KanelJoseph — Streamer University stream analytics — Jul 19, 2026
FULL STREAM INTELLIGENCE · Streamer University
Jul 19, 2026 · VOD 2824074666
Chat mood & viewers
42,160 MSGS
Positive
3,158
7.5% of msgs
Negative
950
2.3% of msgs
Neutral
38,052
90.3% of msgs
Net mood · (pos − neg) / total
keyword lexicon heuristic · not a language model
Positivity ratio
3,158 POS
POSITIVITY · POS/(POS+NEG)
Sentiment flips
MINUTE-OVER-MINUTE Δ
- 259:00-0.01→-0.31Δ-0.30
- 08:000.12→-0.16Δ-0.28
- 219:000.28→0.00Δ-0.28
- 260:00-0.31→-0.04Δ+0.27
- 155:00-0.02→0.24Δ+0.26
- 218:000.02→0.28Δ+0.26
Mood regime · per minute
291 MIN
POSNEUTRALNEGline = net score −1..1
Chat rate × peaks
291 MIN6 PEAKS
Auto-detected moments · clip suggestions
12 DETECTED12 CLIP-WORTHY
32 emote msgs — ×4.7 the average
- sccsdaddyy: KANEL MY GOATTTTT
- asakusabashi01: who u got winning the wc
588 msgs — ×4.1 the stream average
- sccsdaddyy: KANEL MY GOATTTTT
- asakusabashi01: who u got winning the wc
31 emote msgs — ×4.6 the average
- xxx_viky_xxx: NPCCCCC BratChat BratChat BratChat BratChat BratChat BratChat BratChat BratChat
- albert13857: bro tf is this
531 msgs — ×3.7 the stream average
- xxx_viky_xxx: NPCCCCC BratChat BratChat BratChat BratChat BratChat BratChat BratChat BratChat
- albert13857: bro tf is this
32 emote msgs — ×4.7 the average
- BabyChez239: Stephen hawkings setup
- richstayhigh: Bro tried it
Keyword tracker
TOP 14
- kanel1,859
- points1,422
- kaneljoseph771
- gamble765
- they732
- that728
- what720
- watchtime676
- watching669
- spent596
- your595
- this502
- hours478
- yonna465
Bot radar
15 FLAGGED
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 1,580 | 1.00 | known | known bot account |
| secertz__ | 75 | 0.55 | medium | 5 messages fired <2s apart · 7.7 msgs/min sustained |
| jeg1334 | 20 | 0.55 | medium | 18 messages fired <2s apart · 20 msgs/min sustained |
| mistercaker12 | 19 | 0.55 | medium | 3 messages fired <2s apart · 6.2 msgs/min sustained |
| madmaxz4 | 19 | 0.55 | medium | 6 messages fired <2s apart · 14.3 msgs/min sustained |
| 99191991 | 15 | 0.55 | medium | 3 messages fired <2s apart · 7.4 msgs/min sustained |
| bubbarachet2 | 12 | 0.55 | medium | 3 messages fired <2s apart · 11.6 msgs/min sustained |
| aimen2012 | 10 | 0.55 | medium | 3 messages fired <2s apart · 10 msgs/min sustained |
| sigmaskibdirizz | 23 | 0.45 | medium | repeated one message ×13 (57% of output) |
| 1zezz1 | 15 | 0.45 | medium | repeated one message ×11 (73% of output) |
| kega9055 | 13 | 0.45 | medium | repeated one message ×7 (54% of output) |
| thebiggestb0ss28 | 12 | 0.45 | medium | repeated one message ×7 (58% of output) |
| sacaramento | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
| arcadecharm1 | 6 | 0.45 | medium | repeated one message ×4 (67% of output) |
| 305join | 6 | 0.45 | medium | repeated one message ×4 (67% of output) |
Emote pulse
TOP 8
- kaneljEugene1,240
- kaneljDot618
- LUL614
- StreamerU2026489
- kaneljEugene_SQ278
- PogChamp204
- TwitchConHYPE189
- kaneljW174
Evidence tape
6 MSGS
- 00:00duaxvOPENER
www
- 01:00sccsdaddyyPEAK
KANEL MY GOATTTTT
- 01:00asakusabashi01PEAK
who u got winning the wc
- 01:00palmbeachpete6767123PEAK
palm beach Pete
- 01:00DobeIsGooningPEAK
WEE DID ITTTTTTTTTT
- 01:00jj1111112PEAK
KANEEEEEEEKLKKKKKLLLLLLLLLLLLLLLL
Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
15
suspects flagged
Total messagesverified chat dump290 min · 889,929 views
Chat rate · per minute
H 588AVG 144.96 PEAKS
Cumulative messages
RUNNING TOTAL
New chatters / min
FIRST SEEN
Top chatter
RANK 01
bennis_m8
MSGS
SENT
SENT
FIRST SEEN 3:00 · 1.1% OF ALL CHATSUB
Unique chatters
6,261
1% of viewers
Msgs / chatter
6.7
42,160 msgs total
From subs
9%
3,903 msgs
Bots filtered
1
1,580 msgs flagged
Dominance
TOP 10
TOP-10 SHARE
Leaderboard · Top 20
BY MSGS14% OF CHAT
| # | Chatter | Badges | Msgs | Activity 0m→290m | Share |
|---|---|---|---|---|---|
| 01 | StreamElements | MODBOT | 1580 | 3.7% | |
| 02 | bennis_m8 | SUB | 461 | 1.1% | |
| 03 | nsut__ | 430 | 1.0% | ||
| 04 | wolfisar_2 | 427 | 1.0% | ||
| 05 | KrustyVlogs | SUBVIP | 296 | 0.7% | |
| 06 | snoozeyg | 276 | 0.7% | ||
| 07 | Zvxlllvllz | 239 | 0.6% | ||
| 08 | sleepy_ryu | 238 | 0.6% | ||
| 09 | ifizzy8 | 234 | 0.6% | ||
| 10 | drawinghate | SUB | 227 | 0.5% | |
| 11 | theyfw_lilraY | 224 | 0.5% | ||
| 12 | seydaword | MOD | 224 | 0.5% | |
| 13 | useless_tj1 | 181 | 0.4% | ||
| 14 | demidivinity | 171 | 0.4% | ||
| 15 | jus_vibbezz | 168 | 0.4% | ||
| 16 | bshotzz21 | 156 | 0.4% | ||
| 17 | chair_gorilla | 146 | 0.3% | ||
| 18 | ishaabae | 144 | 0.3% | ||
| 19 | dynax_zz | 142 | 0.3% | ||
| 20 | Aryic123 | SUB | 129 | 0.3% |
User types · badge mix
91 BADGES
- SUBSCRIBER3,694 · 9%
- PREMIUM2,583 · 6%
- TURBO2,551 · 6%
- FOOTBALL-FEST-20262,349 · 6%
- MODERATOR2,142 · 5%
- BOT-BADGE1,580 · 4%
- NO_VIDEO669 · 2%
- TWITCH-RECAP-2024613 · 1%
New chatters · arrival curve
6261 TOTAL
first-message arrivals · 0m → 290m
520 joined in the first 2 minutes = 8% of all chatters
Returning
1753
≥5 msgs sent
One-and-done
2491
single message
Most mentioned
2,039 @s
- @kaneljoseph31 · 21u
- @zvxlllvllz19 · 13u
- @ddwaal18 · 1u
- @squareleezy16 · 4u
- @krustyvlogs16 · 14u
- @seydaword16 · 9u
- @the_treehouse1716 · 3u
- @streamelements15 · 13u
Top interactors
WHO PINGS MOST
- streamelements1,002
- zvxlllvllz75
- zol2x30
- firecards4181227
- sharkpupalt19
- demidivinity15
- ddwaal12
- aryic12311
Chat tape
NOTABLE MSGS
- 00:00duaxvOPENER
www
- 01:00sccsdaddyyPEAK
KANEL MY GOATTTTT
- 01:00asakusabashi01PEAK
who u got winning the wc
- 01:00palmbeachpete6767123PEAK
palm beach Pete
- 01:00DobeIsGooningPEAK
WEE DID ITTTTTTTTTT
- 01:00jj1111112PEAK
KANEEEEEEEKLKKKKKLLLLLLLLLLLLLLLL
- 01:00killyaegoPEAK
DADDDDY KANEL
- 07:00shrekballs34WALL
kaneljEugene kaneljGlazing kaneljEugene kaneljGlazing kaneljEugene kaneljGlazing kaneljEugene kaneljGlazing kaneljEugene
Concentration
WHO CARRIES THE CHAT
Top 10 chatters
10%
4,408 msgs
Top 50 chatters
22%
9,226 msgs
Remaining
6211
share 78%
TOP 10 · 10%REST · 6251 CHATTERS · 90%
kaneljEugene ×1240kaneljDot ×618LUL ×614StreamerU2026 ×489kaneljEugene_SQ ×278PogChamp ×204TwitchConHYPE ×189kaneljW ×174kaneljTrolllaugh ×174kaneljWhat ×160
Emote volume
MSGS W/ EMOTES
Of all messages
4.7%
42,160 msgs scanned
Emote codes
40
6,688 occurrences
Emotes / min
FLOW
Message length · distribution
CHARS / MSG
10,337
16,305
11,795
3,032
651
33
1-56-1516-4041-8081-160160+
Median
11 ch
P90
38 ch
Max
468 ch
Chat DNA
% OF ALL MSGS
Caps rage
17.0%
7,170 msgs
Questions
2.5%
1,044 msgs
Mentions
4.8%
2,039 @calls
Commands
4.6%
1,926 !calls
- CAPS17.0%
- QUESTIONS2.5%
- MENTIONS4.8%
- COMMANDS4.6%
Top multiplier
#1 EMOTE
kaneljEugene
official emote · per-minute flow
- 02kaneljDot×618
- 03LUL×614
- 04StreamerU2026×489
Emote leaderboard
OFFICIAL7TV-STYLE
- kaneljEugene×1,240
- kaneljDot×618
- LUL×614
- StreamerU2026×489
- kaneljEugene_SQ×278
- PogChamp×204
- TwitchConHYPE×189
- kaneljW×174
- kaneljTrolllaugh×174
- kaneljWhat×160
- kaneljLpr×158
- kaneljDead×154
- VoteYea×147
- kaneljRick×144
- Squid2×133
- kaneljZesty×112
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
TOP 10 STRAINS
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | !watchtime | ×594 | 450 | 3m→288m | VIRAL |
| 02 | !points | ×266 | 170 | 1m→288m | VIRAL |
| 03 | !gamble 5 | ×103 | 58 | 0m→288m | VIRAL |
| 04 | LMAO | ×98 | 59 | 1m→285m | VIRAL |
| 05 | kaneljEugene | ×82 | 58 | 1m→288m | VIRAL |
| 06 | 😭😭😭😭 | ×80 | 32 | 2m→275m | VIRAL |
| 07 | WWWWW | ×70 | 47 | 0m→289m | VIRAL |
| 08 | lmao | ×69 | 43 | 2m→282m | VIRAL |
| 09 | https://discord.gg/kanel | ×67 | 1 | 0m→286m | NICHE |
| 10 | 😭😭😭 | ×66 | 39 | 4m→277m | VIRAL |
Keyword cloud
TOP 18 TOKENS
kanel1859points1422kaneljoseph771gamble765they732that728what720watchtime676watching669spent596your595this502hours478yonna465just462with451mins408like404
Mood regime
LEXICON HEURISTIC
POSNEUTRALNEG
Spam tape
WALLS + PEAKS
- 01:00sccsdaddyyPEAK
KANEL MY GOATTTTT
- 01:00asakusabashi01PEAK
who u got winning the wc
- 01:00palmbeachpete6767123PEAK
palm beach Pete
- 01:00DobeIsGooningPEAK
WEE DID ITTTTTTTTTT
- 01:00jj1111112PEAK
KANEEEEEEEKLKKKKKLLLLLLLLLLLLLLLL
- 01:00killyaegoPEAK
DADDDDY KANEL
- 07:00shrekballs34WALL
kaneljEugene kaneljGlazing kaneljEugene kaneljGlazing kaneljEugene kaneljGlazing kaneljEugene kaneljGlazing kaneljEugene
User colors
TOP 16
Participation inequality
6,261 CHATTERS
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
Top 1%
24%
63 users
Top 5%
48%
313 users
Top 10%
61%
626 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 msg2,491USERS2,491MSGS5.9%
- 2-4 msgs2,017USERS5,347MSGS12.7%
- 5-19 msgs1,338USERS12,006MSGS28.5%
- 20+ msgs415USERS22,316MSGS52.9%
415 super-active users (6.6% of chatters) wrote 53% of all messages
Unique chatters / min
Arrivals · cumulative
NEW CHATTERS
Most mentioned
@ TARGETS
- @kaneljoseph31 · by 21 users
- @zvxlllvllz19 · by 13 users
- @ddwaal18 · by 1 users
- @squareleezy16 · by 4 users
- @krustyvlogs16 · by 14 users
- @seydaword16 · by 9 users
- @the_treehouse1716 · by 3 users
- @streamelements15 · by 13 users
- @chrismor515 · by 1 users
- @kst_peyton14 · by 5 users
Top interactors
WHO REACHES OUT
- streamelements1002 sent
- zvxlllvllz75 sent
- zol2x30 sent
- firecards4181227 sent
- sharkpupalt19 sent
- demidivinity15 sent
- ddwaal12 sent
- aryic12311 sent
- unikorndih11 sent
- jus_vibbezz10 sent
Badge mix
TOP 8
- SUBSCRIBER3694 · 9%
- PREMIUM2583 · 6%
- TURBO2551 · 6%
- FOOTBALL-FEST-20262349 · 6%
- MODERATOR2142 · 5%
- BOT-BADGE1580 · 4%
- NO_VIDEO669 · 2%
- TWITCH-RECAP-2024613 · 1%
Core community
308
≥3 interactions
Drive-by
2,285
1 msg · 0 interactions
Mentions
2,039
@ callouts
Network edges
60
distinct pairs
Mention flows · top pairs
TOP 12 OF 60
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | streamelements | → | ddwaal | 18 | |
| 02 | streamelements | → | chrismor5 | 15 | |
| 03 | streamelements | → | the_treehouse17 | 14 | |
| 04 | streamelements | → | squareleezy | 13 | |
| 05 | streamelements | → | dariusstupid | 10 | |
| 06 | streamelements | → | rayasianfan12 | 10 | |
| 07 | streamelements | → | badknight2837 | 10 | |
| 08 | streamelements | → | kst_peyton | 9 | |
| 09 | streamelements | → | gr3g1up | 9 | |
| 10 | streamelements | → | goofyunc123 | 9 | |
| 11 | streamelements | → | critikalhlt | 8 | |
| 12 | streamelements | → | x_gamesjj | 8 |
Chat tape
NOTABLE MESSAGES
- 00:00duaxvOPENER
www
- 01:00sccsdaddyyPEAK
KANEL MY GOATTTTT
- 01:00asakusabashi01PEAK
who u got winning the wc
- 01:00palmbeachpete6767123PEAK
palm beach Pete
- 01:00DobeIsGooningPEAK
WEE DID ITTTTTTTTTT
- 01:00jj1111112PEAK
KANEEEEEEEKLKKKKKLLLLLLLLLLLLLLLL
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
0.70
0 = broad, 1 = few voices
Loyal chatters
1753
≥5 msgs
Sub messages
9%
paying-fan share
Brand safety
MEASURED · LEXICON
BSafety grade
Score / 100
- PROFANITY1.2%
- CAPS RAGE17.0%
- SPAM/PASTA4.9%
- BOT MSGS3.7%
Sponsor signals · detected in chat
14 DETECTED
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| CMD | !gamble | ×733 | 225 | 0m→289m | ORGANIC |
| CMD | !watchtime | ×660 | 469 | 3m→288m | ORGANIC |
| CMD | !points | ×276 | 172 | 1m→288m | ORGANIC |
| LINK | discord.gg | ×70 | 2 | 0m→289m | BOT TIMER |
| CMD | !followage | ×64 | 46 | 50m→281m | ORGANIC |
| LINK | instagram.com | ×58 | 1 | 0m→285m | BOT TIMER |
| LINK | twitter.com | ×58 | 1 | 0m→285m | BOT TIMER |
| CMD | !roulette | ×13 | 9 | 4m→270m | ORGANIC |
| CMD | !duel | ×12 | 2 | 41m→261m | ORGANIC |
| CMD | !gambleall | ×9 | 7 | 47m→181m | ORGANIC |
| CMD | !discord | ×8 | 8 | 3m→265m | ORGANIC |
| CMD | !point | ×6 | 6 | 114m→206m | ORGANIC |
| CMD | !clip | ×5 | 5 | 10m→164m | ORGANIC |
| LINK | x.com | ×5 | 3 | 12m→289m | 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
- ES1.8%
- EN18.9%
- OTHER / EMOTE-ONLY79.3%
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 42,160CHATTERS 6261POS 3,158NEG 950TOP KEYWORD “KANEL” ×1859GINI 0.696BOTS 15PEAK ×5.2 @ 4m
KanelJoseph stream analytics summary
KanelJoseph's Streamer University stream "STREAMER UNIVERSITY DAY 5 🤧👀 | VIRTUAL STUDENT 🤖 | DAY 66/120 !discord !insta !twitter" on Jul 19, 2026 generated 42,160 messages from 6,261 unique chatters (144.9 msgs/min average, peaking at 588/min). Sentiment ran 3,158 positive vs 950 negative, and the top keyword was "kanel" (×1859). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.
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