FULL STREAM INTELLIGENCE · Just Chatting
Jul 18, 2026 · VOD 2823213396
keyword lexicon heuristic · not a language model
65 emote msgs — ×4.4 the average
63 emote msgs — ×4.2 the average
88 first-time chatters in one minute (raid-like influx)
37 first-time chatters in one minute (raid-like influx)
22 first-time chatters in one minute (raid-like influx)
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 6 | 1.00 | known | known bot account |
| bulldawg1319 | 760 | 0.75 | high | repeated one message ×625 (82% of output) · 636 messages fired <2s apart |
| sailordabloons | 1,280 | 0.55 | medium | 122 messages fired <2s apart · 6.7 msgs/min sustained |
| wzer16 | 16 | 0.55 | medium | 15 messages fired <2s apart · 16 msgs/min sustained |
| namfon02101999 | 9 | 0.45 | medium | repeated one message ×7 (78% of output) |
| resheph79 | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| baby_kiana | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| brooklee_charm | 5 | 0.45 | medium | repeated one message ×4 (80% of output) |
| heartre000 | 5 | 0.45 | medium | repeated one message ×5 (100% of output) |
| pixiematts0123 | 5 | 0.45 | medium | repeated one message ×5 (100% of output) |
Eeeeee
christ1447W christ1447W christ1447W christ1447W
two days of straight hell
christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ14
sooo dramaticc
you guys are tan AF love it
| # | Chatter | Badges | Msgs | Activity 0m→193m | Share |
|---|---|---|---|---|---|
| 01 | sailordabloons | 1280 | 5.2% | ||
| 02 | eloiseed3 | MOD | 866 | 3.5% | |
| 03 | Miss__Linaa | SUB | 765 | 3.1% | |
| 04 | leanapri | SUB | 761 | 3.1% | |
| 05 | bulldawg1319 | MOD | 760 | 3.1% | |
| 06 | lauracabes_ | 643 | 2.6% | ||
| 07 | amberssummerfridays | SUB | 615 | 2.5% | |
| 08 | Feliciasp | VIP | 505 | 2.1% | |
| 09 | Kennedy719 | 468 | 1.9% | ||
| 10 | MehkiSoup | SUB | 446 | 1.8% | |
| 11 | deeXcaffeinated | 439 | 1.8% | ||
| 12 | mccrudden8_ | 434 | 1.8% | ||
| 13 | cbonner19 | 381 | 1.5% | ||
| 14 | Harleighxx | SUB | 272 | 1.1% | |
| 15 | chessie_s | SUB | 265 | 1.1% | |
| 16 | Tori416 | MODSUB | 257 | 1.0% | |
| 17 | madqueeenfu | SUB | 249 | 1.0% | |
| 18 | Halah_144 | 248 | 1.0% | ||
| 19 | melodyke1 | MOD | 244 | 1.0% | |
| 20 | juliaa_1706 | 223 | 0.9% |
first-message arrivals · 0m → 193m
100 joined in the first 2 minutes = 10% of all chatters
Eeeeee
christ1447W christ1447W christ1447W christ1447W
two days of straight hell
christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ14
sooo dramaticc
you guys are tan AF love it
christ1447W christ1447TURNITUP christ1447W christ1447TURNITUP christ1447W christ1447TURNITUP christ1447W christ1447TURNI
christ1447PANIC christ1447PANIC christ1447PANIC christ1447PANIC christ1447PANIC christ1447PANIC christ1447PANIC christ14
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | awww | ×184 | 74 | 9m→170m | VIRAL |
| 02 | WWWW | ×179 | 32 | 2m→193m | VIRAL |
| 03 | christ1447W christ1447W christ1447W christ1447W | ×155 | 50 | 2m→193m | VIRAL |
| 04 | lmaooo | ×145 | 31 | 3m→188m | VIRAL |
| 05 | christ1447W christ1447W christ1447W | ×145 | 50 | 3m→193m | VIRAL |
| 06 | wwww | ×140 | 52 | 2m→193m | VIRAL |
| 07 | lmao | ×137 | 39 | 2m→193m | VIRAL |
| 08 | christ1447W christ1447W christ1447W christ1447W christ1447W | ×118 | 47 | 1m→193m | VIRAL |
| 09 | WWWWW | ×117 | 32 | 2m→193m | VIRAL |
| 10 | LMAO | ×105 | 32 | 6m→193m | VIRAL |
christ1447W christ1447W christ1447W christ1447W
two days of straight hell
christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ14
sooo dramaticc
you guys are tan AF love it
christ1447W christ1447TURNITUP christ1447W christ1447TURNITUP christ1447W christ1447TURNITUP christ1447W christ1447TURNI
christ1447PANIC christ1447PANIC christ1447PANIC christ1447PANIC christ1447PANIC christ1447PANIC christ1447PANIC christ14
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
198 super-active users (20.5% of chatters) wrote 87% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | lauracabes_ | → | mehkisoup | 109 | |
| 02 | mehkisoup | → | lauracabes_ | 105 | |
| 03 | mehkisoup | → | jan1sse | 58 | |
| 04 | jan1sse | → | mehkisoup | 46 | |
| 05 | lauracabes_ | → | meesotaa | 36 | |
| 06 | meesotaa | → | lauracabes_ | 34 | |
| 07 | mehkisoup | → | itstaniiya | 34 | |
| 08 | itstaniiya | → | mehkisoup | 25 | |
| 09 | lauracabes_ | → | feliciasp | 20 | |
| 10 | feliciasp | → | itstaniiya | 19 | |
| 11 | feliciasp | → | lauracabes_ | 18 | |
| 12 | mehkisoup | → | feliciasp | 16 |
Eeeeee
christ1447W christ1447W christ1447W christ1447W
two days of straight hell
christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ1447LGBTQ christ14
sooo dramaticc
you guys are tan AF love it
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 | tiktok.com | ×10 | 5 | 36m→108m | ORGANIC |
| LINK | twitch.tv | ×7 | 3 | 30m→185m | ORGANIC |
| LINK | vt.tiktok.com | ×6 | 2 | 62m→68m | ORGANIC |
| CMD | !discord | ×3 | 2 | 53m→150m | ORGANIC |
| LINK | discord.gg | ×3 | 1 | 53m→150m | BOT TIMER |
| LINK | vm.tiktok.com | ×3 | 2 | 66m→96m | ORGANIC |
| CMD | !socials | ×2 | 1 | 59m→151m | ORGANIC |
| CMD | !merch | ×1 | 1 | 151m→151m | ORGANIC |
| LINK | itsnotaphase.club | ×1 | 1 | 151m→151m | 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
ChristinaandAmber's Just Chatting stream "BACK IN MIAMI 👽 MAJOR YAPPING TODAY LFG👽REACTIONS👽 ENG VS FRANCE👽FOODSHOPPING?👽" on Jul 18, 2026 generated 24,629 messages from 965 unique chatters (127 msgs/min average, peaking at 506/min). Sentiment ran 3,064 positive vs 53 negative, and the top keyword was "tier" (×565). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.