咖撒 — League of Legends stream analytics — Jul 18, 2026
FULL STREAM INTELLIGENCE · League of Legends
Jul 18, 2026 · VOD 2822914609
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 284:000.00→0.25Δ+0.25
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
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
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
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
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
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
- 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
| 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
- cmonBruh7,580
- LUL1,140
- KappaPride432
- MingLee322
- hitomi32Fighting215
- guanwe1Bangbang189
- guanwe1Ummhaha117
- guanwe186113
Evidence tape
- 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
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→395m | Share |
|---|---|---|---|---|---|
| 01 | 花火キサキ | SUB | 649 | 2.6% | |
| 02 | ricky_hwe1104 | 307 | 1.2% | ||
| 03 | 鐵觀音醇奶茶 | SUBVIP | 300 | 1.2% | |
| 04 | 好黑好可怕 | 287 | 1.1% | ||
| 05 | 吃瓜樂子人 | 266 | 1.1% | ||
| 06 | jacky8596 | 248 | 1.0% | ||
| 07 | 腹黑毒舌李嚕噠 | SUB | 239 | 1.0% | |
| 08 | feljyy72041 | 166 | 0.7% | ||
| 09 | StreamElements | MODBOT | 156 | 0.6% | |
| 10 | 雷歐娜的貓 | SUB | 155 | 0.6% | |
| 11 | adadsa_0 | SUB | 153 | 0.6% | |
| 12 | 管淪 | 150 | 0.6% | ||
| 13 | 一隻魚ㅇㅅㅇ | 148 | 0.6% | ||
| 14 | 茜々 | SUB | 147 | 0.6% | |
| 15 | 埃爾瓦 | 140 | 0.6% | ||
| 16 | 肉燥思樂冰 | SUB | 139 | 0.6% | |
| 17 | reui1042 | SUB | 136 | 0.5% | |
| 18 | jobanana586 | SUB | 134 | 0.5% | |
| 19 | ジョジョロメロ | SUB | 131 | 0.5% | |
| 20 | 斯卡蒂的虎鯨玩偶 | SUB | 129 | 0.5% |
User types · badge mix
- SUBSCRIBER4,404 · 18%
- FIRST-STAND-2026-VIEWER1,314 · 5%
- MSI-20261,114 · 4%
- EWC-2026-DIAMOND1,090 · 4%
- TWITCH-RECAP-2025977 · 4%
- EWC-2026-GOLD676 · 3%
- EWC-2026-ULTRAVIOLET608 · 2%
- WENT-OUTSIDE565 · 2%
New chatters · arrival curve
first-message arrivals · 0m → 395m
37 joined in the first 2 minutes = 1% of all chatters
Most mentioned
- @chun062634 · 24u
- @treeee556623 · 23u
- @karsa021422 · 1u
- @lovegear878722 · 20u
- @twtichfk08718 · 18u
- @xdd666917 · 16u
- @marikavtuber15 · 1u
- @migi_tw15 · 1u
Top interactors
- streamelements46
- nightbot22
- makima_s_d0g21
- tsuki21414
- jcgood121212
- yui10q10
- curiositycat060710
- mokurohengge9
Chat tape
- 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
- 117:00rw11anPING
@karsalol 咖哥LoL問題，烏迪爾和福利貝爾哪個是熊男
- 118:00曉辛甘PING
@karsalol 咖哥lol問題 我上次打上路打到一半 電燈壞掉 結果對面的卡桑帝突然會隱形了 怎麼打
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS1.3%
- QUESTIONS7.1%
- MENTIONS1.9%
- COMMANDS0.3%
Top multiplier
- 02LUL×1140
- 03KappaPride×432
- 04MingLee×322
Emote leaderboard
- cmonBruh×7,580
- LUL×1,140
- KappaPride×432
- MingLee×322
- hitomi32Fighting×215
- guanwe1Bangbang×189
- guanwe1Ummhaha×117
- guanwe186×113
- karsaShower×106
- guanwe1Cute×100
- karsaEm×100
- WutFace×89
- roger989898×88
- karsaThis×82
- guanwe1Uhh×79
- umidanDisgusting×64
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | cmonBruh | ×478 | 201 | 19m→390m | VIRAL |
| 02 | cmonBruh cmonBruh cmonBruh | ×377 | 196 | 17m→386m | VIRAL |
| 03 | cmonBruh cmonBruh | ×245 | 115 | 5m→314m | VIRAL |
| 04 | 許哥牛逼 | ×160 | 117 | 5m→393m | VIRAL |
| 05 | 7777 | ×133 | 80 | 30m→391m | VIRAL |
| 06 | cmonBruh cmonBruh cmonBruh cmonBruh | ×131 | 84 | 10m→283m | VIRAL |
| 07 | 77777 | ×120 | 86 | 31m→389m | VIRAL |
| 08 | 777777 | ×113 | 93 | 14m→389m | VIRAL |
| 09 | 77777777 | ×100 | 71 | 10m→392m | VIRAL |
| 10 | 大獲全勝 | ×98 | 66 | 94m→387m | VIRAL |
Keyword cloud
Mood regime
Spam tape
- 25:00NlgntbootWALL
Nlgntboot watched 15 consecutive streams and sparked a watch streak! qpdbColordog qpdbColordog2 qpdbColordog qpdbColordo
- 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
- 165:00m2390750WALL
cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmo
- 165:00jeff8868WALL
cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh
- 232:00jackyxdddddWALL
liang0Cmonbruh liang0Cmonbruh liang0Cmonbruh liang0Cmonbruh liang0Cmonbruh liang0Cmonbruh liang0Cmonbruh liang0Cmonbruh
- 263:00秋秋天天睡PEAK
7777777777777
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 msg922USERS922MSGS3.7%
- 2-4 msgs831USERS2,262MSGS9.0%
- 5-19 msgs708USERS6,564MSGS26.1%
- 20+ msgs274USERS15,409MSGS61.3%
274 super-active users (10.0% of chatters) wrote 61% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @chun062634 · by 24 users
- @treeee556623 · by 23 users
- @karsa021422 · by 1 users
- @lovegear878722 · by 20 users
- @twtichfk08718 · by 18 users
- @xdd666917 · by 16 users
- @marikavtuber15 · by 1 users
- @migi_tw15 · by 1 users
- @baogerneal15 · by 1 users
- @artoria52014 · by 14 users
Top interactors
- streamelements46 sent
- nightbot22 sent
- makima_s_d0g21 sent
- tsuki21414 sent
- jcgood121212 sent
- yui10q10 sent
- curiositycat060710 sent
- mokurohengge9 sent
- breezelapti8 sent
- ohhmygoddamn7 sent
Badge mix
- SUBSCRIBER4404 · 18%
- FIRST-STAND-2026-VIEWER1314 · 5%
- MSI-20261114 · 4%
- EWC-2026-DIAMOND1090 · 4%
- TWITCH-RECAP-2025977 · 4%
- EWC-2026-GOLD676 · 3%
- EWC-2026-ULTRAVIOLET608 · 2%
- WENT-OUTSIDE565 · 2%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | nightbot | → | karsa0214 | 22 | |
| 02 | streamelements | → | marikavtuber | 15 | |
| 03 | streamelements | → | migi_tw | 15 | |
| 04 | streamelements | → | baogerneal | 15 | |
| 05 | breezelapti | → | chun0626 | 5 | |
| 06 | moris2849 | → | csy0886 | 4 | |
| 07 | jojo_ro_me_ro | → | karsalol | 4 | |
| 08 | rw11an | → | karsalol | 3 | |
| 09 | tsuki214 | → | csy0886 | 2 | |
| 10 | ohhmygoddamn | → | lovegear8787 | 2 | |
| 11 | cotmartin | → | chun0626 | 2 | |
| 12 | curiositycat0607 | → | chun0626 | 2 |
Chat tape
- 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
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
- PROFANITY0.0%
- CAPS RAGE1.3%
- SPAM/PASTA10.7%
- BOT MSGS0.9%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | youtube.com | ×186 | 9 | 6m→392m | BOT TIMER |
| LINK | twitch.tv | ×14 | 7 | 63m→339m | BOT TIMER |
| CMD | !pubg | ×9 | 7 | 329m→339m | ORGANIC |
| LINK | cdn.discordapp.com | ×5 | 3 | 109m→113m | ORGANIC |
| CMD | !600 | ×5 | 5 | 118m→246m | ORGANIC |
| LINK | bilibili.com | ×4 | 3 | 60m→108m | ORGANIC |
| CMD | !6oo | ×2 | 2 | 66m→105m | ORGANIC |
| LINK | reurl.cc | ×2 | 2 | 118m→123m | BOT TIMER |
| LINK | lol.fandom.com | ×2 | 1 | 119m→120m | ORGANIC |
| LINK | b23.tv | ×1 | 1 | 59m→59m | ORGANIC |
| LINK | liquipedia.net | ×1 | 1 | 133m→133m | ORGANIC |
| LINK | ptt.cc | ×1 | 1 | 138m→138m | ORGANIC |
| LINK | youtu.be | ×1 | 1 | 169m→169m | ORGANIC |
| CMD | !jar | ×1 | 1 | 241m→241m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES0.3%
- EN0.1%
- OTHER / EMOTE-ONLY99.6%
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
咖撒 stream analytics summary
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.