HappyHappyGal - Fortnite stream analytics - Jul 24, 2026
FULL STREAM INTELLIGENCE · Fortnite
Jul 24, 2026 · VOD 2828163003
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 241:000.33→-0.03Δ-0.36
- 148:000.00→0.27Δ+0.27
- 205:000.00→0.26Δ+0.26
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
152 emote msgs — ×10.1 the average
- bigdawgg95408: GANG GANG
- ExtraEms: happyh57Deaddance happyh57Deaddance happyh57Deaddance happyh57Deaddance
142 emote msgs — ×9.5 the average
- Kareeen_Hernandez: SnoWorries DinoDance SnoWorries DinoDance SnoWorries
- sweetalliepop: matersoupRave matersoupRave
178 emote msgs — ×11.9 the average
- thalieb: TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE
- aiden_smit432: happyh57CURVEY happyh57CURVEY happyh57CURVEY happyh57CURVEY happyh57CURVEY happy
139 first-time chatters in one minute (raid-like influx)
- autumntheanklebiter: don't end clouda25Suffer
- faitherslover: happyh57Deaddance
166 first-time chatters in one minute (raid-like influx)
- duckychumchum: yetttttttyt
- vivid_evening3: <3 <3 <3 <3 <3 <3
Keyword tracker
- happy1,457
- have930
- that691
- cube620
- streak611
- watch582
- watched528
- streams521
- with518
- consecutive509
- sparked509
- your480
- subscribed425
- just400
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 390 | 1.00 | known | known bot account |
| nightbot | 2 | 1.00 | known | known bot account |
| avocadohead007 | 48 | 0.55 | medium | 18 messages fired <2s apart · 6.6 msgs/min sustained |
| slackergirlonfortnite | 15 | 0.55 | medium | 13 messages fired <2s apart · 15 msgs/min sustained |
| teacher330 | 13 | 0.55 | medium | 3 messages fired <2s apart · 13 msgs/min sustained |
| bambambambamba9 | 20 | 0.45 | medium | repeated one message ×13 (65% of output) |
| megabeastfeast | 12 | 0.45 | medium | repeated one message ×6 (50% of output) |
| splits_19 | 12 | 0.45 | medium | repeated one message ×7 (58% of output) |
| kbegivs | 12 | 0.45 | medium | repeated one message ×8 (67% of output) |
| zadamae | 11 | 0.45 | medium | repeated one message ×6 (55% of output) |
| goldenlama007 | 10 | 0.45 | medium | repeated one message ×8 (80% of output) |
| mixmastamama | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| dfdess | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| giolion17 | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| bob3094 | 8 | 0.45 | medium | repeated one message ×5 (63% of output) |
Emote pulse
- happyh57Happyyy947
- happyh57CURVEY658
- happyh57Deaddance551
- DinoDance551
- happyh57BirdIsTheWord487
- happyh57DUCK432
- happyh57MUAH357
- LUL352
Evidence tape
- 00:00kateelise96OPENER
happyh57Ohemgee happyh57Ohemgee happyh57Ohemgee happyh57Ohemgee happyh57Ohemgee
- 07:00byrdietyrd98PING
@happyhappygal_fan1234 omg bob is literally mooning us LUL LUL LUL
- 07:00stitchloverboo18PING
@happyhappygal bobs butt is out
- 16:00emmarose33PING
Hey @happyhappygal it's my birthday on Sunday going away tomorrow for the weekend <3
- 22:00wbogart14PING
@happyhappygal I will give you th
- 25:00wbogart14PING
@happyhappygal I will give you a free special lvl 1 HOLOFOIL SEVEN 7️⃣ SPRITE FOR NOTHING LITTERY FREE MY USER IS WBOGAR
HappyHappyGal stream analytics summary
HappyHappyGal's Fortnite stream "Vending Machine Only Challenge!" on Jul 24, 2026 generated 23,275 messages from 4,636 unique chatters (78.4 msgs/min average, peaking at 626/min). Sentiment ran 1,679 positive vs 84 negative, and the top keyword was "happy" (×1457). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.