Madi2hottyy - Streamer University stream analytics - Jul 18, 2026
FULL STREAM INTELLIGENCE · Streamer University
Jul 18, 2026 · VOD 2823018088
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 524:000.31→0.04Δ-0.27
- 523:000.06→0.31Δ+0.25
- 895:000.00→0.25Δ+0.25
- 896:000.25→0.00Δ-0.25
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
120 first-time chatters in one minute (raid-like influx)
- igetbread23: who dat onna bed
- russiankayse: ALUMNI TODAY
42 emote msgs — ×12 the average
- ek_priv: DIRT NECK
- c4_loverboy: madi go brush yo teeth and wash yo face
57 emote msgs — ×16.2 the average
- isaiahhefunny1x: reem4pGEEK5 reem4pSkippidyHop reem4pWstream reem4pSturdy2 reem4pClap reem4pSturd
- jamba_ju1ce: basketball todayyyyyy
66 emote msgs — ×18.8 the average
- abdoullakonte: madi2hGlitch madi2hGlitch madi2hGlitch madi2hGlitch madi2hGlitch madi2hGlitch ma
- fastmoneyceo: go with alumni
32 emote msgs — ×9.1 the average
- sky_loveee: LMOAOAOAOA
- famecevents: I’ve seen way worse lol
Keyword tracker
- madi5,382
- points3,987
- gamble3,056
- rakai2,407
- this1,781
- they1,761
- that1,703
- what1,656
- izzy1,643
- nigga1,452
- with1,363
- yall1,298
- madi2hottyy1,182
- chat1,182
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 3,066 | 1.00 | known | known bot account |
| fossabot | 649 | 1.00 | known | known bot account |
| nightbot | 310 | 1.00 | known | known bot account |
| jamarink | 10 | 1.00 | high | repeated one message ×5 (50% of output) · 3 messages fired <2s apart · 10 msgs/min sustained |
| donreaper25 | 47 | 0.75 | high | repeated one message ×31 (66% of output) · 29 messages fired <2s apart |
| messiah2hotty | 13 | 0.70 | high | repeated one message ×7 (54% of output) · 9.8 msgs/min sustained |
| lababyjoee | 12 | 0.70 | high | repeated one message ×6 (50% of output) · 12 msgs/min sustained |
| d0lo5k | 345 | 0.55 | medium | 234 messages fired <2s apart · 28.1 msgs/min sustained |
| yasirrir | 108 | 0.55 | medium | 31 messages fired <2s apart · 18.6 msgs/min sustained |
| hotunforgiving | 55 | 0.55 | medium | 7 messages fired <2s apart · 11.2 msgs/min sustained |
| nyxx_monroe22 | 46 | 0.55 | medium | 6 messages fired <2s apart · 9.7 msgs/min sustained |
| martin223_madt | 35 | 0.55 | medium | 8 messages fired <2s apart · 23.3 msgs/min sustained |
| gbgstaygaming | 31 | 0.55 | medium | 13 messages fired <2s apart · 31 msgs/min sustained |
| mhayfn | 29 | 0.55 | medium | 4 messages fired <2s apart · 7.6 msgs/min sustained |
| fgwap1234 | 24 | 0.55 | medium | 12 messages fired <2s apart · 24 msgs/min sustained |
Emote pulse
- madi2hGlitchhh2,494
- StreamerU20262,018
- PogChamp1,286
- LUL918
- ynlgeoL800
- x2xrak25773
- madi2hLoyals627
- madi2h2h476
Evidence tape
- 00:00stacksandrackzOPENER
refresh
- 05:00stacksandrackzPING
@Madi2hottyy rzzz sleep?
- 05:00stacksandrackzPING
@Madi2hottyy I think razz sleep
- 06:00stacksandrackzPING
@Madi2hottyy 3 days now show???
- 06:00stacksandrackzPING
@Madi2hottyy 3 days no show bro???
- 09:00beenchasinitPING
kai send he might extend days @madi2hottyy
Madi2hottyy stream analytics summary
Madi2hottyy's Streamer University stream "🎒💫S.U Day 4 🎒💫 Im Not On What Ya ONNNN 🎒💫 !com !discord !sub" on Jul 18, 2026 generated 104,678 messages from 14,008 unique chatters (107.9 msgs/min average, peaking at 651/min). Sentiment ran 4,045 positive vs 2,512 negative, and the top keyword was "madi" (×5382). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.