HappyHappyGal - Fortnite stream analytics - Jul 17, 2026
FULL STREAM INTELLIGENCE · Fortnite
Jul 17, 2026 · VOD 2822461753
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 214:000.05→0.35Δ+0.30
- 209:000.23→-0.04Δ-0.27
- 251:000.28→0.03Δ-0.25
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
313 emote msgs — ×19 the average
- lameboregini: pump it louderrrr
- chell_mata17: happyh57DobbyDancee happyh57DobbyDancee happyh57DobbyDancee happyh57DobbyDancee
297 emote msgs — ×18.1 the average
- katline22: DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance
- dulcecristal__: happyh57PainGwen happyh57PainGwen happyh57PainGwen happyh57PainGwen happyh57Pain
221 emote msgs — ×13.4 the average
- tfbforever: happyh57BirdIsTheWord happyh57BirdIsTheWord happyh57BirdIsTheWord happyh57BirdIs
- benjifn9: TwitchConHYPE TwitchConHYPE
122 first-time chatters in one minute (raid-like influx)
- MissNova999: pretty pretty please?
- jviper_on_twitch: is it good Sandy?
217 first-time chatters in one minute (raid-like influx)
- mallorymakay: sandyv2Dancing sandyv2Dancing sandyv2Dancing
- SprintVsMetro: let goooo
Keyword tracker
- have1,491
- happy1,371
- sprite861
- vini797
- that668
- with640
- streak507
- love458
- watch443
- subscribed432
- streams417
- watched406
- just404
- consecutive399
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 303 | 1.00 | known | known bot account |
| nightbot | 1 | 1.00 | known | known bot account |
| pumatwo | 74 | 0.55 | medium | 20 messages fired <2s apart · 14.8 msgs/min sustained |
| tinytevin | 38 | 0.55 | medium | 4 messages fired <2s apart · 6.9 msgs/min sustained |
| brochill51 | 17 | 0.55 | medium | 3 messages fired <2s apart · 6.4 msgs/min sustained |
| chillllgeyyyy | 12 | 0.45 | medium | repeated one message ×7 (58% of output) |
| striker2047 | 12 | 0.45 | medium | repeated one message ×6 (50% of output) |
| lillybrown32 | 10 | 0.45 | medium | repeated one message ×6 (60% of output) |
| kratos5060701 | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| louburrmama | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| newfiecupofteaby | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| chrishegoat | 8 | 0.45 | medium | repeated one message ×6 (75% of output) |
| radevr546 | 8 | 0.45 | medium | repeated one message ×5 (63% of output) |
| quincy_5 | 8 | 0.45 | medium | repeated one message ×6 (75% of output) |
| superman4441963 | 7 | 0.45 | medium | repeated one message ×6 (86% of output) |
Emote pulse
- happyh57CURVEY875
- happyh57Deaddance783
- DinoDance664
- happyh57BirdIsTheWord656
- happyh57WalkingSideToSide624
- happyh57Happyyy515
- happyh57DUCK491
- happyh57MinionRizz462
Evidence tape
- 00:00marisoulplaysOPENER
HUH HUH AHHHH
- 01:00yuki_qt_PING
@happyhappygal I have the vini sprite
- 02:00xdragonnerdxWALL
happyh57RodentKiss happyh57RodentKiss happyh57RodentKiss happyh57RodentKiss happyh57RodentKiss happyh57RodentKiss happyh
- 03:00mayhem_kiWALL
happyh57DobbyDance happyh57DobbyDance happyh57DobbyDance happyh57DobbyDance happyh57DobbyDance happyh57DobbyDance happyh
- 03:00girlgamer_0102WALL
happyh57Crunkin happyh57Crunkin happyh57Crunkin happyh57Crunkin happyh57Crunkin happyh57Crunkin happyh57Crunkin happyh57
- 05:00kobbi625PING
@HappyHappyGal I HAVE VINI SPRITE
HappyHappyGal stream analytics summary
HappyHappyGal's Fortnite stream "NEED TO FIND VINI SPRITE! Strangers!" on Jul 17, 2026 generated 22,824 messages from 4,710 unique chatters (80.9 msgs/min average, peaking at 653/min). Sentiment ran 1,616 positive vs 76 negative, and the top keyword was "have" (×1491). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.