FULL STREAM INTELLIGENCE · Just Chatting
Jul 17, 2026 · VOD 2822176712
keyword lexicon heuristic · not a language model
76 emote msgs — ×7.8 the average
35 first-time chatters in one minute (raid-like influx)
60 emote msgs — ×6.1 the average
57 emote msgs — ×5.8 the average
86 emote msgs — ×8.8 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 149 | 1.00 | known | known bot account |
| central_committee | 22 | 0.75 | high | repeated one message ×14 (64% of output) · 18 messages fired <2s apart |
| hamandfist | 17 | 0.55 | medium | 15 messages fired <2s apart · 17 msgs/min sustained |
| gtbuzzsaw69 | 11 | 0.55 | medium | 10 messages fired <2s apart · 11 msgs/min sustained |
dsaBOUNCE dsaBOUNCE dsaBOUNCE
@Central_Committee where is MUFASA?
📢Calling All Organizers and Leftist Enthusiasts! 🌹We invite you to join our vibrant and inclusive Discord community, w
@Central_Committee this wasn't the normal friday playlist. for example the anime bernie song didn't play
@central_committee Downright velvety Jack.
@Central_Committee I saw the Odessey last night, so I am doing well CoolCat How are you doing Mike!
| # | Chatter | Badges | Msgs | Activity 0m→358m | Share |
|---|---|---|---|---|---|
| 01 | buddha_hands | SUB | 266 | 1.2% | |
| 02 | 0TimeLord | 232 | 1.1% | ||
| 03 | JoinDSAchat | 202 | 0.9% | ||
| 04 | hormuzzy91 | 194 | 0.9% | ||
| 05 | Nightbot | MODBOT | 149 | 0.7% | |
| 06 | SMarcey | 138 | 0.6% | ||
| 07 | ReadBannedBooksClub | 137 | 0.6% | ||
| 08 | BadMicro | 134 | 0.6% | ||
| 09 | Social_Butter_fly | 128 | 0.6% | ||
| 10 | misanthropicleftist | 128 | 0.6% | ||
| 11 | aberrator_ | 119 | 0.6% | ||
| 12 | SyrothTV | SUB | 115 | 0.5% | |
| 13 | PoshKenneth86 | 110 | 0.5% | ||
| 14 | radicalhasanista | 110 | 0.5% | ||
| 15 | unLucky_661 | 109 | 0.5% | ||
| 16 | FroyoBagginzz | 108 | 0.5% | ||
| 17 | LektricSno | VIP | 106 | 0.5% | |
| 18 | Icia_J | 105 | 0.5% | ||
| 19 | omnipsi | 101 | 0.5% | ||
| 20 | jacfyi | SUB | 99 | 0.5% |
first-message arrivals · 0m → 358m
16 joined in the first 2 minutes = 1% of all chatters
dsaBOUNCE dsaBOUNCE dsaBOUNCE
@Central_Committee where is MUFASA?
📢Calling All Organizers and Leftist Enthusiasts! 🌹We invite you to join our vibrant and inclusive Discord community, w
@Central_Committee this wasn't the normal friday playlist. for example the anime bernie song didn't play
@central_committee Downright velvety Jack.
@Central_Committee I saw the Odessey last night, so I am doing well CoolCat How are you doing Mike!
@central_committee Sort of worried about the NSPM-7 and them going full 'terrorist' on leftists. Kinda feels like shit i
Not to platform Ezra Klein, lol, but this short is cool and it’s the first time that I’ve heard that Australia has so mu
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | KEKW | ×159 | 106 | 18m→334m | VIRAL |
| 02 | peepoSmile | ×107 | 85 | 10m→275m | VIRAL |
| 03 | KEKL | ×106 | 74 | 18m→352m | VIRAL |
| 04 | dsaPSA | ×76 | 56 | 102m→351m | VIRAL |
| 05 | OMEGALUL | ×54 | 36 | 25m→330m | VIRAL |
| 06 | Classic | ×42 | 37 | 25m→344m | VIRAL |
| 07 | lmao | ×40 | 22 | 18m→330m | VIRAL |
| 08 | LETSGO | ×40 | 34 | 33m→330m | VIRAL |
| 09 | MIKEWASRIGHT | ×37 | 35 | 7m→328m | VIRAL |
| 10 | dsaNODDERS | ×33 | 21 | 6m→337m | VIRAL |
📢Calling All Organizers and Leftist Enthusiasts! 🌹We invite you to join our vibrant and inclusive Discord community, w
Not to platform Ezra Klein, lol, but this short is cool and it’s the first time that I’ve heard that Australia has so mu
China has been deploying 3 GB of solar a day! And also Not to platform Ezra Klein, lol, but this short is cool and it’s
@central_committee my mother is a caretaker for an 80 yr old millionaire bigot and he used to be a lawyer and he was thr
@central_committee one of the most crucial aspects of the human condition is to experience the full spectrum of emotions
The socialist party should diverge from the Democrats if the leadership refuses to concede their institutional power, N
@Central_Committee Input as a small/mid-sized chapter leader: National DSA since 2025 has been effective at creating/ d
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
267 super-active users (10.8% of chatters) wrote 55% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | joindsachat | → | central_committee | 38 | |
| 02 | thenonomous | → | central_committee | 30 | |
| 03 | julesnader386 | → | central_committee | 28 | |
| 04 | cha0t1c1 | → | central_committee | 25 | |
| 05 | ewolf917 | → | central_committee | 23 | |
| 06 | seagoj | → | central_committee | 22 | |
| 07 | thetwilightstar | → | central_committee | 22 | |
| 08 | davedbrb | → | central_committee | 21 | |
| 09 | jacfyi | → | central_committee | 17 | |
| 10 | dennisthebloodypeasant | → | central_committee | 15 | |
| 11 | madcowlx | → | watter10 | 14 | |
| 12 | notguyatwork | → | central_committee | 14 |
dsaBOUNCE dsaBOUNCE dsaBOUNCE
@Central_Committee where is MUFASA?
📢Calling All Organizers and Leftist Enthusiasts! 🌹We invite you to join our vibrant and inclusive Discord community, w
@Central_Committee this wasn't the normal friday playlist. for example the anime bernie song didn't play
@central_committee Downright velvety Jack.
@Central_Committee I saw the Odessey last night, so I am doing well CoolCat How are you doing Mike!
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 | x.com | ×95 | 48 | 29m→347m | ORGANIC |
| LINK | youtube.com | ×60 | 29 | 22m→358m | BOT TIMER |
| LINK | discord.gg | ×33 | 2 | 12m→358m | BOT TIMER |
| LINK | discord.com | ×32 | 1 | 15m→351m | BOT TIMER |
| LINK | youtu.be | ×23 | 18 | 25m→344m | ORGANIC |
| LINK | linktr.ee | ×21 | 2 | 12m→357m | BOT TIMER |
| LINK | twitch.tv | ×19 | 2 | 17m→358m | BOT TIMER |
| LINK | actionnetwork.org | ×15 | 2 | 129m→333m | ORGANIC |
| LINK | theupandup.us | ×8 | 5 | 304m→313m | ORGANIC |
| LINK | reuters.com | ×7 | 3 | 36m→181m | ORGANIC |
| LINK | dataforprogress.org | ×7 | 1 | 316m→326m | ORGANIC |
| LINK | betterttv.com | ×6 | 2 | 83m→102m | ORGANIC |
| LINK | tiktok.com | ×5 | 5 | 36m→357m | BOT TIMER |
| LINK | cnbc.com | ×4 | 1 | 80m→214m | 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
Central_Committee's Just Chatting stream "🚨TRUMP'S UNHINGED ELECTION SPEECH🚨CHINA RELEASES NEW TOP AI MODEL🚨WILDFIRES POLLUTE AIR IN US🚨DSA > MAGA🚨HASANABI VS TRUMP GOVERNMENT🚨" on Jul 17, 2026 generated 21,444 messages from 2,467 unique chatters (59.7 msgs/min average, peaking at 294/min). Sentiment ran 1,823 positive vs 216 negative, and the top keyword was "that" (×1529). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.