咖撒 - League of Legends stream analytics - Jul 18, 2026

FULL STREAM INTELLIGENCE · League of Legends

Jul 18, 2026 · VOD 2822914609

Chat mood & viewers

25,157 MSGS

Positive

498

2.0% of msgs

Negative

0.1% of msgs

Neutral

24,628

97.9% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

498 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

284:000.00→0.25Δ+0.25

Mood regime · per minute

396 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

396 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

25:00INFLUX×6.8clip suggested Watch VOD
47 first-time chatters in one minute (raid-like influx)
- Nlgntboot: Nlgntboot watched 15 consecutive streams and sparked a watch streak! qpdbColordo
- 頭盔500倍: 你脫衣服脫不了我幫你脫
42:00INFLUX×4.9clip suggested Watch VOD
34 first-time chatters in one minute (raid-like influx)
- kiwipuppy22: mmdZZZZ mmdZZZZ mmdZZZZ 左手固定位置在桌下嗎
- lastyhyt: 玩瑟瑟的遊戲也是嗎
95:00EMOTES×7.4clip suggested Watch VOD
69 emote msgs — ×7.4 the average
- lmm7414: 我將嚴肅研究大獲全勝
- 北海嗷嗷豹: 主播今天心情好哦有連麥
103:00EMOTES×9.7clip suggested Watch VOD
90 emote msgs — ×9.7 the average
- 花火キサキ: @哩喜勒工三小 7
- 小汪夠夠: @哩喜勒工三小 MingLee
126:00EMOTES×6.2clip suggested Watch VOD
58 emote msgs — ×6.2 the average
- csy0886: guanwe1Cute
- 頑皮の玉子燒: @芋津_超愛圖奇破熊不鳥人==

Keyword tracker

TOP 14

https211
youtube186
許哥牛逼184
karsa173
yt新片154
7777141
77777129
777777121
watch112
大獲全勝108
77777777103
777777797
77777777795
7777777777786

Bot radar

12 FLAGGED

Suspect	Msgs	Score	Conf	Signals
streamelements	156	1.00	known	known bot account
nightbot	71	1.00	known	known bot account
csy0886	110	0.45	medium	repeated one message ×89 (81% of output)
amandatai07	18	0.45	medium	repeated one message ×9 (50% of output)
akatsuki_34618	14	0.45	medium	repeated one message ×7 (50% of output)
linwei43	11	0.45	medium	repeated one message ×7 (64% of output)
bibo920830	10	0.45	medium	repeated one message ×5 (50% of output)
lh_0325	10	0.45	medium	repeated one message ×5 (50% of output)
kidzuta	9	0.45	medium	repeated one message ×6 (67% of output)
qaz0206	8	0.45	medium	repeated one message ×4 (50% of output)
milsontw5	7	0.45	medium	repeated one message ×5 (71% of output)
lan0414520	7	0.45	medium	repeated one message ×4 (57% of output)

Emote pulse

TOP 8

cmonBruh7,580
LUL1,140
KappaPride432
MingLee322
hitomi32Fighting215
guanwe1Bangbang189
guanwe1Ummhaha117
guanwe186113

Evidence tape

6 MSGS

00:00StreamElementsOPENER
咖撒 is now live! Streaming League of Legends: [Karsa] 7/15 回來了播EWC KC vs T1 / GenG vs DK
01:00rw11anPING
@欸取欸樓 @karsalol lol問題
25:00NlgntbootWALL
Nlgntboot watched 15 consecutive streams and sparked a watch streak! qpdbColordog qpdbColordog2 qpdbColordog qpdbColordo
67:00我是阿奈PING
@karsalol 一起看bin大小姐啦
110:00鐵觀音醇奶茶WALL
主播是這個人跟你去韓國嗎 https://cdn.discordapp.com/attachments/1482437922094448823/1528017848629334016/image.png?ex=6a5cc504&is=6a5
113:00剪刀石頭布狼母WALL
咖哥看這個保證不害你https://cdn.discordapp.com/attachments/1526637243916353726/1527360640111480943/image.png?ex=6a5bb271&is=6a5a6

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

MSGS 25,157CHATTERS 2735POS 498NEG 31TOP KEYWORD “HTTPS” ×211GINI 0.71BOTS 12PEAK ×12.1 @ 165m

咖撒's League of Legends stream "[Karsa] 7/15 回來了播EWC KC vs T1 / GenG vs DK" on Jul 18, 2026 generated 25,157 messages from 2,735 unique chatters (63.5 msgs/min average, peaking at 329/min). Sentiment ran 498 positive vs 31 negative, and the top keyword was "https" (×211). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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