ironmouse — Just Chatting stream analytics — Jul 14, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 14, 2026 · VOD 2819467742

Chat mood & viewers

51,249 MSGS

Positive

2,918

5.7% of msgs

Negative

354

0.7% of msgs

Neutral

47,977

93.6% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

2,918 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

252:00-0.02→-0.37Δ-0.35
253:00-0.37→-0.02Δ+0.35
272:00-0.17→0.13Δ+0.30
225:000.00→0.25Δ+0.25

Mood regime · per minute

612 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

612 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

16:00INFLUX×18clip suggested Watch VOD
144 first-time chatters in one minute (raid-like influx)
- melancholeah: it literally sounds great
- unknowinglyorotherwise: ironmouseLOVE ironmousePATS ironmouseLOVE ironmousePATS ironmouseLOVE ironmouseP
19:00EMOTES×15.9clip suggested Watch VOD
322 emote msgs — ×15.9 the average
- Scoutbender17: Palworld????
- justwanderedin: ironmousePATS ironmousePATS ironmousePATS ironmousePATS
19:00INFLUX×9.4clip suggested Watch VOD
75 first-time chatters in one minute (raid-like influx)
- Scoutbender17: Palworld????
- justwanderedin: ironmousePATS ironmousePATS ironmousePATS ironmousePATS
20:00EMOTES×10.5clip suggested Watch VOD
212 emote msgs — ×10.5 the average
- WinterRaven26: sending you lots of love Mouse!
- voxconcordia: ironmousePATS ironmousePATS ironmousePATS ironmousePATS ironmousePATS ironmouseP
21:00EMOTES×9.3clip suggested Watch VOD
189 emote msgs — ×9.3 the average
- red_panda_mochi: ironmousePATS <3
- JDTechnic: Please dont push yourself ironmouseLOVE

Keyword tracker

TOP 14

mouse1,416
that1,242
mousey1,046
here878
love857
ironmouse793
https723
subscribed713
your713
this712
with682
like618
will606
just605

Bot radar

15 FLAGGED

Suspect	Msgs	Score	Conf	Signals
streamelements	608	1.00	known	known bot account
nightbot	55	1.00	known	known bot account
crogel23	18	0.55	medium	15 messages fired <2s apart · 16.4 msgs/min sustained
david_usgames	33	0.45	medium	repeated one message ×23 (70% of output)
musickey	25	0.45	medium	repeated one message ×13 (52% of output)
shochomi	20	0.45	medium	repeated one message ×10 (50% of output)
teiyinnt	19	0.45	medium	repeated one message ×13 (68% of output)
ampthe_vamp	18	0.45	medium	repeated one message ×9 (50% of output)
r1bnc	16	0.45	medium	repeated one message ×9 (56% of output)
dani_pandacat	15	0.45	medium	repeated one message ×8 (53% of output)
luvenia	14	0.45	medium	repeated one message ×7 (50% of output)
lesley_san	13	0.45	medium	repeated one message ×8 (62% of output)
ayeee_cringe	12	0.45	medium	repeated one message ×8 (67% of output)
n3koj1ta	12	0.45	medium	repeated one message ×7 (58% of output)
kai_lotus528	11	0.45	medium	repeated one message ×6 (55% of output)

Emote pulse

TOP 8

ironmousePATS24,601
ironmouseLOVE17,172
ironmouseSABERDANCE3,635
ironmouseLETSGOHYPE2,722
ironmouseOMEGALUL1,522
ironmouseRAVE1,435
LUL1,158
ironmouseHEADBANG1,008

Evidence tape

6 MSGS

00:00ZWith3esOPENER
ZWith3es subscribed with Prime. They've subscribed for 11 months!
10:00StreamElementsPING
Discord https://discord.gg/preciousfamily | Youtube http://www.youtube.com/ironmouseparty | Youtube VODs https://www.you
14:00SeptariusPING
@ironmouse I do not :(
14:00GrandMasterRNGPING
@ironmouse nope
14:00Rocker2999PING
@ironmouse it’s muted for us
14:00StreamElementsPING
Discord https://discord.gg/preciousfamily | Youtube http://www.youtube.com/ironmouseparty | Youtube VODs https://www.you

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Total messagesverified chat dump611 min · 212,403 views

Chat rate · per minute

H 542AVG 83.76 PEAKS

burst heat · 0m → 611m

Cumulative messages

RUNNING TOTAL

New chatters / min

FIRST SEEN

Top moments · chat bursts

≥1.3× AVG · 2M APART

0116:00 · 542 msgs×6.5
trending: “ironmouseLOVE”
- melancholeah: it literally sounds great
- unknowinglyorotherwise: ironmouseLOVE ironmousePATS ironmouseLOVE ironmousePATS ironmouseLOVE ironmousePATS ironmo
- ぽてっちぃ: ironmouseJam
0219:00 · 452 msgs×5.4
trending: “ironmousePATS”
- Scoutbender17: Palworld????
- justwanderedin: ironmousePATS ironmousePATS ironmousePATS ironmousePATS
- Squidcub: HIGHORNMOUSE
0322:00 · 392 msgs×4.7
trending: “ironmousePATS”
- Saiegel01: WinnieHuh
- FunNLaffter: Thanks for the sub @illuthian
- bubncub: Not nearly as bad but I'm sick too today so its no big mouse
0424:00 · 423 msgs×5.1
trending: “ironmouseLOVE”
- nicoleparker1: Totally valid mousey
- wendymoto: WE LOVA YOUUU
- dragonage1987: We understand
05152:00 · 536 msgs×6.4
trending: “mic”
- vibingbeni: Hes so scuffed
- EricRyland: CAN I GET A NUMBER 3
- arrdent: perfection
06278:00 · 329 msgs×3.9
trending: “ironmousePATS”
- TakaBakashi: Buh Boooi!
- brandor1g: dwah no dying light Sadge
- Koekore: bye monke bye garnt

Chat tape · highlights

00:00ZWith3esOPENER
ZWith3es subscribed with Prime. They've subscribed for 11 months!
10:00StreamElementsPING
Discord https://discord.gg/preciousfamily | Youtube http://www.youtube.com/ironmouseparty | Youtube VODs https://www.you
14:00SeptariusPING
@ironmouse I do not :(
14:00GrandMasterRNGPING
@ironmouse nope
14:00Rocker2999PING
@ironmouse it’s muted for us
14:00StreamElementsPING
Discord https://discord.gg/preciousfamily | Youtube http://www.youtube.com/ironmouseparty | Youtube VODs https://www.you
16:00melancholeahPEAK
it literally sounds great
16:00unknowinglyorotherwisePEAK
ironmouseLOVE ironmousePATS ironmouseLOVE ironmousePATS ironmouseLOVE ironmousePATS ironmouseLOVE ironmousePATS ironmous

Top chatter

RANK 01

Caius_SilvanusVT

MSGS
SENT

FIRST SEEN 11:00 · 1.8% OF ALL CHAT

Unique chatters

4,901

2% of viewers

Msgs / chatter

10.5

51,249 msgs total

From subs

13%

6,524 msgs

Bots filtered

663 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS21% OF CHAT

#	Chatter	Badges	Msgs	Share
01	Caius_SilvanusVT		924	1.8%
02	GamingGuy9029		736	1.4%
03	Agatharn		722	1.4%
04	fezzaf40		697	1.4%
05	weekndchiefs15	SUB	622	1.2%
06	StreamElements	MODBOT	608	1.2%
07	7thshinyapple	SUB	559	1.1%
08	cloudrune_72		531	1.0%
09	ralphibus		502	1.0%
10	ntegr8		497	1.0%
11	FxSandwich		489	1.0%
12	Vellyne		485	0.9%
13	chimera_thorn	SUB	468	0.9%
14	YIzDisSoHard	SUB	460	0.9%
15	fheteran		453	0.9%
16	SpookySoul		426	0.8%
17	alchemist_of_evermore		396	0.8%
18	WallBroBart		340	0.7%
19	EricRyland		327	0.6%
20	lDeviouss		305	0.6%

User types · badge mix

170 BADGES

CDAWG-CYCLETHON-5-BADGE17,112 · 33%
SUBSCRIBER6,312 · 12%
BITS2,587 · 5%
SUB-GIFTER2,271 · 4%
FINAL-FANTASY-XIV-FAN-FESTIVAL-2026-NA---FAT-CAT2,060 · 4%
PREMIUM1,996 · 4%
MODERATOR1,588 · 3%
NASA-ARTEMIS-II1,409 · 3%

New chatters · arrival curve

4901 TOTAL

first-message arrivals · 0m → 611m

120 joined in the first 2 minutes = 2% of all chatters

Returning

1514

≥5 msgs sent

One-and-done

1948

single message

Most mentioned

1,228 @s

@ironmouse106 · 52u
@caius_silvanusvt62 · 32u
@fxsandwich51 · 22u
@cdawg30 · 24u
@vellyne25 · 21u
@mouseclipsofficial15 · 1u
@gigguk15 · 10u
@reptaralex15 · 14u

Top interactors

WHO PINGS MOST

streamelements168
fxsandwich56
caius_silvanusvt52
vellyne41
a_star_inthe_multivrs22
michaeliii521
fiafrex17
xenodrago3016

Chat tape

NOTABLE MSGS

00:00ZWith3esOPENER
ZWith3es subscribed with Prime. They've subscribed for 11 months!
10:00StreamElementsPING
Discord https://discord.gg/preciousfamily | Youtube http://www.youtube.com/ironmouseparty | Youtube VODs https://www.you
14:00SeptariusPING
@ironmouse I do not :(
14:00GrandMasterRNGPING
@ironmouse nope
14:00Rocker2999PING
@ironmouse it’s muted for us
14:00StreamElementsPING
Discord https://discord.gg/preciousfamily | Youtube http://www.youtube.com/ironmouseparty | Youtube VODs https://www.you
16:00melancholeahPEAK
it literally sounds great
16:00unknowinglyorotherwisePEAK
ironmouseLOVE ironmousePATS ironmouseLOVE ironmousePATS ironmouseLOVE ironmousePATS ironmouseLOVE ironmousePATS ironmous

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

12%

6,398 msgs

Top 50 chatters

31%

15,986 msgs

Remaining

4851

share 69%

TOP 10 · 12%REST · 4891 CHATTERS · 88%

ironmousePATS ×24601ironmouseLOVE ×17172ironmouseSABERDANCE ×3635ironmouseLETSGOHYPE ×2722ironmouseOMEGALUL ×1522ironmouseRAVE ×1435LUL ×1158ironmouseHEADBANG ×1008ironmouseWiggly ×980ironmouseRun ×858

Emote volume

MSGS W/ EMOTES

Of all messages

24.2%

51,249 msgs scanned

Emote codes

66,728 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

14,026

12,981

12,767

7,295

3,018

1,142

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

Median

14 ch

P90

69 ch

Max

500 ch

Chat DNA

% OF ALL MSGS

Caps rage

6.2%

3,165 msgs

Questions

4.3%

2,226 msgs

Mentions

2.3%

1,204 @calls

Commands

0.3%

164 !calls

CAPS6.2%
QUESTIONS4.3%
MENTIONS2.3%
COMMANDS0.3%

Top multiplier

#1 EMOTE

ironmousePATS

official emote · per-minute flow

02ironmouseLOVE×17172
03ironmouseSABERDANCE×3635
04ironmouseLETSGOHYPE×2722

Emote leaderboard

OFFICIAL7TV-STYLE

ironmousePATS×24,601
ironmouseLOVE×17,172
ironmouseSABERDANCE×3,635
ironmouseLETSGOHYPE×2,722
ironmouseOMEGALUL×1,522
ironmouseRAVE×1,435
LUL×1,158
ironmouseHEADBANG×1,008
ironmouseWiggly×980
ironmouseRun×858
ironmouseCLAP×846
ironmouseBLANKIEDANCE×800
ironmouseThoomin×686
ironmouseCHATHUG×650
ironmouseICANT×624
ironmouseKEK×550

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	ironmousePATS ironmousePATS ironmousePATS	×530	238	8m→610m	VIRAL
02	ironmousePATS ironmousePATS ironmousePATS ironmousePATS	×377	199	1m→610m	VIRAL
03	clappi	×341	174	43m→597m	VIRAL
04	ironmousePATS ironmousePATS ironmousePATS ironmousePATS ironmousePATS	×314	180	0m→611m	VIRAL
05	om ͏	×293	124	17m→599m	VIRAL
06	ironmousePATS	×284	130	2m→610m	VIRAL
07	AAAA	×272	185	16m→598m	VIRAL
08	KEKW	×227	85	18m→608m	VIRAL
09	ironmouseLOVE ironmouseLOVE ironmouseLOVE ironmouseLOVE	×198	113	1m→610m	VIRAL
10	LETSGO	×192	115	1m→477m	VIRAL

Keyword cloud

TOP 18 TOKENS

mouse₁₄₁₆that₁₂₄₂mousey₁₀₄₆here₈₇₈love₈₅₇ironmouse₇₉₃https₇₂₃subscribed₇₁₃your₇₁₃this₇₁₂with₆₈₂like₆₁₈will₆₀₆just₆₀₅what₅₈₀ironmouseluv₅₇₄have₅₇₃good₅₆₅

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

16:00melancholeahPEAK
it literally sounds great
16:00unknowinglyorotherwisePEAK
ironmouseLOVE ironmousePATS ironmouseLOVE ironmousePATS ironmouseLOVE ironmousePATS ironmouseLOVE ironmousePATS ironmous
16:00ぽてっちぃPEAK
ironmouseJam
16:00GrandMasterRNGPEAK
I had to max out my volume to hear it but its there
16:00A_Star_inthe_MultiVrsPEAK
super low KEKW @ironmouse
16:00stella_kimoto_master1500PEAK
kiseki24Clap kiseki24Clap kiseki24Clap kiseki24Clap
22:00fezzaf40WALL
ironmousePATS ironmouseLOVE ironmousePATS ironmouseLOVE ironmousePATS ironmouseLOVE ironmousePATS ironmouseLOVE ironmous

User colors

TOP 16

Participation inequality

4,901 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

31%

49 users

Top 5%

56%

245 users

Top 10%

70%

490 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 msg1,948USERS1,948MSGS3.8%
2-4 msgs1,439USERS3,855MSGS7.5%
5-19 msgs1,008USERS9,389MSGS18.3%
20+ msgs506USERS36,057MSGS70.4%

506 super-active users (10.3% of chatters) wrote 70% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@ironmouse106 · by 52 users
@caius_silvanusvt62 · by 32 users
@fxsandwich51 · by 22 users
@cdawg30 · by 24 users
@vellyne25 · by 21 users
@mouseclipsofficial15 · by 1 users
@gigguk15 · by 10 users
@reptaralex15 · by 14 users
@emma_nutella5814 · by 8 users
@fiafrex13 · by 8 users

Top interactors

WHO REACHES OUT

streamelements168 sent
fxsandwich56 sent
caius_silvanusvt52 sent
vellyne41 sent
a_star_inthe_multivrs22 sent
michaeliii521 sent
fiafrex17 sent
xenodrago3016 sent
buzzshott16 sent
emma_nutella5815 sent

Badge mix

TOP 8

CDAWG-CYCLETHON-5-BADGE17112 · 33%
SUBSCRIBER6312 · 12%
BITS2587 · 5%
SUB-GIFTER2271 · 4%
FINAL-FANTASY-XIV-FAN-FESTIVAL-2026-NA---FAT-CAT2060 · 4%
PREMIUM1996 · 4%
MODERATOR1588 · 3%
NASA-ARTEMIS-II1409 · 3%

Core community

198

≥3 interactions

Drive-by

1,869

1 msg · 0 interactions

Mentions

1,228

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	streamelements	→	mouseclipsofficial	15
02	caius_silvanusvt	→	fxsandwich	14
03	streamelements	→	ironmouse	13
04	a_star_inthe_multivrs	→	fxsandwich	9
05	fxsandwich	→	caius_silvanusvt	9
06	shygghost	→	caius_silvanusvt	9
07	caius_silvanusvt	→	shygghost	8
08	suppz_	→	ironmouse	7
09	cloudrune_72	→	caius_silvanusvt	6
10	lokixlegendx77	→	ironmouse	6
11	fxsandwich	→	vellyne	5
12	streamelements	→	zee1134	5

Chat tape

NOTABLE MESSAGES

00:00ZWith3esOPENER
ZWith3es subscribed with Prime. They've subscribed for 11 months!
10:00StreamElementsPING
Discord https://discord.gg/preciousfamily | Youtube http://www.youtube.com/ironmouseparty | Youtube VODs https://www.you
14:00SeptariusPING
@ironmouse I do not :(
14:00GrandMasterRNGPING
@ironmouse nope
14:00Rocker2999PING
@ironmouse it’s muted for us
14:00StreamElementsPING
Discord https://discord.gg/preciousfamily | Youtube http://www.youtube.com/ironmouseparty | Youtube VODs https://www.you

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

0.77

0 = broad, 1 = few voices

Loyal chatters

1514

≥5 msgs

Sub messages

13%

paying-fan share

Brand safety

MEASURED · LEXICON

ASafety grade

Score / 100

PROFANITY0.3%
CAPS RAGE6.2%
SPAM/PASTA8.7%
BOT MSGS1.3%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	tts.monster	×104	1	2m→596m	BOT TIMER
LINK	merch.ironmouse.app	×57	1	10m→610m	BOT TIMER
LINK	ffc.click	×56	2	90m→278m	BOT TIMER
LINK	youtube.com	×51	1	10m→610m	BOT TIMER
CMD	!etb	×44	36	90m→278m	ORGANIC
LINK	rzr.to	×41	1	12m→597m	BOT TIMER
LINK	checkout.conventions.leapevent.tech	×30	1	1m→610m	BOT TIMER
LINK	plasmahero.org	×30	1	14m→594m	BOT TIMER
LINK	pptaglobal.org	×30	1	14m→594m	BOT TIMER
LINK	ohmonah.shop	×25	1	6m→596m	BOT TIMER
LINK	hottopic.com	×25	1	21m→611m	BOT TIMER
LINK	apari-shop.com	×24	1	20m→595m	BOT TIMER
LINK	starforgesystems.com	×23	1	0m→602m	BOT TIMER
LINK	starforgepc.com	×23	1	0m→602m	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

ES0.9%
EN20.6%
OTHER / EMOTE-ONLY78.5%

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 51,249CHATTERS 4901POS 2,918NEG 354TOP KEYWORD “MOUSE” ×1416GINI 0.771BOTS 15PEAK ×18 @ 16m

ironmouse's Just Chatting stream "Gonna try to Escape the Backrooms | #ad | !ETB | !cheeky | !starforge | !tts | !merch | !razer" on Jul 14, 2026 generated 51,249 messages from 4,901 unique chatters (83.7 msgs/min average, peaking at 542/min). Sentiment ran 2,918 positive vs 354 negative, and the top keyword was "mouse" (×1416). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

Ask me something about the stream

ironmouse stream analytics summary