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CrystalMolly - Just Chatting stream analytics - Jul 16, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 16, 2026 · VOD 2821013086

Chat mood & viewers

19,295 MSGS
Positive
876
4.5% of msgs
Negative
159
0.8% of msgs
Neutral
18,260
94.6% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

876 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 203:000.03→-0.27Δ-0.30
  • 304:000.29→0.00Δ-0.29

Mood regime · per minute

377 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

377 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 09:00INFLUX×6.5clip suggested Watch VOD

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

    • zhack_fvck: TWITH TWITH TWITH TWITH
    • nemiix28: crysta64Persasinviva crysta64Persasinviva crysta64Persasinviva crysta64Persasinv
  2. 22:00INFLUX×6clip suggested Watch VOD

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

    • jordan_c2: Gay mostron
    • Fer_vez: crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin
  3. 24:00INFLUX×10.8clip suggested Watch VOD

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

    • MarTV1357: Ve 2521 molly vas a llorar
    • eduardo_targaryen: Siimpor allá de los 2010
  4. 24:00SPIKE×4.9clip suggested Watch VOD

    250 msgs — ×4.9 the stream average

    • MarTV1357: Ve 2521 molly vas a llorar
    • eduardo_targaryen: Siimpor allá de los 2010
  5. 34:00EMOTES×4.7clip suggested Watch VOD

    124 emote msgs — ×4.7 the average

    • chuirmz: crysta64Ritmonin crysta64Ritmonin crysta64Ritmonin crysta64Ritmonin
    • panxhouwu: crysta64Aplaudin crysta64Aplaudin

Keyword tracker

TOP 14
  • molly692
  • beba463
  • lenovo344
  • ella251
  • hola250
  • aldo211
  • estoy194
  • tiempito192
  • streak182
  • streams174
  • llamada170
  • watched165
  • consecutive165
  • sparked165

Bot radar

6 FLAGGED
SuspectMsgsScoreConfSignals
nightbot3611.00knownknown bot account
viswis140.45mediumrepeated one message ×7 (50% of output)
abuela_wako_molly110.45mediumrepeated one message ×10 (91% of output)
jorgekovm110.45mediumrepeated one message ×6 (55% of output)
katevalentinexd70.45mediumrepeated one message ×4 (57% of output)
keneth_at70.45mediumrepeated one message ×4 (57% of output)

Emote pulse

TOP 8
  • crysta64Sorprendinin6,541
  • crysta64Krikonin5,996
  • WeDidThat3,835
  • crysta64Jajanin3,344
  • crysta64Humildin1,415
  • crysta64Dinerin853
  • crysta64Corazonin2770
  • crysta64Aplauso580

Evidence tape

6 MSGS
  • 00:00rojano19OPENER

    a,mamamamama

  • 09:00Nidoking30WALL

    crysta64Jajanin crysta64Jajanin crysta64Jajanin crysta64Jajanin crysta64Jajanin crysta64Jajanin crysta64Jajanin crysta64

  • 21:00ElGutiGHWALL

    crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorpren

  • 35:00fabiiiii_QwQWALL

    AY JUSTO ME ESTABA ACORDANDO DE ESA CANCIÓN CON ESA EDICIÓN!! crysta64Jajanin crysta64Jajanin crysta64Jajanin crysta64Co

  • 53:00AsamaruSoraruPEAK

    ELLAAAAA WeDidThat WeDidThat WeDidThat WeDidThat WeDidThat WeDidThat

  • 53:00Baarby___PEAK

    Rararararrarara

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
2
mood swings
Bots
6
suspects flagged
MSGS 19,295CHATTERS 2560POS 876NEG 159TOP KEYWORD “MOLLY” ×692GINI 0.682BOTS 6PEAK ×10.8 @ 24m

CrystalMolly stream analytics summary

CrystalMolly's Just Chatting stream "Hola mi amor! hoy ganaron las..." on Jul 16, 2026 generated 19,295 messages from 2,560 unique chatters (51.2 msgs/min average, peaking at 341/min). Sentiment ran 876 positive vs 159 negative, and the top keyword was "molly" (×692). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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