DDG - IRL stream analytics - Jul 22, 2026
FULL STREAM INTELLIGENCE · IRL
Jul 22, 2026 · VOD 2825865307
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 213:000.04→0.31Δ+0.27
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
61 emote msgs — ×7.7 the average
- ZackJ_Killin: bout time
- StreamElements: DDG is now live! Streaming IRL: TACO TUESDAY w/ GIOVANNA RAMOS aka ft.gioo
149 emote msgs — ×18.9 the average
- CARTIERmystique: ddgemoteSquadred ddgemoteSquadgreen ddgemoteSquadred ddgemoteSquadgreen ddgemote
- haninxtdoor: I WAS HERE
85 emote msgs — ×10.8 the average
- bigmac23w: ddgemoteD4R
- otxqmz: holy yall joined fast ash
128 first-time chatters in one minute (raid-like influx)
- chromeheart101: WHO TF IS DDG
- wintersummer9305: ddgemoteSquadgreen ddgemoteSquadred ddgemoteSquadred ddgemoteSquadred ddgemoteSq
88 first-time chatters in one minute (raid-like influx)
- ronaldo17455: Who holding usss
- seblly9: SURB IS DISSIN YC
Keyword tracker
- that1,444
- this1,114
- like851
- lmao806
- what794
- nigga705
- just671
- with558
- carti537
- lmaooo534
- damn521
- stream492
- good442
- know440
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 142 | 1.00 | known | known bot account |
| streamelements | 2 | 1.00 | known | known bot account |
| fefalove69 | 31 | 0.55 | medium | 5 messages fired <2s apart · 19.4 msgs/min sustained |
| deshaefrost | 17 | 0.55 | medium | 10 messages fired <2s apart · 8.2 msgs/min sustained |
| thekinng354 | 16 | 0.55 | medium | 3 messages fired <2s apart · 16 msgs/min sustained |
| lildru_ | 16 | 0.55 | medium | 3 messages fired <2s apart · 16 msgs/min sustained |
| kxmberly10_ | 14 | 0.55 | medium | 4 messages fired <2s apart · 14 msgs/min sustained |
| runmybandz | 14 | 0.55 | medium | 5 messages fired <2s apart · 14 msgs/min sustained |
| humble_beast_23 | 13 | 0.55 | medium | 4 messages fired <2s apart · 12.6 msgs/min sustained |
| onlyomari | 11 | 0.55 | medium | 3 messages fired <2s apart · 11 msgs/min sustained |
| imzvenue | 11 | 0.55 | medium | 10 messages fired <2s apart · 11 msgs/min sustained |
| 1bibby | 11 | 0.55 | medium | 8 messages fired <2s apart · 11 msgs/min sustained |
| cvjaycash23 | 103 | 0.45 | medium | repeated one message ×54 (52% of output) |
| xmsvibezzo | 29 | 0.45 | medium | repeated one message ×17 (59% of output) |
| jinny1223lovee | 18 | 0.45 | medium | repeated one message ×13 (72% of output) |
Emote pulse
- ddgemoteSquadred1,434
- ddgemoteSquadgreen1,360
- LUL1,060
- ddgemoteStareddg606
- ddgemoteALBUMC544
- ddgemoteSTURDY452
- ddgemoteHalodance400
- ddgemoteCatdaddy294
Evidence tape
- 00:00RealNorthsideOPENER
live
- 01:00myron0113WALL
ddgemoteSquadgreen ddgemoteSquadred ddgemoteSquadgreen ddgemoteSquadred ddgemoteSquadred ddgemoteSquadgreen ddgemoteSqua
- 02:00sunshinelove2025WALL
ddgemoteSquadgreen ddgemoteSquadred ddgemoteFineshyt ddgemoteSquadgreen ddgemoteSquadred ddgemoteFineshyt ddgemoteSquadg
- 02:00officialjahjahWALL
ddgemoteSquadgreen ddgemoteSquadred ddgemoteSquadgreen ddgemoteSquadgreen ddgemoteSquadred ddgemoteSquadred ddgemoteSqua
- 02:00casierx57WALL
GoatEmotey ddgemoteHALOTRAIN GoatEmotey ddgemoteHALOTRAIN GoatEmotey ddgemoteHALOTRAIN GoatEmotey ddgemoteHALOTRAIN Goat
- 04:00myachristinee_PING
@ddg SHE HAD TO FIX HER STATIC ON HER LIVE!!
DDG stream analytics summary
DDG's IRL stream "TACO TUESDAY w/ GIOVANNA RAMOS aka ft.gioo" on Jul 22, 2026 generated 63,729 messages from 6,499 unique chatters (287.1 msgs/min average, peaking at 635/min). Sentiment ran 5,578 positive vs 269 negative, and the top keyword was "that" (×1444). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.