小亮 — League of Legends stream analytics — Jul 17, 2026
FULL STREAM INTELLIGENCE · League of Legends
Jul 17, 2026 · VOD 2822186172
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 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
Chat rate × peaks
Auto-detected moments · clip suggestions
10 first-time chatters in one minute (raid-like influx)
- 亮仔520: p1lepeClap p1lepeClap p1lepeClap
- 亮仔520: p1lepeClap p1lepeClap p1lepeClap p1lepeClap
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
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
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
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
- 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
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 62 | 1.00 | known | known bot account |
| streamelements | 1 | 1.00 | known | known bot account |
| budomaru | 10 | 0.45 | medium | repeated one message ×7 (70% of output) |
| pojuiisgood | 6 | 0.45 | medium | repeated one message ×4 (67% of output) |
Emote pulse
- MingLee510
- liang0Mt393
- liang0Mv291
- p1lepeClap271
- p1lepeFiredance95
- liang0Hii90
- cmonBruh84
- liang0Sgg258
Evidence tape
- 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
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→249m | Share |
|---|---|---|---|---|---|
| 01 | 黑貓物流阿祥 | SUB | 204 | 7.2% | |
| 02 | popgpt_t1206 | SUB | 174 | 6.1% | |
| 03 | 亮仔520 | SUB | 133 | 4.7% | |
| 04 | apple496app | SUB | 133 | 4.7% | |
| 05 | 麻糬モチ | SUB | 118 | 4.2% | |
| 06 | guie1234567 | SUB | 115 | 4.1% | |
| 07 | 熊雄就是雄熊 | SUB | 88 | 3.1% | |
| 08 | 牽緊 | 63 | 2.2% | ||
| 09 | Nightbot | MODBOT | 62 | 2.2% | |
| 10 | ミちゃん咪醬 | SUBVIP | 59 | 2.1% | |
| 11 | 嵐炵 | 56 | 2.0% | ||
| 12 | 恩傲恩傲 | SUB | 56 | 2.0% | |
| 13 | 鉤子1 | 53 | 1.9% | ||
| 14 | 管淪 | 44 | 1.6% | ||
| 15 | 風暴暴 | SUB | 43 | 1.5% | |
| 16 | 本台主播買的付費機器人 | SUB | 42 | 1.5% | |
| 17 | 虎鯨123 | SUB | 40 | 1.4% | |
| 18 | 你想吃我的果凍嗎 | 36 | 1.3% | ||
| 19 | 方塊酥啦 | SUB | 34 | 1.2% | |
| 20 | 小康不健康 | SUB | 31 | 1.1% |
User types · badge mix
- SUBSCRIBER2,143 · 76%
- SUB-GIFTER670 · 24%
- BLOSSOM-BADGE292 · 10%
- BLOOM-BADGE206 · 7%
- BITS-LEADER204 · 7%
- EWC-2026-DIAMOND137 · 5%
- TWITCH-RECAP-2025106 · 4%
- VIP102 · 4%
New chatters · arrival curve
first-message arrivals · 0m → 249m
27 joined in the first 2 minutes = 9% of all chatters
Most mentioned
- @apple496app9 · 7u
- @lincheng90218 · 7u
- @jun_1647 · 5u
- @guie12345676 · 6u
- @06185 · 5u
- @s9208042 · 2u
- @popgpt_t12062 · 2u
- @abcd5432101 · 1u
Top interactors
- rsian1238
- p14tinumche4ter9994
- popgpt_t12063
- mochimochi04082
- jun_1642
- apple496app2
- guie12345672
- yuu04143262
Chat tape
- 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
- 227:00jun_164WALL
xdd1Hand1 xdd1OW xdd1Hand2 xdd1Hand1 xdd1OW xdd1Hand2 xdd1Hand1 xdd1OW xdd1Hand2 xdd1Hand1 xdd1OW xdd1Hand2 xdd1Hand1 xd
- 228:00小康不健康WALL
xdd1Hand1 xdd1OW xdd1Hand2 xdd1Hand1 xdd1OW xdd1Hand2 xdd1Hand1 xdd1OW xdd1Hand2 xdd1Hand1
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS0.3%
- QUESTIONS4.3%
- MENTIONS1.7%
- COMMANDS0.7%
Top multiplier
- 02liang0Mt×393
- 03liang0Mv×291
- 04p1lepeClap×271
Emote leaderboard
- MingLee×510
- liang0Mt×393
- liang0Mv×291
- p1lepeClap×271
- p1lepeFiredance×95
- liang0Hii×90
- cmonBruh×84
- liang0Sgg2×58
- p1lepeDinoDance×42
- p1lepeForehead×34
- DinoDance×33
- p1lepeMinglee×32
- yawniiRrrrrrrr×28
- liang0Smk×27
- liang0Chipi×24
- liang0Qqq×20
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | liang0Mt | ×85 | 33 | 2m→237m | VIRAL |
| 02 | MingLee | ×73 | 26 | 5m→213m | VIRAL |
| 03 | MingLee MingLee MingLee | ×53 | 22 | 5m→222m | VIRAL |
| 04 | liang0Mv liang0Mv liang0Mv | ×49 | 23 | 1m→236m | VIRAL |
| 05 | p1lepeClap p1lepeClap p1lepeClap | ×39 | 8 | 5m→217m | NICHE |
| 06 | liang0Mt liang0Mt liang0Mt | ×39 | 17 | 13m→249m | VIRAL |
| 07 | MingLee MingLee | ×31 | 12 | 5m→212m | VIRAL |
| 08 | liang0Mt liang0Mt | ×28 | 22 | 15m→237m | VIRAL |
| 09 | p1lepeMinglee | ×20 | 11 | 80m→239m | VIRAL |
| 10 | p1lepeClap p1lepeClap p1lepeClap p1lepeClap | ×18 | 1 | 5m→244m | NICHE |
Keyword cloud
Mood regime
Spam tape
- 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
- 227:00jun_164WALL
xdd1Hand1 xdd1OW xdd1Hand2 xdd1Hand1 xdd1OW xdd1Hand2 xdd1Hand1 xdd1OW xdd1Hand2 xdd1Hand1 xdd1OW xdd1Hand2 xdd1Hand1 xd
- 228:00小康不健康WALL
xdd1Hand1 xdd1OW xdd1Hand2 xdd1Hand1 xdd1OW xdd1Hand2 xdd1Hand1 xdd1OW xdd1Hand2 xdd1Hand1
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 msg121USERS121MSGS4.3%
- 2-4 msgs92USERS247MSGS8.7%
- 5-19 msgs57USERS564MSGS19.9%
- 20+ msgs33USERS1,906MSGS67.2%
33 super-active users (10.9% of chatters) wrote 67% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @apple496app9 · by 7 users
- @lincheng90218 · by 7 users
- @jun_1647 · by 5 users
- @guie12345676 · by 6 users
- @06185 · by 5 users
- @s9208042 · by 2 users
- @popgpt_t12062 · by 2 users
- @abcd5432101 · by 1 users
- @jackyxddddd1 · by 1 users
- @quabaoo1 · by 1 users
Top interactors
- rsian1238 sent
- p14tinumche4ter9994 sent
- popgpt_t12063 sent
- mochimochi04082 sent
- jun_1642 sent
- apple496app2 sent
- guie12345672 sent
- yuu04143262 sent
- fish_10241 sent
- amatsukishin1 sent
Badge mix
- SUBSCRIBER2143 · 76%
- SUB-GIFTER670 · 24%
- BLOSSOM-BADGE292 · 10%
- BLOOM-BADGE206 · 7%
- BITS-LEADER204 · 7%
- EWC-2026-DIAMOND137 · 5%
- TWITCH-RECAP-2025106 · 4%
- VIP102 · 4%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | p14tinumche4ter999 | → | jun_164 | 3 | |
| 02 | rsian123 | → | apple496app | 3 | |
| 03 | guie1234567 | → | lincheng9021 | 2 | |
| 04 | mochimochi0408 | → | 0618 | 1 | |
| 05 | fish_1024 | → | 0618 | 1 | |
| 06 | rsian123 | → | 0618 | 1 | |
| 07 | amatsukishin | → | 0618 | 1 | |
| 08 | awp1487 | → | 0618 | 1 | |
| 09 | jimmy1080151 | → | abcd543210 | 1 | |
| 10 | rsian123 | → | s920804 | 1 | |
| 11 | sia211466 | → | s920804 | 1 | |
| 12 | fighting812 | → | jackyxddddd | 1 |
Chat tape
- 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
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 RAGE0.3%
- SPAM/PASTA19.9%
- BOT MSGS2.2%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | youtube.com | ×17 | 2 | 10m→235m | BOT TIMER |
| LINK | instagram.com | ×16 | 1 | 9m→249m | BOT TIMER |
| LINK | discord.gg | ×11 | 1 | 10m→250m | BOT TIMER |
| LINK | facebook.com | ×7 | 1 | 81m→201m | BOT TIMER |
| LINK | tap.io | ×2 | 1 | 129m→149m | BOT TIMER |
| LINK | youtu.be | ×2 | 1 | 130m→131m | ORGANIC |
| LINK | reurl.cc | ×2 | 1 | 153m→235m | BOT TIMER |
| LINK | twitch.tv | ×1 | 1 | 100m→100m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES0.0%
- EN0.3%
- 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
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.