Adapt — Just Chatting stream analytics — Jul 19, 2026
FULL STREAM INTELLIGENCE · Just Chatting
Jul 19, 2026 · VOD 2823860028
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
no >0.25 swings detected
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
117 first-time chatters in one minute (raid-like influx)
- wittekspiker: @krispy1418 yooo
- lickyy_rickyyy: yea everyone is sleeping like they haven’t slept in days lol
115 first-time chatters in one minute (raid-like influx)
- 4KTK1NG: put the montage on
- jasongarbett0: ResidentSleeper ResidentSleeper Kreygasm BigSad BigSad
24 emote msgs — ×2.7 the average
- rage_of_your: P5 COMING CHAT P5 COMING CHAT
- jstkzrlaxsq16: CLASS IS HYPE
25 emote msgs — ×2.8 the average
- ThanosLovesYe: PRIMATE PAIGE IS COMING DONT LOCK
- waveyongod: auraaaaaaaaaaaaaaaa
104 first-time chatters in one minute (raid-like influx)
- mackenzie_graytpobbs: Good idea
- kraffert11: jtw yonna did this
Keyword tracker
- adapt635
- class438
- daddy264
- stream249
- raid218
- this213
- student203
- that175
- love156
- subscribed151
- idea145
- gilly142
- jason133
- professor131
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| iitssguchi420 | 47 | 1.00 | high | repeated one message ×39 (83% of output) · 16 messages fired <2s apart · 7.5 msgs/min sustained |
| fossabot | 33 | 1.00 | known | known bot account |
| streamelements | 14 | 1.00 | known | known bot account |
| jtc_gaming77 | 40 | 0.55 | medium | 4 messages fired <2s apart · 14.1 msgs/min sustained |
| frx0sty | 14 | 0.55 | medium | 10 messages fired <2s apart · 7.8 msgs/min sustained |
| melioveh | 16 | 0.45 | medium | repeated one message ×11 (69% of output) |
| lebronjagerwild | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| jamalhiggensthe1th | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| lucidylann | 6 | 0.45 | medium | repeated one message ×4 (67% of output) |
| shishetu | 5 | 0.45 | medium | repeated one message ×5 (100% of output) |
Emote pulse
- adapt2Flock280
- StreamerU2026278
- LUL194
- <3114
- adapt2999111
- GoalHype107
- adapt2Flock280
- stabeRIZZ66
Evidence tape
- 00:00KRISPY1418OPENER
yo ada
- 01:00campingcambo7PING
HATE TO TELL U BUT EVERYONES ASLEEP @adapt
- 01:00babon_069PING
@Adapt RON CANT COME TODAY
- 02:00hoverbellesPING
agahi @AdaptsPigeon
- 02:00FossabotPING
Follow my socials if you have not already! Youtube: https://www.youtube.com/@FaZeAdaptLive Twitter: https://twitter.com/
- 02:00Dortmund2027UCLChampsPING
I have a masters in ksg tac shocks knife instaswap @adapt
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→73m | Share |
|---|---|---|---|---|---|
| 01 | AdaptsPigeon | 182 | 1.4% | ||
| 02 | Darkrezzident | VIP | 127 | 1.0% | |
| 03 | riotANGEL33 | 110 | 0.8% | ||
| 04 | Erkii1 | MOD | 105 | 0.8% | |
| 05 | KRISPY1418 | 102 | 0.8% | ||
| 06 | makunga420 | SUB | 102 | 0.8% | |
| 07 | Cloaks_Son_ | SUB | 87 | 0.7% | |
| 08 | wittekspiker | 79 | 0.6% | ||
| 09 | haydenhimself_ | 75 | 0.6% | ||
| 10 | kadencenel | 74 | 0.6% | ||
| 11 | 1bree6 | 73 | 0.5% | ||
| 12 | leangasm | 69 | 0.5% | ||
| 13 | smoke_the_peace_ | 67 | 0.5% | ||
| 14 | cyclizing | MOD | 65 | 0.5% | |
| 15 | Gyro4000 | SUB | 64 | 0.5% | |
| 16 | cupof__chai | 61 | 0.5% | ||
| 17 | justbored09 | 61 | 0.5% | ||
| 18 | lea__aaaaa | 61 | 0.5% | ||
| 19 | novrya | 60 | 0.5% | ||
| 20 | alondraxaguilar | SUB | 56 | 0.4% |
User types · badge mix
- SUBSCRIBER1,557 · 12%
- PREMIUM1,447 · 11%
- FOOTBALL-FEST-20261,051 · 8%
- TURBO699 · 5%
- WENT-OUTSIDE415 · 3%
- MODERATOR354 · 3%
- STREAM-FOR-HUMANITY-2-2025345 · 3%
- SUB-GIFTER315 · 2%
New chatters · arrival curve
first-message arrivals · 0m → 73m
380 joined in the first 2 minutes = 13% of all chatters
Most mentioned
- @adapt22 · 16u
- @cinna20 · 18u
- @ysabellagrace17 · 7u
- @fazeadaptlive11 · 1u
- @cloaks_son_10 · 10u
- @adaptspigeon6 · 5u
- @pablodiff6 · 5u
- @erkii16 · 5u
Top interactors
- cloaks_son_36
- fossabot22
- yv0rtex14
- erkii113
- cyclizing12
- viafranz11
- darkrezzident9
- dortmund2027uclchamps8
Chat tape
- 00:00KRISPY1418OPENER
yo ada
- 01:00campingcambo7PING
HATE TO TELL U BUT EVERYONES ASLEEP @adapt
- 01:00babon_069PING
@Adapt RON CANT COME TODAY
- 02:00hoverbellesPING
agahi @AdaptsPigeon
- 02:00FossabotPING
Follow my socials if you have not already! Youtube: https://www.youtube.com/@FaZeAdaptLive Twitter: https://twitter.com/
- 02:00Dortmund2027UCLChampsPING
I have a masters in ksg tac shocks knife instaswap @adapt
- 18:00FossabotWALL
Follow my socials if you have not already! Youtube: https://www.youtube.com/@FaZeAdaptLive Twitter: https://twitter.com/
- 21:00thisistkarmelaWALL
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 Streamer
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS15.0%
- QUESTIONS2.7%
- MENTIONS3.4%
- COMMANDS0.1%
Top multiplier
- 02StreamerU2026×278
- 03LUL×194
- 04<3×114
Emote leaderboard
- adapt2Flock×280
- StreamerU2026×278
- LUL×194
- <3×114
- adapt2999×111
- GoalHype×107
- adapt2Flock2×80
- stabeRIZZ×66
- kaicForhead×50
- SeemsGood×46
- adapt2Pigeon×41
- yugSlay×40
- adapt2Sad×36
- VoteYea×30
- TwitchUnity×22
- GoldPLZ×21
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | WWWW | ×59 | 47 | 0m→73m | VIRAL |
| 02 | WW STREAM | ×45 | 29 | 67m→73m | VIRAL |
| 03 | WW ADA | ×44 | 31 | 13m→73m | VIRAL |
| 04 | WWWWW | ×42 | 41 | 0m→73m | VIRAL |
| 05 | LMAO | ×41 | 33 | 1m→68m | VIRAL |
| 06 | pfft | ×41 | 15 | 1m→73m | VIRAL |
| 07 | daddy | ×34 | 30 | 0m→73m | VIRAL |
| 08 | W adapt | ×32 | 27 | 1m→73m | VIRAL |
| 09 | W ADAPT | ×29 | 25 | 2m→73m | VIRAL |
| 10 | Spain | ×28 | 27 | 3m→5m | VIRAL |
Keyword cloud
Mood regime
Spam tape
- 18:00FossabotWALL
Follow my socials if you have not already! Youtube: https://www.youtube.com/@FaZeAdaptLive Twitter: https://twitter.com/
- 21:00thisistkarmelaWALL
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 Streamer
- 28:00alex_jk1WALL
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 Streamer
- 33:00FossabotWALL
Follow my socials if you have not already! Youtube: https://www.youtube.com/@FaZeAdaptLive Twitter: https://twitter.com/
- 49:00FossabotWALL
Follow my socials if you have not already! Youtube: https://www.youtube.com/@FaZeAdaptLive Twitter: https://twitter.com/
- 64:00gekke_maskWALL
VoteYea StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026
- 65:00FossabotWALL
Follow my socials if you have not already! Youtube: https://www.youtube.com/@FaZeAdaptLive Twitter: https://twitter.com/
User colors
Participation inequality
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
Community split
Lorenz curve · cumulative share
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
User tiers · who carries the chat
- 1 msg1,334USERS1,334MSGS10.0%
- 2-4 msgs968USERS2,573MSGS19.4%
- 5-19 msgs514USERS4,528MSGS34.1%
- 20+ msgs128USERS4,841MSGS36.5%
128 super-active users (4.3% of chatters) wrote 36% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @adapt22 · by 16 users
- @cinna20 · by 18 users
- @ysabellagrace17 · by 7 users
- @fazeadaptlive11 · by 1 users
- @cloaks_son_10 · by 10 users
- @adaptspigeon6 · by 5 users
- @pablodiff6 · by 5 users
- @erkii16 · by 5 users
- @krispy14185 · by 4 users
- @purkvn5 · by 5 users
Top interactors
- cloaks_son_36 sent
- fossabot22 sent
- yv0rtex14 sent
- erkii113 sent
- cyclizing12 sent
- viafranz11 sent
- darkrezzident9 sent
- dortmund2027uclchamps8 sent
- smoke_the_peace_8 sent
- adaptspigeon7 sent
Badge mix
- SUBSCRIBER1557 · 12%
- PREMIUM1447 · 11%
- FOOTBALL-FEST-20261051 · 8%
- TURBO699 · 5%
- WENT-OUTSIDE415 · 3%
- MODERATOR354 · 3%
- STREAM-FOR-HUMANITY-2-2025345 · 3%
- SUB-GIFTER315 · 2%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | fossabot | → | fazeadaptlive | 11 | |
| 02 | cyclizing | → | ysabellagrace | 10 | |
| 03 | fossabot | → | fazeadapt | 5 | |
| 04 | fossabot | → | adaptsnaps | 5 | |
| 05 | dortmund2027uclchamps | → | adapt | 3 | |
| 06 | cloaks_son_ | → | zeeniaxl | 3 | |
| 07 | darkrezzident | → | krispy1418 | 2 | |
| 08 | campingcambo7 | → | adapt | 2 | |
| 09 | purkvn | → | cyclizing | 2 | |
| 10 | aaaraj | → | cinna | 2 | |
| 11 | xsethugoblue | → | cinna | 2 | |
| 12 | kratos773 | → | swadeswade | 2 |
Chat tape
- 00:00KRISPY1418OPENER
yo ada
- 01:00campingcambo7PING
HATE TO TELL U BUT EVERYONES ASLEEP @adapt
- 01:00babon_069PING
@Adapt RON CANT COME TODAY
- 02:00hoverbellesPING
agahi @AdaptsPigeon
- 02:00FossabotPING
Follow my socials if you have not already! Youtube: https://www.youtube.com/@FaZeAdaptLive Twitter: https://twitter.com/
- 02:00Dortmund2027UCLChampsPING
I have a masters in ksg tac shocks knife instaswap @adapt
Social share card
This is the exact image link unfurlers render when this stream is shared.
↓ Download card (1200×630)Ad equivalence
no viewer track captured
Engagement quality
Brand safety
- PROFANITY0.5%
- CAPS RAGE15.0%
- SPAM/PASTA4.8%
- BOT MSGS0.4%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | twitch.tv | ×46 | 10 | 3m→69m | BOT TIMER |
| LINK | youtube.com | ×11 | 1 | 2m→65m | BOT TIMER |
| LINK | twitter.com | ×5 | 1 | 2m→65m | BOT TIMER |
| LINK | instagram.com | ×5 | 1 | 2m→65m | BOT TIMER |
| LINK | tiktok.com | ×5 | 1 | 2m→65m | BOT TIMER |
| LINK | snapchat.com | ×5 | 1 | 2m→65m | BOT TIMER |
| LINK | 7tv.app | ×3 | 1 | 0m→51m | BOT TIMER |
| CMD | !su | ×3 | 3 | 0m→17m | ORGANIC |
| CMD | !discord | ×2 | 2 | 3m→11m | ORGANIC |
| CMD | !sub | ×2 | 2 | 16m→27m | ORGANIC |
| CMD | !2023 | ×2 | 2 | 29m→29m | ORGANIC |
| CMD | !time | ×1 | 1 | 0m→0m | ORGANIC |
| CMD | !prime | ×1 | 1 | 16m→16m | ORGANIC |
| LINK | twitch.amazon.com | ×1 | 1 | 16m→16m | BOT TIMER |
Sponsor lift · ad-read impact
Audience language
- ES0.8%
- EN14.7%
- OTHER / EMOTE-ONLY84.5%
language of written messages · emote-only spam excluded from ES/EN
Audience overlap
- streamer_alpha34% shared
- streamer_beta21% shared
- streamer_gamma9% shared
- streamer_delta4% shared
shared active chatters · real version needs chat dumps of candidate streamers
Growth track
real version fetches channel history via twitchtracker / helix
Adapt stream analytics summary
Adapt's Just Chatting stream "🔴 STREAMER UNIVERSITY DAY 4 🔴 PROFESSOR ADAPT 🔴 TEACHING HOW TO ADAPT 🔴" on Jul 19, 2026 generated 13,276 messages from 2,944 unique chatters (179.4 msgs/min average, peaking at 592/min). Sentiment ran 2,168 positive vs 157 negative, and the top keyword was "adapt" (×635). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.