咖撒 — League of Legends stream analytics — Jul 14, 2026
FULL STREAM INTELLIGENCE · League of Legends
Jul 14, 2026 · VOD 2819628418
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 114:000.00→0.33Δ+0.33
- 115:000.33→0.00Δ-0.33
- 119:000.00→0.25Δ+0.25
- 120:000.25→0.00Δ-0.25
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
12 emote msgs — ×4 the average
- 普拿疼藤蛇: bbbb87Haha
- 板橋瘦子: 咖哥救命 roger8686 roger8686 roger8686
18 first-time chatters in one minute (raid-like influx)
- choosing48763: Viper好像真的是帶TP的
- ラララブ: @我是一件 MingLee
12 emote msgs — ×4 the average
- 雨夜語2: 主播這把可以致敬1/10嗎
- 四根: @我是一件 guanwe1Note guanwe1Note guanwe1Note
18 emote msgs — ×5.9 the average
- 好黑好可怕: cmonBruh cmonBruh
- 啊脆: cmonBruh cmonBruh cmonBruh
21 first-time chatters in one minute (raid-like influx)
- 好黑好可怕: cmonBruh cmonBruh
- 啊脆: cmonBruh cmonBruh cmonBruh
Keyword tracker
- karsa104
- https89
- youtube85
- yt新片75
- watch56
- 滿滿全都是細節的豹女根本防不住38
- 7np1u38
- 4gh4838
- 鳴潮史詩級造型37
- 泳裝竟然會濕37
- shorts37
- mcyobfpfydy37
- 1ayrqec6oxah37
- bebe26
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 76 | 1.00 | known | known bot account |
| nightbot | 39 | 1.00 | known | known bot account |
| streamboostmaxbot | 18 | 0.45 | medium | repeated one message ×18 (100% of output) |
Emote pulse
- cmonBruh652
- LUL234
- MingLee82
- KappaPride59
- guanwe1Bangbang27
- karsaEm26
- bettyB224
- guanwe1Ummhaha22
Evidence tape
- 00:00剪刀石頭布狼母OPENER
guanwe1HI
- 17:00NightbotWALL
https://www.twitch.tv/karsalol/clip/SecretiveSpotlessAnteaterTheTarFu-AZNwUc_qdjWH9WV3?filter=clips&range=7d
- 77:00我是一件WALL
cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmo
- 145:00呱呱7WALL
請問聊天室麻吉有看過這個嗎 https://www.threads.com/@1nnnnnnn009/post/DauvmQgExG_?xmt=AQG0snYejO8NkBiQrFByZDek2G-G1MUVXEk6PMAFySYTKT04
- 154:00想喝拿鐵的貓奴WALL
想喝拿鐵的貓奴 subscribed at Tier 1. They've subscribed for 3 months, currently on a 3 month streak! 咖哥我愛你
- 188:00極品大師WALL
幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→190m | Share |
|---|---|---|---|---|---|
| 01 | 鐵觀音醇奶茶 | SUBVIP | 203 | 5.1% | |
| 02 | 單__身__狗 | 190 | 4.8% | ||
| 03 | konno_0831 | 85 | 2.1% | ||
| 04 | 이선미我婆 | 78 | 2.0% | ||
| 05 | StreamElements | MODBOT | 76 | 1.9% | |
| 06 | 卡尸九 | 76 | 1.9% | ||
| 07 | 莫里士 | 73 | 1.8% | ||
| 08 | 最愛許秀 | SUB | 72 | 1.8% | |
| 09 | 蜜汁雞排 | 52 | 1.3% | ||
| 10 | adadsa_0 | SUB | 51 | 1.3% | |
| 11 | 好黑好可怕 | 42 | 1.1% | ||
| 12 | 抓鼠 | MOD | 41 | 1.0% | |
| 13 | 虎鯨123 | 41 | 1.0% | ||
| 14 | ディオコルネット | 40 | 1.0% | ||
| 15 | Nightbot | MODBOT | 39 | 1.0% | |
| 16 | spenserovo | SUB | 36 | 0.9% | |
| 17 | rayyoung4040 | 34 | 0.9% | ||
| 18 | josephbb65 | 33 | 0.8% | ||
| 19 | 全網唯一金智秀老公 | SUB | 33 | 0.8% | |
| 20 | 風暴暴 | 30 | 0.8% |
User types · badge mix
- SUBSCRIBER531 · 13%
- FIRST-STAND-2026-VIEWER357 · 9%
- VIP246 · 6%
- FOUNDER208 · 5%
- SUB-GIFTER206 · 5%
- GLITCHCON2020193 · 5%
- MODERATOR178 · 4%
- EWC-2026-DIAMOND171 · 4%
New chatters · arrival curve
first-message arrivals · 0m → 190m
17 joined in the first 2 minutes = 2% of all chatters
Most mentioned
- @karsa021410 · 1u
- @liha12129 · 8u
- @artoria5209 · 9u
- @beenlolz9 · 8u
- @lovegear87877 · 5u
- @alan123456789066 · 5u
- @nightbot5 · 5u
- @konno_08315 · 5u
Top interactors
- x123459120
- mokurohengge13
- nightbot10
- alan123456789068
- nthushowmakerrr4
- ddfc09584
- lsq05253
- alalaalalll2
Chat tape
- 00:00剪刀石頭布狼母OPENER
guanwe1HI
- 17:00NightbotWALL
https://www.twitch.tv/karsalol/clip/SecretiveSpotlessAnteaterTheTarFu-AZNwUc_qdjWH9WV3?filter=clips&range=7d
- 77:00我是一件WALL
cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmo
- 145:00呱呱7WALL
請問聊天室麻吉有看過這個嗎 https://www.threads.com/@1nnnnnnn009/post/DauvmQgExG_?xmt=AQG0snYejO8NkBiQrFByZDek2G-G1MUVXEk6PMAFySYTKT04
- 154:00想喝拿鐵的貓奴WALL
想喝拿鐵的貓奴 subscribed at Tier 1. They've subscribed for 3 months, currently on a 3 month streak! 咖哥我愛你
- 188:00極品大師WALL
幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁
- 189:00保羅口ふ口PEAK
沒關西讓你去yt慢慢韓國
- 189:00浣熊俠PEAK
impressPopcorn 晚上要拍片
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS1.3%
- QUESTIONS9.4%
- MENTIONS3.2%
- COMMANDS0.9%
Top multiplier
- 02LUL×234
- 03MingLee×82
- 04KappaPride×59
Emote leaderboard
- cmonBruh×652
- LUL×234
- MingLee×82
- KappaPride×59
- guanwe1Bangbang×27
- karsaEm×26
- bettyB2×24
- guanwe1Ummhaha×22
- yspCatw×20
- guanwe1Uhh×18
- karsaBear5×18
- bbbb87Nnn×16
- :(×16
- bbbb87Smoke×14
- karsaSmoke×14
- WutFace×14
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | cmonBruh | ×52 | 33 | 12m→178m | VIRAL |
| 02 | YT新片【Karsa】7/11🆕滿滿全都是細節的豹女根本防不住！https://www.youtube.com/watch?v=7nP1U-4gH48 | ×38 | 1 | 1m→186m | NICHE |
| 03 | YT新片【Karsa】7/11🆕鳴潮史詩級造型 泳裝竟然會濕？https://youtube.com/shorts/mcyOBFPfyDY?si=SwV-1ayRQec6oxAh | ×37 | 1 | 5m→185m | NICHE |
| 04 | cmonBruh cmonBruh cmonBruh | ×24 | 18 | 12m→188m | VIRAL |
| 05 | 目前聊天室擁有!600指令自救機器人，可以自行使用(真的會timeout600秒) | ×18 | 1 | 1m→185m | NICHE |
| 06 | 7777 | ×18 | 17 | 11m→184m | VIRAL |
| 07 | 77777 | ×16 | 15 | 18m→183m | VIRAL |
| 08 | cmonBruh cmonBruh | ×13 | 9 | 16m→78m | NICHE |
| 09 | 777777 | ×12 | 11 | 12m→165m | VIRAL |
| 10 | MingLee | ×11 | 9 | 10m→183m | NICHE |
Keyword cloud
Mood regime
Spam tape
- 17:00NightbotWALL
https://www.twitch.tv/karsalol/clip/SecretiveSpotlessAnteaterTheTarFu-AZNwUc_qdjWH9WV3?filter=clips&range=7d
- 77:00我是一件WALL
cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmo
- 145:00呱呱7WALL
請問聊天室麻吉有看過這個嗎 https://www.threads.com/@1nnnnnnn009/post/DauvmQgExG_?xmt=AQG0snYejO8NkBiQrFByZDek2G-G1MUVXEk6PMAFySYTKT04
- 154:00想喝拿鐵的貓奴WALL
想喝拿鐵的貓奴 subscribed at Tier 1. They've subscribed for 3 months, currently on a 3 month streak! 咖哥我愛你
- 188:00極品大師WALL
幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁
- 189:00保羅口ふ口PEAK
沒關西讓你去yt慢慢韓國
- 189:00浣熊俠PEAK
impressPopcorn 晚上要拍片
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 msg342USERS342MSGS8.6%
- 2-4 msgs225USERS592MSGS14.9%
- 5-19 msgs132USERS1,215MSGS30.7%
- 20+ msgs40USERS1,815MSGS45.8%
40 super-active users (5.4% of chatters) wrote 46% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @karsa021410 · by 1 users
- @liha12129 · by 8 users
- @artoria5209 · by 9 users
- @beenlolz9 · by 8 users
- @lovegear87877 · by 5 users
- @alan123456789066 · by 5 users
- @nightbot5 · by 5 users
- @konno_08315 · by 5 users
- @daniel505065 · by 4 users
- @wenyu_03094 · by 3 users
Top interactors
- x123459120 sent
- mokurohengge13 sent
- nightbot10 sent
- alan123456789068 sent
- nthushowmakerrr4 sent
- ddfc09584 sent
- lsq05253 sent
- alalaalalll2 sent
- konno_08312 sent
- dddd306782 sent
Badge mix
- SUBSCRIBER531 · 13%
- FIRST-STAND-2026-VIEWER357 · 9%
- VIP246 · 6%
- FOUNDER208 · 5%
- SUB-GIFTER206 · 5%
- GLITCHCON2020193 · 5%
- MODERATOR178 · 4%
- EWC-2026-DIAMOND171 · 4%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | nightbot | → | karsa0214 | 10 | |
| 02 | alan12345678906 | → | lovegear8787 | 3 | |
| 03 | nthushowmakerrr | → | liha1212 | 2 | |
| 04 | x1234591 | → | smilepdog | 2 | |
| 05 | x1234591 | → | taiwansprite | 2 | |
| 06 | alan12345678906 | → | wenyu_0309 | 2 | |
| 07 | x1234591 | → | alan12345678906 | 2 | |
| 08 | mokurohengge | → | daniel50506 | 2 | |
| 09 | lsq0525 | → | beenlolz | 2 | |
| 10 | alalaalalll | → | nightbot | 1 | |
| 11 | mokurohengge | → | adsf1665253 | 1 | |
| 12 | gcobc10905 | → | wenyu_0309 | 1 |
Chat tape
- 00:00剪刀石頭布狼母OPENER
guanwe1HI
- 17:00NightbotWALL
https://www.twitch.tv/karsalol/clip/SecretiveSpotlessAnteaterTheTarFu-AZNwUc_qdjWH9WV3?filter=clips&range=7d
- 77:00我是一件WALL
cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh cmo
- 145:00呱呱7WALL
請問聊天室麻吉有看過這個嗎 https://www.threads.com/@1nnnnnnn009/post/DauvmQgExG_?xmt=AQG0snYejO8NkBiQrFByZDek2G-G1MUVXEk6PMAFySYTKT04
- 154:00想喝拿鐵的貓奴WALL
想喝拿鐵的貓奴 subscribed at Tier 1. They've subscribed for 3 months, currently on a 3 month streak! 咖哥我愛你
- 188:00極品大師WALL
幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁 咖薩 幹 你超噁
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/PASTA8.2%
- BOT MSGS2.9%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | youtube.com | ×85 | 2 | 1m→186m | BOT TIMER |
| LINK | twitch.tv | ×2 | 2 | 17m→47m | BOT TIMER |
| CMD | !pubg | ×1 | 1 | 17m→17m | ORGANIC |
| CMD | !60 | ×1 | 1 | 54m→54m | ORGANIC |
| CMD | !6oo | ×1 | 1 | 54m→54m | ORGANIC |
| LINK | deeplol.gg | ×1 | 1 | 98m→98m | ORGANIC |
| LINK | threads.com | ×1 | 1 | 145m→145m | ORGANIC |
| LINK | lolesports.com | ×1 | 1 | 161m→161m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES0.9%
- EN0.6%
- OTHER / EMOTE-ONLY98.5%
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] 7/14 團練" on Jul 14, 2026 generated 3,964 messages from 739 unique chatters (20.8 msgs/min average, peaking at 152/min). Sentiment ran 107 positive vs 3 negative, and the top keyword was "karsa" (×104). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.