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ElMariana — Just Chatting stream analytics — Jul 16, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 16, 2026 · VOD 2821000532

Chat mood & viewers

64,954 MSGS
Positive
4,007
6.2% of msgs
Negative
416
0.6% of msgs
Neutral
60,531
93.2% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

4,007 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

276 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

276 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 03:00INFLUX×9.5clip suggested Watch VOD

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

    • bria_86: holiiiiiiiiiiii
    • abigail_22120: Holaaaaaa
  2. 04:00INFLUX×6.2clip suggested Watch VOD

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

    • casilllasxd: DinoDance DinoDance
    • BenderBucks: elmarianaZA elmarianaZA
  3. 05:00INFLUX×5.3clip suggested Watch VOD

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

    • ale115577: Y como sabe?
    • josue081215: elmarianaEterno elmarianaEterno elmarianaEterno elmarianaEterno elmarianaEterno
  4. 06:00INFLUX×4.9clip suggested Watch VOD

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

    • ErickR990220: patrón por qué el mctrio no le hablo hoy?
    • kasumi_sct: Estaba en un vaso
  5. 11:00INFLUX×4.7clip suggested Watch VOD

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

    • AlanFigueroa: JAJAJAJAJAJAJA
    • empanadaconempanada: Plan A: estudiar y trabajar Plan B: ser cariñosa 🥰🥰🥰

Keyword tracker

TOP 14
  • patrón1,457
  • jajajaja1,289
  • hola1,107
  • jajaja872
  • beto866
  • patron855
  • jajajajaja755
  • valdo708
  • bien462
  • kenny441
  • vamos418
  • jajajajajaja409
  • cuando394
  • mucho370

Bot radar

15 FLAGGED
SuspectMsgsScoreConfSignals
nightbot1,0781.00knownknown bot account
streamelements791.00knownknown bot account
leitogutyy130.55medium6 messages fired <2s apart · 8 msgs/min sustained
jesus_mp473850.45mediumrepeated one message ×47 (55% of output)
kato84640780.45mediumrepeated one message ×61 (78% of output)
yoselin_zaza16740.45mediumrepeated one message ×43 (58% of output)
kansas_fc450.45mediumrepeated one message ×24 (53% of output)
juanalvarez527474170.45mediumrepeated one message ×13 (76% of output)
eli_jair160.45mediumrepeated one message ×9 (56% of output)
jazmingvm140.45mediumrepeated one message ×8 (57% of output)
sioocadiz0976120.45mediumrepeated one message ×7 (58% of output)
jholeth_gg120.45mediumrepeated one message ×6 (50% of output)
ivan_zaza_ak120.45mediumrepeated one message ×6 (50% of output)
hallie_17120.45mediumrepeated one message ×7 (58% of output)
iideekayy100.45mediumrepeated one message ×7 (70% of output)

Emote pulse

TOP 8
  • elmarianaLove17,515
  • elmarianaZA15,772
  • elmarianaKekw8,729
  • DinoDance4,770
  • elmarianaDance2,482
  • <32,033
  • LUL1,924
  • elmarianaHype1,830

Evidence tape

6 MSGS
  • 00:00BethTem29OPENER

    Holaaa elmarianaLove elmarianaLove

  • 00:00ronaldmglPING

    @ElMariana, apa un saludo a karol porfa elmarianaLove

  • 00:00NightbotPING

    @BethTem29 -> Current Stream Title: HOY JUGAMOS CON EL BETO + JUEGUITO DE BASEBALL 💀 || @elmariana

  • 04:00fandemokaWALL

    DoritosChip DoritosChip DoritosChip DoritosChip DoritosChip DoritosChip DoritosChip DoritosChip DoritosChip DoritosChip

  • 07:00NightbotPING

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

  • 07:00NightbotWALL

    1.- No hacer spam de textos en otro idioma, promoción, emojis, arte ascii o cualquier otro texto que dificulte la lectur

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
0
mood swings
Bots
15
suspects flagged
MSGS 64,954CHATTERS 6625POS 4,007NEG 416TOP KEYWORD “PATRÓN” ×1457GINI 0.759BOTS 15PEAK ×9.5 @ 3m

ElMariana stream analytics summary

ElMariana's Just Chatting stream "HOY JUGAMOS CON EL BETO + JUEGUITO DE BASEBALL 💀 || @elmariana" on Jul 16, 2026 generated 64,954 messages from 6,625 unique chatters (235.3 msgs/min average, peaking at 689/min). Sentiment ran 4,007 positive vs 416 negative, and the top keyword was "patrón" (×1457). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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