zarbex — Rust stream analytics — Jul 19, 2026
FULL STREAM INTELLIGENCE · Rust
Jul 19, 2026 · VOD 2823709868
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 265:000.21→-0.20Δ-0.41
- 384:000.36→0.00Δ-0.36
- 354:000.40→0.07Δ-0.33
- 107:000.22→-0.10Δ-0.32
- 116:000.00→0.29Δ+0.29
- 353:000.11→0.40Δ+0.29
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
43 emote msgs — ×6.8 the average
- Darkshadow23112k14: Darkshadow23112k14 subscribed with Prime. They've subscribed for 12 months!
- mischka_87: TwitchConHYPE TwitchConHYPE TwitchConHYPE
51 emote msgs — ×8 the average
- fischbroetchen88: FAAAAAAHHHH TUFFF
- Philllllllllllip: Yoyoyoyoyo fpcCoffee
59 first-time chatters in one minute (raid-like influx)
- fischbroetchen88: FAAAAAAHHHH TUFFF
- Philllllllllllip: Yoyoyoyoyo fpcCoffee
75 first-time chatters in one minute (raid-like influx)
- josefine4567: hiii gehe wieder schlafen
- rhino1991: zarbexMoin zarbexMoin
73 first-time chatters in one minute (raid-like influx)
- idrisnicer: Kommt heute noch SIms?
- poldy225: Neuer Teppich nice
Keyword tracker
- nicht771
- subscribed662
- zarbex596
- auch471
- noch405
- aber381
- https341
- prime333
- doch330
- sind325
- they've313
- months303
- oder289
- jetzt287
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 568 | 1.00 | known | known bot account |
| pr3nky | 12 | 0.55 | medium | 10 messages fired <2s apart · 12 msgs/min sustained |
| octron2004 | 11 | 0.55 | medium | 10 messages fired <2s apart · 11 msgs/min sustained |
| 1upvision | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| idrisnicer | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
Emote pulse
- LUL2,001
- zarbexHehe1,444
- zarbexSmalld1,377
- omE460
- zarbexGeil436
- zarbexTuch282
- zarbexBob250
- DinoDance223
Evidence tape
- 00:00SALZMYTHOSOPENER
JAAA
- 05:00flobe2311PING
flobe2311 watched 130 consecutive streams and sparked a watch streak! Geil @zarbex
- 08:00mrpokabulpPING
@zarbex rein in die reaction?
- 09:00FossabotPING
𝗧𝘄𝗶𝘁𝘁𝗲𝗿: twitter.com/ichbinzarbex │ 𝗜𝗻𝘀𝘁𝗮: instagram.com/zarbex/ │ 𝗧𝗶𝗸𝗧𝗼𝗸: tiktok.com/@zarbex │ 𝗬𝗧-�
- 09:00FossabotPING
𝗧𝘄𝗶𝘁𝘁𝗲𝗿: twitter.com/ichbinzarbex │ 𝗜𝗻𝘀𝘁𝗮: instagram.com/zarbex/ │ 𝗧𝗶𝗸𝗧𝗼𝗸: tiktok.com/@zarbex │ 𝗬𝗧-�
- 09:00FossabotPING
𝗧𝘄𝗶𝘁𝘁𝗲𝗿: twitter.com/ichbinzarbex │ 𝗜𝗻𝘀𝘁𝗮: instagram.com/zarbex/ │ 𝗧𝗶𝗸𝗧𝗼𝗸: tiktok.com/@zarbex │ 𝗬𝗧-�
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→476m | Share |
|---|---|---|---|---|---|
| 01 | Fossabot | MODBOT | 568 | 3.1% | |
| 02 | SALZMYTHOS | 375 | 2.1% | ||
| 03 | sascho_92 | 282 | 1.6% | ||
| 04 | max1miert | 254 | 1.4% | ||
| 05 | Karni21 | 165 | 0.9% | ||
| 06 | AndThenWhatIsThen | SUB | 161 | 0.9% | |
| 07 | n8cho | 137 | 0.8% | ||
| 08 | lama_without_aim | 125 | 0.7% | ||
| 09 | X_WASTED | 115 | 0.6% | ||
| 10 | badeente_87 | 113 | 0.6% | ||
| 11 | Nick12469778 | 112 | 0.6% | ||
| 12 | Retrith | 103 | 0.6% | ||
| 13 | BelloBang | SUB | 96 | 0.5% | |
| 14 | Avii509 | 94 | 0.5% | ||
| 15 | leonskennedy141 | 93 | 0.5% | ||
| 16 | Philllllllllllip | 90 | 0.5% | ||
| 17 | sandrix101 | MOD | 90 | 0.5% | |
| 18 | surronstero | 85 | 0.5% | ||
| 19 | TheCoIIector89 | 72 | 0.4% | ||
| 20 | MEBACHH | 71 | 0.4% |
User types · badge mix
- SUBSCRIBER2,971 · 16%
- PREMIUM2,743 · 15%
- WENT-OUTSIDE799 · 4%
- MODERATOR724 · 4%
- RPLACE-2023701 · 4%
- TWITCH-RECAP-2025609 · 3%
- BOT-BADGE578 · 3%
- BLOSSOM-BADGE518 · 3%
New chatters · arrival curve
first-message arrivals · 0m → 476m
111 joined in the first 2 minutes = 3% of all chatters
Most mentioned
- @zarbex229 · 134u
- @salzmythos108 · 29u
- @zarbexlive43 · 1u
- @1up43 · 1u
- @sandrix10142 · 19u
- @andthenwhatisthen40 · 12u
- @sascho_9237 · 12u
- @zarbexuncut30 · 1u
Top interactors
- fossabot252
- salzmythos135
- andthenwhatisthen67
- sascho_9256
- sandrix10153
- bellobang35
- r34lr4p0nly28
- hufkiiid25
Chat tape
- 00:00SALZMYTHOSOPENER
JAAA
- 05:00flobe2311PING
flobe2311 watched 130 consecutive streams and sparked a watch streak! Geil @zarbex
- 08:00mrpokabulpPING
@zarbex rein in die reaction?
- 09:00FossabotPING
𝗧𝘄𝗶𝘁𝘁𝗲𝗿: twitter.com/ichbinzarbex │ 𝗜𝗻𝘀𝘁𝗮: instagram.com/zarbex/ │ 𝗧𝗶𝗸𝗧𝗼𝗸: tiktok.com/@zarbex │ 𝗬𝗧-�
- 09:00FossabotPING
𝗧𝘄𝗶𝘁𝘁𝗲𝗿: twitter.com/ichbinzarbex │ 𝗜𝗻𝘀𝘁𝗮: instagram.com/zarbex/ │ 𝗧𝗶𝗸𝗧𝗼𝗸: tiktok.com/@zarbex │ 𝗬𝗧-�
- 09:00FossabotPING
𝗧𝘄𝗶𝘁𝘁𝗲𝗿: twitter.com/ichbinzarbex │ 𝗜𝗻𝘀𝘁𝗮: instagram.com/zarbex/ │ 𝗧𝗶𝗸𝗧𝗼𝗸: tiktok.com/@zarbex │ 𝗬𝗧-�
- 24:00FossabotWALL
REGELN: 1. RESPEKT - gegenüber allen Teilnehmern! | 2. KEIN SPAM | 3. KEINE WERBUNG | 4. KEINE DISKRIMINIERUNG/RASSISMUS
- 56:00FossabotWALL
REGELN: 1. RESPEKT - gegenüber allen Teilnehmern! | 2. KEIN SPAM | 3. KEINE WERBUNG | 4. KEINE DISKRIMINIERUNG/RASSISMUS
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS2.4%
- QUESTIONS7.1%
- MENTIONS8.7%
- COMMANDS2.5%
Top multiplier
- 02zarbexHehe×1444
- 03zarbexSmalld×1377
- 04omE×460
Emote leaderboard
- LUL×2,001
- zarbexHehe×1,444
- zarbexSmalld×1,377
- omE×460
- zarbexGeil×436
- zarbexTuch×282
- zarbexBob×250
- DinoDance×223
- zarbexMoin×182
- :D×180
- zarbexTasty×160
- zarbexTschuess×146
- zarbexHyper×142
- NotLikeThis×110
- zarbexFlex×106
- <3×104
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | !jackpot | ×199 | 187 | 387m→390m | VIRAL |
| 02 | ome44 | ×111 | 30 | 10m→468m | VIRAL |
| 03 | BSG (Backseat-Gaming): Bitte gebt Tipps und Hilfestellungen nur auf ausdrückliche Nachfrage. „Tu dies“ oder „Mach das“ sind (besonders im RP) nicht erwünscht. Kein META-GAMING: Infos darüber, was bei anderen Streamern ingame passiert zu schreiben ist strikt untersagt. Genießt den Stream und lasst euch einfach überraschen! peepoComfy | ×67 | 1 | 24m→383m | NICHE |
| 04 | Moin | ×64 | 61 | 0m→471m | VIRAL |
| 05 | wideBoink | ×60 | 31 | 2m→459m | VIRAL |
| 06 | LUL LUL LUL | ×53 | 39 | 8m→471m | VIRAL |
| 07 | zarbexHehe zarbexHehe zarbexHehe | ×52 | 25 | 1m→474m | VIRAL |
| 08 | hahahaha | ×49 | 34 | 230m→466m | VIRAL |
| 09 | !Jackpot | ×46 | 44 | 387m→389m | VIRAL |
| 10 | hahaha | ×45 | 30 | 13m→474m | VIRAL |
Keyword cloud
Mood regime
Spam tape
- 24:00FossabotWALL
REGELN: 1. RESPEKT - gegenüber allen Teilnehmern! | 2. KEIN SPAM | 3. KEINE WERBUNG | 4. KEINE DISKRIMINIERUNG/RASSISMUS
- 56:00FossabotWALL
REGELN: 1. RESPEKT - gegenüber allen Teilnehmern! | 2. KEIN SPAM | 3. KEINE WERBUNG | 4. KEINE DISKRIMINIERUNG/RASSISMUS
- 87:00FossabotWALL
REGELN: 1. RESPEKT - gegenüber allen Teilnehmern! | 2. KEIN SPAM | 3. KEINE WERBUNG | 4. KEINE DISKRIMINIERUNG/RASSISMUS
- 118:00FossabotWALL
REGELN: 1. RESPEKT - gegenüber allen Teilnehmern! | 2. KEIN SPAM | 3. KEINE WERBUNG | 4. KEINE DISKRIMINIERUNG/RASSISMUS
- 119:00FossabotWALL
REGELN: 1. RESPEKT - gegenüber allen Teilnehmern! | 2. KEIN SPAM | 3. KEINE WERBUNG | 4. KEINE DISKRIMINIERUNG/RASSISMUS
- 150:00FossabotWALL
REGELN: 1. RESPEKT - gegenüber allen Teilnehmern! | 2. KEIN SPAM | 3. KEINE WERBUNG | 4. KEINE DISKRIMINIERUNG/RASSISMUS
- 181:00FossabotWALL
REGELN: 1. RESPEKT - gegenüber allen Teilnehmern! | 2. KEIN SPAM | 3. KEINE WERBUNG | 4. KEINE DISKRIMINIERUNG/RASSISMUS
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 msg2,156USERS2,156MSGS11.9%
- 2-4 msgs1,240USERS3,281MSGS18.2%
- 5-19 msgs598USERS5,223MSGS28.9%
- 20+ msgs151USERS7,413MSGS41.0%
151 super-active users (3.6% of chatters) wrote 41% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @zarbex229 · by 134 users
- @salzmythos108 · by 29 users
- @zarbexlive43 · by 1 users
- @1up43 · by 1 users
- @sandrix10142 · by 19 users
- @andthenwhatisthen40 · by 12 users
- @sascho_9237 · by 12 users
- @zarbexuncut30 · by 1 users
- @mistergeil30 · by 1 users
- @r34lr4p0nly26 · by 11 users
Top interactors
- fossabot252 sent
- salzmythos135 sent
- andthenwhatisthen67 sent
- sascho_9256 sent
- sandrix10153 sent
- bellobang35 sent
- r34lr4p0nly28 sent
- hufkiiid25 sent
- retrith23 sent
- xfaaaiith23 sent
Badge mix
- SUBSCRIBER2971 · 16%
- PREMIUM2743 · 15%
- WENT-OUTSIDE799 · 4%
- MODERATOR724 · 4%
- RPLACE-2023701 · 4%
- TWITCH-RECAP-2025609 · 3%
- BOT-BADGE578 · 3%
- BLOSSOM-BADGE518 · 3%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | fossabot | → | zarbex | 60 | |
| 02 | fossabot | → | zarbexlive | 43 | |
| 03 | fossabot | → | 1up | 43 | |
| 04 | fossabot | → | zarbexuncut | 30 | |
| 05 | fossabot | → | mistergeil | 30 | |
| 06 | andthenwhatisthen | → | salzmythos | 28 | |
| 07 | salzmythos | → | andthenwhatisthen | 21 | |
| 08 | fossabot | → | zarbex_tv | 15 | |
| 09 | fossabot | → | zweivermengte | 14 | |
| 10 | sascho_92 | → | salzmythos | 13 | |
| 11 | hufkiiid | → | sascho_92 | 13 | |
| 12 | salzmythos | → | sandrix101 | 11 |
Chat tape
- 00:00SALZMYTHOSOPENER
JAAA
- 05:00flobe2311PING
flobe2311 watched 130 consecutive streams and sparked a watch streak! Geil @zarbex
- 08:00mrpokabulpPING
@zarbex rein in die reaction?
- 09:00FossabotPING
𝗧𝘄𝗶𝘁𝘁𝗲𝗿: twitter.com/ichbinzarbex │ 𝗜𝗻𝘀𝘁𝗮: instagram.com/zarbex/ │ 𝗧𝗶𝗸𝗧𝗼𝗸: tiktok.com/@zarbex │ 𝗬𝗧-�
- 09:00FossabotPING
𝗧𝘄𝗶𝘁𝘁𝗲𝗿: twitter.com/ichbinzarbex │ 𝗜𝗻𝘀𝘁𝗮: instagram.com/zarbex/ │ 𝗧𝗶𝗸𝗧𝗼𝗸: tiktok.com/@zarbex │ 𝗬𝗧-�
- 09:00FossabotPING
𝗧𝘄𝗶𝘁𝘁𝗲𝗿: twitter.com/ichbinzarbex │ 𝗜𝗻𝘀𝘁𝗮: instagram.com/zarbex/ │ 𝗧𝗶𝗸𝗧𝗼𝗸: tiktok.com/@zarbex │ 𝗬𝗧-�
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
- PROFANITY0.1%
- CAPS RAGE2.4%
- SPAM/PASTA6.2%
- BOT MSGS3.1%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| CMD | !jackpot | ×245 | 212 | 387m→390m | ORGANIC |
| LINK | youtu.be | ×65 | 3 | 26m→475m | BOT TIMER |
| LINK | 1up.deals | ×57 | 1 | 2m→469m | BOT TIMER |
| LINK | twitch.tv | ×54 | 16 | 10m→469m | BOT TIMER |
| LINK | voting-goenrgy.com | ×34 | 2 | 25m→390m | BOT TIMER |
| LINK | open.spotify.com | ×33 | 1 | 28m→469m | BOT TIMER |
| LINK | youtube.com | ×27 | 1 | 35m→475m | BOT TIMER |
| LINK | zarbex.shop | ×26 | 1 | 24m→463m | BOT TIMER |
| CMD | !prime | ×21 | 15 | 29m→449m | ORGANIC |
| LINK | twitch.amazon.com | ×21 | 1 | 29m→449m | BOT TIMER |
| LINK | amazon.de | ×21 | 1 | 29m→449m | BOT TIMER |
| LINK | discord.gg | ×20 | 1 | 1m→452m | BOT TIMER |
| CMD | !socials | ×19 | 19 | 9m→424m | ORGANIC |
| CMD | !termine | ×19 | 15 | 13m→476m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES2.6%
- EN6.6%
- OTHER / EMOTE-ONLY90.8%
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
zarbex stream analytics summary
zarbex's Rust stream "🤏 MR. GEIL STREAMT 🤏 100 STREAMER AUF 1 RUST SERVER 🤏FINALE ESKALATION 🤏 !spotify !socials !merch" on Jul 19, 2026 generated 18,073 messages from 4,145 unique chatters (37.9 msgs/min average, peaking at 274/min). Sentiment ran 995 positive vs 76 negative, and the top keyword was "nicht" (×771). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.