Insym — Welcome to the Game III stream analytics — Jul 17, 2026

FULL STREAM INTELLIGENCE · Welcome to the Game III

Jul 17, 2026 · VOD 2822190655

Chat mood & viewers

25,888 MSGS

Positive

3,739

14.4% of msgs

Negative

401

1.5% of msgs

Neutral

21,748

84.0% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

3,739 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

421:000.03→-0.54Δ-0.57
422:00-0.54→0.02Δ+0.56
173:000.56→0.07Δ-0.49
225:000.41→0.06Δ-0.35
41:000.02→0.35Δ+0.33
185:000.29→-0.04Δ-0.33

Mood regime · per minute

438 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

438 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

82:00INFLUX×6.3clip suggested Watch VOD
40 first-time chatters in one minute (raid-like influx)
- yourfavcutie: ???? POGGGGGGG
- BlueBerryBird3B: HOLY POGGERS
82:00EMOTES×5.5clip suggested Watch VOD
95 emote msgs — ×5.5 the average
- yourfavcutie: ???? POGGGGGGG
- BlueBerryBird3B: HOLY POGGERS
128:00INFLUX×7clip suggested Watch VOD
45 first-time chatters in one minute (raid-like influx)
- potatoforsale: insymHappy
- eurydamass: Mfw the streamer is a real person and doesn’t exist solely for my entertainment
128:00EMOTES×6.2clip suggested Watch VOD
107 emote msgs — ×6.2 the average
- potatoforsale: insymHappy
- eurydamass: Mfw the streamer is a real person and doesn’t exist solely for my entertainment
131:00INFLUX×7clip suggested Watch VOD
45 first-time chatters in one minute (raid-like influx)
- kingofthebeats: @Insym known bug
- blackicegryphon: That was nice of him

Keyword tracker

TOP 14

that1,001
this788
tanner746
have682
game642
just639
what566
lucas558
like496
tier472
with462
insym436
adam430
gifted403

Bot radar

3 FLAGGED

Suspect	Msgs	Score	Conf	Signals
noaharzi	35	0.55	medium	30 messages fired <2s apart · 8.6 msgs/min sustained
finnerince	11	0.45	medium	repeated one message ×7 (64% of output)
cozeko_official	8	0.45	medium	repeated one message ×4 (50% of output)

Emote pulse

TOP 8

insymJAM3,914
insymHug1,268
KEKW1,260
LUL1,192
insymWave599
insymAboo568
insymNod543
<3448

Evidence tape

6 MSGS

00:00dracayeeOPENER
HELLOO
02:00themadamjesterPING
@insym early stream??
02:00sinan1195PING
wait... theres an achivement called spend 10 hours in tanners crime scene, theres no way its actually sitting there for
04:00koston101PING
@Insym any patch since yesterday?
04:00sinan1195PING
how can we do that, doesnt he run a straight line down the middle? @Insym
04:00opticloud_mazipPING
@Insym where's Left 4 Dead 2

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Total messagesverified chat dump438 min · 80,580 views

Chat rate · per minute

H 385AVG 59.16 PEAKS

burst heat · 0m → 437m

Cumulative messages

RUNNING TOTAL

New chatters / min

FIRST SEEN

Top moments · chat bursts

≥1.3× AVG · 2M APART

0182:00 · 279 msgs×4.7
trending: “POGGERS”
- yourfavcutie: ???? POGGGGGGG
- BlueBerryBird3B: HOLY POGGERS
- Sweet___Melody: WHAT POG mejiOMFG PogChamp
02128:00 · 269 msgs×4.6
trending: “POGGERS”
- potatoforsale: insymHappy
- eurydamass: Mfw the streamer is a real person and doesn’t exist solely for my entertainment
- voidpour: @Moriarteachan always say thank you to chatgpt and be spared
03131:00 · 385 msgs×6.5
trending: “KEKW”
- kingofthebeats: @Insym known bug
- blackicegryphon: That was nice of him
- Vyalkuran: you went through the wall when he pushed you @Insym
04199:00 · 217 msgs×3.7
trending: “you”
- veky1993: Do you mark those two lines between your eyes.
- gummiebunnie_: This looks so difficult
- ExoticMonkeyManne: have you found any tanner countermeasures or is it just a case of checking?
05306:00 · 362 msgs×6.1
trending: “KEKW”
- dragmarim: Depends on how comfortable you are with your codebase lol. If you're super comfortable, lo
- buzookajoe: For programming typing fast isn't necessary, but it can give you more time to think if you
- benomnn: its wraps
06398:00 · 188 msgs×3.2
trending: “insymZephyr”
- TheDoodox: Cursed Hack KEKW
- Timmy087: Insym been playing too long
- myths_atlas: insymAboo2

Chat tape · highlights

00:00dracayeeOPENER
HELLOO
02:00themadamjesterPING
@insym early stream??
02:00sinan1195PING
wait... theres an achivement called spend 10 hours in tanners crime scene, theres no way its actually sitting there for
04:00koston101PING
@Insym any patch since yesterday?
04:00sinan1195PING
how can we do that, doesnt he run a straight line down the middle? @Insym
04:00opticloud_mazipPING
@Insym where's Left 4 Dead 2
41:00largest69WALL
I have a theory on Lucas too, the key. I forgot to pick up the key earlier, when I caught myself it was no longer there
131:00kingofthebeatsPEAK
@Insym known bug

Top chatter

RANK 01

BlueBerryBird3B

MSGS
SENT

FIRST SEEN 6:00 · 2.9% OF ALL CHATSUB

Unique chatters

2,798

3% of viewers

Msgs / chatter

9.3

25,888 msgs total

From subs

33%

8,516 msgs

Bots filtered

0 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS20% OF CHAT

#	Chatter	Badges	Msgs	Share
01	BlueBerryBird3B	SUB	740	2.9%
02	AdinaCM	VIP	516	2.0%
03	princesspersica	VIP	451	1.7%
04	simpdaddie	SUB	301	1.2%
05	KJay0315	VIP	298	1.2%
06	Reanna730	VIP	274	1.1%
07	PyroKujo	SUB	271	1.0%
08	hexicGrind	SUB	250	1.0%
09	benomnn		228	0.9%
10	veky1993	MOD	221	0.9%
11	Tim_Timmitus		217	0.8%
12	beefcake7900	SUB	214	0.8%
13	officer_tyler_13	SUB	192	0.7%
14	hawk993	SUB	177	0.7%
15	AllyLovely		163	0.6%
16	esme13_98	SUBVIP	162	0.6%
17	pyrokaji		161	0.6%
18	mkatherine3241	SUB	154	0.6%
19	Sweet___Melody		153	0.6%
20	Rivonnell	VIP	151	0.6%

User types · badge mix

151 BADGES

SUBSCRIBER7,935 · 31%
BLOSSOM-BADGE5,006 · 19%
PREMIUM2,654 · 10%
VIP2,601 · 10%
BITS859 · 3%
SUB-GIFTER774 · 3%
TWITCH-RECAP-2025620 · 2%
MODERATOR554 · 2%

New chatters · arrival curve

2798 TOTAL

first-message arrivals · 0m → 437m

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

Returning

862

≥5 msgs sent

One-and-done

1107

single message

Most mentioned

4,688 @s

@insym286 · 133u
@hexicgrind227 · 181u
@princesspersica158 · 104u
@veky1993109 · 71u
@blueberrybird3b85 · 59u
@adinacm66 · 53u
@rivonnell66 · 32u
@rae_realism60 · 51u

Top interactors

WHO PINGS MOST

princesspersica218
blueberrybird3b157
rae_realism152
veky199396
timedtiger4840381
mkatherine324180
reanna73059
beefcake790052

Chat tape

NOTABLE MSGS

00:00dracayeeOPENER
HELLOO
02:00themadamjesterPING
@insym early stream??
02:00sinan1195PING
wait... theres an achivement called spend 10 hours in tanners crime scene, theres no way its actually sitting there for
04:00koston101PING
@Insym any patch since yesterday?
04:00sinan1195PING
how can we do that, doesnt he run a straight line down the middle? @Insym
04:00opticloud_mazipPING
@Insym where's Left 4 Dead 2
41:00largest69WALL
I have a theory on Lucas too, the key. I forgot to pick up the key earlier, when I caught myself it was no longer there
131:00kingofthebeatsPEAK
@Insym known bug

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

14%

3,550 msgs

Top 50 chatters

33%

8,553 msgs

Remaining

2748

share 67%

TOP 10 · 14%REST · 2788 CHATTERS · 86%

insymJAM ×3914insymHug ×1268KEKW ×1260LUL ×1192insymWave ×599insymAboo ×568insymNod ×543<3 ×448insymAboo2 ×438insymHi ×422

Emote volume

MSGS W/ EMOTES

Of all messages

29.3%

25,888 msgs scanned

Emote codes

14,422 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

4,260

6,116

9,239

4,925

1,237

110

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

Median

21 ch

P90

63 ch

Max

483 ch

Chat DNA

% OF ALL MSGS

Caps rage

5.2%

1,346 msgs

Questions

10.5%

2,725 msgs

Mentions

16.2%

4,200 @calls

Commands

0.1%

23 !calls

CAPS5.2%
QUESTIONS10.5%
MENTIONS16.2%
COMMANDS0.1%

Top multiplier

#1 EMOTE

insymJAM

official emote · per-minute flow

02insymHug×1268
03KEKW×1260
04LUL×1192

Emote leaderboard

OFFICIAL7TV-STYLE

insymJAM×3,914
insymHug×1,268
KEKW×1,260
LUL×1,192
insymWave×599
insymAboo×568
insymNod×543
<3×448
insymAboo2×438
insymHi×422
POGGERS×371
insymHeart×284
insymPray×206
insymZephyr×186
NotLikeThis×180
Clap×177

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	KEKW	×574	223	0m→435m	VIRAL
02	POGGERS	×266	123	5m→413m	VIRAL
03	Joel	×138	81	0m→371m	VIRAL
04	insymJAM insymJAM insymJAM	×119	85	1m→409m	VIRAL
05	insymNod	×109	22	1m→437m	VIRAL
06	Clap	×106	61	28m→435m	VIRAL
07	NOOO	×92	47	24m→394m	VIRAL
08	insymJAM insymJAM insymJAM insymJAM	×89	74	6m→435m	VIRAL
09	insymJAM	×78	47	2m→428m	VIRAL
10	HYPERS	×76	29	0m→417m	VIRAL

Keyword cloud

TOP 18 TOKENS

that₁₀₀₁this₇₈₈tanner₇₄₆have₆₈₂game₆₄₂just₆₃₉what₅₆₆lucas₅₅₈like₄₉₆tier₄₇₂with₄₆₂insym₄₃₆adam₄₃₀gifted₄₀₃door₃₉₂maybe₃₈₅time₃₈₀there₃₅₀

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

41:00largest69WALL
I have a theory on Lucas too, the key. I forgot to pick up the key earlier, when I caught myself it was no longer there
131:00kingofthebeatsPEAK
@Insym known bug
131:00blackicegryphonPEAK
That was nice of him
131:00VyalkuranPEAK
you went through the wall when he pushed you @Insym
131:00AceDaMace1PEAK
noclipped you!!!
131:00Timmy087PEAK
@Insym This happened to MoonMoon as well
131:00MirabethRosePEAK
Oh it glitched. Uh oh.

User colors

TOP 16

Participation inequality

2,798 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

25%

28 users

Top 5%

52%

140 users

Top 10%

67%

280 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 msg1,107USERS1,107MSGS4.3%
2-4 msgs829USERS2,230MSGS8.6%
5-19 msgs588USERS5,407MSGS20.9%
20+ msgs274USERS17,144MSGS66.2%

274 super-active users (9.8% of chatters) wrote 66% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@insym286 · by 133 users
@hexicgrind227 · by 181 users
@princesspersica158 · by 104 users
@veky1993109 · by 71 users
@blueberrybird3b85 · by 59 users
@adinacm66 · by 53 users
@rivonnell66 · by 32 users
@rae_realism60 · by 51 users
@reanna73058 · by 44 users
@pyrokaji58 · by 37 users

Top interactors

WHO REACHES OUT

princesspersica218 sent
blueberrybird3b157 sent
rae_realism152 sent
veky199396 sent
timedtiger4840381 sent
mkatherine324180 sent
reanna73059 sent
beefcake790052 sent
pfaufuenf51 sent
magpie_fen51 sent

Badge mix

TOP 8

SUBSCRIBER7935 · 31%
BLOSSOM-BADGE5006 · 19%
PREMIUM2654 · 10%
VIP2601 · 10%
BITS859 · 3%
SUB-GIFTER774 · 3%
TWITCH-RECAP-2025620 · 2%
MODERATOR554 · 2%

Core community

502

≥3 interactions

Drive-by

903

1 msg · 0 interactions

Mentions

4,688

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	zapmolcuno69	→	insym	16
02	pyrokujo	→	insym	15
03	imeffingmoes	→	insym	15
04	darkwolf6300	→	insym	13
05	blueberrybird3b	→	veky1993	10
06	dr_sabretooth	→	insym	10
07	timedtiger48403	→	magpie_fen	10
08	v0yra	→	insym	9
09	fraeoffancy	→	hexicgrind	9
10	magpie_fen	→	timedtiger48403	9
11	veky1993	→	blueberrybird3b	8
12	getfluffed11	→	insym	8

Chat tape

NOTABLE MESSAGES

00:00dracayeeOPENER
HELLOO
02:00themadamjesterPING
@insym early stream??
02:00sinan1195PING
wait... theres an achivement called spend 10 hours in tanners crime scene, theres no way its actually sitting there for
04:00koston101PING
@Insym any patch since yesterday?
04:00sinan1195PING
how can we do that, doesnt he run a straight line down the middle? @Insym
04:00opticloud_mazipPING
@Insym where's Left 4 Dead 2

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

0.75

0 = broad, 1 = few voices

Loyal chatters

862

≥5 msgs

Sub messages

33%

paying-fan share

Brand safety

MEASURED · LEXICON

ASafety grade

Score / 100

PROFANITY0.3%
CAPS RAGE5.2%
SPAM/PASTA8.4%
BOT MSGS0.0%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	twitch.tv	×48	16	18m→436m	ORGANIC
CMD	!lurk	×2	2	1m→298m	ORGANIC
CMD	!hug	×2	2	2m→146m	ORGANIC
CMD	!time	×2	2	8m→19m	ORGANIC
CMD	!rules	×2	1	69m→403m	ORGANIC
CMD	!vanish	×2	2	150m→150m	ORGANIC
CMD	!suggest	×1	1	42m→42m	ORGANIC
LINK	forms.gle	×1	1	42m→42m	ORGANIC
CMD	!followage	×1	1	119m→119m	ORGANIC
LINK	x.com	×1	1	153m→153m	ORGANIC
CMD	!ads	×1	1	260m→260m	ORGANIC
CMD	!prime	×1	1	260m→260m	ORGANIC
CMD	!dutch	×1	1	261m→261m	ORGANIC
CMD	!chat	×1	1	285m→285m	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

ES1.3%
EN32.9%
OTHER / EMOTE-ONLY65.8%

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 25,888CHATTERS 2798POS 3,739NEG 401TOP KEYWORD “THAT” ×1001GINI 0.746BOTS 3PEAK ×8.2 @ 132m

Insym's Welcome to the Game III stream "WELCOME TO THE GAME 3 is INSANE - Discovering All the Secrets RIGHT HERE" on Jul 17, 2026 generated 25,888 messages from 2,798 unique chatters (59.1 msgs/min average, peaking at 385/min). Sentiment ran 3,739 positive vs 401 negative, and the top keyword was "that" (×1001). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

Ask me something about the stream

Insym stream analytics summary