Audience Signal Report

wess_awm

Broadcast audience pattern analysis

Kick Profile Broadcast

Category -

Started Jul 03, 09:18 a.m.

Status Finished

Duration 20m

Avg viewers 279.9

Peak viewers 333

Messages 339

Chatters 10

Streamer 30 day signal 41.3 Weighted from 37 real broadcast score(s).

Viewer 30 day signal 36.5 Based on viewer-hour weighted broadcast history.

Chat 30 day signal 46.4 87.3K messages and 1.4K chatters reviewed.

Viewer signal 52.6 Noticeable signal on a 0-100 scale. This is not a percentage of viewers.

Chat signal 31.5 Low signal from repeated, coordinated, or spam-like chat patterns.

Viewer and chat timeline

Viewers, messages, and unique chatters grouped into 5 minute buckets.

5 points

Model detayları

Her satır gerçek metrik değerini ve skora etkisini gösterir. Artı işaret şüpheyi artırır, eksi işaret azaltır.

Puanlayan: heuristic-0.2

Viewbot

Ani izleyici sıçraması 0.889 -0.28

İzleyici eğri düzlüğü 0.0% -0.92

İzleyici / chatter oranı 0.036 +0.64

Bot paketi yakınlığı 0.0% -0.90

Chatter ekosistem aşinalığı 100.0% -1.00

Mesaj / viewer saat uyumu 3.645 +0.56

Chatbot

Rakamla biten ad oranı 40.0% +0.10

Chatter / izleyici oranı 0.036 +0.64

Rozetli chat payı 91.7% -0.51

Viewer tarafı bağlamı 47.4% +0.00

Yakın tekrar mesaj oranı 30.1% -0.02

Kullanıcı adı paterni 40.0% -0.04

Mesaj aralık düzenliliği 55.8% -0.71

Koordineli tekrar oranı - +0.00

Viewbot şüphesi 0.53 logit 0.10

0.00 temiz 0.40 dikkat 0.70 alarm 1.00

Chatbot şüphesi 0.31 logit -0.78

0.00 temiz 0.40 dikkat 0.70 alarm 1.00

Chatters / avg viewers 0.036

Messages per viewer-hour 3.65

Peak / average viewers 1.19

Largest 5m viewer jump 248.8

Viewer curve flatness 0.0%

Repeated message share 30.1%

Digit-ending names 40.0%

Emote-only share 72.3%

Bans / hour 0.00

Chat restrictions none

Repeated message examples

Exact phrases that contributed to the chat signal.

[emote:4118089:wessawmwesskekw1] 23 messages - 2 users

[emote:4816664:wessawmpragmatic] 16 messages - 4 users

[emote:1730755:emojibubbly] 15 messages - 2 users

!p 10 messages - 5 users

[emote:3838459:wessawmwess] 8 messages - 2 users

Top chatter concentration

High-volume chatters used for concentration checks.

No top chatter breakdown available.