DDG - IRL stream analytics - Jul 28, 2026
FULL STREAM INTELLIGENCE · IRL
Jul 28, 2026 · VOD 2831449137
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 165:000.31→-0.13Δ-0.44
- 455:000.06→0.33Δ+0.27
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
155 emote msgs — ×16.6 the average
- oaklanddre: ddgemoteSquadgreen ddgemoteSquadgreen ddgemoteSquadgreen ddgemoteSquadgreen ddge
- yanna_izup: yanna_izup subscribed with Prime. They've subscribed for 13 months, currently on
167 first-time chatters in one minute (raid-like influx)
- Kiing_jaaay: DREAM DIALL
- itsmel111: I just ate taco bellll
132 first-time chatters in one minute (raid-like influx)
- Wokegioo: 🌹🌹🌹🌹🌹
- fridayy101: LAKEYAHHHH
147 first-time chatters in one minute (raid-like influx)
- Plumr06: 🍟🍟🍟🍟🍟🍟
- lado_9: 🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟
163 emote msgs — ×17.4 the average
- ODlove06: 🔥🔥🔥🔥🔥
- Nolimitt3k: ddgemoteHalodance ddgemoteHalodance ddgemoteHalodance ddgemoteHalodance
Keyword tracker
- that2,515
- just1,749
- good1,542
- this1,362
- dream1,162
- they1,135
- what1,064
- lmao1,045
- content1,022
- like1,007
- nigga1,003
- chat991
- with899
- lmaooo825
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 448 | 1.00 | known | known bot account |
| yurnboi | 42 | 1.00 | high | repeated one message ×37 (88% of output) · 38 messages fired <2s apart · 14.8 msgs/min sustained |
| streamelements | 3 | 1.00 | known | known bot account |
| almightyjay | 7 | 0.75 | high | repeated one message ×5 (71% of output) · 4 messages fired <2s apart |
| bronblaze112 | 72 | 0.55 | medium | 5 messages fired <2s apart · 9.1 msgs/min sustained |
| yzjt26 | 35 | 0.55 | medium | 30 messages fired <2s apart · 6.2 msgs/min sustained |
| iambignatee_ | 34 | 0.55 | medium | 12 messages fired <2s apart · 24.6 msgs/min sustained |
| runmybandz | 33 | 0.55 | medium | 12 messages fired <2s apart · 31.4 msgs/min sustained |
| fwm_kalebb | 16 | 0.55 | medium | 3 messages fired <2s apart · 7.2 msgs/min sustained |
| deshaefrost | 14 | 0.55 | medium | 13 messages fired <2s apart · 14 msgs/min sustained |
| kelowgang | 24 | 0.45 | medium | repeated one message ×12 (50% of output) |
| nixogeez333 | 16 | 0.45 | medium | repeated one message ×9 (56% of output) |
| wwewi1 | 14 | 0.45 | medium | repeated one message ×8 (57% of output) |
| mruiz051096 | 13 | 0.45 | medium | repeated one message ×8 (62% of output) |
| cannotwin67 | 11 | 0.45 | medium | repeated one message ×7 (64% of output) |
Emote pulse
- ddgemoteSquadgreen4,140
- ddgemoteFineshyt4,008
- ddgemoteSquadred3,046
- ddgemoteHalodance2,410
- LUL1,734
- ddgemoteCatdaddy1,548
- ddgemoteSTURDY1,274
- ddgemoteALBUMC949
Evidence tape
- 00:00StreamElementsOPENER
DDG is now live! Streaming IRL: DDG x DreamDoll Taco Tuesday 🌮 Capaholics Car Wash 🫧 !REACTIONS
- 00:00kintas02WALL
ddgemoteSquadgreen ddgemoteSquadred ddgemoteSquadgreen ddgemoteSquadred ddgemoteSquadgreen ddgemoteSquadred ddgemoteSqua
- 03:00shaunda645_PING
@ddg
- 03:00fiddyqPING
Where the nose ring @DDG
- 09:00fiddyqPING
Fuk it Cinna us 5 @DDG
- 10:00shaunda645_PING
@ddg 👃🏾🫲🏾🍾🔥🔥🔥
DDG stream analytics summary
DDG's IRL stream "DDG x DreamDoll Taco Tuesday 🌮 Capaholics Car Wash 🫧 !REACTIONS" on Jul 28, 2026 generated 119,612 messages from 9,001 unique chatters (261.7 msgs/min average, peaking at 759/min). Sentiment ran 10,365 positive vs 739 negative, and the top keyword was "that" (×2515). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.