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ElMariana - Just Chatting stream analytics - Aug 04, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Aug 04, 2026 · VOD 2836643241

Chat mood & viewers

66,810 MSGS
Positive
4,490
6.7% of msgs
Negative
523
0.8% of msgs
Neutral
61,797
92.5% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

4,490 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

214 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

214 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 03:00INFLUX×7.2clip suggested Watch VOD

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

    • dulces361: elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarian
    • divnii_ta: ResidentSleeper ResidentSleeper ResidentSleeper ResidentSleeper
  2. 04:00INFLUX×5.3clip suggested Watch VOD

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

    • guzman____10: SeemsGood SeemsGood SeemsGood SeemsGood SeemsGood SeemsGood SeemsGood SeemsGood
    • dubishci: Hola patronnnnnn
  3. 05:00INFLUX×4.8clip suggested Watch VOD

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

    • matitomati67: elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarian
    • gennergea: patron me terminaron por que se enamoro de su primo
  4. 05:00EMOTES×4.2clip suggested Watch VOD

    328 emote msgs — ×4.2 the average

    • matitomati67: elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarian
    • gennergea: patron me terminaron por que se enamoro de su primo
  5. 06:00INFLUX×4.1clip suggested Watch VOD

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

    • ediehzz: HOLAAAA PATROON
    • boo_boowaos: elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarian

Keyword tracker

TOP 14
  • never4,426
  • jajajaja1,967
  • patrón1,245
  • jajaja1,183
  • hola1,126
  • jajajajaja946
  • jajajajajaja737
  • jajajajajajaja696
  • patron571
  • bien391
  • mariana376
  • valdo335
  • subscribed311
  • jajajajajajajaja311

Bot radar

15 FLAGGED
SuspectMsgsScoreConfSignals
nightbot9761.00knownknown bot account
streamelements1231.00knownknown bot account
carlitos359101.00highrepeated one message ×5 (50% of output) · 3 messages fired <2s apart · 10 msgs/min sustained
woolier96340.55medium29 messages fired <2s apart · 16.7 msgs/min sustained
psychoxxxfdz230.55medium5 messages fired <2s apart · 6.2 msgs/min sustained
ananonymousgifter230.55medium22 messages fired <2s apart · 23 msgs/min sustained
renemissael09220.55medium3 messages fired <2s apart · 7.3 msgs/min sustained
rodrigoedwin200.55medium3 messages fired <2s apart · 15.6 msgs/min sustained
fer31313121150.55medium4 messages fired <2s apart · 9.9 msgs/min sustained
wertaniss130.55medium3 messages fired <2s apart · 6.8 msgs/min sustained
juanca210915130.55medium3 messages fired <2s apart · 11.3 msgs/min sustained
ale_loon990.45mediumrepeated one message ×52 (53% of output)
yoselin_zaza16890.45mediumrepeated one message ×72 (81% of output)
valdolover111870.45mediumrepeated one message ×57 (66% of output)
kato84640670.45mediumrepeated one message ×44 (66% of output)

Emote pulse

TOP 8
  • elmarianaZA30,183
  • elmarianaKekw13,330
  • elmarianaLove10,686
  • DinoDance6,654
  • LUL4,672
  • elmarianaDance3,628
  • elmarianaHype1,518
  • <31,346

Evidence tape

6 MSGS
  • 00:00oxigen0_56OPENER

    Perú

  • 00:00mxrttinx__PING

    @elmariana si prende o no caldito?

  • 02:00NightbotPING

    ◤⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀▼⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀◥ ⠀⠀ https://instagram.com/elmarianaa 🠜 Insta⠀ https://twitter.com/elmarianaa 🠜 Twit

  • 06:00BECKA_ZAZAPING

    @ElMariana tu no juegas

  • 06:00JosuMultiPING

    @elmariana you humberto femenino?: Never 🤮

  • 07:00CesaaritoZaZaPING

    @ElMariana JAJAJA

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
0
mood swings
Bots
15
suspects flagged
MSGS 66,810CHATTERS 8882POS 4,490NEG 523TOP KEYWORD “NEVER” ×4426GINI 0.716BOTS 15PEAK ×7.2 @ 3m

ElMariana stream analytics summary

ElMariana's Just Chatting stream "LUNES CON EL MCTRIO 🥤🍔🍟 (FUNENLOS POR TRATARME MAL PORFA)" on Aug 04, 2026 generated 66,810 messages from 8,882 unique chatters (312.2 msgs/min average, peaking at 727/min). Sentiment ran 4,490 positive vs 523 negative, and the top keyword was "never" (×4426). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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