世誠 — League of Legends stream analytics — Jul 18, 2026
FULL STREAM INTELLIGENCE · League of Legends
Jul 18, 2026 · VOD 2822865264
Chat mood & viewers
59,868 MSGS
Positive
374
0.6% of msgs
Negative
63
0.1% of msgs
Neutral
59,431
99.3% of msgs
Net mood · (pos − neg) / total
keyword lexicon heuristic · not a language model
Positivity ratio
374 POS
POSITIVITY · POS/(POS+NEG)
Sentiment flips
MINUTE-OVER-MINUTE Δ
no >0.25 swings detected
Mood regime · per minute
677 MIN
POSNEUTRALNEGline = net score −1..1
Chat rate × peaks
677 MIN6 PEAKS
Auto-detected moments · clip suggestions
12 DETECTED12 CLIP-WORTHY
29 first-time chatters in one minute (raid-like influx)
- HowToLoVE1202: Kc gooooooo！！！拜託一定要讓T1輸！！！
- geniushd666: 我要是配子 我就推中路
34 first-time chatters in one minute (raid-like influx)
- 不管了先睡再說: 888888888888888
- 死靈骷髏: AAAAAAAAAA
606 msgs — ×6.9 the stream average
- 不管了先睡再說: 888888888888888
- 死靈骷髏: AAAAAAAAAA
39 first-time chatters in one minute (raid-like influx)
- 王小華: 我去樓頂吹吹風 別理我。。。 guanwe1Loading
- 咖波可可愛愛: 又靠你這張嘴WC ͏
193 emote msgs — ×6.9 the average
- 阿九九九: 7777777777777
- 山本有伸喉嚨: cmonBruh cmonBruh cmonBruh cmonBruh cmonBruh
Keyword tracker
TOP 14
- https985
- youtu770
- rb世誠751
- 許哥牛逼731
- 7777717
- 77777592
- 777777777433
- 7777777402
- 77777777384
- samoago377
- 英雄聯盟376
- 神人組合雙排下路375
- 銅牌場打得滿頭大汗375
- 不要再逼我罵髒話了375
Bot radar
15 FLAGGED
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 334 | 1.00 | known | known bot account |
| moobot | 136 | 1.00 | known | known bot account |
| streamelements | 4 | 1.00 | known | known bot account |
| senpaixd__97 | 181 | 0.75 | high | repeated one message ×152 (84% of output) · 152 messages fired <2s apart |
| pluto_0404 | 99 | 0.55 | medium | 95 messages fired <2s apart · 99 msgs/min sustained |
| c00per5775 | 13 | 0.55 | medium | 7 messages fired <2s apart · 13 msgs/min sustained |
| streamboostmaxbot | 397 | 0.45 | medium | repeated one message ×373 (94% of output) |
| bbbb877 | 23 | 0.45 | medium | repeated one message ×17 (74% of output) |
| shimeiyue | 22 | 0.45 | medium | repeated one message ×14 (64% of output) |
| min940725 | 18 | 0.45 | medium | repeated one message ×9 (50% of output) |
| scotty_888 | 16 | 0.45 | medium | repeated one message ×8 (50% of output) |
| rainvul | 13 | 0.45 | medium | repeated one message ×7 (54% of output) |
| blacktea0211 | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| kiiroobake | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| cya_949527 | 9 | 0.45 | medium | repeated one message ×9 (100% of output) |
Emote pulse
TOP 8
- xdd1Nai7,536
- cmonBruh6,446
- bbbb876666,093
- xdd1Fire5,425
- bbbb87Haha3,318
- xdd1Dance2,366
- EWCcrush2,301
- MingLee2,149
Evidence tape
6 MSGS
- 00:00蟑嘉螂OPENER
7
- 70:00MoobotPING
@rose_0607 RB YT精華影片 https://www.youtube.com/@bbbb87b
- 141:00史林小弟PING
@bbbb87 可以報一下位置嗎
- 167:00NightbotPING
@bbbb87rightkidney 吃披薩
- 212:00山田狗PING
@bbbb87 那為什麼不要141呢 xdd1Muh xdd1Muh xdd1Muh
- 244:00rasco731PING
@bbbb87 嘴巴張開 我快12了
Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
0
mood swings
Bots
15
suspects flagged
Total messagesverified chat dump676 min · 167,795 views
Chat rate · per minute
H 606AVG 88.46 PEAKS
Cumulative messages
RUNNING TOTAL
New chatters / min
FIRST SEEN
Top chatter
RANK 01
班_班
MSGS
SENT
SENT
FIRST SEEN 140:00 · 1.7% OF ALL CHATVIP
Unique chatters
3,227
2% of viewers
Msgs / chatter
18.6
59,868 msgs total
From subs
24%
14,083 msgs
Bots filtered
3
474 msgs flagged
Dominance
TOP 10
TOP-10 SHARE
Leaderboard · Top 20
BY MSGS17% OF CHAT
| # | Chatter | Badges | Msgs | Activity 0m→676m | Share |
|---|---|---|---|---|---|
| 01 | 班_班 | VIP | 1002 | 1.7% | |
| 02 | 直井怜全肯定 | 940 | 1.6% | ||
| 03 | 忍豬 | SUBVIP | 789 | 1.3% | |
| 04 | 全網唯一金智秀老公 | SUB | 739 | 1.2% | |
| 05 | jay_677oao | 710 | 1.2% | ||
| 06 | 本台主播買的付費機器人 | 593 | 1.0% | ||
| 07 | hoyo725 | SUB | 508 | 0.8% | |
| 08 | 紹羿 | 494 | 0.8% | ||
| 09 | 渴杯子 | 471 | 0.8% | ||
| 10 | 哈基米是蜂蜜 | SUB | 436 | 0.7% | |
| 11 | 欸可斯唉悠 | 418 | 0.7% | ||
| 12 | StreamBoostMaxBot | MOD | 397 | 0.7% | |
| 13 | 你們都是自由的 | 368 | 0.6% | ||
| 14 | 涼風青葉是我老婆 | 368 | 0.6% | ||
| 15 | 大鉤一甩悠星龜波 | 359 | 0.6% | ||
| 16 | 你好隊長 | 352 | 0.6% | ||
| 17 | gdkogg | 339 | 0.6% | ||
| 18 | 九十七_ | SUB | 336 | 0.6% | |
| 19 | 0開心不開心 | 335 | 0.6% | ||
| 20 | Nightbot | MODBOT | 334 | 0.6% |
User types · badge mix
137 BADGES
- SUBSCRIBER13,655 · 23%
- BLOSSOM-BADGE4,048 · 7%
- VIP3,447 · 6%
- PREDICTIONS2,304 · 4%
- EWC-2026-DIAMOND2,069 · 3%
- PERLICA1,517 · 3%
- MODERATOR1,470 · 2%
- FIRST-STAND-2026-VIEWER1,332 · 2%
New chatters · arrival curve
3227 TOTAL
first-message arrivals · 0m → 676m
62 joined in the first 2 minutes = 2% of all chatters
Returning
1398
≥5 msgs sent
One-and-done
946
single message
Most mentioned
2,113 @s
- @carcjoupeople504 · 118u
- @gmail135 · 1u
- @x_d_d__129 · 56u
- @ischerry060983 · 50u
- @carcjoupeopl72 · 2u
- @rexyz2z60 · 36u
- @j43mes_47 · 24u
- @jack720439 · 20u
Top interactors
WHO PINGS MOST
- moobot137
- lsq0525120
- rei423182
- aobaismywife081082
- 00087bot69
- piyenpartyoxo58
- blueman198748
- aagrapezz733
Chat tape
NOTABLE MSGS
- 00:00蟑嘉螂OPENER
7
- 70:00MoobotPING
@rose_0607 RB YT精華影片 https://www.youtube.com/@bbbb87b
- 141:00史林小弟PING
@bbbb87 可以報一下位置嗎
- 167:00NightbotPING
@bbbb87rightkidney 吃披薩
- 212:00山田狗PING
@bbbb87 那為什麼不要141呢 xdd1Muh xdd1Muh xdd1Muh
- 244:00rasco731PING
@bbbb87 嘴巴張開 我快12了
- 315:00不管了先睡再說PEAK
888888888888888
- 315:00九十七_PEAK
在輸贏之間 T1選擇了流量 xdd1Nai xdd1Thinking1 xdd1Nai xdd1Thinking2
Concentration
WHO CARRIES THE CHAT
Top 10 chatters
11%
6,682 msgs
Top 50 chatters
30%
17,907 msgs
Remaining
3177
share 70%
TOP 10 · 11%REST · 3217 CHATTERS · 89%
xdd1Nai ×7536cmonBruh ×6446bbbb87666 ×6093xdd1Fire ×5425bbbb87Haha ×3318xdd1Dance ×2366EWCcrush ×2301MingLee ×2149guanwe1Bangbang ×1771xdd1Wa ×1550
Emote volume
MSGS W/ EMOTES
Of all messages
31.8%
59,868 msgs scanned
Emote codes
40
57,356 occurrences
Emotes / min
FLOW
Message length · distribution
CHARS / MSG
22,824
17,746
11,950
4,892
1,485
946
1-56-1516-4041-8081-160160+
Median
8 ch
P90
44 ch
Max
499 ch
Chat DNA
% OF ALL MSGS
Caps rage
0.5%
304 msgs
Questions
4.6%
2,764 msgs
Mentions
3.0%
1,813 @calls
Commands
0.9%
557 !calls
- CAPS0.5%
- QUESTIONS4.6%
- MENTIONS3.0%
- COMMANDS0.9%
Top multiplier
#1 EMOTE
xdd1Nai
official emote · per-minute flow
- 02cmonBruh×6446
- 03bbbb87666×6093
- 04xdd1Fire×5425
Emote leaderboard
OFFICIAL7TV-STYLE
- xdd1Nai×7,536
- cmonBruh×6,446
- bbbb87666×6,093
- xdd1Fire×5,425
- bbbb87Haha×3,318
- xdd1Dance×2,366
- EWCcrush×2,301
- MingLee×2,149
- guanwe1Bangbang×1,771
- xdd1Wa×1,550
- xdd1LUL×1,469
- bbbb87Minglee×1,375
- bbbb87Uhh×1,269
- umidanSpin×784
- umidanSpin2×704
- yyun61Dance×682
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
TOP 10 STRAINS
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | 7777 | ×688 | 260 | 13m→676m | VIRAL |
| 02 | 77777 | ×573 | 237 | 13m→675m | VIRAL |
| 03 | bbbb87666 bbbb87666 bbbb87666 | ×483 | 115 | 1m→676m | VIRAL |
| 04 | 777777777 | ×426 | 171 | 26m→670m | VIRAL |
| 05 | 7777777 | ×399 | 194 | 23m→670m | VIRAL |
| 06 | cmonBruh | ×393 | 177 | 10m→675m | VIRAL |
| 07 | 77777777 | ×376 | 192 | 39m→670m | VIRAL |
| 08 | 新片：【RB世誠】神人組合雙排下路! 銅牌場打得滿頭大汗?! 不要再逼我罵髒話了! 你不是說包贏的嗎? ft.Samoago ｜英雄聯盟｜ - https://youtu.be/a0h0ewwZ7jM / 短片：【RB世誠】 開跳結印舞！嘴巴說不要但跳的特別來勁？ #shorts - https://youtu.be/59sjxucyYsc | ×375 | 1 | 1m→675m | NICHE |
| 09 | 7777777777 | ×368 | 171 | 35m→672m | VIRAL |
| 10 | 777777 | ×362 | 159 | 23m→670m | VIRAL |
Keyword cloud
TOP 18 TOKENS
https985youtu770rb世誠751許哥牛逼731777771777777592777777777433777777740277777777384samoago377英雄聯盟376神人組合雙排下路375銅牌場打得滿頭大汗375不要再逼我罵髒話了375你不是說包贏的嗎375a0h0ewwz7jm375開跳結印舞375嘴巴說不要但跳的特別來勁375
Mood regime
LEXICON HEURISTIC
POSNEUTRALNEG
Spam tape
WALLS + PEAKS
- 315:00不管了先睡再說PEAK
888888888888888
- 315:00九十七_PEAK
在輸贏之間 T1選擇了流量 xdd1Nai xdd1Thinking1 xdd1Nai xdd1Thinking2
- 315:00巴薩卡PEAK
7777777777777
- 315:00阿窿PEAK
xdd1Nai xdd1Nai xdd1Nai
- 315:00pipiBigggPEAK
8888888888888888
- 315:00巴薩卡PEAK
777777777777777
- 330:00我不是優越的免費仔喔WALL
說真的，我一直都是偏向願意幫 Doran 講話的人，畢竟他不是沒有成績，也不是明星選手。前面MSI我都一板一眼贏了就好，畢竟除了peyz其他人都很昏頭。 但今天多蘭你真OO處阿，你是人類阿。 你是綠葉，你被康特，那也不代表你可以一而再再而三
User colors
TOP 16
Participation inequality
3,227 CHATTERS
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
Top 1%
23%
32 users
Top 5%
53%
161 users
Top 10%
69%
323 users
Community split
SHARE OF CHATTERS
CORE
DRIVE-BY
Lorenz curve · cumulative share
USERS → MESSAGES
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
User tiers · who carries the chat
4 TIERS
- 1 msg946USERS946MSGS1.6%
- 2-4 msgs883USERS2,366MSGS4.0%
- 5-19 msgs813USERS7,720MSGS12.9%
- 20+ msgs585USERS48,836MSGS81.6%
585 super-active users (18.1% of chatters) wrote 82% of all messages
Unique chatters / min
Arrivals · cumulative
NEW CHATTERS
Most mentioned
@ TARGETS
- @carcjoupeople504 · by 118 users
- @gmail135 · by 1 users
- @x_d_d__129 · by 56 users
- @ischerry060983 · by 50 users
- @carcjoupeopl72 · by 2 users
- @rexyz2z60 · by 36 users
- @j43mes_47 · by 24 users
- @jack720439 · by 20 users
- @qwer64215536 · by 26 users
- @holoooko34 · by 33 users
Top interactors
WHO REACHES OUT
- moobot137 sent
- lsq0525120 sent
- rei423182 sent
- aobaismywife081082 sent
- 00087bot69 sent
- piyenpartyoxo58 sent
- blueman198748 sent
- aagrapezz733 sent
- qqqq87828 sent
- x_d_d__28 sent
Badge mix
TOP 8
- SUBSCRIBER13655 · 23%
- BLOSSOM-BADGE4048 · 7%
- VIP3447 · 6%
- PREDICTIONS2304 · 4%
- EWC-2026-DIAMOND2069 · 3%
- PERLICA1517 · 3%
- MODERATOR1470 · 2%
- FIRST-STAND-2026-VIEWER1332 · 2%
Core community
246
≥3 interactions
Drive-by
912
1 msg · 0 interactions
Mentions
2,113
@ callouts
Network edges
60
distinct pairs
Mention flows · top pairs
TOP 12 OF 60
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | moobot | → | gmail | 135 | |
| 02 | lsq0525 | → | carcjoupeople | 105 | |
| 03 | rei4231 | → | carcjoupeopl | 64 | |
| 04 | blueman1987 | → | carcjoupeople | 48 | |
| 05 | aagrapezz7 | → | carcjoupeople | 32 | |
| 06 | aaabbbb87idiot | → | carcjoupeople | 27 | |
| 07 | pakchorong | → | carcjoupeople | 20 | |
| 08 | piyenpartyoxo | → | x_d_d__ | 19 | |
| 09 | twcook1e | → | j43mes_ | 18 | |
| 10 | qeq24qaa111 | → | carcjoupeople | 14 | |
| 11 | aobaismywife0810 | → | carcjoupeople | 12 | |
| 12 | axail_1 | → | carcjoupeople | 12 |
Chat tape
NOTABLE MESSAGES
- 00:00蟑嘉螂OPENER
7
- 70:00MoobotPING
@rose_0607 RB YT精華影片 https://www.youtube.com/@bbbb87b
- 141:00史林小弟PING
@bbbb87 可以報一下位置嗎
- 167:00NightbotPING
@bbbb87rightkidney 吃披薩
- 212:00山田狗PING
@bbbb87 那為什麼不要141呢 xdd1Muh xdd1Muh xdd1Muh
- 244:00rasco731PING
@bbbb87 嘴巴張開 我快12了
no *_viewers.json dump found · run scripts/fetchTwitchTracker.ts to capture one
Social share card
This is the exact image link unfurlers render when this stream is shared.
↓ Download card (1200×630)Ad equivalence
DEMO
no viewer track captured
Engagement quality
MEASURED
Viewers who chat
Msgs / viewer
0.4
chat depth
Community gini
0.78
0 = broad, 1 = few voices
Loyal chatters
1398
≥5 msgs
Sub messages
24%
paying-fan share
Brand safety
MEASURED · LEXICON
ASafety grade
Score / 100
- PROFANITY0.0%
- CAPS RAGE0.5%
- SPAM/PASTA11.3%
- BOT MSGS0.8%
Sponsor signals · detected in chat
14 DETECTED
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | youtu.be | ×770 | 2 | 1m→675m | ORGANIC |
| CMD | !cu | ×117 | 47 | 16m→646m | ORGANIC |
| LINK | twitch.tv | ×88 | 32 | 43m→676m | ORGANIC |
| CMD | !level | ×58 | 44 | 6m→674m | ORGANIC |
| LINK | discord.gg | ×53 | 1 | 10m→670m | BOT TIMER |
| CMD | !ar | ×24 | 21 | 15m→554m | ORGANIC |
| LINK | cdn.discordapp.com | ×16 | 10 | 7m→648m | ORGANIC |
| LINK | media.discordapp.net | ×15 | 6 | 62m→552m | ORGANIC |
| CMD | !mod | ×11 | 9 | 63m→515m | ORGANIC |
| LINK | tinyurl.com | ×9 | 1 | 367m→669m | ORGANIC |
| CMD | !dc | ×8 | 8 | 81m→655m | ORGANIC |
| LINK | reurl.cc | ×6 | 1 | 5m→536m | BOT TIMER |
| LINK | bilibili.com | ×5 | 4 | 9m→334m | ORGANIC |
| LINK | youtube.com | ×5 | 5 | 70m→479m | BOT TIMER |
Sponsor lift · ad-read impact
DEMO
Chat echoes per minute around a sponsored read — spikes ×6 at the mention, decays in ~4 min. Real version needs a same-session viewer track + labeled ad window.
Audience language
MEASURED
- ES0.0%
- EN0.2%
- OTHER / EMOTE-ONLY99.8%
language of written messages · emote-only spam excluded from ES/EN
Audience overlap
DEMO
- 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
DEMO
Followers / wk
+2,100
last week
Streams / wk
5.2
±1h start time
real version fetches channel history via twitchtracker / helix
MSGS 59,868CHATTERS 3227POS 374NEG 63TOP KEYWORD “HTTPS” ×985GINI 0.783BOTS 15PEAK ×12.7 @ 340m
世誠 stream analytics summary
世誠's League of Legends stream "【K7 世誠】7/18 韓服 7點EWC !YT" on Jul 18, 2026 generated 59,868 messages from 3,227 unique chatters (88.4 msgs/min average, peaking at 606/min). Sentiment ran 374 positive vs 63 negative, and the top keyword was "https" (×985). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.
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