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小亮 - League of Legends stream analytics - Jul 17, 2026

FULL STREAM INTELLIGENCE · League of Legends

Jul 17, 2026 · VOD 2822186172

Chat mood & viewers

2,838 MSGS
Positive
16
0.6% of msgs
Negative
1
0.0% of msgs
Neutral
2,821
99.4% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

16 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 10:000.00→0.50Δ+0.50
  • 11:000.50→0.00Δ-0.50
  • 85:000.00→0.33Δ+0.33
  • 86:000.33→0.00Δ-0.33
  • 174:000.00→0.25Δ+0.25
  • 175:000.25→0.00Δ-0.25

Mood regime · per minute

250 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

250 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 05:00INFLUX×8.3clip suggested Watch VOD

    10 first-time chatters in one minute (raid-like influx)

    • 亮仔520: p1lepeClap p1lepeClap p1lepeClap
    • 亮仔520: p1lepeClap p1lepeClap p1lepeClap p1lepeClap
  2. 101:00EMOTES×7.1clip suggested Watch VOD

    30 emote msgs — ×7.1 the average

    • 大鉤一甩悠星龜波: 有人提到花貓嗎 gear699
    • 黑貓物流阿祥: p1lepeMinglee p1lepeMinglee
  3. 101:00INFLUX×6.6clip suggested Watch VOD

    8 first-time chatters in one minute (raid-like influx)

    • 大鉤一甩悠星龜波: 有人提到花貓嗎 gear699
    • 黑貓物流阿祥: p1lepeMinglee p1lepeMinglee
  4. 124:00EMOTES×12.1clip suggested Watch VOD

    51 emote msgs — ×12.1 the average

    • 亮仔520: p1lepeFiredance p1lepeFiredance p1lepeFiredance p1lepeFiredance
    • ミちゃん咪醬: 你門換個頻道看看 liang0Mt
  5. 124:00SPIKE×6clip suggested Watch VOD

    68 msgs — ×6 the stream average

    • 亮仔520: p1lepeFiredance p1lepeFiredance p1lepeFiredance p1lepeFiredance
    • ミちゃん咪醬: 你門換個頻道看看 liang0Mt

Keyword tracker

TOP 14
  • https57
  • liang20
  • youtube17
  • 如果喜歡我的實況16
  • 歡迎追隨我的ig16
  • instagram16
  • 小亮的yt頻道16
  • channel16
  • uckvxdze3engyvufvo3i16
  • 7777713
  • 777713
  • 77777711
  • 歡迎大家加入discord11
  • 內有開台通知11

Bot radar

4 FLAGGED
SuspectMsgsScoreConfSignals
nightbot621.00knownknown bot account
streamelements11.00knownknown bot account
budomaru100.45mediumrepeated one message ×7 (70% of output)
pojuiisgood60.45mediumrepeated one message ×4 (67% of output)

Emote pulse

TOP 8
  • MingLee510
  • liang0Mt393
  • liang0Mv291
  • p1lepeClap271
  • p1lepeFiredance95
  • liang0Hii90
  • cmonBruh84
  • liang0Sgg258

Evidence tape

6 MSGS
  • 00:00嵐炵OPENER

    p1lepeFiredance p1lepeFiredance p1lepeFiredance

  • 06:00給我安安WALL

    VPN MingLee VPN MingLee VPN MingLee VPN MingLee VPN MingLee VPN MingLee VPN MingLee VPN MingLee VPN MingLee VPN MingLee

  • 83:00嬰那屁WALL

    欸亮哥 小泡封印了吧 要是是紅眼鏡 不可能這麼壓抑的 guanwe1Uhh guanwe1Uhh 欸亮哥 小泡封印了吧 要是是紅眼鏡 不可能這麼壓抑的 guanwe1Uhh guanwe1Uhh 欸亮哥 小泡封印了吧 要是是紅眼鏡 不可能這

  • 124:00popgpt_t1206WALL

    MingLee MingLee MingLee MingLee MingLee MingLee ͏ MingLee MingLee MingLee MingLee MingLee MingLee ͏ MingLee MingLee Ming

  • 124:00popgpt_t1206WALL

    MingLee MingLee MingLee MingLee MingLee MingLee MingLee MingLee MingLee MingLee MingLee MingLee MingLee MingLee MingLe

  • 132:00本台主播買的付費機器人WALL

    p1lepeDinoDance itsuki40Dinodanceonthefloor hitomi32Dancingdinor koyuki18Dinosaur reirei621Dino yuzumi6YZMDance DinoDanc

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
4
suspects flagged
MSGS 2,838CHATTERS 303POS 16NEG 1TOP KEYWORD “HTTPS” ×57GINI 0.742BOTS 4PEAK ×12.1 @ 124m

小亮 stream analytics summary

小亮's League of Legends stream "7/16 台服團練！ 《火炬之光：無限》SS13 新賽季開荒！ !好玩遊戲" on Jul 17, 2026 generated 2,838 messages from 303 unique chatters (11.4 msgs/min average, peaking at 82/min). Sentiment ran 16 positive vs 1 negative, and the top keyword was "https" (×57). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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