Grubby — Warcraft III stream analytics — Jul 19, 2026
FULL STREAM INTELLIGENCE · Warcraft III
Jul 19, 2026 · VOD 2823915070
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 307:000.29→-0.29Δ-0.58
- 324:000.40→-0.10Δ-0.50
- 95:000.00→0.40Δ+0.40
- 96:000.40→0.00Δ-0.40
- 99:000.11→0.50Δ+0.39
- 425:000.00→0.38Δ+0.38
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
16 first-time chatters in one minute (raid-like influx)
- cocoawow: no crits wow
- estrovo: well blade
10 emote msgs — ×6.6 the average
- voryn_of_ur: ah yoo hiii @xCrono
- ponyosxr: that hybrid battery on its last leggo
9 emote msgs — ×5.9 the average
- bartolomeo_2137: @jenbodnies lol
- voryn_of_ur: what a werid fight
17 emote msgs — ×11.2 the average
- ManzanaSnt: Then gg WOLOLO
- indomitusgaia: sokol :o Long time no see
22 first-time chatters in one minute (raid-like influx)
- ManzanaSnt: Then gg WOLOLO
- indomitusgaia: sokol :o Long time no see
Keyword tracker
- that292
- this216
- game207
- like206
- grubby193
- have170
- with169
- just169
- what145
- good122
- they119
- your113
- it's101
- from96
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 44 | 1.00 | known | known bot account |
Emote pulse
- LUL180
- grubFace116
- xdd57
- KEKW56
- Kappa44
- grubArthas36
- :D34
- :)27
Evidence tape
- 00:00StreamElementsOPENER
Grubby is now live! Streaming Age of Empires II: Showing Hera the W E I
- 01:00Rode257PING
@Grubby "WAKE UP BABE, GRUBBY IS LIVE"
- 01:00Junglebear1PING
@Grubby did you like The Odyssey?
- 01:00tomszeePING
@Grubby do u ever play human ?
- 04:00Jake__KuPING
@grubby how far did you get in your Undead grind?
- 08:00StreamElementsPING
Much of Grubby's variety gameplay such as Darkest Dungeon runs are curated and uploaded to https://youtube.com/@GrubbyPl
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→451m | Share |
|---|---|---|---|---|---|
| 01 | voryn_of_ur | MOD | 196 | 3.5% | |
| 02 | triada3ada | 144 | 2.6% | ||
| 03 | Ruhigengeist | 128 | 2.3% | ||
| 04 | CandyBomberZ | MOD | 77 | 1.4% | |
| 05 | vDaishar | 66 | 1.2% | ||
| 06 | Blobiciously | 63 | 1.1% | ||
| 07 | ManzanaSnt | SUB | 59 | 1.1% | |
| 08 | MasterworkSC | 48 | 0.9% | ||
| 09 | LimeNade | MOD | 48 | 0.9% | |
| 10 | OldCreamHand | 48 | 0.9% | ||
| 11 | Scruffymonkeh | 48 | 0.9% | ||
| 12 | ZaissiX | 46 | 0.8% | ||
| 13 | PippoCH | 45 | 0.8% | ||
| 14 | StreamElements | MODBOT | 44 | 0.8% | |
| 15 | Rockin_Rocket | MODSUB | 43 | 0.8% | |
| 16 | timonia | 41 | 0.7% | ||
| 17 | chuddy_ | VIP | 39 | 0.7% | |
| 18 | icysystem | 39 | 0.7% | ||
| 19 | krillindiesagain | 39 | 0.7% | ||
| 20 | boiitech | 39 | 0.7% |
User types · badge mix
- PREMIUM733 · 13%
- SUBSCRIBER588 · 11%
- MOMENTS545 · 10%
- MODERATOR476 · 9%
- SUB-GIFTER277 · 5%
- SHARE-THE-LOVE163 · 3%
- LEAD_MODERATOR128 · 2%
- BLOSSOM-BADGE107 · 2%
New chatters · arrival curve
first-message arrivals · 0m → 451m
26 joined in the first 2 minutes = 2% of all chatters
Most mentioned
- @grubby103 · 60u
- @ruhigengeist51 · 34u
- @candybomberz32 · 16u
- @voryn_of_ur27 · 17u
- @triada3ada16 · 11u
- @grubbyplays15 · 1u
- @followgrubby15 · 1u
- @krillindiesagain15 · 9u
Top interactors
- ruhigengeist103
- candybomberz45
- streamelements34
- triada3ada26
- voryn_of_ur26
- krillindiesagain19
- mr_nezbit18
- snitzl14
Chat tape
- 00:00StreamElementsOPENER
Grubby is now live! Streaming Age of Empires II: Showing Hera the W E I
- 01:00Rode257PING
@Grubby "WAKE UP BABE, GRUBBY IS LIVE"
- 01:00Junglebear1PING
@Grubby did you like The Odyssey?
- 01:00tomszeePING
@Grubby do u ever play human ?
- 04:00Jake__KuPING
@grubby how far did you get in your Undead grind?
- 08:00StreamElementsPING
Much of Grubby's variety gameplay such as Darkest Dungeon runs are curated and uploaded to https://youtube.com/@GrubbyPl
- 14:00ForkayylmaoWALL
Forkayylmao subscribed at Tier 1. They've subscribed for 9 months! I delivered UberEats to Grubby the other day and I wa
- 100:00hisagisq77PEAK
that surround should never work lol
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS2.5%
- QUESTIONS11.0%
- MENTIONS17.1%
- COMMANDS0.4%
Top multiplier
- 02grubFace×116
- 03xdd×57
- 04KEKW×56
Emote leaderboard
- LUL×180
- grubFace×116
- xdd×57
- KEKW×56
- Kappa×44
- grubArthas×36
- :D×34
- :)×27
- monkaS×20
- Pog×20
- <3×18
- HUH×14
- SeemsGood×12
- Sadge×12
- :(×11
- Jebaited×11
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | KEKW | ×29 | 24 | 25m→367m | VIRAL |
| 02 | ABOBA AO | ×17 | 8 | 134m→294m | NICHE |
| 03 | Much of Grubby's variety gameplay such as Darkest Dungeon runs are curated and uploaded to https://youtube.com/@GrubbyPlays | ×15 | 1 | 8m→428m | NICHE |
| 04 | Missed a WC3 stream? Fret not! Daily video uploads to http://youtube.com/@FollowGrubby | ×14 | 1 | 19m→422m | NICHE |
| 05 | monkaS | ×10 | 10 | 9m→387m | VIRAL |
| 06 | nice | ×9 | 9 | 71m→433m | NICHE |
| 07 | PETTHELOGAN | ×8 | 7 | 69m→267m | NICHE |
| 08 | lmao | ×8 | 8 | 97m→349m | NICHE |
| 09 | grubFace | ×7 | 6 | 14m→303m | NICHE |
| 10 | NOOOO | ×7 | 7 | 65m→448m | NICHE |
Keyword cloud
Mood regime
Spam tape
- 14:00ForkayylmaoWALL
Forkayylmao subscribed at Tier 1. They've subscribed for 9 months! I delivered UberEats to Grubby the other day and I wa
- 100:00hisagisq77PEAK
that surround should never work lol
- 100:00kyle_runs_hollywoodPEAK
coil pogwait
- 100:00Dahmus1PEAK
NOOOO NO MANA
- 100:00vhaldorPEAK
coil coil coil his ass, gently down the stream...
- 100:00kyle_runs_hollywoodPEAK
impale maybe Pog
- 100:00ManzanaSntPEAK
ASS <> COILED
User colors
Participation inequality
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
Community split
Lorenz curve · cumulative share
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
User tiers · who carries the chat
- 1 msg566USERS566MSGS10.1%
- 2-4 msgs392USERS1,002MSGS18.0%
- 5-19 msgs229USERS2,047MSGS36.7%
- 20+ msgs44USERS1,967MSGS35.2%
44 super-active users (3.6% of chatters) wrote 35% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @grubby103 · by 60 users
- @ruhigengeist51 · by 34 users
- @candybomberz32 · by 16 users
- @voryn_of_ur27 · by 17 users
- @triada3ada16 · by 11 users
- @grubbyplays15 · by 1 users
- @followgrubby15 · by 1 users
- @krillindiesagain15 · by 9 users
- @mr_nezbit13 · by 7 users
- @oldcreamhand13 · by 10 users
Top interactors
- ruhigengeist103 sent
- candybomberz45 sent
- streamelements34 sent
- triada3ada26 sent
- voryn_of_ur26 sent
- krillindiesagain19 sent
- mr_nezbit18 sent
- snitzl14 sent
- sandrosod13 sent
- limenade13 sent
Badge mix
- PREMIUM733 · 13%
- SUBSCRIBER588 · 11%
- MOMENTS545 · 10%
- MODERATOR476 · 9%
- SUB-GIFTER277 · 5%
- SHARE-THE-LOVE163 · 3%
- LEAD_MODERATOR128 · 2%
- BLOSSOM-BADGE107 · 2%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | streamelements | → | grubbyplays | 15 | |
| 02 | streamelements | → | followgrubby | 15 | |
| 03 | limenade | → | grubby | 8 | |
| 04 | candybomberz | → | ruhigengeist | 8 | |
| 05 | ruhigengeist | → | bombolz | 7 | |
| 06 | ruhigengeist | → | machadoxtv | 6 | |
| 07 | ruhigengeist | → | bilyg | 6 | |
| 08 | snitzl | → | krillindiesagain | 6 | |
| 09 | krillindiesagain | → | snitzl | 6 | |
| 10 | candybomberz | → | voryn_of_ur | 6 | |
| 11 | istrudderz | → | x4o8jrfdi4bcfxy | 6 | |
| 12 | candybomberz | → | grubby | 6 |
Chat tape
- 00:00StreamElementsOPENER
Grubby is now live! Streaming Age of Empires II: Showing Hera the W E I
- 01:00Rode257PING
@Grubby "WAKE UP BABE, GRUBBY IS LIVE"
- 01:00Junglebear1PING
@Grubby did you like The Odyssey?
- 01:00tomszeePING
@Grubby do u ever play human ?
- 04:00Jake__KuPING
@grubby how far did you get in your Undead grind?
- 08:00StreamElementsPING
Much of Grubby's variety gameplay such as Darkest Dungeon runs are curated and uploaded to https://youtube.com/@GrubbyPl
Social share card
This is the exact image link unfurlers render when this stream is shared.
↓ Download card (1200×630)Ad equivalence
no viewer track captured
Engagement quality
Brand safety
- PROFANITY0.4%
- CAPS RAGE2.5%
- SPAM/PASTA3.2%
- BOT MSGS0.8%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | youtube.com | ×30 | 1 | 8m→428m | BOT TIMER |
| LINK | twitch.tv | ×5 | 3 | 35m→389m | BOT TIMER |
| CMD | !guildrun | ×3 | 3 | 375m→389m | ORGANIC |
| LINK | ggtalent.gg | ×3 | 1 | 375m→389m | BOT TIMER |
| CMD | !vods | ×2 | 1 | 114m→143m | ORGANIC |
| CMD | !setgame | ×2 | 1 | 128m→350m | ORGANIC |
| CMD | !critters | ×1 | 1 | 26m→26m | ORGANIC |
| LINK | store.steampowered.com | ×1 | 1 | 56m→56m | ORGANIC |
| CMD | !youtube | ×1 | 1 | 68m→68m | ORGANIC |
| CMD | !dota | ×1 | 1 | 103m→103m | ORGANIC |
| LINK | youtu.be | ×1 | 1 | 103m→103m | BOT TIMER |
| CMD | !rank | ×1 | 1 | 133m→133m | ORGANIC |
| LINK | op.gg | ×1 | 1 | 133m→133m | BOT TIMER |
| LINK | aoestats.io | ×1 | 1 | 143m→143m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES2.0%
- EN40.6%
- OTHER / EMOTE-ONLY57.4%
language of written messages · emote-only spam excluded from ES/EN
Audience overlap
- streamer_alpha34% shared
- streamer_beta21% shared
- streamer_gamma9% shared
- streamer_delta4% shared
shared active chatters · real version needs chat dumps of candidate streamers
Growth track
real version fetches channel history via twitchtracker / helix
Grubby stream analytics summary
Grubby's Warcraft III stream "straight to gameplay boys" on Jul 19, 2026 generated 5,582 messages from 1,231 unique chatters (12.3 msgs/min average, peaking at 74/min). Sentiment ran 583 positive vs 68 negative, and the top keyword was "that" (×292). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.