FULL STREAM INTELLIGENCE · VALORANT
Jul 16, 2026 · VOD 2821630150
keyword lexicon heuristic · not a language model
14 emote msgs — ×5.5 the average
34 first-time chatters in one minute (raid-like influx)
21 emote msgs — ×8.2 the average
273 msgs — ×6 the stream average
36 first-time chatters in one minute (raid-like influx)
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 589 | 1.00 | known | known bot account |
| badeschnitzele | 12 | 0.45 | medium | repeated one message ×7 (58% of output) |
| yumekoo21 | 12 | 0.45 | medium | repeated one message ×6 (50% of output) |
OOOO
@tarik 2018 c9 gang beat #1 NA team for enc quals
@tarik old c9 roster beat NA #1 team for ENC quals
@tarik do you everrr plan to show chat your amazing streaming/gaming setup?
@tarik why you not watching streamer u bro
watch somcs shanks scrims @tarik
| # | Chatter | Badges | Msgs | Activity 0m→431m | Share |
|---|---|---|---|---|---|
| 01 | dexterityCS | MOD | 731 | 3.7% | |
| 02 | Fossabot | MODBOT | 589 | 3.0% | |
| 03 | IcyVanilla123 | MOD | 474 | 2.4% | |
| 04 | RishVal_ | 362 | 1.9% | ||
| 05 | natural69r | 312 | 1.6% | ||
| 06 | teddiio | MOD | 303 | 1.5% | |
| 07 | beyond3005 | MOD | 296 | 1.5% | |
| 08 | abey_kr | SUB | 262 | 1.3% | |
| 09 | MythoG2 | 256 | 1.3% | ||
| 10 | katsoclassic | 256 | 1.3% | ||
| 11 | valorante_not_good_game | 211 | 1.1% | ||
| 12 | angiieeets | SUB | 185 | 0.9% | |
| 13 | Maximus6267 | 171 | 0.9% | ||
| 14 | jakovlr | SUB | 169 | 0.9% | |
| 15 | fly1nsolo | 167 | 0.9% | ||
| 16 | edenIRL | 152 | 0.8% | ||
| 17 | hhhhusn | SUB | 149 | 0.8% | |
| 18 | pzylvr | SUB | 143 | 0.7% | |
| 19 | th558 | 126 | 0.6% | ||
| 20 | josssh2019 | 124 | 0.6% |
first-message arrivals · 0m → 431m
20 joined in the first 2 minutes = 1% of all chatters
OOOO
@tarik 2018 c9 gang beat #1 NA team for enc quals
@tarik old c9 roster beat NA #1 team for ENC quals
@tarik do you everrr plan to show chat your amazing streaming/gaming setup?
@tarik why you not watching streamer u bro
watch somcs shanks scrims @tarik
@abey_kr honestly, i was really rooting for ENVY this season but they need some more time i guess to settle in. but i'm
AAAA WE SO BACK SENHYPERWIN AAAA WE SO BACK SENHYPERWIN AAAA WE SO BACK SENHYPERWIN AAAA WE SO BACK SENHYPERWIN AAAA WE
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | !call | ×474 | 449 | 43m→430m | VIRAL |
| 02 | LOOL | ×249 | 72 | 3m→430m | VIRAL |
| 03 | KEKW | ×174 | 68 | 15m→431m | VIRAL |
| 04 | OOOO | ×152 | 77 | 0m→429m | VIRAL |
| 05 | LMAO | ×90 | 52 | 13m→424m | VIRAL |
| 06 | DEAL | ×64 | 46 | 26m→431m | VIRAL |
| 07 | LO ͏ | ×56 | 16 | 66m→423m | VIRAL |
| 08 | NICE | ×52 | 23 | 8m→427m | VIRAL |
| 09 | ???? | ×52 | 37 | 43m→426m | VIRAL |
| 10 | LETSGO | ×37 | 25 | 31m→416m | VIRAL |
@abey_kr honestly, i was really rooting for ENVY this season but they need some more time i guess to settle in. but i'm
AAAA WE SO BACK SENHYPERWIN AAAA WE SO BACK SENHYPERWIN AAAA WE SO BACK SENHYPERWIN AAAA WE SO BACK SENHYPERWIN AAAA WE
this is incredibly disrespectful to the sport, to the viewers, to the opponents and to the tournament organisers and sho
This is incredibly disrespectful to the sport, to the viewers, to the opponents and to the tournament organisers and sho
this is incredibly disrespectful to the sport, to the viewers, to the opponents and to the tournament organisers and sho
this is incredibly disrespectful to the sport, to the viewers, to the opponents and to the tournament organisers and sho
this is incredibly disrespectful to the sport, to the viewers, to the opponents and to the tournament organisers and sho
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
161 super-active users (5.2% of chatters) wrote 57% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | icyvanilla123 | → | edenirl | 13 | |
| 02 | suckdeva | → | abey_kr | 10 | |
| 03 | abey_kr | → | suckdeva | 10 | |
| 04 | icyvanilla123 | → | angiieeets | 9 | |
| 05 | angiieeets | → | icyvanilla123 | 8 | |
| 06 | dexteritycs | → | icyvanilla123 | 8 | |
| 07 | ayemitchos | → | tarik | 8 | |
| 08 | edenirl | → | mythog2 | 7 | |
| 09 | mythog2 | → | edenirl | 7 | |
| 10 | dexteritycs | → | natural69r | 7 | |
| 11 | edenirl | → | icyvanilla123 | 7 | |
| 12 | dexteritycs | → | meganisconfused | 7 |
OOOO
@tarik 2018 c9 gang beat #1 NA team for enc quals
@tarik old c9 roster beat NA #1 team for ENC quals
@tarik do you everrr plan to show chat your amazing streaming/gaming setup?
@tarik why you not watching streamer u bro
watch somcs shanks scrims @tarik
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 | !call | ×482 | 456 | 43m→430m | ORGANIC |
| CMD | !duo | ×38 | 36 | 43m→427m | ORGANIC |
| CMD | !icy | ×8 | 4 | 7m→406m | ORGANIC |
| LINK | twitch.tv | ×8 | 6 | 22m→365m | ORGANIC |
| CMD | !bracket | ×6 | 6 | 274m→409m | ORGANIC |
| LINK | vlr.gg | ×6 | 1 | 274m→409m | BOT TIMER |
| CMD | !watchparty | ×5 | 5 | 132m→430m | ORGANIC |
| LINK | x.com | ×5 | 2 | 162m→278m | ORGANIC |
| CMD | !party | ×5 | 5 | 229m→409m | ORGANIC |
| CMD | !monitor | ×5 | 5 | 286m→364m | ORGANIC |
| CMD | !sens | ×4 | 4 | 5m→332m | ORGANIC |
| CMD | !cal | ×4 | 4 | 48m→307m | ORGANIC |
| CMD | !time | ×4 | 4 | 61m→308m | ORGANIC |
| CMD | !mouse | ×4 | 4 | 92m→404m | 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
tarik's VALORANT stream "[LIVE @ 130PT] LEV vs. FUR - VCT Americas Stage 2 - Twitter @tarik" on Jul 16, 2026 generated 19,563 messages from 3,089 unique chatters (45.3 msgs/min average, peaking at 312/min). Sentiment ran 1,919 positive vs 138 negative, and the top keyword was "nerve" (×624). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.