zarbex - IRL stream analytics - Jul 25, 2026
FULL STREAM INTELLIGENCE · IRL
Jul 25, 2026 · VOD 2828544844
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 1026:000.00→1.00Δ+1.00
- 1027:001.00→0.00Δ-1.00
- 1184:000.00→1.00Δ+1.00
- 1185:001.00→0.00Δ-1.00
- 1186:000.00→1.00Δ+1.00
- 1187:001.00→0.00Δ-1.00
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
109 emote msgs — ×12.8 the average
- goldyde: diese lahme Tempo ... boahey
- Karni21: Mikrofonparty ͏
56 first-time chatters in one minute (raid-like influx)
- officialleonn: auf gar keinen fall KEKW
- Flow6191: die bereiten wieder iregendwas vor xD
491 msgs — ×12.9 the stream average
- Lithoquaza: ist das alles geil omE
- TheRealGuybrushThreepwood: Nachbarn maybe?
58 first-time chatters in one minute (raid-like influx)
- Lithoquaza: ist das alles geil omE
- TheRealGuybrushThreepwood: Nachbarn maybe?
120 first-time chatters in one minute (raid-like influx)
- fantaexotic07: Türe zu lassen wenn die Klima an ist
- wayke02: schradin pennt bald
Keyword tracker
- nicht3,575
- zarbex2,582
- schradin2,498
- auch2,445
- doch1,671
- jetzt1,504
- dann1,494
- https1,488
- noch1,408
- aber1,380
- subscribed1,306
- carsten1,264
- tour1,257
- sind1,250
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 1,954 | 1.00 | known | known bot account |
| aecrobot | 10 | 1.00 | high | repeated one message ×10 (100% of output) · 9 messages fired <2s apart · 10 msgs/min sustained |
| philippro40 | 16 | 0.55 | medium | 5 messages fired <2s apart · 7.5 msgs/min sustained |
| unnormal_ttv | 12 | 0.55 | medium | 10 messages fired <2s apart · 6.1 msgs/min sustained |
| familie_bella | 12 | 0.55 | medium | 10 messages fired <2s apart · 12 msgs/min sustained |
| adrianthereslone | 12 | 0.55 | medium | 3 messages fired <2s apart · 10.6 msgs/min sustained |
| krawallbrause3000 | 11 | 0.55 | medium | 10 messages fired <2s apart · 11 msgs/min sustained |
| 1upvision | 40 | 0.45 | medium | repeated one message ×20 (50% of output) |
| le_ya93 | 28 | 0.45 | medium | repeated one message ×14 (50% of output) |
| cactushunchxo | 13 | 0.45 | medium | repeated one message ×8 (62% of output) |
| dzaferovic_king86 | 13 | 0.45 | medium | repeated one message ×7 (54% of output) |
| n3holmes | 12 | 0.45 | medium | repeated one message ×6 (50% of output) |
| mardex_1 | 11 | 0.45 | medium | repeated one message ×6 (55% of output) |
| damage_2205 | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| silentsecret777 | 9 | 0.45 | medium | repeated one message ×7 (78% of output) |
Emote pulse
- LUL14,898
- zarbexHehe7,545
- zarbexSmalld3,730
- zarbexGeil3,406
- omE1,745
- zarbexTuch1,524
- zarbexRedFlag1,368
- DinoDance1,361
Evidence tape
- 00:00xxBurnoutxOPENER
und go
- 08:00badrig93PING
@zarbex wo Mikrofon?
- 10:00datboifinn_PING
@zarbex mikro ist unter vorderreifen
- 11:00julio_rb95PING
Mic unterm Reifen @zarbex
- 11:00musti_abi67PING
@zarbex MIKRO
- 11:00musti_abi67PING
@zarbex MIKRO ͏
zarbex stream analytics summary
zarbex's IRL stream "🇮🇹 ITALIEN CAMPER TOUR MIT SCHRADIN 🇮🇹 HEUTE NACH PISA 🇮🇹 TAG 4 🇮🇹 !emma !prepmymeal !merch" on Jul 25, 2026 generated 77,128 messages from 10,633 unique chatters (38.2 msgs/min average, peaking at 565/min). Sentiment ran 5,840 positive vs 652 negative, and the top keyword was "nicht" (×3575). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.