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ilikehaskell - Streamer University stream analytics - Jul 21, 2026

FULL STREAM INTELLIGENCE · Streamer University

Jul 21, 2026 · VOD 2825529040

Chat mood & viewers

50,792 MSGS
Positive
5,384
10.6% of msgs
Negative
1,895
3.7% of msgs
Neutral
43,513
85.7% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

5,384 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 92:000.38-0.01Δ-0.39
  • 197:000.29-0.10Δ-0.39
  • 20:000.22-0.13Δ-0.35
  • 71:00-0.190.15Δ+0.34
  • 91:000.060.38Δ+0.32
  • 70:000.12-0.19Δ-0.31

Mood regime · per minute

304 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

304 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 03:00INFLUX×12.4clip suggested Watch VOD

    409 first-time chatters in one minute (raid-like influx)

    • ai2ha_x: HASKELLLL
    • st_rrrr: NEEGSKELL
  2. 03:00EMOTES×7.1clip suggested Watch VOD

    82 emote msgs — ×7.1 the average

    • ai2ha_x: HASKELLLL
    • st_rrrr: NEEGSKELL
  3. 04:00EMOTES×11.6clip suggested Watch VOD

    135 emote msgs — ×11.6 the average

    • waleed20198: HASKELL LET ME HIT
    • thomasontop18384: haskel3Haskellneck haskel3Haskellneck haskel3Haskellneck haskel3Haskellneck hask
  4. 04:00INFLUX×8.6clip suggested Watch VOD

    285 first-time chatters in one minute (raid-like influx)

    • waleed20198: HASKELL LET ME HIT
    • thomasontop18384: haskel3Haskellneck haskel3Haskellneck haskel3Haskellneck haskel3Haskellneck hask
  5. 05:00EMOTES×5.9clip suggested Watch VOD

    68 emote msgs — ×5.9 the average

    • sttropezin: neegy where are u
    • 01rapidg: is dimple slow?

Keyword tracker

TOP 14
  • neegy2,663
  • haskell2,323
  • dimple1,059
  • that861
  • your594
  • what592
  • this553
  • with534
  • like528
  • burpgod512
  • love480
  • good440
  • dimp417
  • ilikehaskell407

Bot radar

15 FLAGGED
SuspectMsgsScoreConfSignals
fossabot4451.00knownknown bot account
zipdoeo300.55medium6 messages fired <2s apart · 8.8 msgs/min sustained
degenvohr250.55medium22 messages fired <2s apart · 15 msgs/min sustained
albraa2321250.55medium5 messages fired <2s apart · 9.1 msgs/min sustained
yuh__astro200.55medium7 messages fired <2s apart · 13.6 msgs/min sustained
highlander024190.55medium3 messages fired <2s apart · 6.8 msgs/min sustained
jms3555190.55medium15 messages fired <2s apart · 19 msgs/min sustained
ak2noof180.55medium13 messages fired <2s apart · 18 msgs/min sustained
uwuchandatebayo160.55medium6 messages fired <2s apart · 7.4 msgs/min sustained
youngwaveole140.55medium13 messages fired <2s apart · 14 msgs/min sustained
bagupthesefries130.55medium6 messages fired <2s apart · 11.1 msgs/min sustained
koseligwe120.55medium7 messages fired <2s apart · 12 msgs/min sustained
justin156g110.55medium4 messages fired <2s apart · 11 msgs/min sustained
vdsdvjkcdvdvdfdd100.55medium4 messages fired <2s apart · 7.7 msgs/min sustained
jvnior_00100.55medium4 messages fired <2s apart · 10 msgs/min sustained

Emote pulse

TOP 8
  • haskel3Cutehaskell1,824
  • haskel3Haskellneck1,820
  • haskel3Haskellcute2902
  • haskel3Crosseyedhaskell784
  • haskel3Haskellsmirk776
  • StreamerU2026522
  • haskel3Tonguehaskell404
  • LUL229

Evidence tape

6 MSGS
  • 00:00240FramePerfectOPENER

    yooo

  • 06:00rapidxkillaPING

    buy a tvu backpack pls @ilikehaskell

  • 07:00rapidxkillaPING

    buy a tvu backpack pls with ur gamble money @ilikehaskell

  • 11:00sourkiwi01PING

    @ilikehaskell play some bleood rn

  • 12:00alex13asPING

    My new favorite @ilikehaskell

  • 12:00rexxthehomiePING

    Are you in CALI @ilikehaskell

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
15
suspects flagged
MSGS 50,792CHATTERS 10021POS 5,384NEG 1,895TOP KEYWORD “NEEGY” ×2663GINI 0.645BOTS 15PEAK ×12.4 @ 3m

ilikehaskell stream analytics summary

ilikehaskell's Streamer University stream "SPENDING THE DAY WITH DIMPLE! 🐶 !socials" on Jul 21, 2026 generated 50,792 messages from 10,021 unique chatters (167.1 msgs/min average, peaking at 620/min). Sentiment ran 5,384 positive vs 1,895 negative, and the top keyword was "neegy" (×2663). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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