WillerZ — Escape from Tarkov stream analytics — Jul 17, 2026
FULL STREAM INTELLIGENCE · Escape from Tarkov
Jul 17, 2026 · VOD 2822123544
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 17:000.00→1.00Δ+1.00
- 577:000.00→1.00Δ+1.00
- 561:000.11→1.00Δ+0.89
- 18:001.00→0.17Δ-0.83
- 415:000.50→-0.33Δ-0.83
- 454:00-0.33→0.40Δ+0.73
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
8 first-time chatters in one minute (raid-like influx)
- T4CT1CALCHA0S12: this is an absolute fucking baner
- envy44: hello mfs
4 emote msgs — ×4 the average
- MrPoffGaming: she wasn’t tall but she was beautiful. I was like why the fuck are you on Craigs
- AyBeZe: @sTaTicTTV_ that’s a man with bolt ons. willerTOPKEK
6 emote msgs — ×6 the average
- jaaycal_: what’s the setting to get that quick dropdown to heal
- jfinleyk: i need to lvl up my pvp account lol
5 emote msgs — ×5 the average
- itz_rel0aded: YIKES!!! He's saying Mog in a serious way.
- Corayyz: 17k hours?!?!?!
10 emote msgs — ×10 the average
- Al_Smizzle: @CNOSplitJaw looooooooooooooooool
- Pwall01: 17k hours and a rat KEKW
Keyword tracker
- that435
- with322
- just300
- this283
- your250
- have243
- https224
- like224
- they211
- what171
- twitch168
- from155
- will155
- willerz145
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 339 | 1.00 | known | known bot account |
| streamelements | 10 | 1.00 | known | known bot account |
Emote pulse
- LUL352
- KEKW95
- willerGATOR80
- willerTaiga162
- willerBhop60
- Kappa31
- willerCarolina20
- willerJam18
Evidence tape
- 00:00StreamElementsOPENER
WillerZ is now live! Streaming Escape from Tarkov: BLACKOUT !EVENT | !OperaGX
- 20:00Cell_ShotPING
@WillerZ you right king
- 30:00NightbotPING
@WillerZ - BLACKOUT EVENT & TEARGAS PVP!! | Escape From Tarkov - https://youtu.be/cNoYuR-CzLs
- 42:00amishkiddPING
@WillerZ how did you quit lol i have been trying lol
- 45:00NightbotPING
Check out the youtube channel https://youtube.com/@willerz4?si=WkEjFYzaIlsLtVdy
- 46:00NightbotPING
@WillerZ - BLACKOUT EVENT & TEARGAS PVP!! | Escape From Tarkov - https://youtu.be/cNoYuR-CzLs
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→595m | Share |
|---|---|---|---|---|---|
| 01 | Nightbot | MODBOT | 339 | 5.8% | |
| 02 | Al_Smizzle | MOD | 256 | 4.4% | |
| 03 | MrPoffGaming | VIP | 167 | 2.9% | |
| 04 | Primacord | 165 | 2.8% | ||
| 05 | Pichoto | 142 | 2.4% | ||
| 06 | cpdpro | SUB | 102 | 1.7% | |
| 07 | jfinleyk | 94 | 1.6% | ||
| 08 | Braaap222 | MOD | 84 | 1.4% | |
| 09 | EBanger_TTV | 79 | 1.4% | ||
| 10 | lundajm | 77 | 1.3% | ||
| 11 | S2Khali | 73 | 1.3% | ||
| 12 | T4CT1CALCHA0S12 | 71 | 1.2% | ||
| 13 | Fraqzillaa | SUB | 61 | 1.0% | |
| 14 | itz_rel0aded | 59 | 1.0% | ||
| 15 | Corayyz | 59 | 1.0% | ||
| 16 | Snowy3nd | 57 | 1.0% | ||
| 17 | AyBeZe | VIP | 55 | 0.9% | |
| 18 | TheWalkingDad263 | 55 | 0.9% | ||
| 19 | 33blunts_ | MODSUB | 54 | 0.9% | |
| 20 | Neiara__ | 53 | 0.9% |
User types · badge mix
- SUBSCRIBER1,047 · 18%
- PREMIUM1,007 · 17%
- MODERATOR861 · 15%
- SUB-GIFTER463 · 8%
- TURBO414 · 7%
- BOT-BADGE347 · 6%
- PARTNER301 · 5%
- VIP291 · 5%
New chatters · arrival curve
first-message arrivals · 0m → 595m
29 joined in the first 2 minutes = 3% of all chatters
Most mentioned
- @willerz86 · 44u
- @mrpoffgaming62 · 28u
- @al_smizzle50 · 24u
- @primacord38 · 17u
- @cnosplitjaw31 · 13u
- @itz_rel0aded16 · 9u
- @33blunts_14 · 6u
- @willerz410 · 1u
Top interactors
- mrpoffgaming49
- al_smizzle45
- primacord45
- nightbot38
- itz_rel0aded26
- corayyz20
- tronzorb15
- 33blunts_14
Chat tape
- 00:00StreamElementsOPENER
WillerZ is now live! Streaming Escape from Tarkov: BLACKOUT !EVENT | !OperaGX
- 20:00Cell_ShotPING
@WillerZ you right king
- 30:00NightbotPING
@WillerZ - BLACKOUT EVENT & TEARGAS PVP!! | Escape From Tarkov - https://youtu.be/cNoYuR-CzLs
- 42:00amishkiddPING
@WillerZ how did you quit lol i have been trying lol
- 45:00NightbotPING
Check out the youtube channel https://youtube.com/@willerz4?si=WkEjFYzaIlsLtVdy
- 46:00NightbotPING
@WillerZ - BLACKOUT EVENT & TEARGAS PVP!! | Escape From Tarkov - https://youtu.be/cNoYuR-CzLs
- 70:00PuIseHunterWALL
Specifically for the weekend warriors, the following changes coming in an hour: › Labs raid time increased to 30 min in
- 126:00StreamElementsWALL
ok so one time I had this girl come back to my house off of Craigslist and I was hooking up with her but she had a colos
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS1.7%
- QUESTIONS11.2%
- MENTIONS14.6%
- COMMANDS1.2%
Top multiplier
- 02KEKW×95
- 03willerGATOR×80
- 04willerTaiga1×62
Emote leaderboard
- LUL×352
- KEKW×95
- willerGATOR×80
- willerTaiga1×62
- willerBhop×60
- Kappa×31
- willerCarolina×20
- willerJam×18
- willerTOPKEK×12
- stankratJAM×12
- :D×10
- <3×10
- willerRAGE×10
- :)×9
- willerRe×8
- willerKt×8
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | Check out Girls’ Frontline 2: Exilium today https://sunborn.onelink.me/fxKG/pc81WillerZ #AD | ×49 | 1 | 5m→594m | NICHE |
| 02 | If you are looking for people to hang out with or find a group to play Escape from Tarkov . Feel free to join the WillerZ Discord; https://discord.gg/3XxX4nF | ×38 | 1 | 1m→584m | NICHE |
| 03 | KEKW | ×37 | 18 | 30m→562m | VIRAL |
| 04 | Hey Fellas! Did you know that Amazon and Twitch linked up to give you Prime users one free subscription to your favorite content creator every month!!?? All you've gotta do is Link your twitch to your amazon prime account and you'll be able to subscribe to WillerZ for free!! Use the link here to sub with Twitch Prime! ~ https://www.twitch.tv/subs/WillerZ ~ willerGATOR willerTaiga1 willerBhop | ×30 | 1 | 4m→585m | NICHE |
| 05 | If you are using your phone and you'd love to subscribe to this cob slayer. Click this link; https://www.twitch.tv/products/willer_z/ticket | ×28 | 1 | 4m→584m | NICHE |
| 06 | If you are just lurking and enjoying the content. Will thanks you for being here but make sure you are followed so you can keep an eye on this cob slayer. | ×26 | 1 | 34m→585m | NICHE |
| 07 | why not? | ×23 | 1 | 40m→478m | NICHE |
| 08 | Stop being boring! Mods have completely transformed the way OperaGX looks! Download the browser today! #AD - https://operagx.gg/WillerZaff | ×20 | 1 | 9m→574m | NICHE |
| 09 | FUCK | ×18 | 1 | 0m→560m | NICHE |
| 10 | BLACKOUT EVENT ON LABS! https://x.com/tarkov/status/2077012312653775216?s=20 | ×17 | 1 | 22m→558m | NICHE |
Keyword cloud
Mood regime
Spam tape
- 70:00PuIseHunterWALL
Specifically for the weekend warriors, the following changes coming in an hour: › Labs raid time increased to 30 min in
- 126:00StreamElementsWALL
ok so one time I had this girl come back to my house off of Craigslist and I was hooking up with her but she had a colos
- 190:00StreamElementsWALL
ok so one time I had this girl come back to my house off of Craigslist and I was hooking up with her but she had a colos
- 217:00EmDoFWALL
'' Specifically for the weekend warriors, the following changes coming in an hour: › Labs raid time increased to 30 min
- 260:00T4CT1CALCHA0S12WALL
Balancing changes for the "Blackout" event: ● Raid duration on The Lab has been increased to 30 minutes in PvP and 35 mi
- 400:00StreamElementsWALL
ok so one time I had this girl come back to my house off of Craigslist and I was hooking up with her but she had a colos
- 408:00StreamElementsWALL
ok so one time I had this girl come back to my house off of Craigslist and I was hooking up with her but she had a colos
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 msg325USERS325MSGS5.6%
- 2-4 msgs289USERS778MSGS13.3%
- 5-19 msgs169USERS1,520MSGS26.1%
- 20+ msgs60USERS3,210MSGS55.0%
60 super-active users (7.1% of chatters) wrote 55% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @willerz86 · by 44 users
- @mrpoffgaming62 · by 28 users
- @al_smizzle50 · by 24 users
- @primacord38 · by 17 users
- @cnosplitjaw31 · by 13 users
- @itz_rel0aded16 · by 9 users
- @33blunts_14 · by 6 users
- @willerz410 · by 1 users
- @lundajm10 · by 7 users
- @aybeze9 · by 6 users
Top interactors
- mrpoffgaming49 sent
- al_smizzle45 sent
- primacord45 sent
- nightbot38 sent
- itz_rel0aded26 sent
- corayyz20 sent
- tronzorb15 sent
- 33blunts_14 sent
- notcoleman13 sent
- ebanger_ttv13 sent
Badge mix
- SUBSCRIBER1047 · 18%
- PREMIUM1007 · 17%
- MODERATOR861 · 15%
- SUB-GIFTER463 · 8%
- TURBO414 · 7%
- BOT-BADGE347 · 6%
- PARTNER301 · 5%
- VIP291 · 5%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | nightbot | → | willerz | 23 | |
| 02 | nightbot | → | willerz4 | 10 | |
| 03 | rainbowjippi | → | willerz | 9 | |
| 04 | mrpoffgaming | → | al_smizzle | 8 | |
| 05 | al_smizzle | → | mrpoffgaming | 8 | |
| 06 | streamelements | → | mrpoffgaming | 8 | |
| 07 | 33blunts_ | → | mrpoffgaming | 6 | |
| 08 | mrpoffgaming | → | 33blunts_ | 6 | |
| 09 | tronzorb | → | eckybox | 6 | |
| 10 | corayyz | → | cnosplitjaw | 6 | |
| 11 | al_smizzle | → | cnosplitjaw | 6 | |
| 12 | al_smizzle | → | primacord | 5 |
Chat tape
- 00:00StreamElementsOPENER
WillerZ is now live! Streaming Escape from Tarkov: BLACKOUT !EVENT | !OperaGX
- 20:00Cell_ShotPING
@WillerZ you right king
- 30:00NightbotPING
@WillerZ - BLACKOUT EVENT & TEARGAS PVP!! | Escape From Tarkov - https://youtu.be/cNoYuR-CzLs
- 42:00amishkiddPING
@WillerZ how did you quit lol i have been trying lol
- 45:00NightbotPING
Check out the youtube channel https://youtube.com/@willerz4?si=WkEjFYzaIlsLtVdy
- 46:00NightbotPING
@WillerZ - BLACKOUT EVENT & TEARGAS PVP!! | Escape From Tarkov - https://youtu.be/cNoYuR-CzLs
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
- PROFANITY3.2%
- CAPS RAGE1.7%
- SPAM/PASTA6.6%
- BOT MSGS6.0%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | twitch.tv | ×64 | 1 | 4m→585m | BOT TIMER |
| LINK | sunborn.onelink.me | ×49 | 1 | 5m→594m | BOT TIMER |
| LINK | discord.gg | ×39 | 1 | 1m→584m | BOT TIMER |
| LINK | youtu.be | ×23 | 1 | 30m→586m | BOT TIMER |
| LINK | operagx.gg | ×20 | 1 | 9m→574m | BOT TIMER |
| CMD | !event | ×17 | 17 | 22m→558m | ORGANIC |
| LINK | x.com | ×17 | 1 | 22m→558m | BOT TIMER |
| LINK | youtube.com | ×10 | 1 | 45m→585m | BOT TIMER |
| CMD | !leakage | ×8 | 3 | 126m→538m | ORGANIC |
| CMD | !sens | ×5 | 3 | 39m→226m | ORGANIC |
| CMD | !settings | ×5 | 5 | 78m→223m | ORGANIC |
| CMD | !song | ×4 | 4 | 9m→497m | ORGANIC |
| CMD | !postfx | ×4 | 4 | 80m→433m | ORGANIC |
| LINK | clips.twitch.tv | ×2 | 1 | 20m→225m | BOT TIMER |
Sponsor lift · ad-read impact
Audience language
- ES0.9%
- EN50.3%
- OTHER / EMOTE-ONLY48.8%
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
WillerZ stream analytics summary
WillerZ's Escape from Tarkov stream "BLACKOUT !EVENT | !OperaGX" on Jul 17, 2026 generated 5,833 messages from 843 unique chatters (9.8 msgs/min average, peaking at 64/min). Sentiment ran 785 positive vs 31 negative, and the top keyword was "that" (×435). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.