wendolynortizz — Streamer University stream analytics — Jul 18, 2026
FULL STREAM INTELLIGENCE · Streamer University
Jul 18, 2026 · VOD 2823231746
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 858:000.67→0.00Δ-0.67
- 800:000.00→0.60Δ+0.60
- 801:000.60→0.00Δ-0.60
- 820:000.00→0.50Δ+0.50
- 821:000.50→0.00Δ-0.50
- 864:000.50→0.00Δ-0.50
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
110 emote msgs — ×20.3 the average
- ariii_999: ariii_999 subscribed with Prime. They've subscribed for 14 months, currently on
- katggcc: katggcc subscribed at Tier 1. They've subscribed for 11 months, currently on a 8
110 emote msgs — ×20.3 the average
- happybotu: WE KNEW ITTTT
- LauraVeronica888: that outfit soo cuteeee
63 emote msgs — ×11.6 the average
- monicacast3: wendol6W wendol6W wendol6W
- julpoopie: wendy the location was already leaked lol
185 first-time chatters in one minute (raid-like influx)
- catisblind: catisblind subscribed with Prime. They've subscribed for 9 months!
- kyrahairston: who is the camera man
206 first-time chatters in one minute (raid-like influx)
- pepperonicupcake: what eve do?
- wrdddd2kev: WWW HATERS IN HERE
Keyword tracker
- wendy8,492
- they5,553
- that3,482
- yall3,429
- there2,573
- your2,549
- leave2,463
- with2,389
- girl2,383
- just2,317
- what2,315
- party2,281
- this2,132
- diego1,947
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 150 | 1.00 | known | known bot account |
| streamelements | 129 | 1.00 | known | known bot account |
| nightbot | 5 | 1.00 | known | known bot account |
| nycc_bryan | 10 | 0.70 | high | repeated one message ×5 (50% of output) · 10 msgs/min sustained |
| stephlovesmaryj | 123 | 0.55 | medium | 5 messages fired <2s apart · 14.7 msgs/min sustained |
| ssall18 | 75 | 0.55 | medium | 12 messages fired <2s apart · 15.1 msgs/min sustained |
| monjjito | 30 | 0.55 | medium | 4 messages fired <2s apart · 7.6 msgs/min sustained |
| pv_831 | 21 | 0.55 | medium | 5 messages fired <2s apart · 6.6 msgs/min sustained |
| amerikah21 | 20 | 0.55 | medium | 5 messages fired <2s apart · 18.8 msgs/min sustained |
| hennylito | 15 | 0.55 | medium | 14 messages fired <2s apart · 15 msgs/min sustained |
| moonlightxoxo_ | 14 | 0.55 | medium | 3 messages fired <2s apart · 12.9 msgs/min sustained |
| yaboyyywill | 11 | 0.55 | medium | 10 messages fired <2s apart · 11 msgs/min sustained |
| pikacard1 | 10 | 0.55 | medium | 4 messages fired <2s apart · 10 msgs/min sustained |
| alexap988 | 10 | 0.55 | medium | 3 messages fired <2s apart · 10 msgs/min sustained |
| babygirlsea | 35 | 0.45 | medium | repeated one message ×21 (60% of output) |
Emote pulse
- wendol6W5,290
- StreamerU20264,716
- wendol6Wotion3,075
- wendol6Heartt1,405
- wendol6Hennylito1,266
- DinoDance1,160
- wendol6Www791
- wendol6Kisses756
Evidence tape
- 00:00StreamElementsOPENER
wendolynortizz is now live! Streaming Streamer University: STREAMER UNIVERSITY ALUMNI RETURN!! 📚✨
- 156:00velasquezvictoria131_PING
@wendolynortizz you should of joined yonnas class
- 186:00lovxerbxbePING
BRRR ITS COLD IN HERE THERE MUST BE SOME ALUMNI IN THE ATMOSPHERE @wendolynortizz
- 462:00kelly10xPEAK
Jason ween is on the bus also
- 462:00barbieee222PEAK
the buses are leaving
- 462:00sweetmamaa17PEAK
THE BUS IS LEAVINGGGG
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→1179m | Share |
|---|---|---|---|---|---|
| 01 | aals29 | 1414 | 1.0% | ||
| 02 | stacyy106 | 1210 | 0.8% | ||
| 03 | barney1030 | SUB | 919 | 0.6% | |
| 04 | I8ofc_GG | 908 | 0.6% | ||
| 05 | rann1112 | 797 | 0.5% | ||
| 06 | bjune06 | 728 | 0.5% | ||
| 07 | lavenderlush_ | 588 | 0.4% | ||
| 08 | cute_dov | 512 | 0.3% | ||
| 09 | happybotu | SUB | 497 | 0.3% | |
| 10 | laseogunnaike | 443 | 0.3% | ||
| 11 | cassienoe | 432 | 0.3% | ||
| 12 | adrianax0x0 | SUB | 413 | 0.3% | |
| 13 | lillyxxmoon | SUB | 393 | 0.3% | |
| 14 | lizzbeth_torres | SUB | 362 | 0.2% | |
| 15 | rubii1218 | SUB | 353 | 0.2% | |
| 16 | ghosttt49 | 346 | 0.2% | ||
| 17 | bluelightsssss | 345 | 0.2% | ||
| 18 | itsgabby___ | SUB | 345 | 0.2% | |
| 19 | x_toriiii | MOD | 332 | 0.2% | |
| 20 | bellezabritt1 | 312 | 0.2% |
User types · badge mix
- SUBSCRIBER37,890 · 26%
- PREMIUM30,276 · 21%
- TURBO11,291 · 8%
- WENT-OUTSIDE3,743 · 3%
- TWITCH-RECAP-20251,997 · 1%
- FOOTBALL-FEST-20261,826 · 1%
- NO_AUDIO1,073 · 1%
- BITS920 · 1%
New chatters · arrival curve
first-message arrivals · 0m → 1179m
657 joined in the first 2 minutes = 4% of all chatters
Most mentioned
- @dream056290 · 38u
- @wsg10057 · 29u
- @cute_dov46 · 33u
- @gigi420846 · 39u
- @bravechosen144 · 32u
- @bjune0644 · 32u
- @flowergirlyxo43 · 42u
- @applerougebottom41 · 37u
Top interactors
- aals29228
- dream0562138
- streamelements89
- bjune0679
- i8ofc_gg76
- 51omarii62
- pwooii59
- happybotu58
Chat tape
- 00:00StreamElementsOPENER
wendolynortizz is now live! Streaming Streamer University: STREAMER UNIVERSITY ALUMNI RETURN!! 📚✨
- 156:00velasquezvictoria131_PING
@wendolynortizz you should of joined yonnas class
- 186:00lovxerbxbePING
BRRR ITS COLD IN HERE THERE MUST BE SOME ALUMNI IN THE ATMOSPHERE @wendolynortizz
- 462:00kelly10xPEAK
Jason ween is on the bus also
- 462:00barbieee222PEAK
the buses are leaving
- 462:00sweetmamaa17PEAK
THE BUS IS LEAVINGGGG
- 462:00jiji2414PEAK
eves at the bus with nina
- 462:00lalaesther12PEAK
BUS IS LEAVINGGGGG
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS20.2%
- QUESTIONS2.8%
- MENTIONS4.9%
- COMMANDS0.3%
Top multiplier
- 02StreamerU2026×4716
- 03wendol6Wotion×3075
- 04wendol6Heartt×1405
Emote leaderboard
- wendol6W×5,290
- StreamerU2026×4,716
- wendol6Wotion×3,075
- wendol6Heartt×1,405
- wendol6Hennylito×1,266
- DinoDance×1,160
- wendol6Www×791
- wendol6Kisses×756
- theres76LMAO×747
- TwitchConHYPE×610
- WeDidThat×574
- LUL×560
- theres76Freakyduck×494
- SipTime×484
- westbr12MD1×477
- VoteYea×393
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | 😭😭😭 | ×412 | 184 | 0m→1168m | VIRAL |
| 02 | 😭😭😭😭 | ×346 | 182 | 1m→748m | VIRAL |
| 03 | yesss | ×346 | 290 | 2m→1174m | VIRAL |
| 04 | noooo | ×345 | 285 | 4m→709m | VIRAL |
| 05 | nooo | ×306 | 238 | 2m→701m | VIRAL |
| 06 | LMAOOO | ×259 | 158 | 1m→1166m | VIRAL |
| 07 | yessss | ×246 | 212 | 0m→695m | VIRAL |
| 08 | change | ×240 | 160 | 16m→695m | VIRAL |
| 09 | nooooo | ×238 | 191 | 16m→709m | VIRAL |
| 10 | lmao | ×221 | 140 | 1m→1173m | VIRAL |
Keyword cloud
Mood regime
Spam tape
- 462:00kelly10xPEAK
Jason ween is on the bus also
- 462:00barbieee222PEAK
the buses are leaving
- 462:00sweetmamaa17PEAK
THE BUS IS LEAVINGGGG
- 462:00jiji2414PEAK
eves at the bus with nina
- 462:00lalaesther12PEAK
BUS IS LEAVINGGGGG
- 462:00Ja1111000PEAK
bus is leaving
- 728:00happybotuWALL
LuvBlush DinoDance LuvBlush DinoDance LuvBlush DinoDance LuvBlush DinoDance LuvBlush DinoDance LuvBlush DinoDance LuvBlu
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 msg5,581USERS5,581MSGS3.8%
- 2-4 msgs4,731USERS12,843MSGS8.8%
- 5-19 msgs3,956USERS36,281MSGS24.7%
- 20+ msgs1,593USERS92,058MSGS62.7%
1,593 super-active users (10.0% of chatters) wrote 63% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @dream056290 · by 38 users
- @wsg10057 · by 29 users
- @cute_dov46 · by 33 users
- @gigi420846 · by 39 users
- @bravechosen144 · by 32 users
- @bjune0644 · by 32 users
- @flowergirlyxo43 · by 42 users
- @applerougebottom41 · by 37 users
- @malaoluv38 · by 34 users
- @e1_sthlm37 · by 17 users
Top interactors
- aals29228 sent
- dream0562138 sent
- streamelements89 sent
- bjune0679 sent
- i8ofc_gg76 sent
- 51omarii62 sent
- pwooii59 sent
- happybotu58 sent
- e1_sthlm58 sent
- user8user954 sent
Badge mix
- SUBSCRIBER37890 · 26%
- PREMIUM30276 · 21%
- TURBO11291 · 8%
- WENT-OUTSIDE3743 · 3%
- TWITCH-RECAP-20251997 · 1%
- FOOTBALL-FEST-20261826 · 1%
- NO_AUDIO1073 · 1%
- BITS920 · 1%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | e1_sthlm | → | dream0562 | 14 | |
| 02 | dream0562 | → | paulisss8 | 10 | |
| 03 | dream0562 | → | e1_sthlm | 9 | |
| 04 | kayz_30 | → | teedoll444 | 9 | |
| 05 | teedoll444 | → | kayz_30 | 9 | |
| 06 | streamelements | → | fossabot | 8 | |
| 07 | calicheebs | → | skullymarti | 8 | |
| 08 | dream0562 | → | oscarrsnotes | 8 | |
| 09 | marleynnn | → | don_vergaas | 7 | |
| 10 | don_vergaas | → | marleynnn | 7 | |
| 11 | dream0562 | → | mariana_monique | 7 | |
| 12 | user8user9 | → | dianawithawhy | 7 |
Chat tape
- 00:00StreamElementsOPENER
wendolynortizz is now live! Streaming Streamer University: STREAMER UNIVERSITY ALUMNI RETURN!! 📚✨
- 156:00velasquezvictoria131_PING
@wendolynortizz you should of joined yonnas class
- 186:00lovxerbxbePING
BRRR ITS COLD IN HERE THERE MUST BE SOME ALUMNI IN THE ATMOSPHERE @wendolynortizz
- 462:00kelly10xPEAK
Jason ween is on the bus also
- 462:00barbieee222PEAK
the buses are leaving
- 462:00sweetmamaa17PEAK
THE BUS IS LEAVINGGGG
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 RAGE20.2%
- SPAM/PASTA3.4%
- BOT MSGS0.2%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| CMD | !slgame | ×132 | 34 | 1152m→1171m | ORGANIC |
| LINK | twitch.tv | ×99 | 29 | 5m→1149m | BOT TIMER |
| CMD | !followage | ×66 | 53 | 5m→741m | ORGANIC |
| CMD | !watchtime | ×57 | 44 | 8m→761m | ORGANIC |
| LINK | twitch.amazon.com | ×35 | 1 | 1m→352m | BOT TIMER |
| CMD | !points | ×19 | 16 | 66m→381m | ORGANIC |
| CMD | !prime | ×14 | 11 | 1m→733m | ORGANIC |
| CMD | !time | ×6 | 6 | 306m→1175m | ORGANIC |
| CMD | !discord | ×5 | 5 | 42m→1149m | ORGANIC |
| CMD | !slgame1 | ×5 | 5 | 1153m→1170m | ORGANIC |
| CMD | !slgame8 | ×5 | 4 | 1155m→1167m | ORGANIC |
| CMD | !gamble | ×4 | 3 | 66m→1155m | ORGANIC |
| CMD | !slgame7 | ×4 | 3 | 1153m→1160m | ORGANIC |
| CMD | !sub | ×3 | 1 | 7m→685m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES2.4%
- EN24.5%
- OTHER / EMOTE-ONLY73.1%
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 18, 2026 generated 146,763 messages from 15,861 unique chatters (124.4 msgs/min average, peaking at 640/min). Sentiment ran 8,267 positive vs 744 negative, and the top keyword was "wendy" (×8492). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.