05 | cggggjaycee | 139 | 0.5% | ||
| 06 | destinyyyy___ | VIP | 137 | 0.5% | |
| 07 | BAYBEEJOSLYN | 121 | 0.4% | ||
| 08 | yunny3005 | 116 | 0.4% | ||
| 09 | NotDurand | MOD | 115 | 0.4% | |
| 10 | hcc209 | 110 | 0.4% | ||
| 11 | jstarr_444 | 109 | 0.4% | ||
| 12 | alexis_tx23 | 105 | 0.4% | ||
| 13 | luissajche | 101 | 0.3% | ||
| 14 | MASNBANAN | MOD | 101 | 0.3% | |
| 15 | goldenhair_w | 100 | 0.3% | ||
| 16 | 210Prime | 97 | 0.3% | ||
| 17 | number1chatter | 96 | 0.3% | ||
| 18 | yazzjudyy | 95 | 0.3% | ||
| 19 | Fossabot | MODBOT | 94 | 0.3% | |
| 20 | healhope | 94 | 0.3% |
first-message arrivals · 0m → 127m
429 joined in the first 2 minutes = 7% of all chatters
Fanum just went live! fanumspin
FOLLOW FANUM ON ALL SOCIALS |Main: https://www.youtube.com/FanumReacts MOREFANUM: https://www.youtube.com/@MoreFanum Liv
fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS
fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fan
GET @fanum TO 13K‼️‼️‼️‼️‼️‼️‼️‼️‼️‼️
MISS ALL YOUR CLASS LAST DAYYYY @fanum
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 bbylonBb
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 Streamer
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | WANUM | ×240 | 96 | 0m→125m | VIRAL |
| 02 | FLEEEEEEEEEEET | ×182 | 1 | 0m→127m | NICHE |
| 03 | fanum with the fuckin cannon | ×125 | 1 | 0m→127m | NICHE |
| 04 | WWWW | ×102 | 77 | 0m→126m | VIRAL |
| 05 | RIP SUPD | ×102 | 54 | 4m→6m | VIRAL |
| 06 | WWWWW | ×100 | 81 | 0m→117m | VIRAL |
| 07 | wwww | ×87 | 75 | 0m→123m | VIRAL |
| 08 | wwwww | ×86 | 74 | 0m→127m | VIRAL |
| 09 | 🇲🇽🇲🇽🇲🇽🇲🇽🇲🇽🇲🇽 | ×82 | 56 | 32m→127m | VIRAL |
| 10 | W FANUM | ×73 | 59 | 3m→125m | VIRAL |
fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS
fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fan
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 bbylonBb
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 Streamer
WANUM INNIS BIH
WANUM WANUM WANUM
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
251 super-active users (3.9% of chatters) wrote 36% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | jayy_dcr | → | destinyyyy___ | 11 | |
| 02 | davo_th3don | → | fanum | 10 | |
| 03 | k41mon3y | → | fanum | 9 | |
| 04 | destinyyyy___ | → | jayy_dcr | 7 | |
| 05 | fossabot | → | fanumlive | 6 | |
| 06 | fossabot | → | morefanum | 5 | |
| 07 | fossabot | → | elfanumrd | 5 | |
| 08 | streamelements | → | fabianlive123123 | 5 | |
| 09 | ymfjuju | → | monkey_7oh7 | 5 | |
| 10 | fossabot | → | fanumgaming | 4 | |
| 11 | streamelements | → | secondarykodak | 4 | |
| 12 | letyanutzhangg | → | fanum | 4 |
Fanum just went live! fanumspin
FOLLOW FANUM ON ALL SOCIALS |Main: https://www.youtube.com/FanumReacts MOREFANUM: https://www.youtube.com/@MoreFanum Liv
fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS fanumHEARTS
fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fan
GET @fanum TO 13K‼️‼️‼️‼️‼️‼️‼️‼️‼️‼️
MISS ALL YOUR CLASS LAST DAYYYY @fanum
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 | ×40 | 2 | 0m→125m | BOT TIMER |
| CMD | !followage | ×32 | 25 | 1m→107m | ORGANIC |
| CMD | !watchtime | ×29 | 24 | 2m→123m | ORGANIC |
| LINK | youtube.com | ×25 | 1 | 1m→120m | BOT TIMER |
| LINK | discord.gg | ×9 | 1 | 0m→119m | BOT TIMER |
| CMD | !discord | ×8 | 8 | 0m→119m | ORGANIC |
| LINK | twitter.com | ×5 | 1 | 1m→120m | BOT TIMER |
| LINK | instagram.com | ×5 | 1 | 1m→120m | BOT TIMER |
| LINK | reddit.com | ×5 | 1 | 1m→120m | BOT TIMER |
| LINK | t.snapchat.com | ×5 | 1 | 1m→120m | BOT TIMER |
| CMD | !watch | ×4 | 3 | 12m→13m | ORGANIC |
| CMD | !gamble | ×3 | 3 | 10m→91m | ORGANIC |
| CMD | !time | ×3 | 3 | 11m→28m | ORGANIC |
| LINK | 7tv.app | ×3 | 1 | 11m→93m | 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
Fanum's Streamer University stream "i got fired... 🟡🔴 LAST DAY AT SU! !discord !socials" on Jul 19, 2026 generated 28,904 messages from 6,371 unique chatters (225.8 msgs/min average, peaking at 672/min). Sentiment ran 2,506 positive vs 518 negative, and the top keyword was "fanum" (×1250). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.