angryginge13 avatar

angryginge13 - Just Chatting stream analytics - Jul 28, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 28, 2026 · VOD 2831138946

Chat mood & viewers

18,801 MSGS
Positive
1,319
7.0% of msgs
Negative
89
0.5% of msgs
Neutral
17,393
92.5% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,319 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

139 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

139 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 01:00EMOTES×7clip suggested Watch VOD

    60 emote msgs — ×7 the average

    • stephcool2: Heyyyyyyyyyy
    • Nightbot: Youtube: https://www.youtube.com/channel/UCQIdhgHHjGbkrThGV64bVzw | Instagram: h
  2. 02:00EMOTES×7.3clip suggested Watch VOD

    63 emote msgs — ×7.3 the average

    • twilight6788: wwwwwwwwwwwwwww
    • alyssaleighx: tommyy25Dub tommyy25Dub tommyy25Dub
  3. 03:00EMOTES×6.7clip suggested Watch VOD

    58 emote msgs — ×6.7 the average

    • sadiegirlxoxo: g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoo
    • Sunset_vibes22: g1ngeBov g1ngeBov g1ngeBov g1ngeBov g1ngeBov g1ngeBov g1ngeBov g1ngeBov g1ngeBov
  4. 04:00EMOTES×5.9clip suggested Watch VOD

    51 emote msgs — ×5.9 the average

    • tyler_smalley06: tyler_smalley06 subscribed with Prime. They've subscribed for 35 months, current
    • aimz84x: <3 <3 <3 <3 <3 <3 <3 <3 <3
  5. 04:00INFLUX×5.2clip suggested Watch VOD

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

    • tyler_smalley06: tyler_smalley06 subscribed with Prime. They've subscribed for 35 months, current
    • aimz84x: <3 <3 <3 <3 <3 <3 <3 <3 <3

Keyword tracker

TOP 14
  • wwwww753
  • wwww675
  • wwwwww617
  • ginge492
  • wwwwwww409
  • gifted391
  • tier369
  • wwwwwwww317
  • that300
  • what291
  • your253
  • streak245
  • with241
  • wwwwwwwww241

Bot radar

15 FLAGGED
SuspectMsgsScoreConfSignals
nightbot2161.00knownknown bot account
streamelements91.00knownknown bot account
itfcharvey50.75highrepeated one message ×5 (100% of output) · 4 messages fired <2s apart
kenzoclips07680.55medium28 messages fired <2s apart · 9.5 msgs/min sustained
scarlett1377410.55medium9 messages fired <2s apart · 9.4 msgs/min sustained
jacktwitch198700300.55medium4 messages fired <2s apart · 9.2 msgs/min sustained
will76567290.55medium15 messages fired <2s apart · 15.4 msgs/min sustained
freddiefowkes270.55medium3 messages fired <2s apart · 13.1 msgs/min sustained
daddytalbs230.55medium21 messages fired <2s apart · 23 msgs/min sustained
niamhscott03170.55medium15 messages fired <2s apart · 10.1 msgs/min sustained
smcginty123_twitch150.55medium9 messages fired <2s apart · 15 msgs/min sustained
angryginge13120.55medium10 messages fired <2s apart · 7.1 msgs/min sustained
george_14p120.55medium4 messages fired <2s apart · 9 msgs/min sustained
haydenwest7676430.45mediumrepeated one message ×28 (65% of output)
jaytv469350.45mediumrepeated one message ×19 (54% of output)

Emote pulse

TOP 8
  • g1ngeBoogie1,055
  • g1ngeLNG820
  • taysmcW584
  • LUL534
  • g1ngeDTG372
  • heinzyDancinPooh328
  • jakeyd7Wjakey231
  • nykchaWwwwww222

Evidence tape

6 MSGS
  • 00:00StreamElementsOPENER

    angryginge13 is now live! Streaming Just Chatting: 🔥QUICKEH! B4 WINTON!🔥GOOD THING COMING!🔥FEELING HOT!🔥GAMING!🔥DTG

  • 01:00NightbotPING

    Youtube: https://www.youtube.com/channel/UCQIdhgHHjGbkrThGV64bVzw | Instagram: https://www.instagram.com/angryginge13 |

  • 01:00shellyxx03WALL

    g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie

  • 03:00aimz84xWALL

    TransgenderPride TransgenderPride TransgenderPride TransgenderPride TransgenderPride TransgenderPride TransgenderPride T

  • 03:00sadiegirlxoxoWALL

    g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie

  • 04:00aimz84xWALL

    TransgenderPride TransgenderPride TransgenderPride TransgenderPride TransgenderPride TransgenderPride TransgenderPride T

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
0
mood swings
Bots
15
suspects flagged
MSGS 18,801CHATTERS 2623POS 1,319NEG 89TOP KEYWORD “WWWWW” ×753GINI 0.662BOTS 15PEAK ×11.9 @ 6m

angryginge13 stream analytics summary

angryginge13's Just Chatting stream "🔥QUICKEH! B4 WINTON!🔥GOOD THING COMING!🔥FEELING HOT!🔥GAMING!🔥DTG!!🔥SOCCER AID MOTM! (X2)!🔥KOTJ🔥" on Jul 28, 2026 generated 18,801 messages from 2,623 unique chatters (135.3 msgs/min average, peaking at 547/min). Sentiment ran 1,319 positive vs 89 negative, and the top keyword was "wwwww" (×753). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

Ask me something about the stream