咖撒 — League of Legends stream analytics — Jul 19, 2026
FULL STREAM INTELLIGENCE · League of Legends
Jul 19, 2026 · VOD 2823633505
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
no >0.25 swings detected
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
54 emote msgs — ×5.6 the average
- 全網唯一金智秀老公: xdd10 xdd10 xdd10 xdd10
- csy0886: guanwe1Cute
39 first-time chatters in one minute (raid-like influx)
- RJet_2408: 還是我幫世誠寶寶ban掉他表忠心 我也想要RB的劍 rjet24Nerd rjet24Nerd rjet24Nerd
- パトラ大人好可愛: 你們這邊怎麼那麼奇怪 每個復盤都說是自己問題
48 first-time chatters in one minute (raid-like influx)
- ARTiiNG3: BloodTrail
- 好黑好可怕: guanwe1Yes guanwe1Yes guanwe1Yes guanwe1Yes
46 first-time chatters in one minute (raid-like influx)
- sheng051789: nlnl01888 nlnl01888 nlnl01888
- 無語問蒼天023: nlnlOMG nlnlOMG nlnlOMG nlnlOMG nlnlOMG
42 first-time chatters in one minute (raid-like influx)
- 曠世吉派: 好了啦趕緊的輸一輸
- ナナゆ: 圖奇是會自己丟廣告的
Keyword tracker
- https381
- 7777365
- youtube337
- 許哥牛逼333
- 77777326
- karsa313
- watch310
- 777777291
- yt新片288
- 跟你爆了266
- 在直播间养龙虾263
- 只为夹主播高玩263
- 7777777254
- 复制这些龙虾248
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 292 | 1.00 | known | known bot account |
| nightbot | 98 | 1.00 | known | known bot account |
| csy0886 | 86 | 0.45 | medium | repeated one message ×73 (85% of output) |
| loevanlee0820 | 25 | 0.45 | medium | repeated one message ×13 (52% of output) |
| ray795461 | 23 | 0.45 | medium | repeated one message ×20 (87% of output) |
| jack85496 | 15 | 0.45 | medium | repeated one message ×9 (60% of output) |
| davidngcc123 | 14 | 0.45 | medium | repeated one message ×7 (50% of output) |
| puck0203 | 12 | 0.45 | medium | repeated one message ×6 (50% of output) |
| winty_0506 | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| lu831028 | 8 | 0.45 | medium | repeated one message ×6 (75% of output) |
| wwejc | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| grass_sk | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| amandatai07 | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| andya113 | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| ss98401 | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
Emote pulse
- cmonBruh5,664
- hitomi32Fighting2,866
- LUL1,734
- MingLee657
- xdd1Fire438
- KappaPride430
- guanwe1123368
- WutFace350
Evidence tape
- 00:00StreamElementsOPENER
咖撒 is now live! Streaming League of Legends: [Karsa] 7/19 團練 晚點EWC決賽日
- 25:00太妍貓WALL
「如果你餓了，那就吃蟑螂吧」 把蟑螂拿進嘴裡的時候它會一直掙扎 後腿會用力踢你的嘴唇，腿上的倒刺會讓你有點刺痛 整只含進去之後它會開始試圖往喉嚨鑽 這時你會第一次感到有點想吐 它的全身散髮著一種淡淡的腥臭味 身上還有種滑滑的蠟質感 久了之後
- 51:00jacky8596PING
@RJet_2408 有一個逼寶 @karsalol
- 157:00aass2yyWALL
xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd
- 164:00ggweep543PING
請問咖哥今日的便便可以給我嗎？ @karsalol bbbb87Hi bbbb87Hi bbbb87Hi bbbb87Hi bbbb87Hi bbbb87Hi
- 250:00雪尼PING
@karsalol 老咖 那未來日記有沒有料
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→722m | Share |
|---|---|---|---|---|---|
| 01 | 盧卡盧卡_ | 1575 | 1.7% | ||
| 02 | 潔思米米 | SUB | 1294 | 1.4% | |
| 03 | 食蜂 | 1024 | 1.1% | ||
| 04 | alilyyyyy | 1023 | 1.1% | ||
| 05 | 花火キサキ | SUB | 1014 | 1.1% | |
| 06 | 鹹魚夜竹 | 886 | 0.9% | ||
| 07 | 腹黑毒舌李嚕噠 | SUB | 754 | 0.8% | |
| 08 | 好黑好可怕 | 706 | 0.7% | ||
| 09 | Urapig777 | 636 | 0.7% | ||
| 10 | 茜々 | SUB | 597 | 0.6% | |
| 11 | 莉希亞 | 588 | 0.6% | ||
| 12 | キルミ | 574 | 0.6% | ||
| 13 | 煌小霓 | 555 | 0.6% | ||
| 14 | aj77632 | 550 | 0.6% | ||
| 15 | ricky_hwe1104 | 537 | 0.6% | ||
| 16 | qaqace | 502 | 0.5% | ||
| 17 | 陀螺ここ | SUBVIP | 485 | 0.5% | |
| 18 | 奈兒碧 | 483 | 0.5% | ||
| 19 | ヂンヂン硬いですよ | 480 | 0.5% | ||
| 20 | 超柔韌衛生紙 | 470 | 0.5% |
User types · badge mix
- SUBSCRIBER13,643 · 14%
- FIRST-STAND-2026-VIEWER6,790 · 7%
- EWC-2026-DIAMOND4,421 · 5%
- TWITCH-RECAP-20253,069 · 3%
- PREDICTIONS3,031 · 3%
- GLITCHCON20202,432 · 3%
- WENT-OUTSIDE2,191 · 2%
- TWITCH-RECAP-20232,191 · 2%
New chatters · arrival curve
first-message arrivals · 0m → 722m
21 joined in the first 2 minutes = 0% of all chatters
Most mentioned
- @marikavtuber97 · 1u
- @migi_tw97 · 1u
- @baogerneal97 · 1u
- @karsa021442 · 1u
- @lostycub_40 · 16u
- @aj7763230 · 29u
- @vincennttttt_224 · 15u
- @karsalol21 · 8u
Top interactors
- streamelements291
- nightbot42
- alan1234567890627
- mao1__13
- makima_s_d0g13
- jojo_ro_me_ro11
- nlnlgnlnlg11
- jacky859610
Chat tape
- 00:00StreamElementsOPENER
咖撒 is now live! Streaming League of Legends: [Karsa] 7/19 團練 晚點EWC決賽日
- 25:00太妍貓WALL
「如果你餓了，那就吃蟑螂吧」 把蟑螂拿進嘴裡的時候它會一直掙扎 後腿會用力踢你的嘴唇，腿上的倒刺會讓你有點刺痛 整只含進去之後它會開始試圖往喉嚨鑽 這時你會第一次感到有點想吐 它的全身散髮著一種淡淡的腥臭味 身上還有種滑滑的蠟質感 久了之後
- 51:00jacky8596PING
@RJet_2408 有一個逼寶 @karsalol
- 157:00aass2yyWALL
xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd
- 164:00ggweep543PING
請問咖哥今日的便便可以給我嗎？ @karsalol bbbb87Hi bbbb87Hi bbbb87Hi bbbb87Hi bbbb87Hi bbbb87Hi
- 250:00雪尼PING
@karsalol 老咖 那未來日記有沒有料
- 279:00jobanana586PING
咖哥好久沒有單挑環節，請問等等有嗎 @karsalol
- 288:00極品大師WALL
你會有報應的 咖薩 你會有報應的 咖薩 你會有報應的 咖薩 你會有報應的 咖薩 你會有報應的 咖薩 你會有報應的 咖薩 你會有報應的 咖薩 你會有報應的 咖薩 你會有報應的
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS0.6%
- QUESTIONS6.0%
- MENTIONS0.9%
- COMMANDS0.1%
Top multiplier
- 02hitomi32Fighting×2866
- 03LUL×1734
- 04MingLee×657
Emote leaderboard
- cmonBruh×5,664
- hitomi32Fighting×2,866
- LUL×1,734
- MingLee×657
- xdd1Fire×438
- KappaPride×430
- guanwe1123×368
- WutFace×350
- guanwe1Bangbang×313
- roger989898×301
- xdd1Dance×262
- :(×252
- guanwe1Uhh×251
- guanwe1Ummhaha×232
- karsaSmoke×219
- karsaDANDAN×216
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | >>>>>>>>>> | ×707 | 298 | 160m→713m | VIRAL |
| 02 | >>>>>>>>> | ×693 | 303 | 160m→715m | VIRAL |
| 03 | <<<<<<<<< | ×665 | 271 | 161m→713m | VIRAL |
| 04 | <<<<<<<<<< | ×663 | 280 | 160m→713m | VIRAL |
| 05 | <<<<<<<< | ×659 | 286 | 161m→712m | VIRAL |
| 06 | <<<<<<<<<<< | ×659 | 277 | 162m→710m | VIRAL |
| 07 | >>>>>>>> | ×657 | 286 | 160m→714m | VIRAL |
| 08 | >>>>>>> | ×627 | 261 | 161m→712m | VIRAL |
| 09 | >>>>>>>>>>> | ×613 | 271 | 160m→715m | VIRAL |
| 10 | >>>>>> | ×612 | 274 | 160m→713m | VIRAL |
Keyword cloud
Mood regime
Spam tape
- 25:00太妍貓WALL
「如果你餓了，那就吃蟑螂吧」 把蟑螂拿進嘴裡的時候它會一直掙扎 後腿會用力踢你的嘴唇，腿上的倒刺會讓你有點刺痛 整只含進去之後它會開始試圖往喉嚨鑽 這時你會第一次感到有點想吐 它的全身散髮著一種淡淡的腥臭味 身上還有種滑滑的蠟質感 久了之後
- 157:00aass2yyWALL
xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd
- 288:00極品大師WALL
你會有報應的 咖薩 你會有報應的 咖薩 你會有報應的 咖薩 你會有報應的 咖薩 你會有報應的 咖薩 你會有報應的 咖薩 你會有報應的 咖薩 你會有報應的 咖薩 你會有報應的
- 427:00tl_tsaiPEAK
<<<<<<<<<<<<<<<
- 427:00我要超市PEAK
<<<<<<<<<<<<<<<
- 427:00something669PEAK
>>>>>>>>>>>
- 427:00neverlucky2345PEAK
<<<<<<<<<<<
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 msg1,587USERS1,587MSGS1.7%
- 2-4 msgs1,506USERS4,112MSGS4.3%
- 5-19 msgs1,349USERS12,966MSGS13.7%
- 20+ msgs925USERS76,126MSGS80.3%
925 super-active users (17.2% of chatters) wrote 80% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @marikavtuber97 · by 1 users
- @migi_tw97 · by 1 users
- @baogerneal97 · by 1 users
- @karsa021442 · by 1 users
- @lostycub_40 · by 16 users
- @aj7763230 · by 29 users
- @vincennttttt_224 · by 15 users
- @karsalol21 · by 8 users
- @chagamababa21 · by 21 users
- @hh6968741521 · by 17 users
Top interactors
- streamelements291 sent
- nightbot42 sent
- alan1234567890627 sent
- mao1__13 sent
- makima_s_d0g13 sent
- jojo_ro_me_ro11 sent
- nlnlgnlnlg11 sent
- jacky859610 sent
- x123459110 sent
- owo_103110 sent
Badge mix
- SUBSCRIBER13643 · 14%
- FIRST-STAND-2026-VIEWER6790 · 7%
- EWC-2026-DIAMOND4421 · 5%
- TWITCH-RECAP-20253069 · 3%
- PREDICTIONS3031 · 3%
- GLITCHCON20202432 · 3%
- WENT-OUTSIDE2191 · 2%
- TWITCH-RECAP-20232191 · 2%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | streamelements | → | marikavtuber | 97 | |
| 02 | streamelements | → | migi_tw | 97 | |
| 03 | streamelements | → | baogerneal | 97 | |
| 04 | nightbot | → | karsa0214 | 42 | |
| 05 | alan12345678906 | → | lostycub_ | 11 | |
| 06 | jojo_ro_me_ro | → | karsalol | 9 | |
| 07 | mokurohengge | → | zyta_2 | 5 | |
| 08 | howtolove1202 | → | lostycub_ | 5 | |
| 09 | bc2426 | → | hh69687415 | 5 | |
| 10 | lsq0525 | → | vincennttttt_2 | 4 | |
| 11 | mao1__ | → | lostycub_ | 4 | |
| 12 | aass2yy | → | lostycub_ | 4 |
Chat tape
- 00:00StreamElementsOPENER
咖撒 is now live! Streaming League of Legends: [Karsa] 7/19 團練 晚點EWC決賽日
- 25:00太妍貓WALL
「如果你餓了，那就吃蟑螂吧」 把蟑螂拿進嘴裡的時候它會一直掙扎 後腿會用力踢你的嘴唇，腿上的倒刺會讓你有點刺痛 整只含進去之後它會開始試圖往喉嚨鑽 這時你會第一次感到有點想吐 它的全身散髮著一種淡淡的腥臭味 身上還有種滑滑的蠟質感 久了之後
- 51:00jacky8596PING
@RJet_2408 有一個逼寶 @karsalol
- 157:00aass2yyWALL
xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd1Fire xdd
- 164:00ggweep543PING
請問咖哥今日的便便可以給我嗎？ @karsalol bbbb87Hi bbbb87Hi bbbb87Hi bbbb87Hi bbbb87Hi bbbb87Hi
- 250:00雪尼PING
@karsalol 老咖 那未來日記有沒有料
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 RAGE0.6%
- SPAM/PASTA12.6%
- BOT MSGS0.4%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | youtube.com | ×336 | 6 | 1m→722m | BOT TIMER |
| LINK | twitch.tv | ×23 | 12 | 66m→611m | BOT TIMER |
| CMD | !600 | ×14 | 12 | 323m→722m | ORGANIC |
| LINK | threads.com | ×7 | 3 | 338m→433m | ORGANIC |
| CMD | !pubg | ×6 | 5 | 359m→513m | ORGANIC |
| CMD | !6oo | ×4 | 4 | 73m→528m | ORGANIC |
| LINK | 2pick.app | ×4 | 2 | 179m→185m | ORGANIC |
| LINK | bilibili.com | ×3 | 3 | 321m→361m | ORGANIC |
| LINK | bbsactivity.hupu.com | ×2 | 1 | 591m→599m | ORGANIC |
| LINK | reurl.cc | ×1 | 1 | 97m→97m | BOT TIMER |
| CMD | !commands | ×1 | 1 | 176m→176m | ORGANIC |
| LINK | nightbot.tv | ×1 | 1 | 176m→176m | BOT TIMER |
| LINK | streamelements.com | ×1 | 1 | 176m→176m | BOT TIMER |
| CMD | !uptime | ×1 | 1 | 178m→178m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES0.0%
- EN0.0%
- OTHER / EMOTE-ONLY99.9%
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] 7/19 團練 晚點EWC決賽日" on Jul 19, 2026 generated 94,791 messages from 5,367 unique chatters (131.1 msgs/min average, peaking at 427/min). Sentiment ran 715 positive vs 137 negative, and the top keyword was "https" (×381). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.