Yugi2x — Streamer University stream analytics — Jul 20, 2026
FULL STREAM INTELLIGENCE · Streamer University
Jul 20, 2026 · VOD 2824339132
Chat mood & viewers
40,394 MSGS
Positive
4,821
11.9% of msgs
Negative
113
0.3% of msgs
Neutral
35,460
87.8% of msgs
Net mood · (pos − neg) / total
keyword lexicon heuristic · not a language model
Positivity ratio
4,821 POS
POSITIVITY · POS/(POS+NEG)
Sentiment flips
MINUTE-OVER-MINUTE Δ
- 284:000.45→0.08Δ-0.37
- 283:000.09→0.45Δ+0.36
- 94:000.05→0.38Δ+0.33
- 117:000.09→0.41Δ+0.32
- 123:000.39→0.08Δ-0.31
- 118:000.41→0.12Δ-0.29
Mood regime · per minute
444 MIN
POSNEUTRALNEGline = net score −1..1
Chat rate × peaks
444 MIN6 PEAKS
Auto-detected moments · clip suggestions
12 DETECTED12 CLIP-WORTHY
598 msgs — ×6.6 the stream average
- gryphonirl: OMG CATRNADO
- dwhite_live: quick with it
130 first-time chatters in one minute (raid-like influx)
- wurmface: Rossi and extra Emily dating lol
- ChaosSaberX: OSCS 2026 at SU EU lock in
87 first-time chatters in one minute (raid-like influx)
- macewindow2: 15k within 5 minutes crazy
- ulltraviolett: is graduation tomorrow?
85 first-time chatters in one minute (raid-like influx)
- xBolo__: xBolo__ watched 15 consecutive streams and sparked a watch streak! WW
- SRCshanepress578: !watchtime
95 emote msgs — ×22.1 the average
- WannaCookie_: Bonnie raid
- NinjaMagic: HAHAHAHAHAH
Keyword tracker
TOP 14
- yugi2,222
- lmfao812
- that713
- broke683
- stream636
- lmao609
- raid493
- what463
- yonna457
- this455
- marlon417
- arky395
- like387
- your369
Bot radar
14 FLAGGED
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 266 | 1.00 | known | known bot account |
| streamelements | 93 | 1.00 | known | known bot account |
| nightbot | 21 | 1.00 | known | known bot account |
| zuni45 | 59 | 0.55 | medium | 13 messages fired <2s apart · 20.7 msgs/min sustained |
| phazonsuiit | 29 | 0.55 | medium | 11 messages fired <2s apart · 29 msgs/min sustained |
| hydraszn | 12 | 0.55 | medium | 4 messages fired <2s apart · 12 msgs/min sustained |
| bendadonnn | 11 | 0.55 | medium | 10 messages fired <2s apart · 11 msgs/min sustained |
| nozarashi_01 | 23 | 0.45 | medium | repeated one message ×12 (52% of output) |
| lanahpaytoe | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| doubledavee | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| katrinasinnivong | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| n_alissa | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
| vanilla_love56 | 6 | 0.45 | medium | repeated one message ×4 (67% of output) |
| tthev | 5 | 0.45 | medium | repeated one message ×4 (80% of output) |
Emote pulse
TOP 8
- yusuf7Slime756
- bnrRaid497
- yugi2xY2X3407
- LUL400
- StreamerU2026344
- yugi2xY2X2285
- bnrL206
- bnrCheering190
Evidence tape
6 MSGS
- 00:00ateeeeedownnnOPENER
WWWWWWWW
- 01:00gryphonirlPEAK
OMG CATRNADO
- 01:00dwhite_livePEAK
quick with it
- 01:00iimpopPEAK
we littttttttt
- 01:00spastty_rxPEAK
WW HUNGER YUGI
- 01:00WannaCookie_PEAK
WE GOING TO EUROPE
Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
14
suspects flagged
Total messagesverified chat dump444 min · 1,580,614 views
Chat rate · per minute
H 598AVG 916 PEAKS
Cumulative messages
RUNNING TOTAL
New chatters / min
FIRST SEEN
Top chatter
RANK 01
onlyquackk
MSGS
SENT
SENT
FIRST SEEN 8:00 · 2.2% OF ALL CHATSUB
Unique chatters
5,232
0% of viewers
Msgs / chatter
7.7
40,394 msgs total
From subs
26%
10,507 msgs
Bots filtered
3
380 msgs flagged
Dominance
TOP 10
TOP-10 SHARE
Leaderboard · Top 20
BY MSGS17% OF CHAT
| # | Chatter | Badges | Msgs | Activity 0m→443m | Share |
|---|---|---|---|---|---|
| 01 | onlyquackk | SUB | 889 | 2.2% | |
| 02 | giannirahh | 689 | 1.7% | ||
| 03 | tosh5o | MOD | 548 | 1.4% | |
| 04 | bruhlend8 | 408 | 1.0% | ||
| 05 | WqterSqge | VIP | 370 | 0.9% | |
| 06 | wagner9x | SUB | 335 | 0.8% | |
| 07 | K1NGJD0G | 325 | 0.8% | ||
| 08 | vsuae | SUBVIP | 315 | 0.8% | |
| 09 | karissa2x | MOD | 314 | 0.8% | |
| 10 | boredom2x | VIP | 314 | 0.8% | |
| 11 | Jaycondones2x | 304 | 0.8% | ||
| 12 | baylesh2x | 298 | 0.7% | ||
| 13 | Fossabot | MODBOT | 266 | 0.7% | |
| 14 | Seafang | 245 | 0.6% | ||
| 15 | Svnese | VIP | 239 | 0.6% | |
| 16 | sanjikenn | VIP | 235 | 0.6% | |
| 17 | viegoshole | SUB | 223 | 0.6% | |
| 18 | theriddler9010 | SUB | 222 | 0.5% | |
| 19 | ansoop | VIP | 218 | 0.5% | |
| 20 | pepsicle13 | 217 | 0.5% |
User types · badge mix
168 BADGES
- SUBSCRIBER10,390 · 26%
- VIP3,302 · 8%
- FOOTBALL-FEST-20263,253 · 8%
- TURBO2,496 · 6%
- PREMIUM2,311 · 6%
- BLOSSOM-BADGE1,971 · 5%
- MODERATOR1,956 · 5%
- DREAMERS1,485 · 4%
New chatters · arrival curve
5232 TOTAL
first-message arrivals · 0m → 443m
601 joined in the first 2 minutes = 11% of all chatters
Returning
1298
≥5 msgs sent
One-and-done
2301
single message
Most mentioned
2,470 @s
- @yugi2x171 · 82u
- @tosh5o98 · 47u
- @hannahroseabove69 · 21u
- @giannirahh62 · 32u
- @onlyquackk59 · 36u
- @jaycondones2x53 · 35u
- @bellanort43 · 34u
- @ansoop41 · 23u
Top interactors
WHO PINGS MOST
- fossabot212
- onlyquackk94
- streamelements93
- tosh5o90
- hannahroseabove82
- potatbotat76
- giannirahh73
- jaycondones2x53
Chat tape
NOTABLE MSGS
- 00:00ateeeeedownnnOPENER
WWWWWWWW
- 01:00gryphonirlPEAK
OMG CATRNADO
- 01:00dwhite_livePEAK
quick with it
- 01:00iimpopPEAK
we littttttttt
- 01:00spastty_rxPEAK
WW HUNGER YUGI
- 01:00WannaCookie_PEAK
WE GOING TO EUROPE
- 01:00mrboom723PEAK
saunters with the quickness
- 01:00N0_MA_DPING
@Yugi2x u quick with it
Concentration
WHO CARRIES THE CHAT
Top 10 chatters
11%
4,507 msgs
Top 50 chatters
29%
11,739 msgs
Remaining
5182
share 71%
TOP 10 · 11%REST · 5222 CHATTERS · 89%
yusuf7Slime ×756bnrRaid ×497yugi2xY2X3 ×407LUL ×400StreamerU2026 ×344yugi2xY2X2 ×285bnrL ×206bnrCheering ×190arkyszN ×164lebronJAM ×163
Emote volume
MSGS W/ EMOTES
Of all messages
4.7%
40,394 msgs scanned
Emote codes
40
5,039 occurrences
Emotes / min
FLOW
Message length · distribution
CHARS / MSG
14,898
12,099
10,395
2,447
475
72
1-56-1516-4041-8081-160160+
Median
9 ch
P90
35 ch
Max
474 ch
Chat DNA
% OF ALL MSGS
Caps rage
12.0%
4,864 msgs
Questions
5.3%
2,129 msgs
Mentions
5.9%
2,398 @calls
Commands
1.0%
403 !calls
- CAPS12.0%
- QUESTIONS5.3%
- MENTIONS5.9%
- COMMANDS1.0%
Top multiplier
#1 EMOTE
yusuf7Slime
official emote · per-minute flow
- 02bnrRaid×497
- 03yugi2xY2X3×407
- 04LUL×400
Emote leaderboard
OFFICIAL7TV-STYLE
- yusuf7Slime×756
- bnrRaid×497
- yugi2xY2X3×407
- LUL×400
- StreamerU2026×344
- yugi2xY2X2×285
- bnrL×206
- bnrCheering×190
- arkyszN×164
- lebronJAM×163
- kaicCaught×115
- giannirROFL×100
- ohSHIT×95
- DinoDance×86
- yugi2xY2X×83
- agaL×80
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
TOP 10 STRAINS
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | LMFAO | ×700 | 189 | 2m→440m | VIRAL |
| 02 | LMAO | ×418 | 138 | 3m→439m | VIRAL |
| 03 | yugi broke his leg | ×180 | 116 | 3m→436m | VIRAL |
| 04 | pfft | ×172 | 84 | 6m→431m | VIRAL |
| 05 | LMAOOOOOOOOOO | ×131 | 22 | 3m→437m | VIRAL |
| 06 | LOL ͏ | ×104 | 53 | 9m→422m | VIRAL |
| 07 | WW STREAM | ×96 | 54 | 262m→443m | VIRAL |
| 08 | AURA | ×95 | 75 | 1m→423m | VIRAL |
| 09 | ouushit | ×95 | 62 | 1m→437m | VIRAL |
| 10 | LMFAOOO | ×83 | 44 | 3m→441m | VIRAL |
Keyword cloud
TOP 18 TOKENS
yugi2222lmfao812that713broke683stream636lmao609raid493what463yonna457this455marlon417arky395like387your369good358shit354just353with324
Mood regime
LEXICON HEURISTIC
POSNEUTRALNEG
Spam tape
WALLS + PEAKS
- 01:00gryphonirlPEAK
OMG CATRNADO
- 01:00dwhite_livePEAK
quick with it
- 01:00iimpopPEAK
we littttttttt
- 01:00spastty_rxPEAK
WW HUNGER YUGI
- 01:00WannaCookie_PEAK
WE GOING TO EUROPE
- 01:00mrboom723PEAK
saunters with the quickness
- 69:00liampouladWALL
yugi2xY2X3 yugi2xY2X3 yugi2xY2X3 yugi2xY2X3 yugi2xY2X3 yugi2xY2X3 yugi2xY2X3 yugi2xY2X3 yugi2xY2X3 yugi2xY2X3 yugi2xY2X3
User colors
TOP 16
Participation inequality
5,232 CHATTERS
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
Top 1%
30%
52 users
Top 5%
57%
262 users
Top 10%
69%
523 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 msg2,301USERS2,301MSGS5.7%
- 2-4 msgs1,633USERS4,327MSGS10.7%
- 5-19 msgs925USERS8,241MSGS20.4%
- 20+ msgs373USERS25,525MSGS63.2%
373 super-active users (7.1% of chatters) wrote 63% of all messages
Unique chatters / min
Arrivals · cumulative
NEW CHATTERS
Most mentioned
@ TARGETS
- @yugi2x171 · by 82 users
- @tosh5o98 · by 47 users
- @hannahroseabove69 · by 21 users
- @giannirahh62 · by 32 users
- @onlyquackk59 · by 36 users
- @jaycondones2x53 · by 35 users
- @bellanort43 · by 34 users
- @ansoop41 · by 23 users
- @karissa2x26 · by 20 users
- @yani_rvg23 · by 19 users
Top interactors
WHO REACHES OUT
- fossabot212 sent
- onlyquackk94 sent
- streamelements93 sent
- tosh5o90 sent
- hannahroseabove82 sent
- potatbotat76 sent
- giannirahh73 sent
- jaycondones2x53 sent
- bellanort40 sent
- sanjikenn32 sent
Badge mix
TOP 8
- SUBSCRIBER10390 · 26%
- VIP3302 · 8%
- FOOTBALL-FEST-20263253 · 8%
- TURBO2496 · 6%
- PREMIUM2311 · 6%
- BLOSSOM-BADGE1971 · 5%
- MODERATOR1956 · 5%
- DREAMERS1485 · 4%
Core community
324
≥3 interactions
Drive-by
2,100
1 msg · 0 interactions
Mentions
2,470
@ callouts
Network edges
60
distinct pairs
Mention flows · top pairs
TOP 12 OF 60
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | fossabot | → | yugi2x | 32 | |
| 02 | hannahroseabove | → | tosh5o | 27 | |
| 03 | tosh5o | → | hannahroseabove | 19 | |
| 04 | potatbotat | → | bruhmaster051 | 15 | |
| 05 | potatbotat | → | yugi2x | 13 | |
| 06 | fossabot | → | giannirahh | 12 | |
| 07 | nightbot | → | jaycondones2x | 11 | |
| 08 | hannahroseabove | → | ansoop | 10 | |
| 09 | dsmkp | → | yugi2x | 7 | |
| 10 | giannirahh | → | neokio | 6 | |
| 11 | streamelements | → | a2alkkillso7n | 6 | |
| 12 | onlyquackk | → | hannahroseabove | 6 |
Chat tape
NOTABLE MESSAGES
- 00:00ateeeeedownnnOPENER
WWWWWWWW
- 01:00gryphonirlPEAK
OMG CATRNADO
- 01:00dwhite_livePEAK
quick with it
- 01:00iimpopPEAK
we littttttttt
- 01:00spastty_rxPEAK
WW HUNGER YUGI
- 01:00WannaCookie_PEAK
WE GOING TO EUROPE
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
0.0
chat depth
Community gini
0.75
0 = broad, 1 = few voices
Loyal chatters
1298
≥5 msgs
Sub messages
26%
paying-fan share
Brand safety
MEASURED · LEXICON
BSafety grade
Score / 100
- PROFANITY1.6%
- CAPS RAGE12.0%
- SPAM/PASTA6.9%
- BOT MSGS0.9%
Sponsor signals · detected in chat
14 DETECTED
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| CMD | !watchtime | ×99 | 74 | 5m→440m | ORGANIC |
| CMD | !followage | ×56 | 51 | 5m→441m | ORGANIC |
| LINK | x.com | ×54 | 6 | 3m→440m | BOT TIMER |
| LINK | discord.gg | ×38 | 1 | 3m→440m | BOT TIMER |
| CMD | !comm | ×27 | 9 | 3m→440m | ORGANIC |
| CMD | !commercial | ×25 | 8 | 0m→400m | ORGANIC |
| LINK | twitch.tv | ×25 | 14 | 6m→429m | BOT TIMER |
| CMD | !sny | ×23 | 21 | 207m→440m | ORGANIC |
| CMD | !time | ×20 | 19 | 6m→443m | ORGANIC |
| CMD | !unfollow | ×20 | 17 | 207m→440m | ORGANIC |
| CMD | !phone | ×14 | 10 | 165m→365m | ORGANIC |
| CMD | !raid | ×13 | 12 | 9m→382m | ORGANIC |
| CMD | !roomate | ×11 | 11 | 3m→404m | ORGANIC |
| CMD | !roommate | ×11 | 11 | 253m→440m | ORGANIC |
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
- ES0.8%
- EN14.7%
- OTHER / EMOTE-ONLY84.5%
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 40,394CHATTERS 5232POS 4,821NEG 113TOP KEYWORD “YUGI” ×2222GINI 0.749BOTS 14PEAK ×30 @ 193m
Yugi2x stream analytics summary
Yugi2x's Streamer University stream "🌟 STREAMER UNIVERSITY DAY 5 🌟 LIVE ALL DAY 🌟 CRUMB OF SU 🌟 !classes !roommate !socials !comm !oscs" on Jul 20, 2026 generated 40,394 messages from 5,232 unique chatters (91 msgs/min average, peaking at 598/min). Sentiment ran 4,821 positive vs 113 negative, and the top keyword was "yugi" (×2222). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.
Ask me something about the stream