wendolynortizz — Streamer University stream analytics — Jul 19, 2026
FULL STREAM INTELLIGENCE · Streamer University
Jul 19, 2026 · VOD 2823870145
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
no >0.25 swings detected
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
43 emote msgs — ×3.3 the average
- lina_anh: WE CAN HEAR YOU
- mimisocoolok: WENDY GOODMORNING
151 first-time chatters in one minute (raid-like influx)
- dulssss24: blue outfit
- happybotu: ❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR
609 msgs — ×4.2 the stream average
- dulssss24: blue outfit
- happybotu: ❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR
565 msgs — ×3.9 the stream average
- briele1234: 1111111111
- x_2007: 111111111121
88 first-time chatters in one minute (raid-like influx)
- briele1234: 1111111111
- x_2007: 111111111121
Keyword tracker
- glassesss8,463
- wendy1,020
- glasses687
- stop665
- spamming536
- that498
- yall446
- they445
- yellow398
- asada393
- this377
- cute375
- what346
- mods342
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 16 | 1.00 | known | known bot account |
| streamelements | 6 | 1.00 | known | known bot account |
| kaytlin0923 | 28 | 0.75 | high | repeated one message ×14 (50% of output) · 4 messages fired <2s apart |
| shaylajacks03 | 80 | 0.55 | medium | 4 messages fired <2s apart · 16.3 msgs/min sustained |
| eumewg | 35 | 0.55 | medium | 7 messages fired <2s apart · 21.2 msgs/min sustained |
| raidernation1997 | 22 | 0.55 | medium | 5 messages fired <2s apart · 20 msgs/min sustained |
| realdmon3y | 14 | 0.55 | medium | 4 messages fired <2s apart · 14 msgs/min sustained |
| ananonymousgifter | 11 | 0.55 | medium | 10 messages fired <2s apart · 11 msgs/min sustained |
| kylene760 | 31 | 0.45 | medium | repeated one message ×16 (52% of output) |
| anabaf | 25 | 0.45 | medium | repeated one message ×13 (52% of output) |
| mmoorrssaall | 22 | 0.45 | medium | repeated one message ×17 (77% of output) |
| sophii_fwtx | 17 | 0.45 | medium | repeated one message ×15 (88% of output) |
| adang__ | 16 | 0.45 | medium | repeated one message ×9 (56% of output) |
| kylie878 | 14 | 0.45 | medium | repeated one message ×8 (57% of output) |
| estrellamolina222 | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
Emote pulse
- wendol6W2,612
- StreamerU20261,277
- wendol6Wotion781
- wendol6Kisses556
- wendol6Heartt538
- wendol6Www355
- theres76Wendy244
- westbr12MD1235
Evidence tape
- 00:00ximr_123456OPENER
hello
- 13:00e1_sthlmPING
yall excited for the awards ceremony @wendolynortizz
- 38:00dulssss24PEAK
blue outfit
- 38:00happybotuPEAK
❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA AS
- 38:00iamard921PEAK
it’s cute but no
- 38:00perla4201PEAK
listen to your sister
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→127m | Share |
|---|---|---|---|---|---|
| 01 | oonatyy | SUB | 214 | 1.1% | |
| 02 | rann1112 | 210 | 1.1% | ||
| 03 | theresmena | 209 | 1.1% | ||
| 04 | stacyy106 | 185 | 1.0% | ||
| 05 | sskulltober | 127 | 0.7% | ||
| 06 | chichismarquez | 126 | 0.7% | ||
| 07 | happybotu | SUB | 110 | 0.6% | |
| 08 | debby199 | 98 | 0.5% | ||
| 09 | hbreeez | SUB | 94 | 0.5% | |
| 10 | cassienoe | 90 | 0.5% | ||
| 11 | korinaaaaaaaaaaaaa | SUB | 85 | 0.5% | |
| 12 | skg_xo | 81 | 0.4% | ||
| 13 | shaylajacks03 | SUB | 80 | 0.4% | |
| 14 | krbdh | 79 | 0.4% | ||
| 15 | queenbaeeeee | 77 | 0.4% | ||
| 16 | nikexflashx | SUB | 75 | 0.4% | |
| 17 | pinkpoolz | 75 | 0.4% | ||
| 18 | laseogunnaike | 74 | 0.4% | ||
| 19 | marrxell | SUB | 74 | 0.4% | |
| 20 | nancymunoz213 | SUB | 74 | 0.4% |
User types · badge mix
- SUBSCRIBER5,482 · 29%
- PREMIUM3,688 · 20%
- TURBO1,401 · 8%
- FOOTBALL-FEST-2026227 · 1%
- WENT-OUTSIDE226 · 1%
- NO_AUDIO215 · 1%
- TWITCH-RECAP-2025198 · 1%
- BITS162 · 1%
New chatters · arrival curve
first-message arrivals · 0m → 127m
241 joined in the first 2 minutes = 7% of all chatters
Most mentioned
- @teddychops83 · 55u
- @theresmena76 · 59u
- @sskulltober41 · 32u
- @lilchavyy9722 · 16u
- @crackieheads22 · 17u
- @smoke_the_peace_19 · 17u
- @oonatyy16 · 15u
- @tsunamimikee14 · 11u
Top interactors
- oonatyy34
- teddychops22
- carolinaslice8922
- smoke_the_peace_21
- dracarys_draco18
- crackieheads17
- 0114060814
- lilchavyy9712
Chat tape
- 00:00ximr_123456OPENER
hello
- 13:00e1_sthlmPING
yall excited for the awards ceremony @wendolynortizz
- 38:00dulssss24PEAK
blue outfit
- 38:00happybotuPEAK
❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA AS
- 38:00iamard921PEAK
it’s cute but no
- 38:00perla4201PEAK
listen to your sister
- 38:00B4RZSSPEAK
benjyyyyyyyyyyyyyyyyyyyyyyy
- 38:00happybotuPEAK
❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA AS
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS15.1%
- QUESTIONS3.7%
- MENTIONS7.1%
- COMMANDS0.1%
Top multiplier
- 02StreamerU2026×1277
- 03wendol6Wotion×781
- 04wendol6Kisses×556
Emote leaderboard
- wendol6W×2,612
- StreamerU2026×1,277
- wendol6Wotion×781
- wendol6Kisses×556
- wendol6Heartt×538
- wendol6Www×355
- theres76Wendy×244
- westbr12MD1×235
- TwitchUnity×190
- BratChat×166
- Shush×129
- VirtualHug×115
- VoteYea×96
- DinoDance×95
- wendol6Twinathon×94
- TwitchConHYPE×80
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | noooo | ×131 | 93 | 31m→127m | VIRAL |
| 02 | nooo | ×116 | 90 | 4m→127m | VIRAL |
| 03 | 1111 | ×107 | 68 | 38m→41m | VIRAL |
| 04 | yessss | ×105 | 88 | 0m→109m | VIRAL |
| 05 | 11111 | ×103 | 71 | 38m→41m | VIRAL |
| 06 | yesss | ×92 | 70 | 0m→99m | VIRAL |
| 07 | nooooo | ×78 | 63 | 31m→100m | VIRAL |
| 08 | 111111 | ×77 | 54 | 38m→41m | VIRAL |
| 09 | ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤ADD THE GLASSESSS🕶️🖤 | ×66 | 12 | 47m→67m | VIRAL |
| 10 | yesssss | ×63 | 56 | 29m→99m | VIRAL |
Keyword cloud
Mood regime
Spam tape
- 38:00dulssss24PEAK
blue outfit
- 38:00happybotuPEAK
❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA AS
- 38:00iamard921PEAK
it’s cute but no
- 38:00perla4201PEAK
listen to your sister
- 38:00B4RZSSPEAK
benjyyyyyyyyyyyyyyyyyyyyyyy
- 38:00happybotuPEAK
❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA AS
- 39:00happybotuWALL
❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA AS
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 msg1,298USERS1,298MSGS7.0%
- 2-4 msgs1,072USERS2,899MSGS15.6%
- 5-19 msgs714USERS6,489MSGS34.8%
- 20+ msgs199USERS7,937MSGS42.6%
199 super-active users (6.1% of chatters) wrote 43% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @teddychops83 · by 55 users
- @theresmena76 · by 59 users
- @sskulltober41 · by 32 users
- @lilchavyy9722 · by 16 users
- @crackieheads22 · by 17 users
- @smoke_the_peace_19 · by 17 users
- @oonatyy16 · by 15 users
- @tsunamimikee14 · by 11 users
- @champagnetoasttt12 · by 11 users
- @rann111211 · by 10 users
Top interactors
- oonatyy34 sent
- teddychops22 sent
- carolinaslice8922 sent
- smoke_the_peace_21 sent
- dracarys_draco18 sent
- crackieheads17 sent
- 0114060814 sent
- lilchavyy9712 sent
- srodr15212 sent
- elina_25el12 sent
Badge mix
- SUBSCRIBER5482 · 29%
- PREMIUM3688 · 20%
- TURBO1401 · 8%
- FOOTBALL-FEST-2026227 · 1%
- WENT-OUTSIDE226 · 1%
- NO_AUDIO215 · 1%
- TWITCH-RECAP-2025198 · 1%
- BITS162 · 1%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | crackieheads | → | teddychops | 11 | |
| 02 | teddychops | → | crackieheads | 5 | |
| 03 | carolinaslice89 | → | theresmena | 5 | |
| 04 | xovalea | → | tsunamimikee | 4 | |
| 05 | flwataa | → | teddychops | 3 | |
| 06 | stephanay3 | → | teddychops | 3 | |
| 07 | savlucia | → | teddychops | 3 | |
| 08 | les1ey_ | → | teddychops | 3 | |
| 09 | joliesontwitchh | → | teddychops | 3 | |
| 10 | anairdaxx | → | teddychops | 3 | |
| 11 | blayze_809 | → | whxrepunch666 | 3 | |
| 12 | itssweetlenny | → | theresmena | 3 |
Chat tape
- 00:00ximr_123456OPENER
hello
- 13:00e1_sthlmPING
yall excited for the awards ceremony @wendolynortizz
- 38:00dulssss24PEAK
blue outfit
- 38:00happybotuPEAK
❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA ASADA ❤️ SAVE YELLOW FOR CARNA AS
- 38:00iamard921PEAK
it’s cute but no
- 38:00perla4201PEAK
listen to your sister
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
- PROFANITY0.4%
- CAPS RAGE15.1%
- SPAM/PASTA7.6%
- BOT MSGS0.1%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | twitch.tv | ×5 | 5 | 15m→86m | BOT TIMER |
| CMD | !watchtime | ×4 | 3 | 28m→44m | ORGANIC |
| CMD | !time | ×2 | 2 | 56m→111m | ORGANIC |
| CMD | !followage | ×1 | 1 | 25m→25m | ORGANIC |
| CMD | !discord | ×1 | 1 | 96m→96m | ORGANIC |
| LINK | discord.gg | ×1 | 1 | 122m→122m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES3.8%
- EN25.6%
- OTHER / EMOTE-ONLY70.6%
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
wendolynortizz stream analytics summary
wendolynortizz's Streamer University stream "STREAMER UNIVERSITY ALUMNI RETURN!! 📚✨" on Jul 19, 2026 generated 18,623 messages from 3,283 unique chatters (145.5 msgs/min average, peaking at 609/min). Sentiment ran 818 positive vs 73 negative, and the top keyword was "glassesss" (×8463). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.