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CrystalMolly — Just Chatting stream analytics — Jul 15, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 15, 2026 · VOD 2820256058

Chat mood & viewers

26,949 MSGS
Positive
1,153
4.3% of msgs
Negative
155
0.6% of msgs
Neutral
25,641
95.1% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,153 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 213:000.01→0.26Δ+0.25
  • 268:00-0.25→0.00Δ+0.25

Mood regime · per minute

371 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

371 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 10:00INFLUX×5.1clip suggested Watch VOD

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

    • ArielPulido9: pinky kisss
    • microfono_desafinado: GoldPLZ GoldPLZ GoldPLZ GoldPLZ
  2. 11:00INFLUX×4.7clip suggested Watch VOD

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

    • Cat_Pink: InTheirBag InTheirBag InTheirBag InTheirBag
    • Terroncitoo: crysta64Musicanin crysta64Twerkinin crysta64Musicanin crysta64Twerkinin crysta64
  3. 12:00INFLUX×4.6clip suggested Watch VOD

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

    • attemoc: crysta64Humildin algún alma caritativa que le de sup a este cristall que le saca
    • KatWaldorf: nezuIceboty nezuIceboty
  4. 14:00INFLUX×4.7clip suggested Watch VOD

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

    • lferchy_crystalito: TE TANQUEAMOS LA DEMANDA BEBA DI WeDidThat WeDidThat WeDidThat WeDidThat WeDidTh
    • Glishtrack_0: Hola amor cómo estás?? crysta64Presentenin1 crysta64Presentenin1 crysta64Present
  5. 15:00INFLUX×4.6clip suggested Watch VOD

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

    • gera_nigt: crysta64Presentenin1 crysta64Presentenin1 crysta64Presentenin1
    • juliangozl: crysta64Humildin crysta64Humildin crysta64Humildin crysta64Humildin crysta64Humi

Keyword tracker

TOP 14
  • molly626
  • beba400
  • capri364
  • ella354
  • jajajaja293
  • masacradas278
  • jajaja272
  • alejo258
  • streak223
  • hola210
  • cheer10208
  • streams200
  • watched194
  • consecutive194

Bot radar

5 FLAGGED
SuspectMsgsScoreConfSignals
nightbot2551.00knownknown bot account
leocolombia120.55medium10 messages fired <2s apart · 12 msgs/min sustained
yuli_amatista370.45mediumrepeated one message ×22 (59% of output)
drako3000l100.45mediumrepeated one message ×5 (50% of output)
felicisnix50.45mediumrepeated one message ×4 (80% of output)

Emote pulse

TOP 8
  • crysta64Krikonin9,555
  • crysta64Sorprendinin6,772
  • crysta64Jajanin6,201
  • WeDidThat3,850
  • crysta64Humildin3,486
  • DinoDance1,615
  • crysta64Bananina971
  • crysta64Twerkinin956

Evidence tape

6 MSGS
  • 00:00LUSTUCRU_CRYSTALOPENER

    NO ME CONTESTO crysta64Tristenin

  • 03:00xxjeamxxmedWALL

    crysta64Musicanin crysta64Musicanin crysta64Musicanin crysta64Musicanin crysta64Musicanin crysta64Musicanin crysta64Musi

  • 04:00peluchi523WALL

    crysta64Dinerin crysta64Dinerin crysta64Dinerin crysta64Dinerin crysta64Dinerin crysta64Dinerin crysta64Dinerin crysta64

  • 06:00Galileo003WALL

    crysta64Humildin patty69Pedacitodesub crysta64Humildin crysta64Humildin patty69Pedacitodesub crysta64Humildin patty69Ped

  • 13:00Galileo003WALL

    crysta64Humildin patty69Pedacitodesub crysta64Humildin patty69Pedacitodesub crysta64Humildin patty69Pedacitodesub crysta

  • 14:00Galileo003WALL

    crysta64Humildin patty69Pedacitodesub crysta64Humildin patty69Pedacitodesub crysta64Humildin patty69Pedacitodesub crysta

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
2
mood swings
Bots
5
suspects flagged
MSGS 26,949CHATTERS 2978POS 1,153NEG 155TOP KEYWORD “MOLLY” ×626GINI 0.691BOTS 5PEAK ×9.5 @ 73m

CrystalMolly stream analytics summary

CrystalMolly's Just Chatting stream "Chava fresca aquí 💋" on Jul 15, 2026 generated 26,949 messages from 2,978 unique chatters (72.6 msgs/min average, peaking at 436/min). Sentiment ran 1,153 positive vs 155 negative, and the top keyword was "molly" (×626). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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