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ElMariana — Just Chatting stream analytics — Jul 15, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 15, 2026 · VOD 2820214588

Chat mood & viewers

61,669 MSGS
Positive
3,311
5.4% of msgs
Negative
648
1.1% of msgs
Neutral
57,710
93.6% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

3,311 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

259 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

259 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 03:00INFLUX×9.4clip suggested Watch VOD

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

    • calcetinmojadomanzolover: mrzensoBaile mrzensoBaile mrzensoBaile mrzensoBaile mrzensoBaile mrzensoBaile mr
    • ariris_08: cantelaaaa patroooo!!
  2. 03:00EMOTES×5.9clip suggested Watch VOD

    294 emote msgs — ×5.9 the average

    • calcetinmojadomanzolover: mrzensoBaile mrzensoBaile mrzensoBaile mrzensoBaile mrzensoBaile mrzensoBaile mr
    • ariris_08: cantelaaaa patroooo!!
  3. 04:00INFLUX×6.7clip suggested Watch VOD

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

    • keyliz_30: JinxLUL JinxLUL JinxLUL JinxLUL JinxLUL JinxLUL
    • alecitadpb: VALDOOOOOOOOOOO
  4. 05:00INFLUX×5.4clip suggested Watch VOD

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

    • luison_34: PewPewPew PewPewPew PewPewPew PewPewPew
    • nayomis2410: elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarianaZA elmarian
  5. 09:00INFLUX×5.2clip suggested Watch VOD

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

    • spider24man54: 50 SOMBRAS DE GREY
    • inexxxxxxxxxxxx: bro la película el proyecto final del mundo te lo recomiendo al 100

Keyword tracker

TOP 14
  • patrón1,374
  • jajajaja1,137
  • hola981
  • patron836
  • jajaja829
  • jajajajaja611
  • bien479
  • valdo471
  • subscribed385
  • jajajajajaja349
  • nooo341
  • cuando334
  • siii329
  • mariana325

Bot radar

15 FLAGGED
SuspectMsgsScoreConfSignals
nightbot9431.00knownknown bot account
streamelements801.00knownknown bot account
yolsito520.75highrepeated one message ×31 (60% of output) · 32 messages fired <2s apart
violett0030350.55medium4 messages fired <2s apart · 13 msgs/min sustained
angel_spok310.55medium5 messages fired <2s apart · 6.5 msgs/min sustained
kato84640440.45mediumrepeated one message ×35 (80% of output)
michel_zaza140420.45mediumrepeated one message ×23 (55% of output)
ernesto_estrada07250.45mediumrepeated one message ×16 (64% of output)
alexisfernando479210.45mediumrepeated one message ×12 (57% of output)
juanalvarez527474150.45mediumrepeated one message ×12 (80% of output)
dafne071110.45mediumrepeated one message ×6 (55% of output)
cpaul2010110.45mediumrepeated one message ×6 (55% of output)
nicolle_0928100.45mediumrepeated one message ×5 (50% of output)
2alexandra_zaza090.45mediumrepeated one message ×5 (56% of output)
karolmartinez1880.45mediumrepeated one message ×4 (50% of output)

Emote pulse

TOP 8
  • elmarianaZA11,847
  • DinoDance8,515
  • elmarianaLove5,853
  • elmarianaKekw5,178
  • elmarianaSad4,423
  • BigSad3,808
  • LUL2,794
  • elmarianaDance2,508

Evidence tape

6 MSGS
  • 00:00EvesitaZazaOPENER

    HOLAAAA

  • 03:00calcetinmojadomanzoloverPEAK

    mrzensoBaile mrzensoBaile mrzensoBaile mrzensoBaile mrzensoBaile mrzensoBaile mrzensoBaile

  • 03:00ariris_08PEAK

    cantelaaaa patroooo!!

  • 03:00aleflores1998PEAK

    elmarianaEterno elmarianaEterno elmarianaEterno elmarianaEterno

  • 03:00michell78887PEAK

    DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance

  • 03:00oxigen0_56PEAK

    @ronaldmgl JAKSJ es q es mi rola we

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
0
mood swings
Bots
15
suspects flagged
MSGS 61,669CHATTERS 6862POS 3,311NEG 648TOP KEYWORD “PATRÓN” ×1374GINI 0.732BOTS 15PEAK ×9.4 @ 3m

ElMariana stream analytics summary

ElMariana's Just Chatting stream "CAPITULO 3 DE LA NUEVA TEMPORADA 😈 || @elmariana" on Jul 15, 2026 generated 61,669 messages from 6,862 unique chatters (238.1 msgs/min average, peaking at 664/min). Sentiment ran 3,311 positive vs 648 negative, and the top keyword was "patrón" (×1374). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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