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ElMariana - Just Chatting stream analytics - Jul 23, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 23, 2026 · VOD 2826647479

Chat mood & viewers

80,668 MSGS
Positive
5,187
6.4% of msgs
Negative
561
0.7% of msgs
Neutral
74,920
92.9% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

5,187 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

224 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

224 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 03:00INFLUX×7.6clip suggested Watch VOD

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

    • daniluuuuh: HOLAAAAAA
    • goldenrm14_ZAZA: nos besamos?
  2. 03:00EMOTES×3.5clip suggested Watch VOD

    280 emote msgs — ×3.5 the average

    • daniluuuuh: HOLAAAAAA
    • goldenrm14_ZAZA: nos besamos?
  3. 04:00INFLUX×4.9clip suggested Watch VOD

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

    • its_giuliana_: elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarian
    • elena12648392: elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarianaZA
  4. 04:00EMOTES×4.2clip suggested Watch VOD

    329 emote msgs — ×4.2 the average

    • its_giuliana_: elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarian
    • elena12648392: elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarianaZA
  5. 05:00EMOTES×3.5clip suggested Watch VOD

    276 emote msgs — ×3.5 the average

    • yenzaak: aldogeoJAM aldogeoJAM aldogeoJAM
    • mauvega7: elmarianaDance elmarianaDance elmarianaDance elmarianaDance elmarianaDance elmar

Keyword tracker

TOP 14
  • jajajaja2,157
  • patrón2,156
  • jajaja1,486
  • patron1,208
  • hola1,178
  • jajajajaja939
  • feliz823
  • cumpleaños752
  • jajajajajaja723
  • mañana593
  • valdo562
  • bien556
  • jajajajajajaja541
  • mariana485

Bot radar

15 FLAGGED
SuspectMsgsScoreConfSignals
nightbot1,0731.00knownknown bot account
streamelements661.00knownknown bot account
elmariana131.00highrepeated one message ×13 (100% of output) · 12 messages fired <2s apart · 13 msgs/min sustained
zak_ll_zaza640.45mediumrepeated one message ×33 (52% of output)
jesus_mp473620.45mediumrepeated one message ×35 (56% of output)
yoselin_zaza16570.45mediumrepeated one message ×29 (51% of output)
kato84640550.45mediumrepeated one message ×37 (67% of output)
rubenmartinezpz370.45mediumrepeated one message ×29 (78% of output)
chamoy_riko320.45mediumrepeated one message ×25 (78% of output)
claritaaa_mon270.45mediumrepeated one message ×14 (52% of output)
barbytu190.45mediumrepeated one message ×11 (58% of output)
ely_088190.45mediumrepeated one message ×10 (53% of output)
michel_zaza140190.45mediumrepeated one message ×10 (53% of output)
gael123h160.45mediumrepeated one message ×8 (50% of output)
juanalvarez527474150.45mediumrepeated one message ×12 (80% of output)

Emote pulse

TOP 8
  • elmarianaZA22,216
  • DinoDance18,088
  • elmarianaKekw9,555
  • elmarianaLove8,008
  • elmarianaDance5,056
  • LUL3,183
  • elmarianaEterno2,623
  • <31,960

Evidence tape

6 MSGS
  • 00:00pameeeeezOPENER

    HOLAAAA

  • 01:00NightbotPING

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

  • 02:00BethTem29PING

    Puedo pedirle una rola @elmariana

  • 03:00NightbotPING

    @WolowizardUY -> Current Stream Title: JUEGUITO DE TERROR DE TOMAR FOTOS 📸 (TERROR PORQUE TU ERES EL MODELO) | @elmaria

  • 03:00antuan150715WALL

    elmarianaAsustado elmarianaAsustado elmarianaAsustado elmarianaAsustado elmarianaAsustado elmarianaAsustado elmarianaAsu

  • 03:00juanluisfr20WALL

    Hola DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance elmarianaZA elm

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
0
mood swings
Bots
15
suspects flagged
MSGS 80,668CHATTERS 8905POS 5,187NEG 561TOP KEYWORD “JAJAJAJA” ×2157GINI 0.728BOTS 15PEAK ×7.6 @ 3m

ElMariana stream analytics summary

ElMariana's Just Chatting stream "JUEGUITO DE TERROR DE TOMAR FOTOS 📸 (TERROR PORQUE TU ERES EL MODELO) | @elmariana" on Jul 23, 2026 generated 80,668 messages from 8,905 unique chatters (360.1 msgs/min average, peaking at 713/min). Sentiment ran 5,187 positive vs 561 negative, and the top keyword was "jajajaja" (×2157). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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