Marlon - Streamer University stream analytics - Jul 17, 2026
FULL STREAM INTELLIGENCE · Streamer University
Jul 17, 2026 · VOD 2822211968
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 166:00-0.02→0.45Δ+0.47
- 535:000.15→-0.31Δ-0.46
- 1960:000.35→-0.04Δ-0.39
- 167:000.45→0.09Δ-0.36
- 903:000.04→0.40Δ+0.36
- 2089:000.04→0.39Δ+0.35
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
64 emote msgs — ×9.8 the average
- mayah_870: MercyWing1 MercyWing2
- shreyanshrughoobur: Stop mogging marlon
52 emote msgs — ×7.9 the average
- axelbrady25: StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2
- nerf_jynxzi: StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026
123 first-time chatters in one minute (raid-like influx)
- axelbrady25: StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2
- nerf_jynxzi: StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026
276 first-time chatters in one minute (raid-like influx)
- JalenGzales: pushed you WAYYYYY back!!!
- matty_b_scraps: Kia sending people to detention
200 first-time chatters in one minute (raid-like influx)
- realk560477: KAI NEEDS U
- imvertt: YOU WERE THE FIRST
Keyword tracker
- marlon16,198
- lacy7,774
- what5,881
- this4,868
- that4,561
- silky3,990
- they3,579
- partner3,539
- chat3,488
- your3,477
- happy3,371
- good3,331
- with3,262
- anniversary3,162
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 2,226 | 1.00 | known | known bot account |
| streamelements | 117 | 1.00 | known | known bot account |
| nightbot | 21 | 1.00 | known | known bot account |
| streamlabs | 1 | 1.00 | known | known bot account |
| fbf109510 | 12 | 0.70 | high | repeated one message ×7 (58% of output) · 11.1 msgs/min sustained |
| ttteeeddd | 11 | 0.70 | high | repeated one message ×6 (55% of output) · 11 msgs/min sustained |
| duhxhfhvhch | 120 | 0.55 | medium | 7 messages fired <2s apart · 9.5 msgs/min sustained |
| desnamerr3360 | 45 | 0.55 | medium | 4 messages fired <2s apart · 8.5 msgs/min sustained |
| jr0ntheblock | 44 | 0.55 | medium | 6 messages fired <2s apart · 8.6 msgs/min sustained |
| reagan677 | 26 | 0.55 | medium | 3 messages fired <2s apart · 6.9 msgs/min sustained |
| duracack | 24 | 0.55 | medium | 4 messages fired <2s apart · 17.1 msgs/min sustained |
| bobbby1232 | 19 | 0.55 | medium | 3 messages fired <2s apart · 19 msgs/min sustained |
| ryanthehoopervgbnm | 18 | 0.55 | medium | 7 messages fired <2s apart · 11.1 msgs/min sustained |
| jdubb799 | 18 | 0.55 | medium | 4 messages fired <2s apart · 14.2 msgs/min sustained |
| w_louws | 18 | 0.55 | medium | 3 messages fired <2s apart · 7.1 msgs/min sustained |
Emote pulse
- mar3lgM310,509
- StreamerU20266,761
- PartyHat4,318
- LUL2,177
- GoalHype1,503
- TwitchConHYPE865
- BratChat780
- mar3lgMarCAUGHT592
Evidence tape
- 00:00edits_156OPENER
yo
- 00:00blomforcePING
@Marlon INGEST OFF
- 00:00blomforcePING
@Marlon OBS DOWN
- 00:00blomforcePING
@Marlon OBS DOWN @Marlon OBS DOWN
- 00:00blomforcePING
@Marlon OBS DOWN @Marlon OBS DOWN @Marlon OBS DOWN
- 01:00blomforcePING
@Marlon OBS DOWN @Marlon OBS DOWN @Marlon
Marlon stream analytics summary
Marlon's Streamer University stream "📚STREAMER UNIVERSITY DAY 3!! 📚 24/7 ALL DAY!! 📚 USE YOUNGLA CODE MARLON FOR 15% OFF 📚" on Jul 17, 2026 generated 371,419 messages from 46,336 unique chatters (129.2 msgs/min average, peaking at 646/min). Sentiment ran 32,141 positive vs 5,514 negative, and the top keyword was "marlon" (×16198). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.