ironmouse — Just Chatting stream analytics — Jul 18, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 18, 2026 · VOD 2822641535

Chat mood & viewers

53,999 MSGS

Positive

2,402

4.4% of msgs

Negative

226

0.4% of msgs

Neutral

51,371

95.1% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

2,402 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

259:000.41→0.04Δ-0.37
258:000.08→0.41Δ+0.33

Mood regime · per minute

722 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

722 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

04:00INFLUX×7.5clip suggested Watch VOD
46 first-time chatters in one minute (raid-like influx)
- RichstonC: WHENS THE NEXT SONG COLLAB
- jmr8069: ironmouseLETSGOHYPE ironmouseLETSGOHYPE ironmouseLETSGOHYPE ironmouseLETSGOHYPE
31:00INFLUX×22.4clip suggested Watch VOD
138 first-time chatters in one minute (raid-like influx)
- elljay02: ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE ironmouseBLANK
- UltimaKing2468: @ironmouse hewo Mousey nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWav
31:00SPIKE×7.9clip suggested Watch VOD
588 msgs — ×7.9 the stream average
- elljay02: ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE ironmouseBLANK
- UltimaKing2468: @ironmouse hewo Mousey nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWav
31:00EMOTES×7.1clip suggested Watch VOD
150 emote msgs — ×7.1 the average
- elljay02: ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE ironmouseBLANK
- UltimaKing2468: @ironmouse hewo Mousey nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWav
32:00INFLUX×13.1clip suggested Watch VOD
81 first-time chatters in one minute (raid-like influx)
- gsus128: ironmouseLOVE ironmouseLOVE
- GamingGuy9029: impressSocute henyaSocute impressSocute henyaSocute impressSocute henyaSocute im

Keyword tracker

TOP 14

clappi1,823
mouse1,570
mousey1,557
tier1,079
that1,006
this848
gifted830
love778
ironmouse757
https706
your665
subscribed657
with654
here602

Bot radar

10 FLAGGED

Suspect	Msgs	Score	Conf	Signals
streamelements	647	1.00	known	known bot account
the_10th_doctor_best	14	0.55	medium	13 messages fired <2s apart · 14 msgs/min sustained
9hili9	13	0.55	medium	11 messages fired <2s apart · 13 msgs/min sustained
growilos	12	0.55	medium	11 messages fired <2s apart · 12 msgs/min sustained
ezcloudss	23	0.45	medium	repeated one message ×12 (52% of output)
david_usgames	17	0.45	medium	repeated one message ×13 (76% of output)
electrocuter	16	0.45	medium	repeated one message ×8 (50% of output)
csblee	10	0.45	medium	repeated one message ×5 (50% of output)
cuak72	7	0.45	medium	repeated one message ×4 (57% of output)
wchillinman	7	0.45	medium	repeated one message ×6 (86% of output)

Emote pulse

TOP 8

ironmousePATS17,539
ironmouseLOVE14,294
ironmouseSABERDANCE8,256
ironmouseLETSGOHYPE7,229
ironmouseRatanasjam5,580
ironmouseRAVE3,979
ironmouseCLAP3,808
ironmouseBLANKIEDANCE3,500

Evidence tape

6 MSGS

00:00VellyneOPENER
nodders
00:00StreamElementsWALL
Chat Rules: Follow Twitch TOS. 18+ ONLY. Don't backseat mod. Respect Mouse, guests, mods, & chat. Don't promote/discuss/
27:00Suppz_PING
CHOCCY MILK GANG @ironmouse
31:00elljay02PEAK
ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE
31:00UltimaKing2468PEAK
@ironmouse hewo Mousey nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekroli
31:00KnightOWL1123PEAK
QUEEN kneel

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Total messagesverified chat dump722 min · 225,631 views

Chat rate · per minute

H 588AVG 74.86 PEAKS

burst heat · 0m → 721m

Cumulative messages

RUNNING TOTAL

New chatters / min

FIRST SEEN

Top moments · chat bursts

≥1.3× AVG · 2M APART

0131:00 · 588 msgs×7.9
trending: “ironmousePATS”
- elljay02: ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE
- UltimaKing2468: @ironmouse hewo Mousey nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekroli
- KnightOWL1123: QUEEN kneel
0236:00 · 390 msgs×5.2
trending: “twerk”
- WallBroBart: ironmouseHEADBANG ironmouseHEADBANG ironmouseHEADBANG
- Rocker2999: ironmouseSABERDANCE ironmouseSABERDANCE ironmouseSABERDANCE
- Hexer: Connor should sing more LUL
0343:00 · 407 msgs×5.4
trending: “ironmouseLOVE”
- porschedude8: ironmouseCLAP ironmouseCLAP ironmouseCLAP ironmouseCLAP
- eastmankodak: ironmouseLOVE ironmouseLOVE ironmouseLOVE ironmouseLOVE ironmouseLOVE
- YIzDisSoHard: ironmousePATS ironmousePATS ironmousePATS ironmousePATS ironmousePATS ironmousePATS
0446:00 · 383 msgs×5.1
trending: “ironmouseLOVE”
- macah_: LETSGO Club Ironmouse
- SilverDragonLord: lots of love too you mouse. i hope things start getting better for you sooner rather than
- schrodingers_catatonic: HUZZAH 5GANG
0573:00 · 399 msgs×5.3
trending: “ironmouseWiggly”
- GamerFanGrl: ironmouseRAVE
- elljay02: Paint the Town is my song this week
- zsmythe378: Because it's our moment in the sun?
06156:00 · 435 msgs×5.8
trending: “the”
- Spamdalf91: i laik it
- Skeebledorp: my juice eye is leaking
- Kaelrok1: It's ketchup

Chat tape · highlights

00:00VellyneOPENER
nodders
00:00StreamElementsWALL
Chat Rules: Follow Twitch TOS. 18+ ONLY. Don't backseat mod. Respect Mouse, guests, mods, & chat. Don't promote/discuss/
27:00Suppz_PING
CHOCCY MILK GANG @ironmouse
31:00elljay02PEAK
ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE
31:00UltimaKing2468PEAK
@ironmouse hewo Mousey nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekroli
31:00KnightOWL1123PEAK
QUEEN kneel
31:00WallBroBartPEAK
ALOO ironmouseLOVE ironmouseLOVE ironmouseLOVE ironmouseLETSGOHYPE ironmouseLETSGOHYPE ironmouseLETSGOHYPE ironmousePATS
31:00raegearPEAK
MOUSEEEEEEEEEEEEEEEEEEEEEE

Top chatter

RANK 01

Caius_SilvanusVT

MSGS
SENT

FIRST SEEN 86:00 · 1.9% OF ALL CHAT

Unique chatters

4,455

2% of viewers

Msgs / chatter

12.1

53,999 msgs total

From subs

15%

8,271 msgs

Bots filtered

647 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS21% OF CHAT

#	Chatter	Badges	Msgs	Share
01	Caius_SilvanusVT		1051	1.9%
02	FxSandwich		830	1.5%
03	Vellyne	MOD	778	1.4%
04	chimera_thorn	SUB	754	1.4%
05	Agatharn		752	1.4%
06	brandor1g		668	1.2%
07	StreamElements	MODBOT	647	1.2%
08	weekndchiefs15	SUB	635	1.2%
09	GamingGuy9029		595	1.1%
10	ralphibus		508	0.9%
11	WallBroBart		490	0.9%
12	gintnaug		454	0.8%
13	SpookySoul		431	0.8%
14	cloudrune_72		428	0.8%
15	Rocker2999	SUB	427	0.8%
16	Kaelrok1	MOD	421	0.8%
17	Spamdalf91		382	0.7%
18	armored_kong		367	0.7%
19	Ichikaee		347	0.6%
20	CrocBox		337	0.6%

User types · badge mix

159 BADGES

CDAWG-CYCLETHON-5-BADGE17,757 · 33%
SUBSCRIBER8,064 · 15%
SUB-GIFTER4,606 · 9%
FINAL-FANTASY-XIV-FAN-FESTIVAL-2026-NA---FAT-CAT3,035 · 6%
MODERATOR2,325 · 4%
BITS2,184 · 4%
BLOSSOM-BADGE2,091 · 4%
NASA-ARTEMIS-II1,362 · 3%

New chatters · arrival curve

4455 TOTAL

first-message arrivals · 0m → 721m

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

Returning

1486

≥5 msgs sent

One-and-done

1797

single message

Most mentioned

1,338 @s

@ironmouse82 · 51u
@caius_silvanusvt71 · 22u
@fxsandwich54 · 20u
@vellyne54 · 31u
@naarijpg21 · 10u
@reptaralex18 · 14u
@overezeggs17 · 13u
@kaelrok115 · 14u

Top interactors

WHO PINGS MOST

streamelements133
vellyne72
fxsandwich67
caius_silvanusvt56
kaelrok139
ovencourt27
savepoint_cafe24
knightcyld19

Chat tape

NOTABLE MSGS

00:00VellyneOPENER
nodders
00:00StreamElementsWALL
Chat Rules: Follow Twitch TOS. 18+ ONLY. Don't backseat mod. Respect Mouse, guests, mods, & chat. Don't promote/discuss/
27:00Suppz_PING
CHOCCY MILK GANG @ironmouse
31:00elljay02PEAK
ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE
31:00UltimaKing2468PEAK
@ironmouse hewo Mousey nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekroli
31:00KnightOWL1123PEAK
QUEEN kneel
31:00WallBroBartPEAK
ALOO ironmouseLOVE ironmouseLOVE ironmouseLOVE ironmouseLETSGOHYPE ironmouseLETSGOHYPE ironmouseLETSGOHYPE ironmousePATS
31:00raegearPEAK
MOUSEEEEEEEEEEEEEEEEEEEEEE

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

13%

7,218 msgs

Top 50 chatters

33%

18,058 msgs

Remaining

4405

share 67%

TOP 10 · 13%REST · 4445 CHATTERS · 87%

ironmousePATS ×17539ironmouseLOVE ×14294ironmouseSABERDANCE ×8256ironmouseLETSGOHYPE ×7229ironmouseRatanasjam ×5580ironmouseRAVE ×3979ironmouseCLAP ×3808ironmouseBLANKIEDANCE ×3500ironmouseWiggly ×2748ironmouseSING ×1860

Emote volume

MSGS W/ EMOTES

Of all messages

28.1%

53,999 msgs scanned

Emote codes

85,258 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

12,837

14,709

12,015

9,108

3,982

1,327

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

Median

15 ch

P90

79 ch

Max

499 ch

Chat DNA

% OF ALL MSGS

Caps rage

6.1%

3,293 msgs

Questions

3.5%

1,912 msgs

Mentions

2.4%

1,320 @calls

Commands

0.3%

141 !calls

CAPS6.1%
QUESTIONS3.5%
MENTIONS2.4%
COMMANDS0.3%

Top multiplier

#1 EMOTE

ironmousePATS

official emote · per-minute flow

02ironmouseLOVE×14294
03ironmouseSABERDANCE×8256
04ironmouseLETSGOHYPE×7229

Emote leaderboard

OFFICIAL7TV-STYLE

ironmousePATS×17,539
ironmouseLOVE×14,294
ironmouseSABERDANCE×8,256
ironmouseLETSGOHYPE×7,229
ironmouseRatanasjam×5,580
ironmouseRAVE×3,979
ironmouseCLAP×3,808
ironmouseBLANKIEDANCE×3,500
ironmouseWiggly×2,748
ironmouseSING×1,860
ironmouseHEADBANG×1,297
ironmouseJam×1,154
ironmouseOMEGALUL×1,060
ironmouseHyper×950
ironmouseJAMMIES×874
ironmouseRAID×780

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	clappi	×1023	355	36m→720m	VIRAL
02	ironmousePATS ironmousePATS ironmousePATS	×507	212	1m→720m	VIRAL
03	Listening	×384	125	26m→682m	VIRAL
04	ironmousePATS ironmousePATS ironmousePATS ironmousePATS	×338	196	7m→721m	VIRAL
05	okie	×287	139	36m→720m	VIRAL
06	SoCute	×271	164	31m→705m	VIRAL
07	ironmouseLOVE ironmouseLOVE ironmouseLOVE	×270	130	1m→721m	VIRAL
08	HOLY	×264	132	43m→717m	VIRAL
09	ironmousePATS	×259	145	21m→721m	VIRAL
10	ironmousePATS ironmousePATS ironmousePATS ironmousePATS ironmousePATS	×240	155	2m→721m	VIRAL

Keyword cloud

TOP 18 TOKENS

clappi₁₈₂₃mouse₁₅₇₀mousey₁₅₅₇tier₁₀₇₉that₁₀₀₆this₈₄₈gifted₈₃₀love₇₇₈ironmouse₇₅₇https₇₀₆your₆₆₅subscribed₆₅₇with₆₅₄here₆₀₂like₅₆₃socute₅₅₄ascendd₅₃₁twerk₅₁₂

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

00:00StreamElementsWALL
Chat Rules: Follow Twitch TOS. 18+ ONLY. Don't backseat mod. Respect Mouse, guests, mods, & chat. Don't promote/discuss/
31:00elljay02PEAK
ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE
31:00UltimaKing2468PEAK
@ironmouse hewo Mousey nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekroli
31:00KnightOWL1123PEAK
QUEEN kneel
31:00WallBroBartPEAK
ALOO ironmouseLOVE ironmouseLOVE ironmouseLOVE ironmouseLETSGOHYPE ironmouseLETSGOHYPE ironmouseLETSGOHYPE ironmousePATS
31:00raegearPEAK
MOUSEEEEEEEEEEEEEEEEEEEEEE
31:00macah_PEAK
ALOO MOUSEY

User colors

TOP 16

Participation inequality

4,455 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

32%

45 users

Top 5%

59%

223 users

Top 10%

72%

446 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 msg1,797USERS1,797MSGS3.3%
2-4 msgs1,172USERS3,150MSGS5.8%
5-19 msgs990USERS9,095MSGS16.8%
20+ msgs496USERS39,957MSGS74.0%

496 super-active users (11.1% of chatters) wrote 74% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@ironmouse82 · by 51 users
@caius_silvanusvt71 · by 22 users
@fxsandwich54 · by 20 users
@vellyne54 · by 31 users
@naarijpg21 · by 10 users
@reptaralex18 · by 14 users
@overezeggs17 · by 13 users
@kaelrok115 · by 14 users
@zee113414 · by 8 users
@savepoint_cafe13 · by 11 users

Top interactors

WHO REACHES OUT

streamelements133 sent
vellyne72 sent
fxsandwich67 sent
caius_silvanusvt56 sent
kaelrok139 sent
ovencourt27 sent
savepoint_cafe24 sent
knightcyld19 sent
reptaralex19 sent
silvergoddess2119 sent

Badge mix

TOP 8

CDAWG-CYCLETHON-5-BADGE17757 · 33%
SUBSCRIBER8064 · 15%
SUB-GIFTER4606 · 9%
FINAL-FANTASY-XIV-FAN-FESTIVAL-2026-NA---FAT-CAT3035 · 6%
MODERATOR2325 · 4%
BITS2184 · 4%
BLOSSOM-BADGE2091 · 4%
NASA-ARTEMIS-II1362 · 3%

Core community

198

≥3 interactions

Drive-by

1,711

1 msg · 0 interactions

Mentions

1,338

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	vellyne	→	caius_silvanusvt	20
02	fxsandwich	→	caius_silvanusvt	17
03	caius_silvanusvt	→	fxsandwich	17
04	caius_silvanusvt	→	vellyne	14
05	streamelements	→	mouseclipsofficial	11
06	streamelements	→	ironmouse	11
07	ovencourt	→	naarijpg	8
08	caius_silvanusvt	→	anthy_melange	7
09	suppz_	→	ironmouse	5
10	nightmarecrow	→	ironmouse	5
11	agatharn	→	fxsandwich	4
12	brianstlouis	→	fxsandwich	4

Chat tape

NOTABLE MESSAGES

00:00VellyneOPENER
nodders
00:00StreamElementsWALL
Chat Rules: Follow Twitch TOS. 18+ ONLY. Don't backseat mod. Respect Mouse, guests, mods, & chat. Don't promote/discuss/
27:00Suppz_PING
CHOCCY MILK GANG @ironmouse
31:00elljay02PEAK
ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE ironmouseBLANKIEDANCE
31:00UltimaKing2468PEAK
@ironmouse hewo Mousey nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekrolinaWave2 nekroli
31:00KnightOWL1123PEAK
QUEEN kneel

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

0.79

0 = broad, 1 = few voices

Loyal chatters

1486

≥5 msgs

Sub messages

15%

paying-fan share

Brand safety

MEASURED · LEXICON

ASafety grade

Score / 100

PROFANITY0.3%
CAPS RAGE6.1%
SPAM/PASTA10.2%
BOT MSGS1.2%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	tts.monster	×79	1	1m→694m	BOT TIMER
LINK	youtube.com	×62	3	37m→719m	BOT TIMER
LINK	merch.ironmouse.app	×58	1	14m→720m	BOT TIMER
LINK	rzr.to	×48	1	5m→708m	BOT TIMER
CMD	!impulse	×47	16	45m→720m	ORGANIC
LINK	animeimpulse.com	×47	1	45m→720m	BOT TIMER
LINK	maestro.tv	×47	1	45m→720m	BOT TIMER
LINK	plasmahero.org	×35	1	13m→718m	BOT TIMER
LINK	pptaglobal.org	×35	1	13m→718m	BOT TIMER
LINK	checkout.conventions.leapevent.tech	×34	1	11m→702m	BOT TIMER
LINK	bit.ly	×29	1	575m→720m	BOT TIMER
LINK	apari-shop.com	×28	1	2m→719m	BOT TIMER
LINK	hottopic.com	×27	1	20m→697m	BOT TIMER
LINK	ohmonah.shop	×25	1	8m→706m	BOT TIMER

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

ES1.0%
EN16.7%
OTHER / EMOTE-ONLY82.3%

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 53,999CHATTERS 4455POS 2,402NEG 226TOP KEYWORD “CLAPPI” ×1823GINI 0.79BOTS 10PEAK ×22.4 @ 31m

ironmouse's Just Chatting stream "I’m on a train! | #ad | !denshattack | !impulse | !ohmonah | !cheeky | !starforge | !razer" on Jul 18, 2026 generated 53,999 messages from 4,455 unique chatters (74.8 msgs/min average, peaking at 588/min). Sentiment ran 2,402 positive vs 226 negative, and the top keyword was "clappi" (×1823). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

Ask me something about the stream

ironmouse stream analytics summary