CrystalMolly avatar

CrystalMolly - Just Chatting stream analytics - Jul 17, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 17, 2026 · VOD 2821807380

Chat mood & viewers

28,904 MSGS
Positive
1,113
3.9% of msgs
Negative
97
0.3% of msgs
Neutral
27,694
95.8% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,113 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

306 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

306 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 03:00INFLUX×5.6clip suggested Watch VOD

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

    • alex193929272: crysta64Corazonin2 crysta64Corazonin2 crysta64Corazonin2
    • kyomu_miu: Holii aldogeoHi aldogeoHi aldogeoHi
  2. 05:00INFLUX×3.9clip suggested Watch VOD

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

    • phoenixdark1211: @lustucru_crystal holiss postre feliz cumpleaños y que Dios te bendiga siempre y
    • Ezekielnx: holaaaaaa vv
  3. 16:00INFLUX×3.9clip suggested Watch VOD

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

    • elZans_: Yo solo lo vi por el papasito de Plex y la machuki de rivera BabyRage WeDidThat
    • RagnarothOficial: JinxLUL JinxLUL JinxLUL
  4. 18:00INFLUX×4.2clip suggested Watch VOD

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

    • benjaminmxxd: crysta64Prostimolly
    • carlos_crystaloyo: La verdad yo creo que Alondra es la que estuvo mal pero bueno cada quien beba No
  5. 35:00EMOTES×5clip suggested Watch VOD

    229 emote msgs — ×5 the average

    • LUSTUCRU_CRYSTAL: crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendi
    • monnstarr00: crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendi

Keyword tracker

TOP 14
  • molly735
  • beba464
  • lenovo420
  • jajajaja341
  • ella274
  • hola258
  • capri240
  • amor223
  • jajaja220
  • jajajajaja220
  • cheer10197
  • streams193
  • streak189
  • watched173

Bot radar

3 FLAGGED
SuspectMsgsScoreConfSignals
nightbot2081.00knownknown bot account
luker____60.45mediumrepeated one message ×4 (67% of output)
snk_c0r4l50.45mediumrepeated one message ×4 (80% of output)

Emote pulse

TOP 8
  • crysta64Sorprendinin10,916
  • crysta64Krikonin10,299
  • crysta64Jajanin8,736
  • WeDidThat5,363
  • crysta64Dinerin1,802
  • crysta64Humildin1,331
  • BigSad1,154
  • crysta64Corazonin2966

Evidence tape

6 MSGS
  • 00:00shouya_tvOPENER

    Hola

  • 03:00its_axel2PING

    @Nightbot @crystalmolly cumple vv

  • 20:00adrian12567890WALL

    Oye molly ya escuchaste la nueva canción de ARIA BELA??? VirtualHug VirtualHug VirtualHug VirtualHug VirtualHug VirtualH

  • 32:00zhack_fvckWALL

    crysta64Corazonin2 crysta64Corazonin2 crysta64Corazonin2 crysta64Corazonin2 crysta64Corazonin2 crysta64Corazonin2 crysta

  • 33:00zhack_fvckWALL

    crysta64Musicanin crysta64Musicanin crysta64Musicanin crysta64Musicanin crysta64Musicanin crysta64Musicanin crysta64Musi

  • 35:00LUSTUCRU_CRYSTALPEAK

    crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorpren

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
0
mood swings
Bots
3
suspects flagged
MSGS 28,904CHATTERS 3131POS 1,113NEG 97TOP KEYWORD “MOLLY” ×735GINI 0.689BOTS 3PEAK ×5.6 @ 3m

CrystalMolly stream analytics summary

CrystalMolly's Just Chatting stream "DONAME O APAGO" on Jul 17, 2026 generated 28,904 messages from 3,131 unique chatters (94.5 msgs/min average, peaking at 374/min). Sentiment ran 1,113 positive vs 97 negative, and the top keyword was "molly" (×735). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

Ask me something about the stream