perra — Just Chatting stream analytics — Jul 17, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 17, 2026 · VOD 2822046453

Chat mood & viewers

57,800 MSGS

Positive

3,954

6.8% of msgs

Negative

185

0.3% of msgs

Neutral

53,661

92.8% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

3,954 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

361:000.00→1.00Δ+1.00
1025:000.00→1.00Δ+1.00
1026:001.00→0.00Δ-1.00
1055:000.00→1.00Δ+1.00
1056:001.00→0.00Δ-1.00
1069:000.00→1.00Δ+1.00

Mood regime · per minute

2879 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

2879 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

254:00EMOTES×16clip suggested Watch VOD
16 emote msgs — ×16 the average
- Nightbot: 45677 HUH
- Awpnoob98: Hejdå Ann
504:00EMOTES×45clip suggested Watch VOD
45 emote msgs — ×45 the average
- akiwk: @honken vi var på summerburst i gbg med perra
- nexitenz: riktigt fet pike raz rockar idag
505:00EMOTES×70clip suggested Watch VOD
70 emote msgs — ×70 the average
- pjusk1_: RO flagNorway RO flagNorway
- pjusk1_: RO flagNorway RO flagNorway
724:00INFLUX×21clip suggested Watch VOD
21 first-time chatters in one minute (raid-like influx)
- kassen187: petrus börja inte ens
- Sjoovall_: jobba gbg
891:00EMOTES×26clip suggested Watch VOD
26 emote msgs — ×26 the average
- BRAUTA: EDM dwerk EDM
- Smofin: zyzzDance zyzzDance zyzzDance zyzzDance zyzzDance zyzzDance zyzzDance zyzzDance

Keyword tracker

TOP 14

dwerk2,939
banger1,598
inte1,414
perra1,351
https1,231
honken1,007
detoo961
till924
dansa923
belka696
dens676
europe640
save639
o7se616

Bot radar

12 FLAGGED

Suspect	Msgs	Score	Conf	Signals
nightbot	2,012	1.00	known	known bot account
fossabot	266	1.00	known	known bot account
streamelements	138	1.00	known	known bot account
pjusk1_	29	0.55	medium	23 messages fired <2s apart · 29 msgs/min sustained
glansen1990	58	0.45	medium	repeated one message ×38 (66% of output)
zejkies_snuskiga_fru	11	0.45	medium	repeated one message ×6 (55% of output)
sesnan	10	0.45	medium	repeated one message ×5 (50% of output)
swecody	9	0.45	medium	repeated one message ×5 (56% of output)
stiffzenmaster	8	0.45	medium	repeated one message ×5 (63% of output)
mallzool	8	0.45	medium	repeated one message ×5 (63% of output)
smattri	7	0.45	medium	repeated one message ×5 (71% of output)
postencs	6	0.45	medium	repeated one message ×4 (67% of output)

Emote pulse

TOP 8

zyzzBass2,291
zyzzDance2,282
flagSweden1,037
LUL508
GIGACHAD267
<3262
BopBop226
perrabLOL198

Evidence tape

6 MSGS

00:00baggerooOPENER
58
09:00NightbotPING
youtube.com/@perrababy
10:00NightbotPING
@perra -> Current Stream Title: 🌞 GODNATT 🌞 SOMMARTHON 🌞 CONTENT MAXXING 🌞 7000 KR GIVEAWAY 🌞 DAG 17 🌞 18+ !cskejs
12:00NightbotPING
@perra -> The stream title has been updated to: 🌞 SOMMARTHON 🌞 CONTENT MAXXING 🌞 Review och Giveaway på #PROX2SUPERST
22:00NightbotPING
youtube.com/@perrababy
28:00holonaimPING
min katt har försvunnit kan vi samla chatten i uppsala och leta på den? @perra @anny

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Total messagesverified chat dump2878 min · 305,857 views

Chat rate · per minute

H 241AVG 20.16 PEAKS

burst heat · 0m → 2878m

Cumulative messages

RUNNING TOTAL

New chatters / min

FIRST SEEN

Top moments · chat bursts

≥1.3× AVG · 2M APART

01288:00 · 173 msgs×8.6
trending: “sped”
- jaghatarfirrar: hahaahahaah
- beniz13: HAHHAHAHAH
- brinkennnn: GG LÄRARN
02290:00 · 188 msgs×9.4
trending: “WWW”
- kromosom43: @Awpnoob98 såg ut som de
- StreamElements: 5x VA combo
- farligtt: VA moffar
03505:00 · 241 msgs×12
trending: “flagSweden”
- pjusk1_: RO flagNorway RO flagNorway
- pjusk1_: RO flagNorway RO flagNorway
- pjusk1_: RO flagNorway RO flagNorway ͏
04612:00 · 192 msgs×9.6
trending: “LLL”
- Agentbulten: gg, när det blev snack om lön
- Nightbot: 45699 HUH
- 0larrson: byt tillbak tack
05724:00 · 185 msgs×9.2
trending: “gbg”
- kassen187: petrus börja inte ens
- Sjoovall_: jobba gbg
- DaStood: BGBGBGBGbGBGB
06903:00 · 240 msgs×12
trending: “dwerk”
- Smofin: Listening Listening Listening Listening Listening Listening Listening Listening Listening
- efforze: @zejkies_snuskiga_fru Som hans juridiska talesman samt politiska rådgivare så vill jag säg
- myggan_1337: dwerk dwerk dwerk dwerk dwerk dwerk dwerk dwerk dwerk dwerk dwerk dwerk dwerk dwerk dwerk

Chat tape · highlights

00:00baggerooOPENER
58
09:00NightbotPING
youtube.com/@perrababy
10:00NightbotPING
@perra -> Current Stream Title: 🌞 GODNATT 🌞 SOMMARTHON 🌞 CONTENT MAXXING 🌞 7000 KR GIVEAWAY 🌞 DAG 17 🌞 18+ !cskejs
12:00NightbotPING
@perra -> The stream title has been updated to: 🌞 SOMMARTHON 🌞 CONTENT MAXXING 🌞 Review och Giveaway på #PROX2SUPERST
22:00NightbotPING
youtube.com/@perrababy
28:00holonaimPING
min katt har försvunnit kan vi samla chatten i uppsala och leta på den? @perra @anny
505:00pjusk1_PEAK
RO flagNorway RO flagNorway
505:00pjusk1_PEAK
RO flagNorway RO flagNorway

Top chatter

RANK 01

myggan_1337

MSGS
SENT

FIRST SEEN 69:00 · 4.0% OF ALL CHAT

Unique chatters

2,183

1% of viewers

Msgs / chatter

26.5

57,800 msgs total

From subs

32%

18,291 msgs

Bots filtered

2,416 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS30% OF CHAT

#	Chatter	Badges	Msgs	Share
01	myggan_1337		2297	4.0%
02	Nightbot	MODBOT	2012	3.5%
03	sittlite		1556	2.7%
04	Duddiiii	MOD	1160	2.0%
05	farligtt		837	1.4%
06	kMhdudE		753	1.3%
07	efforze	MOD	738	1.3%
08	Smofin	SUB	706	1.2%
09	sweMax		695	1.2%
10	soneen		690	1.2%
11	BaronVonBurger	SUB	682	1.2%
12	3VLINA		677	1.2%
13	BananPajj		656	1.1%
14	fREAST	SUB	651	1.1%
15	ItzMaarcus	SUB	650	1.1%
16	partyfemman	VIP	624	1.1%
17	Zeololz		563	1.0%
18	bladerposter88		519	0.9%
19	AERPLEJN_	MOD	507	0.9%
20	LUCKEPONKEN	MOD	479	0.8%

User types · badge mix

126 BADGES

SUBSCRIBER17,474 · 30%
MODERATOR6,539 · 11%
SUB-GIFTER6,112 · 11%
BLOSSOM-BADGE3,720 · 6%
FOOTBALL-FEST-20262,864 · 5%
NO_AUDIO2,611 · 5%
WENT-OUTSIDE2,265 · 4%
BLOOM-BADGE1,960 · 3%

New chatters · arrival curve

2183 TOTAL

first-message arrivals · 0m → 2878m

16 joined in the first 2 minutes = 1% of all chatters

Returning

960

≥5 msgs sent

One-and-done

652

single message

Most mentioned

5,923 @s

@duddiiii312 · 55u
@perra309 · 143u
@perrababy213 · 1u
@honken160 · 85u
@aerplejn_131 · 27u
@detoo124 · 64u
@jaghatarfirrar117 · 39u
@efforze104 · 48u

Top interactors

WHO PINGS MOST

nightbot238
duddiiii218
aerplejn_140
jaghatarfirrar132
partyfemman129
uraumeeee111
kmhdude108
tvattbjornsbanditen103

Chat tape

NOTABLE MSGS

00:00baggerooOPENER
58
09:00NightbotPING
youtube.com/@perrababy
10:00NightbotPING
@perra -> Current Stream Title: 🌞 GODNATT 🌞 SOMMARTHON 🌞 CONTENT MAXXING 🌞 7000 KR GIVEAWAY 🌞 DAG 17 🌞 18+ !cskejs
12:00NightbotPING
@perra -> The stream title has been updated to: 🌞 SOMMARTHON 🌞 CONTENT MAXXING 🌞 Review och Giveaway på #PROX2SUPERST
22:00NightbotPING
youtube.com/@perrababy
28:00holonaimPING
min katt har försvunnit kan vi samla chatten i uppsala och leta på den? @perra @anny
505:00pjusk1_PEAK
RO flagNorway RO flagNorway
505:00pjusk1_PEAK
RO flagNorway RO flagNorway

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

20%

11,444 msgs

Top 50 chatters

47%

27,318 msgs

Remaining

2133

share 53%

TOP 10 · 20%REST · 2173 CHATTERS · 80%

zyzzBass ×2291zyzzDance ×2282flagSweden ×1037LUL ×508GIGACHAD ×267<3 ×262BopBop ×226perrabLOL ×198flagNorway ×190HUH ×178

Emote volume

MSGS W/ EMOTES

Of all messages

4.1%

57,800 msgs scanned

Emote codes

8,789 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

20,579

15,322

15,046

4,689

1,680

484

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

Median

10 ch

P90

45 ch

Max

500 ch

Chat DNA

% OF ALL MSGS

Caps rage

8.1%

4,654 msgs

Questions

5.7%

3,317 msgs

Mentions

10.2%

5,876 @calls

Commands

0.7%

394 !calls

CAPS8.1%
QUESTIONS5.7%
MENTIONS10.2%
COMMANDS0.7%

Top multiplier

#1 EMOTE

zyzzBass

7tv-style token · per-minute flow

02zyzzDance×2282
03flagSweden×1037
04LUL×508

Emote leaderboard

OFFICIAL7TV-STYLE

zyzzBass×2,291
zyzzDance×2,282
flagSweden×1,037
LUL×508
GIGACHAD×267
<3×262
BopBop×226
perrabLOL×198
flagNorway×190
HUH×178
LightsSwirl×152
:D×105
:)×86
perrabZYZZZZZZZZZ×72
perrabPeter×70
bardulBLF×68

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	OOOO	×403	88	120m→2749m	VIRAL
02	dansa	×361	59	2m→2648m	VIRAL
03	dwerk	×248	27	243m→2743m	VIRAL
04	dens	×230	56	115m→2381m	VIRAL
05	linktr.ee/perralinks 👈 :0 ALLT!	×216	1	9m→2877m	NICHE
06	youtube.com/@perrababy	×213	1	9m→2877m	NICHE
07	SHIT	×211	81	76m→2490m	VIRAL
08	LO ͏	×195	53	169m→2492m	VIRAL
09	euhh	×180	64	2m→2635m	VIRAL
10	HOLD	×176	76	102m→2666m	VIRAL

Keyword cloud

TOP 18 TOKENS

dwerk₂₉₃₉banger₁₅₉₈inte₁₄₁₄perra₁₃₅₁https₁₂₃₁honken₁₀₀₇detoo₉₆₁till₉₂₄dansa₉₂₃belka₆₉₆dens₆₇₆europe₆₄₀save₆₃₉o7se₆₁₆oooo₅₇₁shit₅₄₇dentan₅₄₆glöggen₅₃₄

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

505:00pjusk1_PEAK
RO flagNorway RO flagNorway
505:00pjusk1_PEAK
RO flagNorway RO flagNorway
505:00pjusk1_PEAK
RO flagNorway RO flagNorway ͏
505:00pjusk1_PEAK
RO flagNorway RO flagNorway ͏
505:00pjusk1_PEAK
RO flagNorway RO flagNorway ͏
505:00pjusk1_PEAK
RO flagNorway RO flagNorway
914:00tuttifruttikillen63WALL
https://d1ndex63qxojbr.cloudfront.net/e2b4bf59-8228-42af-baba-e14752b78312/source1/index.mp4?Policy=eyJTdGF0ZW1lbnQiOlt7

User colors

TOP 16

Participation inequality

2,183 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

32%

22 users

Top 5%

63%

109 users

Top 10%

76%

218 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 msg652USERS652MSGS1.1%
2-4 msgs571USERS1,565MSGS2.7%
5-19 msgs538USERS5,184MSGS9.0%
20+ msgs422USERS50,399MSGS87.2%

422 super-active users (19.3% of chatters) wrote 87% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@duddiiii312 · by 55 users
@perra309 · by 143 users
@perrababy213 · by 1 users
@honken160 · by 85 users
@aerplejn_131 · by 27 users
@detoo124 · by 64 users
@jaghatarfirrar117 · by 39 users
@efforze104 · by 48 users
@fangy88899 · by 15 users
@partyfemman98 · by 24 users

Top interactors

WHO REACHES OUT

nightbot238 sent
duddiiii218 sent
aerplejn_140 sent
jaghatarfirrar132 sent
partyfemman129 sent
uraumeeee111 sent
kmhdude108 sent
tvattbjornsbanditen103 sent
fangy88892 sent
efforze87 sent

Badge mix

TOP 8

SUBSCRIBER17474 · 30%
MODERATOR6539 · 11%
SUB-GIFTER6112 · 11%
BLOSSOM-BADGE3720 · 6%
FOOTBALL-FEST-20262864 · 5%
NO_AUDIO2611 · 5%
WENT-OUTSIDE2265 · 4%
BLOOM-BADGE1960 · 3%

Core community

503

≥3 interactions

Drive-by

586

1 msg · 0 interactions

Mentions

5,923

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	nightbot	→	perrababy	213
02	partyfemman	→	duddiiii	78
03	duddiiii	→	partyfemman	53
04	aerplejn_	→	duddiiii	48
05	tvattbjornsbanditen	→	camsand32	38
06	duddiiii	→	aerplejn_	34
07	camsand32	→	tvattbjornsbanditen	33
08	olssonn	→	viktorkuken	32
09	nittionianrunken	→	duddiiii	27
10	fangy888	→	aerplejn_	24
11	taadow_	→	detoo	20
12	bossen_arvid	→	efforze	19

Chat tape

NOTABLE MESSAGES

00:00baggerooOPENER
58
09:00NightbotPING
youtube.com/@perrababy
10:00NightbotPING
@perra -> Current Stream Title: 🌞 GODNATT 🌞 SOMMARTHON 🌞 CONTENT MAXXING 🌞 7000 KR GIVEAWAY 🌞 DAG 17 🌞 18+ !cskejs
12:00NightbotPING
@perra -> The stream title has been updated to: 🌞 SOMMARTHON 🌞 CONTENT MAXXING 🌞 Review och Giveaway på #PROX2SUPERST
22:00NightbotPING
youtube.com/@perrababy
28:00holonaimPING
min katt har försvunnit kan vi samla chatten i uppsala och leta på den? @perra @anny

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

0.83

0 = broad, 1 = few voices

Loyal chatters

960

≥5 msgs

Sub messages

32%

paying-fan share

Brand safety

MEASURED · LEXICON

BSafety grade

Score / 100

PROFANITY1.1%
CAPS RAGE8.1%
SPAM/PASTA6.8%
BOT MSGS4.2%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	hatstore.se	×175	2	3m→2869m	BOT TIMER
LINK	esplay.com	×173	1	6m→2871m	BOT TIMER
LINK	cskejsaren.se	×134	2	7m→2872m	BOT TIMER
LINK	snap.detoo.no	×124	1	509m→2470m	BOT TIMER
LINK	skinvault.gg	×118	1	2m→2861m	BOT TIMER
LINK	open.spotify.com	×104	66	119m→2563m	BOT TIMER
LINK	insta.detoo.no	×99	1	511m→2471m	BOT TIMER
LINK	playbodyroyale.com	×81	1	2m→2862m	BOT TIMER
LINK	twitch.tv	×65	23	34m→2825m	BOT TIMER
CMD	!showemote	×65	20	136m→2524m	ORGANIC
LINK	gyazo.com	×46	25	485m→2556m	BOT TIMER
CMD	!fmk	×41	16	14m→2832m	ORGANIC
CMD	!cm	×41	27	15m→2723m	ORGANIC
LINK	detoo.no	×37	1	505m→2449m	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

ES2.2%
EN1.3%
OTHER / EMOTE-ONLY96.5%

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 57,800CHATTERS 2183POS 3,954NEG 185TOP KEYWORD “DWERK” ×2939GINI 0.832BOTS 12PEAK ×70 @ 505m

perra's Just Chatting stream "🌞 GODNATT 🌞 SOMMARTHON 🌞 CONTENT MAXXING 🌞 7000 KR GIVEAWAY 🌞 DAG 17 🌞 18+ !cskejsaren !tradera !acezone !500BOMBEN" on Jul 17, 2026 generated 57,800 messages from 2,183 unique chatters (20.1 msgs/min average, peaking at 241/min). Sentiment ran 3,954 positive vs 185 negative, and the top keyword was "dwerk" (×2939). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

Ask me something about the stream

perra stream analytics summary