Grubby - Warcraft III stream analytics - Jul 18, 2026
FULL STREAM INTELLIGENCE · Warcraft III
Jul 18, 2026 · VOD 2823106882
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 354:00-0.25→0.57Δ+0.82
- 118:00-0.50→0.20Δ+0.70
- 335:000.00→0.67Δ+0.67
- 336:000.67→0.00Δ-0.67
- 319:000.29→-0.25Δ-0.54
- 58:000.20→-0.33Δ-0.53
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
11 emote msgs — ×5.7 the average
- sieveciph: I thought we were doing aoe2 team games
- questionable_micro: you gotta babysit him now in the tg so he doesnt tilt further
18 first-time chatters in one minute (raid-like influx)
- Skorne117: gg Salute
- deacon_dude: Grubby gotta LOCK IN
10 emote msgs — ×5.2 the average
- Skorne117: gg Salute
- deacon_dude: Grubby gotta LOCK IN
10 emote msgs — ×5.2 the average
- tomszee: that was epic
- ic3b3am: elite peon guard workWork
10 emote msgs — ×5.2 the average
- mastershitfu_99: ASS = COILED
- diffserv: ass coil?
Keyword tracker
- grubby243
- hera206
- that204
- with183
- have167
- like161
- just151
- team144
- they141
- this134
- ghay128
- play110
- game103
- what101
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 47 | 1.00 | known | known bot account |
| k1re_kara | 13 | 0.55 | medium | 10 messages fired <2s apart · 11 msgs/min sustained |
| dreamteamswag | 10 | 0.45 | medium | repeated one message ×6 (60% of output) |
Emote pulse
- LUL198
- KEKW84
- xdd74
- Kappa56
- grubFace56
- HUH53
- :D37
- Pog35
Evidence tape
- 00:00PoohdeeOPENER
hello
- 03:00JoeCoupPING
Hey @Grubby just got into WC3 from your collab with T1 a bit ago. Very fun and great collabs
- 06:001MartyrTVPING
can i request today or nah? @Grubby
- 15:00youssaaayPING
@Grubby try mongols its really similar play style to wei
- 15:00StreamElementsPING
Much of Grubby's variety gameplay such as Darkest Dungeon runs are curated and uploaded to https://youtube.com/@GrubbyPl
- 16:00RuhigengeistPING
@Grubby in past 2 months, 276 hours aoe2, 107 hours wc3, 9 hours hots, 7 hours chameleon
Grubby stream analytics summary
Grubby's Warcraft III stream "WC3, Age of Empires and Slay the Spire 2 | Solo and w/ @Hera, @YamatoCannon and @Atrioc" on Jul 18, 2026 generated 5,025 messages from 1,147 unique chatters (12.3 msgs/min average, peaking at 82/min). Sentiment ran 585 positive vs 69 negative, and the top keyword was "grubby" (×243). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.