DDG - IRL stream analytics - Jul 23, 2026
FULL STREAM INTELLIGENCE · IRL
Jul 23, 2026 · VOD 2827437000
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 928:000.42→0.05Δ-0.37
- 927:000.07→0.42Δ+0.35
- 611:000.30→0.00Δ-0.30
- 1123:000.08→0.36Δ+0.28
- 1194:000.18→0.46Δ+0.28
- 205:000.00→0.27Δ+0.27
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
135 emote msgs — ×28.7 the average
- tbg_0177: ddgemoteSquadgreen ddgemoteSquadgreen ddgemoteSquadgreen ddgemoteSquadgreen ddge
- zen2hughes: WWWWWW YUHHH
56 emote msgs — ×11.9 the average
- justmoneyfuckfame: DDDDDGGGGGGG
- c8marc: hurry you made us wait
163 first-time chatters in one minute (raid-like influx)
- desireeblockiana_92: 🔥🔥🔥🔥🔥🔥🔥🔥
- nikkorios: wassssssguddd
55 emote msgs — ×11.7 the average
- venny4short: LMFAOOOOOO
- acireaura: its lagging
98 emote msgs — ×20.8 the average
- maya1of1: pplay itttttt
- ish950: take the phone from her
Keyword tracker
- that5,680
- this3,119
- just2,798
- they2,713
- what2,546
- chat2,468
- like2,259
- yall2,186
- lmao1,986
- nigga1,860
- with1,745
- good1,647
- girl1,553
- where1,480
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 768 | 1.00 | known | known bot account |
| streamelements | 22 | 1.00 | known | known bot account |
| aydenshermn | 21 | 0.55 | medium | 3 messages fired <2s apart · 10.9 msgs/min sustained |
| lacylicker67 | 20 | 0.55 | medium | 6 messages fired <2s apart · 20 msgs/min sustained |
| jalencapalotttt | 15 | 0.55 | medium | 14 messages fired <2s apart · 15 msgs/min sustained |
| ub4idtopshotta | 15 | 0.55 | medium | 3 messages fired <2s apart · 13 msgs/min sustained |
| janaedierra | 14 | 0.55 | medium | 3 messages fired <2s apart · 6.1 msgs/min sustained |
| didyvlutched | 14 | 0.55 | medium | 9 messages fired <2s apart · 14 msgs/min sustained |
| realhecz | 13 | 0.55 | medium | 4 messages fired <2s apart · 13 msgs/min sustained |
| ares_dm_1625 | 12 | 0.55 | medium | 6 messages fired <2s apart · 12 msgs/min sustained |
| acebandit951 | 12 | 0.55 | medium | 10 messages fired <2s apart · 6.1 msgs/min sustained |
| oj_641 | 12 | 0.55 | medium | 3 messages fired <2s apart · 7.9 msgs/min sustained |
| slowturtlejoee | 11 | 0.55 | medium | 10 messages fired <2s apart · 11 msgs/min sustained |
| thehighestviber | 22 | 0.45 | medium | repeated one message ×11 (50% of output) |
| enything4selena | 17 | 0.45 | medium | repeated one message ×11 (65% of output) |
Emote pulse
- LUL3,359
- ddgemoteFineshyt3,315
- ddgemoteSquadgreen3,184
- ddgemoteSquadred2,368
- ddgemoteALBUMC2,318
- ddgemoteCatdaddy2,196
- ddgemoteHalodance2,099
- ddgemoteSTURDY1,984
Evidence tape
- 00:00StreamElementsOPENER
DDG is now live! Streaming IRL: 24 HOUR YACHT MARATHON w/ Bendadon & Special Guest!! 🛥️
- 07:00FortiseksPING
DDG U GETTING MOGGED BY BENS CHAINS @DDG LLLL
- 08:00FortiseksPING
ddg L CHAINS @DDG
- 08:00FortiseksPING
@DDG BROKE
- 12:00DOJOjcPING
@DDG it did lag a bit.
- 13:00dresupremePING
DDG UR GOOD @DDG
DDG stream analytics summary
DDG's IRL stream "24 HOUR YACHT MARATHON w/ Bendadon & Special Guest!! 🛥️" on Jul 23, 2026 generated 178,213 messages from 17,031 unique chatters (121.2 msgs/min average, peaking at 675/min). Sentiment ran 15,966 positive vs 1,341 negative, and the top keyword was "that" (×5680). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.