Silky - Streamer University stream analytics - Jul 18, 2026
FULL STREAM INTELLIGENCE · Streamer University
Jul 18, 2026 · VOD 2823099064
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 769:000.05→0.35Δ+0.30
- 93:000.29→0.00Δ-0.29
- 770:000.35→0.06Δ-0.29
- 187:000.29→0.03Δ-0.26
- 423:000.27→0.02Δ-0.25
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
228 first-time chatters in one minute (raid-like influx)
- 484gjg: you gon get clowned if you lose to alum
- ryantrill22: Who breathing so heavy bruh
295 first-time chatters in one minute (raid-like influx)
- k3y_c1aps_you: ur him woo
- aarongeezy: UR HIMMMMMMMMMMMM WOOOOOOOOOOO
162 first-time chatters in one minute (raid-like influx)
- nedlobapppp: silky let’s do it
- siroinkssalot1: NAH WOO YOUR HIM
127 first-time chatters in one minute (raid-like influx)
- 210jadenn: i been here
- kezky68: YEAH WOOO
184 first-time chatters in one minute (raid-like influx)
- avaaaaaak: hahahhahahaha
- igobylondonsymone: 😂😂😂😂😂😂
Keyword tracker
- points8,027
- silky5,247
- nigga3,741
- that3,399
- this3,333
- lazer2,821
- join2,767
- gamble2,670
- roulette2,320
- they2,251
- silk2,027
- what1,957
- lmao1,957
- 1000001,849
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 4,994 | 1.00 | known | known bot account |
| fossabot | 639 | 1.00 | known | known bot account |
| reemknocks | 40 | 1.00 | high | repeated one message ×20 (50% of output) · 36 messages fired <2s apart · 12.2 msgs/min sustained |
| plaqueboymax | 20 | 1.00 | high | repeated one message ×17 (85% of output) · 15 messages fired <2s apart · 6.8 msgs/min sustained |
| madi2hottyy | 84 | 0.75 | high | repeated one message ×80 (95% of output) · 78 messages fired <2s apart |
| o_austin | 19 | 0.75 | high | repeated one message ×18 (95% of output) · 17 messages fired <2s apart |
| derek3222 | 18 | 0.75 | high | repeated one message ×10 (56% of output) · 5 messages fired <2s apart |
| deepsych | 471 | 0.55 | medium | 20 messages fired <2s apart · 10.6 msgs/min sustained |
| kirkyyy66 | 259 | 0.55 | medium | 5 messages fired <2s apart · 7.6 msgs/min sustained |
| mrpvu | 236 | 0.55 | medium | 26 messages fired <2s apart · 9.9 msgs/min sustained |
| naechanelle | 187 | 0.55 | medium | 12 messages fired <2s apart · 6.7 msgs/min sustained |
| bestbrii04 | 127 | 0.55 | medium | 8 messages fired <2s apart · 9.3 msgs/min sustained |
| jayvura | 110 | 0.55 | medium | 4 messages fired <2s apart · 7.3 msgs/min sustained |
| therealhop | 104 | 0.55 | medium | 4 messages fired <2s apart · 10.3 msgs/min sustained |
| callmecashhhh | 67 | 0.55 | medium | 5 messages fired <2s apart · 9.8 msgs/min sustained |
Emote pulse
- silkyFunny22,708
- plaqueboyLogo26,150
- plaqueboyLogo3,172
- silkyDemonTme1,908
- LUL1,652
- silkyDance1,473
- silkyDance21,444
- silkyRat1,183
Evidence tape
- 00:00MakofiousOPENER
@drfgthjn he Christian
- 03:00jpllkvWALL
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 Streamer
- 12:00lakersfankingjamesPING
kelo party @silky
- 12:00lakersfankingjamesPING
it’s early for you @silky
- 12:00lakersfankingjamesPING
@silky you only went to 2 classes
- 13:00lakersfankingjamesPING
it’s early for you @silky
Silky stream analytics summary
Silky's Streamer University stream "STREAMER UNIVERSITY DAY 4" on Jul 18, 2026 generated 180,719 messages from 13,228 unique chatters (114.3 msgs/min average, peaking at 650/min). Sentiment ran 14,816 positive vs 801 negative, and the top keyword was "points" (×8027). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.