Insym — Welcome to the Game III stream analytics — Jul 19, 2026

FULL STREAM INTELLIGENCE · Welcome to the Game III

Jul 19, 2026 · VOD 2823792477

Chat mood & viewers

17,351 MSGS

Positive

2,536

14.6% of msgs

Negative

306

1.8% of msgs

Neutral

14,509

83.6% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

2,536 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

148:000.01→0.40Δ+0.39
149:000.40→0.04Δ-0.36
218:000.15→0.50Δ+0.35
219:000.50→0.15Δ-0.35
259:000.08→0.42Δ+0.34
125:000.40→0.07Δ-0.33

Mood regime · per minute

290 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

290 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

18:00INFLUX×3.7clip suggested Watch VOD
25 first-time chatters in one minute (raid-like influx)
- jagdeesh937: We can disable the hacks and try to earn money in another way
- PlayWithElli: @nyrethx why so hateful
19:00INFLUX×4.1clip suggested Watch VOD
28 first-time chatters in one minute (raid-like influx)
- simpdaddie: DinoDance insymHiYT insymHiYT earllly stream
- evabang86: insymHiYT insymHiYT insymHiYT
36:00INFLUX×4clip suggested Watch VOD
27 first-time chatters in one minute (raid-like influx)
- tranhaudanhgaming: its 10mins alr
- dracayee: verify game files?
54:00INFLUX×7.2clip suggested Watch VOD
49 first-time chatters in one minute (raid-like influx)
- simpdaddie: Welcome to GAMBA
- Mallaxa: Heya @JaellyfeshLex insymWave
54:00SPIKE×5.5clip suggested Watch VOD
328 msgs — ×5.5 the stream average
- simpdaddie: Welcome to GAMBA
- Mallaxa: Heya @JaellyfeshLex insymWave

Keyword tracker

TOP 14

gamba978
this561
that480
game382
insym379
just371
have336
what325
adam303
time277
tanner268
like248
with245
more241

Bot radar

4 FLAGGED

Suspect	Msgs	Score	Conf	Signals
noaharzi	11	0.55	medium	10 messages fired <2s apart · 11 msgs/min sustained
panodra	8	0.45	medium	repeated one message ×6 (75% of output)
arigatobruhman	8	0.45	medium	repeated one message ×4 (50% of output)
dowinikk	7	0.45	medium	repeated one message ×5 (71% of output)

Emote pulse

TOP 8

KEKW1,021
insymHug946
LUL818
insymJAM815
insymPray624
insymWave424
<3330
insymHi322

Evidence tape

6 MSGS

00:00dracayeeOPENER
hello
09:00starlegendgodPING
@Insym going to do GAMBA strat?\
10:00beachmousemdPING
@Insym What is Tanner's Crime Scene?
12:00starlegendgodPING
@Insym take advantage of pausing for hacks
17:00dracayeePING
oh yeah discord notif @Insym
17:00HranolkaaaaaaPING
@Insym Where does the cletus and the other new characters spawn? Kinda confused for now

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Total messagesverified chat dump289 min · 61,450 views

Chat rate · per minute

H 328AVG 59.86 PEAKS

burst heat · 0m → 289m

Cumulative messages

RUNNING TOTAL

New chatters / min

FIRST SEEN

Top moments · chat bursts

≥1.3× AVG · 2M APART

0154:00 · 328 msgs×5.5
trending: “POGGERS”
- simpdaddie: Welcome to GAMBA
- Mallaxa: Heya @JaellyfeshLex insymWave
- Azurahk: @jaellyfeshlex lex <3 insymHug
0280:00 · 166 msgs×2.8
trending: “lucky”
- iggib00m: @iggib00m And drugs too, I think?
- simpdaddie: @palpatine82 no kidding, Henry Cavill i think gotten into Warhammer which is pretty sick
- joyfelle: i heard they did increase the spawn rate of noir
03129:00 · 229 msgs×3.8
trending: “KEKW”
- AdinaCM: HACKERMANS
- Akamirane: why you not checking for tanner?
- rae_realism: @pfaufuenf pfauuuuuf hey hey cutie insymHype insymHug
04223:00 · 157 msgs×2.6
trending: “NOOO”
- Jackit28: @headsosiska he can't, it's like water for him
- rae_realism: More drug to take NotLikeThis
- CF_Gauss: Cletus will soon get a heart attack by his frequent consumption
05249:00 · 203 msgs×3.4
trending: “NOOO”
- Mikeyhazz: insymJAM caseohWiijams
- jileny: NotLikeThis NotLikeThis NotLikeThis
- SteveS85: It's Joever isn't it? I really am stupid....
06266:00 · 196 msgs×3.3
trending: “GAMBA”
- Szpakolo_1: GAMBA GAMBA GAMBA
- adriannn692: big or home
- JetstreamTam: God's most addicted gambler

Chat tape · highlights

00:00dracayeeOPENER
hello
09:00starlegendgodPING
@Insym going to do GAMBA strat?\
10:00beachmousemdPING
@Insym What is Tanner's Crime Scene?
12:00starlegendgodPING
@Insym take advantage of pausing for hacks
17:00dracayeePING
oh yeah discord notif @Insym
17:00HranolkaaaaaaPING
@Insym Where does the cletus and the other new characters spawn? Kinda confused for now
41:00SaRises_WALL
Btw I was watching yesterday your stream and ntoiced that you were not really paying much attention to the dox files of
50:00waelinhWALL
@palpatine82 @princesspersica @killerstiletto @neskttp @adinacm @playwithelli @reanna730 @mallaxa good morning, mods, In

Top chatter

RANK 01

Reanna730

MSGS
SENT

FIRST SEEN 1:00 · 2.2% OF ALL CHATVIP

Unique chatters

1,961

3% of viewers

Msgs / chatter

8.8

17,351 msgs total

From subs

27%

4,752 msgs

Bots filtered

0 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS23% OF CHAT

#	Chatter	Badges	Msgs	Share
01	Reanna730	VIP	388	2.2%
02	AdinaCM	VIP	376	2.2%
03	rae_realism	SUB	330	1.9%
04	simpdaddie	SUB	284	1.6%
05	princesspersica	VIP	272	1.6%
06	officer_tyler_13	SUB	230	1.3%
07	dracayee	MOD	227	1.3%
08	EmilyDetected	VIP	220	1.3%
09	Mallaxa	VIP	211	1.2%
10	palpatine82		189	1.1%
11	Tim_Timmitus	SUB	173	1.0%
12	d3iw3l		144	0.8%
13	AllyLovely		142	0.8%
14	lacriiiiiii	SUB	131	0.8%
15	YAY4Y4	SUB	125	0.7%
16	MsJouffa		123	0.7%
17	lone_king35	SUB	118	0.7%
18	Jartran74		116	0.7%
19	chaperon_	VIP	115	0.7%
20	SteveS85		107	0.6%

User types · badge mix

135 BADGES

SUBSCRIBER4,718 · 27%
BLOSSOM-BADGE3,249 · 19%
VIP2,065 · 12%
PREDICTIONS1,678 · 10%
PREMIUM1,533 · 9%
SUB-GIFTER817 · 5%
TWITCH-RECAP-2025542 · 3%
BITS400 · 2%

New chatters · arrival curve

1961 TOTAL

first-message arrivals · 0m → 289m

119 joined in the first 2 minutes = 6% of all chatters

Returning

613

≥5 msgs sent

One-and-done

741

single message

Most mentioned

2,896 @s

@insym153 · 80u
@palpatine8289 · 35u
@adamatreflectstudios84 · 64u
@dracayee74 · 53u
@reanna73064 · 40u
@princesspersica62 · 51u
@rae_realism62 · 53u
@adinacm58 · 39u

Top interactors

WHO PINGS MOST

rae_realism134
princesspersica128
dracayee101
palpatine8292
abimae200172
jartran7470
reanna73066
simpdaddie55

Chat tape

NOTABLE MSGS

00:00dracayeeOPENER
hello
09:00starlegendgodPING
@Insym going to do GAMBA strat?\
10:00beachmousemdPING
@Insym What is Tanner's Crime Scene?
12:00starlegendgodPING
@Insym take advantage of pausing for hacks
17:00dracayeePING
oh yeah discord notif @Insym
17:00HranolkaaaaaaPING
@Insym Where does the cletus and the other new characters spawn? Kinda confused for now
41:00SaRises_WALL
Btw I was watching yesterday your stream and ntoiced that you were not really paying much attention to the dox files of
50:00waelinhWALL
@palpatine82 @princesspersica @killerstiletto @neskttp @adinacm @playwithelli @reanna730 @mallaxa good morning, mods, In

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

16%

2,727 msgs

Top 50 chatters

37%

6,496 msgs

Remaining

1911

share 63%

TOP 10 · 16%REST · 1951 CHATTERS · 84%

KEKW ×1021insymHug ×946LUL ×818insymJAM ×815insymPray ×624insymWave ×424<3 ×330insymHi ×322insymNod ×226insymHeart ×208

Emote volume

MSGS W/ EMOTES

Of all messages

27.9%

17,351 msgs scanned

Emote codes

8,334 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

3,502

4,655

6,033

2,507

597

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

Median

17 ch

P90

55 ch

Max

289 ch

Chat DNA

% OF ALL MSGS

Caps rage

7.8%

1,354 msgs

Questions

8.4%

1,456 msgs

Mentions

15.0%

2,602 @calls

Commands

0.2%

31 !calls

CAPS7.8%
QUESTIONS8.4%
MENTIONS15.0%
COMMANDS0.2%

Top multiplier

#1 EMOTE

KEKW

7tv-style token · per-minute flow

02insymHug×946
03LUL×818
04insymJAM×815

Emote leaderboard

OFFICIAL7TV-STYLE

KEKW×1,021
insymHug×946
LUL×818
insymJAM×815
insymPray×624
insymWave×424
<3×330
insymHi×322
insymNod×226
insymHeart×208
insymHiYT×202
POGGERS×194
insymAboo×190
insymAboo2×180
Clap×173
insymHype×142

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	KEKW	×569	206	2m→285m	VIRAL
02	GAMBA	×292	126	24m→284m	VIRAL
03	NOOO	×156	77	31m→285m	VIRAL
04	POGGERS	×151	84	7m→288m	VIRAL
05	Clap	×103	59	21m→287m	VIRAL
06	Prayge	×87	57	35m→285m	VIRAL
07	Joel	×70	56	0m→286m	VIRAL
08	HYPERS	×55	25	2m→285m	VIRAL
09	ICANT	×50	27	26m→285m	VIRAL
10	insymPray	×50	27	39m→283m	VIRAL

Keyword cloud

TOP 18 TOKENS

gamba₉₇₈this₅₆₁that₄₈₀game₃₈₂insym₃₇₉just₃₇₁have₃₃₆what₃₂₅adam₃₀₃time₂₇₇tanner₂₆₈like₂₄₈with₂₄₅more₂₄₁nooo₂₄₀stream₂₂₉chat₂₀₈sugar₂₀₆

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

41:00SaRises_WALL
Btw I was watching yesterday your stream and ntoiced that you were not really paying much attention to the dox files of
50:00waelinhWALL
@palpatine82 @princesspersica @killerstiletto @neskttp @adinacm @playwithelli @reanna730 @mallaxa good morning, mods, In
51:00rainy_painterWALL
Well, the main character is in a gambling debt, so it's kind of sweet irony that winning the game is by gambling? Someth
54:00simpdaddiePEAK
Welcome to GAMBA
54:00MallaxaPEAK
Heya @JaellyfeshLex insymWave
54:00AzurahkPEAK
@jaellyfeshlex lex <3 insymHug
54:00busybeepartyPEAK
So much moneyyyy

User colors

TOP 16

Participation inequality

1,961 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

23%

20 users

Top 5%

50%

98 users

Top 10%

65%

196 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 msg741USERS741MSGS4.3%
2-4 msgs607USERS1,620MSGS9.3%
5-19 msgs433USERS4,079MSGS23.5%
20+ msgs180USERS10,911MSGS62.9%

180 super-active users (9.2% of chatters) wrote 63% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@insym153 · by 80 users
@palpatine8289 · by 35 users
@adamatreflectstudios84 · by 64 users
@dracayee74 · by 53 users
@reanna73064 · by 40 users
@princesspersica62 · by 51 users
@rae_realism62 · by 53 users
@adinacm58 · by 39 users
@killerstiletto43 · by 40 users
@jartran7440 · by 29 users

Top interactors

WHO REACHES OUT

rae_realism134 sent
princesspersica128 sent
dracayee101 sent
palpatine8292 sent
abimae200172 sent
jartran7470 sent
reanna73066 sent
simpdaddie55 sent
playwithelli51 sent
seallyden46 sent

Badge mix

TOP 8

SUBSCRIBER4718 · 27%
BLOSSOM-BADGE3249 · 19%
VIP2065 · 12%
PREDICTIONS1678 · 10%
PREMIUM1533 · 9%
SUB-GIFTER817 · 5%
TWITCH-RECAP-2025542 · 3%
BITS400 · 2%

Core community

338

≥3 interactions

Drive-by

642

1 msg · 0 interactions

Mentions

2,896

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	zapmolcuno69	→	insym	13
02	simpdaddie	→	palpatine82	9
03	palpatine82	→	thebluelou152	9
04	palpatine82	→	wasdhappnd	9
05	palpatine82	→	simpdaddie	8
06	reanna730	→	adinacm	8
07	princesspersica	→	palpatine82	8
08	thebluelou152	→	palpatine82	8
09	wasdhappnd	→	palpatine82	8
10	starlegendgod	→	insym	7
11	adinacm	→	reanna730	7
12	jartran74	→	cheemfonics	7

Chat tape

NOTABLE MESSAGES

00:00dracayeeOPENER
hello
09:00starlegendgodPING
@Insym going to do GAMBA strat?\
10:00beachmousemdPING
@Insym What is Tanner's Crime Scene?
12:00starlegendgodPING
@Insym take advantage of pausing for hacks
17:00dracayeePING
oh yeah discord notif @Insym
17:00HranolkaaaaaaPING
@Insym Where does the cletus and the other new characters spawn? Kinda confused for now

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

0.3

chat depth

Community gini

0.73

0 = broad, 1 = few voices

Loyal chatters

613

≥5 msgs

Sub messages

27%

paying-fan share

Brand safety

MEASURED · LEXICON

ASafety grade

Score / 100

PROFANITY0.4%
CAPS RAGE7.8%
SPAM/PASTA11.1%
BOT MSGS0.0%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	twitch.tv	×18	7	49m→255m	ORGANIC
CMD	!time	×9	8	1m→260m	ORGANIC
CMD	!vanish	×9	9	227m→228m	ORGANIC
CMD	!followage	×3	3	40m→237m	ORGANIC
CMD	!where	×3	3	258m→259m	ORGANIC
LINK	youtu.be	×2	1	288m→288m	ORGANIC
CMD	!ads	×1	1	12m→12m	ORGANIC
CMD	!prime	×1	1	12m→12m	ORGANIC
CMD	!rules	×1	1	29m→29m	ORGANIC
CMD	!shirt	×1	1	39m→39m	ORGANIC
LINK	youtube.com	×1	1	143m→143m	ORGANIC
CMD	!code	×1	1	192m→192m	ORGANIC
CMD	!following	×1	1	201m→201m	ORGANIC
CMD	!plink2	×1	1	228m→228m	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

ES1.5%
EN27.0%
OTHER / EMOTE-ONLY71.5%

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 17,351CHATTERS 1961POS 2,536NEG 306TOP KEYWORD “GAMBA” ×978GINI 0.731BOTS 4PEAK ×7.2 @ 54m

Insym's Welcome to the Game III stream "Testing if 1337 Mode is Actually Possible (with a Jackpot)" on Jul 19, 2026 generated 17,351 messages from 1,961 unique chatters (59.8 msgs/min average, peaking at 328/min). Sentiment ran 2,536 positive vs 306 negative, and the top keyword was "gamba" (×978). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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Insym stream analytics summary