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Madi2hottyy - Streamer University stream analytics - Jul 20, 2026

FULL STREAM INTELLIGENCE Β· Streamer University

Jul 20, 2026 Β· VOD 2824408557

Chat mood & viewers

34,464 MSGS
Positive
3,326
9.7% of msgs
Negative
434
1.3% of msgs
Neutral
30,704
89.1% of msgs
Net mood Β· (pos βˆ’ neg) / total

keyword lexicon heuristic Β· not a language model

Positivity ratio

3,326 POS
POSITIVITY Β· POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Ξ”

no >0.25 swings detected

Mood regime Β· per minute

91 MIN
POSNEUTRALNEGline = net score βˆ’1..1

Chat rate Γ— peaks

91 MIN6 PEAKS

Auto-detected moments Β· clip suggestions

12 DETECTED11 CLIP-WORTHY
  1. 01:00EMOTESΓ—2.8clip suggested Watch VOD

    72 emote msgs β€” Γ—2.8 the average

    • treadzonrollor: we’re glitch nigga
    • aniyla_25: FINALLYYYY
  2. 01:00SPIKEΓ—1.7 Watch VOD

    644 msgs β€” Γ—1.7 the stream average

    • treadzonrollor: we’re glitch nigga
    • aniyla_25: FINALLYYYY
  3. 02:00EMOTESΓ—3.8clip suggested Watch VOD

    98 emote msgs β€” Γ—3.8 the average

    • imjust_chill: GLITCHY BOY MADIIIIIIIIII
    • gzzwopp: LIGHTTTT ERETHINGGGG UPPPP EERBODYYYY GET HITTT
  4. 03:00EMOTESΓ—3.5clip suggested Watch VOD

    92 emote msgs β€” Γ—3.5 the average

    • annababes007: 🀣🀣🀣🀣🀣
    • HanselFlux: WWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWW
  5. 04:00EMOTESΓ—5.4clip suggested Watch VOD

    142 emote msgs β€” Γ—5.4 the average

    • bailoutblickin00: go do something fake demons
    • wokkyyyyy: pussy ass shit

Keyword tracker

TOP 14
  • streams639
  • consecutive635
  • madi532
  • clip476
  • free445
  • bilzo413
  • madi2hottyy389
  • here385
  • been369
  • izzy367
  • https362
  • twitch362
  • lmaoo361
  • watch334

Bot radar

15 FLAGGED
SuspectMsgsScoreConfSignals
fossabot4501.00knownknown bot account
streamelements1331.00knownknown bot account
nightbot521.00knownknown bot account
biasani1950.75highrepeated one message Γ—119 (61% of output) Β· 153 messages fired <2s apart
saucedupmuri710.75highrepeated one message Γ—36 (51% of output) Β· 42 messages fired <2s apart
2xvarjbo80.75highrepeated one message Γ—8 (100% of output) Β· 5 messages fired <2s apart
feelssunnyman80.75highrepeated one message Γ—6 (75% of output) Β· 3 messages fired <2s apart
taigh21950.75highrepeated one message Γ—4 (80% of output) Β· 3 messages fired <2s apart
excusemeee__6440.55medium227 messages fired <2s apart Β· 7.2 msgs/min sustained
dalihndrxx6440.55medium283 messages fired <2s apart Β· 7.7 msgs/min sustained
dagoatdev135130.55medium9 messages fired <2s apart Β· 9.3 msgs/min sustained
checcss500.55medium3 messages fired <2s apart Β· 7.8 msgs/min sustained
eh_im_making_noise290.55medium5 messages fired <2s apart Β· 7.7 msgs/min sustained
barcola_7777240.55medium7 messages fired <2s apart Β· 8.3 msgs/min sustained
cloverforlife1of1200.55medium10 messages fired <2s apart Β· 20 msgs/min sustained

Emote pulse

TOP 8
  • madi2hGlitchhh3,604
  • StreamerU2026944
  • madi2hLoyals832
  • PogChamp770
  • madi2hQueens705
  • madi2h2h559
  • LUL452
  • silkyFunny451

Evidence tape

6 MSGS
  • 00:00Agent_classicOPENER

    wwwww

  • 01:00treadzonrollorPEAK

    we’re glitch nigga

  • 01:00kk65455666PEAK

    that staying longer

  • 01:00jaleb2525xPEAK

    wwwwwwwwwwwwwwwwwwwwwww

  • 01:00urmamaishugePEAK

    MADDIDIIIIIII

  • 01:00semuuuuuuuuPEAK

    WWWWWWWWWWWWWWWWWWWWWWWWWW

Moments
12
auto-detected
Clip-worthy
11
intensity β‰₯1.8
Flips
0
mood swings
Bots
15
suspects flagged
MSGS 34,464CHATTERS 5272POS 3,326NEG 434TOP KEYWORD β€œSTREAMS” Γ—639GINI 0.694BOTS 15PEAK Γ—7.5 @ 5m

Madi2hottyy stream analytics summary

Madi2hottyy's Streamer University stream "πŸ˜ˆπŸ’«RISING STAR of S U πŸ˜ˆπŸ’« LAST NIGHT OF STREAMER UNIVERSITY πŸ˜ˆπŸ’« !com !discord !sub" on Jul 20, 2026 generated 34,464 messages from 5,272 unique chatters (378.7 msgs/min average, peaking at 644/min). Sentiment ran 3,326 positive vs 434 negative, and the top keyword was "streams" (Γ—639). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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