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

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

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
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
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
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
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

Suspect	Msgs	Score	Conf	Signals
nightbot	208	1.00	known	known bot account
luker____	6	0.45	medium	repeated one message ×4 (67% of output)
snk_c0r4l	5	0.45	medium	repeated 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

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Total messagesverified chat dump306 min · 133,450 views

Chat rate · per minute

H 374AVG 94.56 PEAKS

burst heat · 0m → 305m

Cumulative messages

RUNNING TOTAL

New chatters / min

FIRST SEEN

Top moments · chat bursts

≥1.3× AVG · 2M APART

0135:00 · 374 msgs×4
trending: “crysta64Sorprendinin”
- LUSTUCRU_CRYSTAL: crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta
- monnstarr00: crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin
- nickperuviano: crysta64Krikonin crysta64Krikonin crysta64Krikonin
0237:00 · 253 msgs×2.7
trending: “crysta64Krikonin”
- angel_star6457: DANOS CONTENIDO BEBA crysta64Krikonin crysta64Krikonin crysta64Krikonin
- Mc_Friess: repooooooo
- braai__: crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta
0346:00 · 290 msgs×3.1
trending: “crysta64Sorprendinin”
- Rony2811: crysta64Jajanin crysta64Jajanin crysta64Jajanin
- Terroncitoo: crysta64Bananina crysta64Bananina crysta64Bananina crysta64Bananina crysta64Bananina cryst
- ChrisAilurus: crysta64Jajanin crysta64Jajanin crysta64Jajanin crysta64Jajanin crysta64Jajanin crysta64Ba
0468:00 · 280 msgs×3
trending: “crysta64Sorprendinin”
- tomii_3o: crysta64Krikonin crysta64Krikonin crysta64Krikonin crysta64Krikonin crysta64Krikonin cryst
- sam_lamandra: crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta
- mateomrnts: crysta64Krikonin crysta64Krikonin crysta64Krikonin crysta64Krikonin crysta64Krikonin cryst
0576:00 · 310 msgs×3.3
trending: “WeDidThat”
- galaxy_peridotriano: Oye Molly que van a jugar hoy DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance
- quequeconmayo: AMO crysta64Luxury crysta64Luxury
- victor_danvers: JAJSJDJASDSDA
06224:00 · 290 msgs×3.1
trending: “crysta64Dinerin”
- juancafandemolly: crysta64Krikonin crysta64Krikonin crysta64Krikonin crysta64Krikonin crysta64Krikonin
- manuel_vega56: Amooo jugar Roblox en Mi Lenovo Twink crysta64Corazonin2
- greciann23: Amemos Lenovo

Chat tape · highlights

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
35:00monnstarr00PEAK
crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin
35:00nickperuvianoPEAK
crysta64Krikonin crysta64Krikonin crysta64Krikonin

Top chatter

RANK 01

DannuVT

MSGS
SENT

FIRST SEEN 7:00 · 1.1% OF ALL CHATSUB

Unique chatters

3,131

2% of viewers

Msgs / chatter

9.2

28,904 msgs total

From subs

25%

7,155 msgs

Bots filtered

208 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS13% OF CHAT

#	Chatter	Badges	Msgs	Share
01	DannuVT	SUB	309	1.1%
02	UshiOn1	SUB	293	1.0%
03	villALBApy		292	1.0%
04	elva_ginon_pelud0	SUB	210	0.7%
05	Nightbot	MODBOT	208	0.7%
06	tk__3		208	0.7%
07	puertowd	VIP	206	0.7%
08	Chris_Robin01		203	0.7%
09	pandemoras	SUB	193	0.7%
10	eidensiwi	SUB	191	0.7%
11	yuli_amatista		180	0.6%
12	Dr_Pepin0	MOD	168	0.6%
13	Yori_ale		158	0.5%
14	Leiila20	SUB	154	0.5%
15	osmax_sparkle		131	0.5%
16	GeraEmm		130	0.4%
17	AndromedaHowl		128	0.4%
18	xz_cab	SUB	112	0.4%
19	sooooolunu		112	0.4%
20	mateomrnts	SUB	112	0.4%

User types · badge mix

98 BADGES

SUBSCRIBER6,993 · 24%
BLOSSOM-BADGE6,632 · 23%
QSMP21,928 · 7%
BLOOM-BADGE1,599 · 6%
BITS1,598 · 6%
PREDICTIONS1,163 · 4%
VIP1,059 · 4%
SHARE-THE-LOVE811 · 3%

New chatters · arrival curve

3131 TOTAL

first-message arrivals · 0m → 305m

81 joined in the first 2 minutes = 3% of all chatters

Returning

1207

≥5 msgs sent

One-and-done

993

single message

Most mentioned

707 @s

@chinooooo6941 · 20u
@saryuwuwu34 · 22u
@lustucru_crystal22 · 17u
@nightbot19 · 11u
@dr_pepin019 · 14u
@mariapialacroix17 · 13u
@andromedahowl12 · 9u
@perritotv10 · 7u

Top interactors

WHO PINGS MOST

nightbot71
damiteyo23
saryuwuwu19
chris_robin0118
terroncitoo17
chrisopher3817
pandemoras15
yomachconcondon15

Chat tape

NOTABLE 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
35:00monnstarr00PEAK
crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin
35:00nickperuvianoPEAK
crysta64Krikonin crysta64Krikonin crysta64Krikonin

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

2,313 msgs

Top 50 chatters

23%

6,528 msgs

Remaining

3081

share 77%

TOP 10 · 8%REST · 3121 CHATTERS · 92%

crysta64Sorprendinin ×10916crysta64Krikonin ×10299crysta64Jajanin ×8736WeDidThat ×5363crysta64Dinerin ×1802crysta64Humildin ×1331BigSad ×1154crysta64Corazonin2 ×966crysta64Tristenin ×846JinxLUL ×842

Emote volume

MSGS W/ EMOTES

Of all messages

48.0%

28,904 msgs scanned

Emote codes

49,735 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

2,579

7,002

7,714

7,069

3,927

540

1-56-1516-4041-8081-160160+

Median

28 ch

P90

95 ch

Max

467 ch

Chat DNA

% OF ALL MSGS

Caps rage

14.1%

4,063 msgs

Questions

7.3%

2,099 msgs

Mentions

2.4%

707 @calls

Commands

1.1%

327 !calls

CAPS14.1%
QUESTIONS7.3%
MENTIONS2.4%
COMMANDS1.1%

Top multiplier

#1 EMOTE

crysta64Sorprendinin

official emote · per-minute flow

02crysta64Krikonin×10299
03crysta64Jajanin×8736
04WeDidThat×5363

Emote leaderboard

OFFICIAL7TV-STYLE

crysta64Sorprendinin×10,916
crysta64Krikonin×10,299
crysta64Jajanin×8,736
WeDidThat×5,363
crysta64Dinerin×1,802
crysta64Humildin×1,331
BigSad×1,154
crysta64Corazonin2×966
crysta64Tristenin×846
JinxLUL×842
LUL×770
crysta64Aplauso×619
crysta64Presentenin1×596
MrDestructoid×500
DinoDance×403
crysta64Crikonin×378

bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin	×559	278	1m→305m	VIRAL
02	crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin	×531	236	3m→302m	VIRAL
03	crysta64Jajanin crysta64Jajanin crysta64Jajanin crysta64Jajanin	×405	121	9m→298m	VIRAL
04	crysta64Krikonin crysta64Krikonin crysta64Krikonin	×385	214	0m→303m	VIRAL
05	crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin	×380	218	3m→304m	VIRAL
06	crysta64Jajanin crysta64Jajanin crysta64Jajanin	×374	101	6m→298m	VIRAL
07	crysta64Jajanin crysta64Jajanin crysta64Jajanin crysta64Jajanin crysta64Jajanin	×372	112	15m→300m	VIRAL
08	crysta64Krikonin crysta64Krikonin crysta64Krikonin crysta64Krikonin	×364	219	1m→303m	VIRAL
09	crysta64Krikonin crysta64Krikonin crysta64Krikonin crysta64Krikonin crysta64Krikonin	×226	147	15m→303m	VIRAL
10	crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin	×205	125	6m→302m	VIRAL

Keyword cloud

TOP 18 TOKENS

molly₇₃₅beba₄₆₄lenovo₄₂₀jajajaja₃₄₁ella₂₇₄hola₂₅₈capri₂₄₀amor₂₂₃jajaja₂₂₀jajajajaja₂₂₀cheer10₁₉₇streams₁₉₃streak₁₈₉watched₁₇₃consecutive₁₇₃sparked₁₇₃watch₁₇₃stream₁₅₂

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

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
35:00monnstarr00PEAK
crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin
35:00nickperuvianoPEAK
crysta64Krikonin crysta64Krikonin crysta64Krikonin
35:00LeonSita008PEAK
crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorprendinin crysta64Sorpren

User colors

TOP 16

Participation inequality

3,131 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

17%

31 users

Top 5%

41%

157 users

Top 10%

57%

313 users

Community split

SHARE OF CHATTERS

CORE

DRIVE-BY

Lorenz curve · cumulative share

USERS → MESSAGES

DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT

User tiers · who carries the chat

4 TIERS

1 msg993USERS993MSGS3.4%
2-4 msgs931USERS2,502MSGS8.7%
5-19 msgs855USERS8,123MSGS28.1%
20+ msgs352USERS17,286MSGS59.8%

352 super-active users (11.2% of chatters) wrote 60% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@chinooooo6941 · by 20 users
@saryuwuwu34 · by 22 users
@lustucru_crystal22 · by 17 users
@nightbot19 · by 11 users
@dr_pepin019 · by 14 users
@mariapialacroix17 · by 13 users
@andromedahowl12 · by 9 users
@perritotv10 · by 7 users
@damiteyo10 · by 7 users
@yomachconcondon9 · by 6 users

Top interactors

WHO REACHES OUT

nightbot71 sent
damiteyo23 sent
saryuwuwu19 sent
chris_robin0118 sent
terroncitoo17 sent
chrisopher3817 sent
pandemoras15 sent
yomachconcondon15 sent
chinooooo6915 sent
ushion113 sent

Badge mix

TOP 8

SUBSCRIBER6993 · 24%
BLOSSOM-BADGE6632 · 23%
QSMP21928 · 7%
BLOOM-BADGE1599 · 6%
BITS1598 · 6%
PREDICTIONS1163 · 4%
VIP1059 · 4%
SHARE-THE-LOVE811 · 3%

Core community

135

≥3 interactions

Drive-by

977

1 msg · 0 interactions

Mentions

707

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	nightbot	→	augusto_cat08	6
02	yomachconcondon	→	chinooooo69	6
03	sabi_op	→	chinooooo69	6
04	nightbot	→	vannydeath	4
05	leonar_7110	→	lustucru_crystal	4
06	tk__3	→	saryuwuwu	4
07	damiteyo	→	chinooooo69	4
08	pandemoras	→	nightbot	4
09	nightbot	→	matthfev	3
10	nightbot	→	luisarturoherna	3
11	phoenixdark1211	→	saryuwuwu	3
12	saryuwuwu	→	tk__3	3

Chat tape

NOTABLE MESSAGES

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

Social share card

This is the exact image link unfurlers render when this stream is shared.

↓ Download card (1200×630)

Ad equivalence

DEMO

no viewer track captured

Engagement quality

MEASURED

Viewers who chat

Msgs / viewer

0.2

chat depth

Community gini

0.69

0 = broad, 1 = few voices

Loyal chatters

1207

≥5 msgs

Sub messages

25%

paying-fan share

Brand safety

MEASURED · LEXICON

BSafety grade

Score / 100

PROFANITY0.1%
CAPS RAGE14.1%
SPAM/PASTA18.4%
BOT MSGS0.7%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
CMD	!tiempito	×77	51	2m→296m	ORGANIC
CMD	!memide	×29	22	4m→293m	ORGANIC
CMD	!amor	×28	15	62m→295m	ORGANIC
CMD	!gay	×26	21	2m→294m	ORGANIC
CMD	!mecabe	×25	24	2m→294m	ORGANIC
CMD	!suerte	×17	10	1m→301m	ORGANIC
CMD	!discord	×12	11	12m→116m	ORGANIC
CMD	!sara	×12	7	59m→242m	ORGANIC
LINK	discord.gg	×10	1	12m→116m	BOT TIMER
CMD	!song	×9	9	3m→233m	ORGANIC
LINK	open.spotify.com	×7	1	3m→23m	BOT TIMER
CMD	!llamada	×6	6	90m→248m	ORGANIC
CMD	!tiempo	×5	5	3m→290m	ORGANIC
CMD	!ship	×5	4	240m→296m	ORGANIC

Sponsor lift · ad-read impact

DEMO

Chat echoes per minute around a sponsored read — spikes ×6 at the mention, decays in ~4 min. Real version needs a same-session viewer track + labeled ad window.

Audience language

MEASURED

ES22.7%
EN0.8%
OTHER / EMOTE-ONLY76.5%

language of written messages · emote-only spam excluded from ES/EN

Audience overlap

DEMO

streamer_alpha34% shared
streamer_beta21% shared
streamer_gamma9% shared
streamer_delta4% shared

shared active chatters · real version needs chat dumps of candidate streamers

Growth track

DEMO

Followers / wk

+2,100

last week

Streams / wk

5.2

±1h start time

real version fetches channel history via twitchtracker / helix

MSGS 28,904CHATTERS 3131POS 1,113NEG 97TOP KEYWORD “MOLLY” ×735GINI 0.689BOTS 3PEAK ×5.6 @ 3m

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

CrystalMolly stream analytics summary