YonnaJay — Streamer University stream analytics — Jul 19, 2026
FULL STREAM INTELLIGENCE · Streamer University
Jul 19, 2026 · VOD 2823901120
Chat mood & viewers
140,203 MSGS
Positive
7,741
5.5% of msgs
Negative
1,672
1.2% of msgs
Neutral
130,790
93.3% of msgs
Net mood · (pos − neg) / total
keyword lexicon heuristic · not a language model
Positivity ratio
7,741 POS
POSITIVITY · POS/(POS+NEG)
Sentiment flips
MINUTE-OVER-MINUTE Δ
- 174:000.29→-0.13Δ-0.42
Mood regime · per minute
545 MIN
POSNEUTRALNEGline = net score −1..1
Chat rate × peaks
545 MIN6 PEAKS
Auto-detected moments · clip suggestions
12 DETECTED12 CLIP-WORTHY
199 emote msgs — ×5.9 the average
- angelbestreaming24: YONNA KEAVE NOW
- xrosesareredxx: HEY CAN U SAY LACIE YONNA 💞💞
263 emote msgs — ×7.8 the average
- liahhhh464546465: yonnajHappy
- googootbear: yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW
230 first-time chatters in one minute (raid-like influx)
- liahhhh464546465: yonnajHappy
- googootbear: yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW
191 emote msgs — ×5.6 the average
- kynsleathegoat2: yonnajLove yonnajLove yonnajLove yonnajLove yonnajLove yonnajLove
- flora_amr1: yonnajLove yonnajLove yonnajLove yonnajLove yonnajLove yonnajLove yonnajLove yon
181 emote msgs — ×5.4 the average
- B3R3RR: BRO ITS A 2 MINUTE LONG ADD
- z0mbiehearts: SM ADS HOLY SHIT
Keyword tracker
TOP 14
- yonna8,156
- what3,325
- that3,289
- this2,650
- when2,178
- they2,133
- love1,823
- your1,696
- crowd1,592
- yall1,579
- good1,409
- glasses1,357
- like1,216
- with1,192
Bot radar
15 FLAGGED
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 449 | 1.00 | known | known bot account |
| streamelements | 58 | 1.00 | known | known bot account |
| westsidekendo | 95 | 0.55 | medium | 78 messages fired <2s apart · 6.2 msgs/min sustained |
| restleymars | 43 | 0.55 | medium | 7 messages fired <2s apart · 6.3 msgs/min sustained |
| lanahcherry | 31 | 0.55 | medium | 28 messages fired <2s apart · 31 msgs/min sustained |
| hellohaiiii | 30 | 0.55 | medium | 12 messages fired <2s apart · 13.5 msgs/min sustained |
| hunch0552 | 27 | 0.55 | medium | 7 messages fired <2s apart · 22.2 msgs/min sustained |
| thebestofthebest676767 | 14 | 0.55 | medium | 3 messages fired <2s apart · 8.2 msgs/min sustained |
| summerwhite08 | 14 | 0.55 | medium | 4 messages fired <2s apart · 14 msgs/min sustained |
| monk_ap | 14 | 0.55 | medium | 4 messages fired <2s apart · 8.8 msgs/min sustained |
| yasanlilbro | 13 | 0.55 | medium | 4 messages fired <2s apart · 9.9 msgs/min sustained |
| sofcr7 | 13 | 0.55 | medium | 4 messages fired <2s apart · 12 msgs/min sustained |
| yaireflores | 13 | 0.55 | medium | 3 messages fired <2s apart · 13 msgs/min sustained |
| nmmud | 12 | 0.55 | medium | 3 messages fired <2s apart · 12 msgs/min sustained |
| bananacornplayz | 12 | 0.55 | medium | 3 messages fired <2s apart · 12 msgs/min sustained |
Emote pulse
TOP 8
- yonnajW59,728
- yonnajLove51,534
- yonnajDetective16,208
- yonnajHappy12,625
- yonnajSideeye8,274
- StreamerU20264,680
- yonnajGG2,467
- TwitchConHYPE1,209
Evidence tape
6 MSGS
- 00:00kaywhitfieldOPENER
void
- 00:00jesus_lovesuforeverPING
ok but hey @yonnajay
- 02:00luvsaiyPING
LAST DAY TOMORROW????????????? @yonnajay
- 06:00B3R3RRPEAK
BRO ITS A 2 MINUTE LONG ADD
- 06:00z0mbieheartsPEAK
SM ADS HOLY SHIT
- 06:00paulineisthegoatPEAK
wait and ad
Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
1
mood swings
Bots
15
suspects flagged
Total messagesverified chat dump544 min · 4,127,786 views
Chat rate · per minute
H 663AVG 257.36 PEAKS
Cumulative messages
RUNNING TOTAL
New chatters / min
FIRST SEEN
Top chatter
RANK 01
luv_aryana
MSGS
SENT
SENT
FIRST SEEN 5:00 · 0.7% OF ALL CHATSUB
Unique chatters
22,485
1% of viewers
Msgs / chatter
6.2
140,203 msgs total
From subs
13%
17,785 msgs
Bots filtered
2
507 msgs flagged
Dominance
TOP 10
TOP-10 SHARE
Leaderboard · Top 20
BY MSGS6% OF CHAT
| # | Chatter | Badges | Msgs | Activity 0m→544m | Share |
|---|---|---|---|---|---|
| 01 | luv_aryana | SUB | 999 | 0.7% | |
| 02 | cncmarcoo | SUB | 754 | 0.5% | |
| 03 | kayla6174 | 701 | 0.5% | ||
| 04 | HAWNCH0 | MODSUB | 566 | 0.4% | |
| 05 | patriciaaaaa_7 | SUB | 456 | 0.3% | |
| 06 | Fossabot | MODBOT | 449 | 0.3% | |
| 07 | jas_dabeauty | SUB | 376 | 0.3% | |
| 08 | st4ryniy | SUB | 306 | 0.2% | |
| 09 | lillie_towns | 303 | 0.2% | ||
| 10 | mqddens | MODSUB | 302 | 0.2% | |
| 11 | zaiheads2u | 301 | 0.2% | ||
| 12 | rvrs26 | 289 | 0.2% | ||
| 13 | hellomylove4 | 288 | 0.2% | ||
| 14 | gwefasakang88 | 282 | 0.2% | ||
| 15 | c4ydon | SUB | 273 | 0.2% | |
| 16 | abi40433 | 268 | 0.2% | ||
| 17 | lilzzz777 | 266 | 0.2% | ||
| 18 | zowie82 | 262 | 0.2% | ||
| 19 | yagirlvickyy | SUB | 259 | 0.2% | |
| 20 | dandabun | 253 | 0.2% |
User types · badge mix
138 BADGES
- SUBSCRIBER17,422 · 12%
- TURBO5,930 · 4%
- PREMIUM5,789 · 4%
- FOOTBALL-FEST-20264,471 · 3%
- MODERATOR2,153 · 2%
- BLOSSOM-BADGE1,886 · 1%
- NO_VIDEO1,228 · 1%
- SUB-GIFTER1,080 · 1%
New chatters · arrival curve
22485 TOTAL
first-message arrivals · 0m → 544m
692 joined in the first 2 minutes = 3% of all chatters
Returning
6530
≥5 msgs sent
One-and-done
8544
single message
Most mentioned
4,147 @s
- @mqddens42 · 28u
- @yonnajay34 · 24u
- @hawnch032 · 17u
- @korlana24 · 11u
- @yourragegaming22 · 16u
- @kayla617419 · 19u
- @jas_dabeauty18 · 18u
- @lilydaqueen2118 · 17u
Top interactors
WHO PINGS MOST
- mqddens81
- hawnch037
- fossabot36
- jas_dabeauty34
- avery890133
- streamelements32
- radi0headskillety32
- himynameis676730
Chat tape
NOTABLE MSGS
- 00:00kaywhitfieldOPENER
void
- 00:00jesus_lovesuforeverPING
ok but hey @yonnajay
- 02:00luvsaiyPING
LAST DAY TOMORROW????????????? @yonnajay
- 06:00B3R3RRPEAK
BRO ITS A 2 MINUTE LONG ADD
- 06:00z0mbieheartsPEAK
SM ADS HOLY SHIT
- 06:00paulineisthegoatPEAK
wait and ad
- 06:00arianaa1olllPEAK
Ofcc honeyyy
- 06:00jhodges11cpsPEAK
mhm I’m sad really
Concentration
WHO CARRIES THE CHAT
Top 10 chatters
4%
5,212 msgs
Top 50 chatters
9%
13,310 msgs
Remaining
22435
share 91%
TOP 10 · 4%REST · 22475 CHATTERS · 96%
yonnajW ×59728yonnajLove ×51534yonnajDetective ×16208yonnajHappy ×12625yonnajSideeye ×8274StreamerU2026 ×4680yonnajGG ×2467TwitchConHYPE ×1209Squid2 ×740DinoDance ×671
Emote volume
MSGS W/ EMOTES
Of all messages
13.1%
140,203 msgs scanned
Emote codes
40
165,426 occurrences
Emotes / min
FLOW
Message length · distribution
CHARS / MSG
24,904
50,915
44,959
13,938
4,261
1,143
1-56-1516-4041-8081-160160+
Median
14 ch
P90
49 ch
Max
497 ch
Chat DNA
% OF ALL MSGS
Caps rage
22.7%
31,784 msgs
Questions
3.8%
5,318 msgs
Mentions
3.0%
4,143 @calls
Commands
0.1%
160 !calls
- CAPS22.7%
- QUESTIONS3.8%
- MENTIONS3.0%
- COMMANDS0.1%
Top multiplier
#1 EMOTE
yonnajW
official emote · per-minute flow
- 02yonnajLove×51534
- 03yonnajDetective×16208
- 04yonnajHappy×12625
Emote leaderboard
OFFICIAL7TV-STYLE
- yonnajW×59,728
- yonnajLove×51,534
- yonnajDetective×16,208
- yonnajHappy×12,625
- yonnajSideeye×8,274
- StreamerU2026×4,680
- yonnajGG×2,467
- TwitchConHYPE×1,209
- Squid2×740
- DinoDance×671
- MercyWing2×568
- MercyWing1×567
- SipTime×501
- <3×485
- BratChat×468
- LUL×420
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
TOP 10 STRAINS
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | yonnajLove | ×793 | 698 | 0m→542m | VIRAL |
| 02 | yonnajW yonnajW yonnajW yonnajW | ×579 | 456 | 0m→544m | VIRAL |
| 03 | yonnajLove yonnajLove yonnajLove yonnajLove | ×575 | 492 | 0m→544m | VIRAL |
| 04 | yonnajW | ×524 | 446 | 0m→543m | VIRAL |
| 05 | WWWW | ×520 | 337 | 2m→543m | VIRAL |
| 06 | yonnajW yonnajW yonnajW yonnajW yonnajW | ×518 | 399 | 0m→544m | VIRAL |
| 07 | yonnajLove yonnajLove yonnajLove | ×506 | 424 | 0m→544m | VIRAL |
| 08 | yonnajW yonnajW yonnajW | ×472 | 362 | 0m→544m | VIRAL |
| 09 | yonnajLove yonnajLove yonnajLove yonnajLove yonnajLove | ×446 | 388 | 1m→544m | VIRAL |
| 10 | WWWWW | ×422 | 284 | 1m→543m | VIRAL |
Keyword cloud
TOP 18 TOKENS
yonna8156what3325that3289this2650when2178they2133love1823your1696crowd1592yall1579good1409glasses1357like1216with1192just1179guys1128time1126play1076
Mood regime
LEXICON HEURISTIC
POSNEUTRALNEG
Spam tape
WALLS + PEAKS
- 06:00B3R3RRPEAK
BRO ITS A 2 MINUTE LONG ADD
- 06:00z0mbieheartsPEAK
SM ADS HOLY SHIT
- 06:00paulineisthegoatPEAK
wait and ad
- 06:00arianaa1olllPEAK
Ofcc honeyyy
- 06:00jhodges11cpsPEAK
mhm I’m sad really
- 06:00thatkidnakia1PEAK
yonnajW yonnajW yonnajW yonnajW
- 10:00minicrabdreWALL
DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance
User colors
TOP 16
Participation inequality
22,485 CHATTERS
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
Top 1%
20%
225 users
Top 5%
43%
1,124 users
Top 10%
57%
2,249 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 msg8,544USERS8,544MSGS6.1%
- 2-4 msgs7,411USERS19,883MSGS14.2%
- 5-19 msgs5,140USERS45,900MSGS32.7%
- 20+ msgs1,390USERS65,876MSGS47.0%
1,390 super-active users (6.2% of chatters) wrote 47% of all messages
Unique chatters / min
Arrivals · cumulative
NEW CHATTERS
Most mentioned
@ TARGETS
- @mqddens42 · by 28 users
- @yonnajay34 · by 24 users
- @hawnch032 · by 17 users
- @korlana24 · by 11 users
- @yourragegaming22 · by 16 users
- @kayla617419 · by 19 users
- @jas_dabeauty18 · by 18 users
- @lilydaqueen2118 · by 17 users
- @zowie8215 · by 13 users
- @luv_aryana14 · by 12 users
Top interactors
WHO REACHES OUT
- mqddens81 sent
- hawnch037 sent
- fossabot36 sent
- jas_dabeauty34 sent
- avery890133 sent
- streamelements32 sent
- radi0headskillety32 sent
- himynameis676730 sent
- vh1xz26 sent
- korlana26 sent
Badge mix
TOP 8
- SUBSCRIBER17422 · 12%
- TURBO5930 · 4%
- PREMIUM5789 · 4%
- FOOTBALL-FEST-20264471 · 3%
- MODERATOR2153 · 2%
- BLOSSOM-BADGE1886 · 1%
- NO_VIDEO1228 · 1%
- SUB-GIFTER1080 · 1%
Core community
787
≥3 interactions
Drive-by
8,079
1 msg · 0 interactions
Mentions
4,147
@ callouts
Network edges
60
distinct pairs
Mention flows · top pairs
TOP 12 OF 60
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | fossabot | → | yonnafonna | 11 | |
| 02 | mqddens | → | hawnch0 | 7 | |
| 03 | hawnch0 | → | iwantacinnamonroll | 7 | |
| 04 | mugs_711 | → | somebodygotbored | 7 | |
| 05 | rustycvm | → | nel | 6 | |
| 06 | somebodygotbored | → | mugs_711 | 6 | |
| 07 | palodulceeeee | → | blazian | 6 | |
| 08 | fossabot | → | korlana | 5 | |
| 09 | mqddens | → | korlana | 5 | |
| 10 | korlana | → | mqddens | 5 | |
| 11 | jojoba_isback | → | nay_naylovesu | 5 | |
| 12 | hawnch0 | → | ezee | 5 |
Chat tape
NOTABLE MESSAGES
- 00:00kaywhitfieldOPENER
void
- 00:00jesus_lovesuforeverPING
ok but hey @yonnajay
- 02:00luvsaiyPING
LAST DAY TOMORROW????????????? @yonnajay
- 06:00B3R3RRPEAK
BRO ITS A 2 MINUTE LONG ADD
- 06:00z0mbieheartsPEAK
SM ADS HOLY SHIT
- 06:00paulineisthegoatPEAK
wait and ad
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
0.66
0 = broad, 1 = few voices
Loyal chatters
6530
≥5 msgs
Sub messages
13%
paying-fan share
Brand safety
MEASURED · LEXICON
BSafety grade
Score / 100
- PROFANITY0.5%
- CAPS RAGE22.7%
- SPAM/PASTA6.0%
- BOT MSGS0.4%
Sponsor signals · detected in chat
14 DETECTED
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | twitch.tv | ×263 | 55 | 6m→541m | BOT TIMER |
| LINK | discord.gg | ×114 | 4 | 0m→539m | BOT TIMER |
| LINK | 7tv.app | ×32 | 2 | 2m→535m | BOT TIMER |
| LINK | frostyapp.io | ×31 | 1 | 2m→535m | BOT TIMER |
| CMD | !watchtime | ×30 | 27 | 0m→13m | ORGANIC |
| CMD | !discord | ×18 | 17 | 21m→471m | ORGANIC |
| CMD | !note | ×15 | 8 | 59m→471m | ORGANIC |
| CMD | !snap | ×10 | 10 | 0m→487m | ORGANIC |
| LINK | snapchat.com | ×10 | 1 | 0m→487m | BOT TIMER |
| CMD | !time | ×10 | 7 | 17m→519m | ORGANIC |
| CMD | !followers | ×8 | 8 | 3m→450m | ORGANIC |
| CMD | !watch | ×5 | 5 | 52m→428m | ORGANIC |
| LINK | twitch.amazon.com | ×5 | 1 | 191m→490m | BOT TIMER |
| CMD | !sub | ×4 | 2 | 6m→490m | 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
- ES0.9%
- EN19.4%
- OTHER / EMOTE-ONLY79.7%
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 140,203CHATTERS 22485POS 7,741NEG 1,672TOP KEYWORD “YONNA” ×8156GINI 0.663BOTS 15PEAK ×10.8 @ 476m
YonnaJay stream analytics summary
YonnaJay's Streamer University stream "🏫 EVERY CLUB PRESENTING SOMETHING 🏫 WE DIDN'T GET EXPELLED 🎉 LAST DAY TOMORROW 🎉 1.2M FOLLOWERS GUYS 🎉 !discord !snap" on Jul 19, 2026 generated 140,203 messages from 22,485 unique chatters (257.3 msgs/min average, peaking at 663/min). Sentiment ran 7,741 positive vs 1,672 negative, and the top keyword was "yonna" (×8156). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.
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