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
We are not able to fetch your viewers track, so sorry.
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.
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