YourFavoriteDeveloper — Streamer University stream analytics — Jul 16, 2026
FULL STREAM INTELLIGENCE · Streamer University
Jul 16, 2026 · VOD 2821258888
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 18:000.00→1.00Δ+1.00
- 19:001.00→0.00Δ-1.00
- 33:000.00→0.33Δ+0.33
- 34:000.33→0.00Δ-0.33
- 20:000.00→0.25Δ+0.25
- 21:000.25→0.00Δ-0.25
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
4 msgs — ×3.3 the stream average
- Sery_Bot: Sery_Bot is here seryboArrive
- StreamElements: YourFavoriteDeveloper is now live! Streaming Streamer University: All 2026 Strea
7 msgs — ×5.8 the stream average
- giaxxmht: ArsonNoSexy ArsonNoSexy ArsonNoSexy ArsonNoSexy
- YourFavoriteDeveloper: Subscribe & Gift 1 Sub For A Website Key + VIP In Chat!
2 msgs — ×1.7 the stream average
- YourFavoriteDeveloper: @nxvyseals refresh
2 msgs — ×1.7 the stream average
- splashpabl0: this is smart
- StreamElements: 💜 Enjoying the stream? Subscribe here: https://www.twitch.tv/subs/yourfavorited
2 msgs — ×1.7 the stream average
- audwibnauwbdh1311: where kai
- YourFavoriteDeveloper: @audwibnauwbdh1311 probably sleep
Keyword tracker
- with9
- subscribed8
- prime8
- here5
- yourfavoritedeveloper5
- subscribe5
- https5
- enjoying4
- stream4
- twitch4
- subs4
- currently4
- have4
- twitchsubcount4
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 6 | 1.00 | known | known bot account |
Emote pulse
- ArsonNoSexy4
- seryboArrive2
Evidence tape
- 00:00Sery_BotOPENER
Sery_Bot is here seryboArrive
- 00:00StreamElementsWALL
YourFavoriteDeveloper is now live! Streaming Streamer University: All 2026 Streamer University Students | LIVE | Streame
- 01:00giaxxmhtPEAK
ArsonNoSexy ArsonNoSexy ArsonNoSexy ArsonNoSexy
- 01:00YourFavoriteDeveloperPEAK
Subscribe & Gift 1 Sub For A Website Key + VIP In Chat!
- 01:00YourFavoriteDeveloperPEAK
good now @nxvyseals ?
- 01:00nxvysealsPEAK
nah for some reason it made me unfollow and everything, idk what’s going on
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→42m | Share |
|---|---|---|---|---|---|
| 01 | YourFavoriteDeveloper | 10 | 19.2% | ||
| 02 | StreamElements | MODBOT | 6 | 11.5% | |
| 03 | RobinDeEuler | 4 | 7.7% | ||
| 04 | kai_gat | 3 | 5.8% | ||
| 05 | giaxxmht | 2 | 3.8% | ||
| 06 | b1scuitw | 2 | 3.8% | ||
| 07 | 1Dwesh | 2 | 3.8% | ||
| 08 | Sery_Bot | MOD | 1 | 1.9% | |
| 09 | Rar3Dud3 | 1 | 1.9% | ||
| 10 | diddymasterrun | 1 | 1.9% | ||
| 11 | nxvyseals | 1 | 1.9% | ||
| 12 | luizsjblu | SUB | 1 | 1.9% | |
| 13 | splashpabl0 | 1 | 1.9% | ||
| 14 | brebrowndagoat | 1 | 1.9% | ||
| 15 | audwibnauwbdh1311 | 1 | 1.9% | ||
| 16 | EdMcP | SUB | 1 | 1.9% | |
| 17 | jeremiahww14 | 1 | 1.9% | ||
| 18 | Thaanatos1 | SUB | 1 | 1.9% | |
| 19 | kmapnad | 1 | 1.9% | ||
| 20 | valdo12220 | 1 | 1.9% |
User types · badge mix
- BROADCASTER10 · 19%
- GAMERDUO10 · 19%
- SUBSCRIBER8 · 15%
- PREMIUM8 · 15%
- MODERATOR7 · 13%
- BOT-BADGE7 · 13%
- FOOTBALL-FEST-20264 · 8%
- WENT-OUTSIDE2 · 4%
New chatters · arrival curve
first-message arrivals · 0m → 42m
8 joined in the first 2 minutes = 27% of all chatters
Most mentioned
- @nxvyseals2 · 1u
- @kaicenat1 · 1u
- @audwibnauwbdh13111 · 1u
- @jeremiahww141 · 1u
- @yourfavoritedeveloper1 · 1u
- @robindeeuler1 · 1u
- @shaun523131 · 1u
Top interactors
- yourfavoritedeveloper6
- streamelements1
- b1scuitw1
Chat tape
- 00:00Sery_BotOPENER
Sery_Bot is here seryboArrive
- 00:00StreamElementsWALL
YourFavoriteDeveloper is now live! Streaming Streamer University: All 2026 Streamer University Students | LIVE | Streame
- 01:00giaxxmhtPEAK
ArsonNoSexy ArsonNoSexy ArsonNoSexy ArsonNoSexy
- 01:00YourFavoriteDeveloperPEAK
Subscribe & Gift 1 Sub For A Website Key + VIP In Chat!
- 01:00YourFavoriteDeveloperPEAK
good now @nxvyseals ?
- 01:00nxvysealsPEAK
nah for some reason it made me unfollow and everything, idk what’s going on
- 05:00StreamElementsWALL
💜 Enjoying the stream? Subscribe here: https://www.twitch.tv/subs/yourfavoritedeveloper — We currently have $twitchsubc
- 19:00b1scuitwPING
@YourFavoriteDeveloper any of this years class baddies u fancy ?
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS1.9%
- QUESTIONS19.2%
- MENTIONS15.4%
- COMMANDS1.9%
Top multiplier
- 02seryboArrive×2
Emote leaderboard
- ArsonNoSexy×4
- seryboArrive×2
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | 💜 Enjoying the stream? Subscribe here: https://www.twitch.tv/subs/yourfavoritedeveloper — We currently have $twitchsubcount subscribers! | ×4 | 1 | 5m→35m | NICHE |
Keyword cloud
Mood regime
Spam tape
- 00:00StreamElementsWALL
YourFavoriteDeveloper is now live! Streaming Streamer University: All 2026 Streamer University Students | LIVE | Streame
- 01:00giaxxmhtPEAK
ArsonNoSexy ArsonNoSexy ArsonNoSexy ArsonNoSexy
- 01:00YourFavoriteDeveloperPEAK
Subscribe & Gift 1 Sub For A Website Key + VIP In Chat!
- 01:00YourFavoriteDeveloperPEAK
good now @nxvyseals ?
- 01:00nxvysealsPEAK
nah for some reason it made me unfollow and everything, idk what’s going on
- 05:00StreamElementsWALL
💜 Enjoying the stream? Subscribe here: https://www.twitch.tv/subs/yourfavoritedeveloper — We currently have $twitchsubc
- 20:00StreamElementsWALL
💜 Enjoying the stream? Subscribe here: https://www.twitch.tv/subs/yourfavoritedeveloper — We currently have $twitchsubc
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 msg23USERS23MSGS44.2%
- 2-4 msgs5USERS13MSGS25.0%
- 5-19 msgs2USERS16MSGS30.8%
- 20+ msgs0USERS0MSGS0.0%
0 super-active users (0.0% of chatters) wrote 0% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @nxvyseals2 · by 1 users
- @kaicenat1 · by 1 users
- @audwibnauwbdh13111 · by 1 users
- @jeremiahww141 · by 1 users
- @yourfavoritedeveloper1 · by 1 users
- @robindeeuler1 · by 1 users
- @shaun523131 · by 1 users
Top interactors
- yourfavoritedeveloper6 sent
- streamelements1 sent
- b1scuitw1 sent
Badge mix
- BROADCASTER10 · 19%
- GAMERDUO10 · 19%
- SUBSCRIBER8 · 15%
- PREMIUM8 · 15%
- MODERATOR7 · 13%
- BOT-BADGE7 · 13%
- FOOTBALL-FEST-20264 · 8%
- WENT-OUTSIDE2 · 4%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | yourfavoritedeveloper | → | nxvyseals | 2 | |
| 02 | streamelements | → | kaicenat | 1 | |
| 03 | yourfavoritedeveloper | → | audwibnauwbdh1311 | 1 | |
| 04 | yourfavoritedeveloper | → | jeremiahww14 | 1 | |
| 05 | b1scuitw | → | yourfavoritedeveloper | 1 | |
| 06 | yourfavoritedeveloper | → | robindeeuler | 1 | |
| 07 | yourfavoritedeveloper | → | shaun52313 | 1 |
Chat tape
- 00:00Sery_BotOPENER
Sery_Bot is here seryboArrive
- 00:00StreamElementsWALL
YourFavoriteDeveloper is now live! Streaming Streamer University: All 2026 Streamer University Students | LIVE | Streame
- 01:00giaxxmhtPEAK
ArsonNoSexy ArsonNoSexy ArsonNoSexy ArsonNoSexy
- 01:00YourFavoriteDeveloperPEAK
Subscribe & Gift 1 Sub For A Website Key + VIP In Chat!
- 01:00YourFavoriteDeveloperPEAK
good now @nxvyseals ?
- 01:00nxvysealsPEAK
nah for some reason it made me unfollow and everything, idk what’s going on
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
- PROFANITY0.0%
- CAPS RAGE1.9%
- SPAM/PASTA7.7%
- BOT MSGS11.5%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | twitch.tv | ×4 | 1 | 5m→35m | BOT TIMER |
| CMD | !site | ×1 | 1 | 23m→23m | ORGANIC |
| LINK | streameruniversitynetwork.com | ×1 | 1 | 23m→23m | BOT TIMER |
Sponsor lift · ad-read impact
Audience language
- ES0.0%
- EN48.1%
- OTHER / EMOTE-ONLY51.9%
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
YourFavoriteDeveloper stream analytics summary
YourFavoriteDeveloper's Streamer University stream "All 2026 Streamer University Students | LIVE | Streamer University Production Team? | @kaicenat | Stay Up to Date With Everyone" on Jul 16, 2026 generated 52 messages from 30 unique chatters (1.2 msgs/min average, peaking at 7/min). Sentiment ran 3 positive vs 0 negative, and the top keyword was "with" (×9). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.