Northernlion — Just Chatting stream analytics — Jul 16, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 16, 2026 · VOD 2821442572

Chat mood & viewers

40,624 MSGS

Positive

2,121

5.2% of msgs

Negative

569

1.4% of msgs

Neutral

37,934

93.4% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

2,121 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

308 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

308 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

08:00INFLUX×5.7clip suggested Watch VOD
99 first-time chatters in one minute (raid-like influx)
- turkeyupatree: Librarian been killing it with the thumbnails
- gqning: that was fast
19:00INFLUX×4.1clip suggested Watch VOD
71 first-time chatters in one minute (raid-like influx)
- cityoflaw: shit is so fake
- hockey4life74: Nah I think it fucked up
39:00EMOTES×4.1clip suggested Watch VOD
69 emote msgs — ×4.1 the average
- tysondeercutlets: wrong. its woke
- doodads: PETER WEIR LETSGO
48:00EMOTES×4.1clip suggested Watch VOD
70 emote msgs — ×4.1 the average
- Cane_Taros: Zeg makker
- kevinhutchinsonyt: Distance away bruh
72:00EMOTES×4.1clip suggested Watch VOD
69 emote msgs — ×4.1 the average
- DGenerator: What are some good Burt Bacharach songs beyond the ones in Austin Powers?
- piznti: She was a kid in the first Beetlejuice

Keyword tracker

TOP 14

that1,427
cereal1,031
this984
like889
have717
your677
what677
with672
just644
they547
letsgo524
letsfuckingshit521
docket461
good450

Bot radar

11 FLAGGED

Suspect	Msgs	Score	Conf	Signals
nightbot	397	1.00	known	known bot account
rrarus	46	0.45	medium	repeated one message ×32 (70% of output)
dreamx2	23	0.45	medium	repeated one message ×12 (52% of output)
otellotello	18	0.45	medium	repeated one message ×10 (56% of output)
blueofpineapple	17	0.45	medium	repeated one message ×10 (59% of output)
youmixgg	10	0.45	medium	repeated one message ×5 (50% of output)
frozen_h2o	8	0.45	medium	repeated one message ×4 (50% of output)
sicklysebas	8	0.45	medium	repeated one message ×4 (50% of output)
sheretic	8	0.45	medium	repeated one message ×4 (50% of output)
cocacody	7	0.45	medium	repeated one message ×6 (86% of output)
joell_parks	6	0.45	medium	repeated one message ×4 (67% of output)

Emote pulse

TOP 8

ICANT2,574
LUL738
monkaS256
ratJAM169
Clap138
KEKW122
Sadge118
lionCheesing114

Evidence tape

6 MSGS

00:00citrusdrop9OPENER
EARLY?
02:00landrynekkkkPING
@Northernlion when is your class at streamer university?
04:00seiskaPING
@Northernlion can there be time without change
04:00Chew23baccaPING
@northernlion I watched fifth element the other day for the first time, your thoughts
05:00PablossjuiPING
have you gotten the diarrhea lettuce yet? @Northernlion
05:00DarkfigmentPING
I've been using Date Syrup lately, it's real good @Northernlion

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Total messagesverified chat dump308 min · 154,584 views

Chat rate · per minute

H 582AVG 131.96 PEAKS

burst heat · 0m → 307m

Cumulative messages

RUNNING TOTAL

New chatters / min

FIRST SEEN

Top moments · chat bursts

≥1.3× AVG · 2M APART

0148:00 · 396 msgs×3
trending: “ICANT”
- Cane_Taros: Zeg makker
- kevinhutchinsonyt: Distance away bruh
- Shadowofadoubt: ?????????
0276:00 · 509 msgs×3.9
trending: “the”
- pattycack3e: lionCheesing
- UpsideDownAce: don't type anything
- Manaficutious: ICANT how
0378:00 · 433 msgs×3.3
trending: “Cereal”
- ThundeerEX: What ????
- xlt_wolf: owologist
- Jhetao: one who studies o
04127:00 · 582 msgs×4.4
trending: “glorp”
- UnfortunateNormalization: it is chat
- agrloss: youtube itro
- chogan69: chainsmokers ICANT
05169:00 · 395 msgs×3
trending: “ICANT”
- JTij: how bout we bury the pork namsayn
- ArrestedHouse: nah, they're busy at streamer university
- kodama_dw: @Zazibar youre so right, its getting tiresome
06174:00 · 468 msgs×3.5
trending: “ICANTSHIT”
- KingofdaHipHop: I think its something that if you have it you would know
- JARF100: my pair is a sight
- Shadowofadoubt: business as usual over here

Chat tape · highlights

00:00citrusdrop9OPENER
EARLY?
02:00landrynekkkkPING
@Northernlion when is your class at streamer university?
04:00seiskaPING
@Northernlion can there be time without change
04:00Chew23baccaPING
@northernlion I watched fifth element the other day for the first time, your thoughts
05:00PablossjuiPING
have you gotten the diarrhea lettuce yet? @Northernlion
05:00DarkfigmentPING
I've been using Date Syrup lately, it's real good @Northernlion
05:00nocer_27WALL
@northernlion I have a friend that works in event planning, he organized the gladiator 20th anniversary event at the col
27:00InspiredBlackWALL
InspiredBlack subscribed with Prime. They've subscribed for 9 months, currently on a 5 month streak! Hey @northernlion h

Top chatter

RANK 01

namenotana

MSGS
SENT

FIRST SEEN 10:00 · 1.5% OF ALL CHATSUB

Unique chatters

5,379

3% of viewers

Msgs / chatter

7.6

40,624 msgs total

From subs

15%

5,925 msgs

Bots filtered

397 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS11% OF CHAT

#	Chatter	Badges	Msgs	Share
01	namenotana	SUB	616	1.5%
02	piy0911		409	1.0%
03	Nightbot	MODBOT	397	1.0%
04	Soki_ya		288	0.7%
05	Shadowofadoubt		244	0.6%
06	SoupDooJour		223	0.5%
07	JTBrokenfinger		212	0.5%
08	tysondeercutlets		202	0.5%
09	KingofdaHipHop		201	0.5%
10	autobottesla_		192	0.5%
11	Lastshark		187	0.5%
12	kodama_dw		185	0.5%
13	globlord		184	0.5%
14	austrom		179	0.4%
15	u_watanabe	VIP	174	0.4%
16	joomooby		170	0.4%
17	pruwyben		160	0.4%
18	eastxofxeden		159	0.4%
19	jessica__jay	SUB	145	0.4%
20	YelIowKettle		143	0.4%

User types · badge mix

155 BADGES

SUBSCRIBER5,855 · 14%
PREMIUM5,422 · 13%
NASA-ARTEMIS-II1,361 · 3%
BLOSSOM-BADGE1,170 · 3%
TURBO1,028 · 3%
ELDEN-RING-RECLUSE998 · 2%
NO_AUDIO922 · 2%
NO_VIDEO667 · 2%

New chatters · arrival curve

5379 TOTAL

first-message arrivals · 0m → 307m

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

Returning

1733

≥5 msgs sent

One-and-done

2019

single message

Most mentioned

1,899 @s

@northernlion351 · 219u
@turnoneforrest51 · 24u
@autobottesla_43 · 20u
@u_watanabe34 · 33u
@tysondeercutlets29 · 21u
@jessica__jay29 · 24u
@magresta22 · 16u
@braindeadedd17 · 11u

Top interactors

WHO PINGS MOST

autobottesla_79
jessica__jay79
turnoneforrest69
namenotana36
tysondeercutlets29
braindeadedd28
newspire24
varkhan20

Chat tape

NOTABLE MSGS

00:00citrusdrop9OPENER
EARLY?
02:00landrynekkkkPING
@Northernlion when is your class at streamer university?
04:00seiskaPING
@Northernlion can there be time without change
04:00Chew23baccaPING
@northernlion I watched fifth element the other day for the first time, your thoughts
05:00PablossjuiPING
have you gotten the diarrhea lettuce yet? @Northernlion
05:00DarkfigmentPING
I've been using Date Syrup lately, it's real good @Northernlion
05:00nocer_27WALL
@northernlion I have a friend that works in event planning, he organized the gladiator 20th anniversary event at the col
27:00InspiredBlackWALL
InspiredBlack subscribed with Prime. They've subscribed for 9 months, currently on a 5 month streak! Hey @northernlion h

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

2,984 msgs

Top 50 chatters

19%

7,827 msgs

Remaining

5329

share 81%

TOP 10 · 7%REST · 5369 CHATTERS · 93%

ICANT ×2574LUL ×738monkaS ×256ratJAM ×169Clap ×138KEKW ×122Sadge ×118lionCheesing ×114:) ×89Pog ×74

Emote volume

MSGS W/ EMOTES

Of all messages

12.8%

40,624 msgs scanned

Emote codes

5,275 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

8,582

13,039

13,226

4,716

998

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

Median

14 ch

P90

49 ch

Max

315 ch

Chat DNA

% OF ALL MSGS

Caps rage

7.4%

2,990 msgs

Questions

6.5%

2,630 msgs

Mentions

4.7%

1,898 @calls

Commands

2.1%

867 !calls

CAPS7.4%
QUESTIONS6.5%
MENTIONS4.7%
COMMANDS2.1%

Top multiplier

#1 EMOTE

ICANT

7tv-style token · per-minute flow

02LUL×738
03monkaS×256
04ratJAM×169

Emote leaderboard

OFFICIAL7TV-STYLE

ICANT×2,574
LUL×738
monkaS×256
ratJAM×169
Clap×138
KEKW×122
Sadge×118
lionCheesing×114
:)×89
Pog×74
NOWAYING×73
peepoYELL×59
Stare×57
coxShake×56
coxSax×48
LesbianPride×42

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	ICANT	×1967	728	2m→307m	VIRAL
02	Cereal	×726	430	7m→306m	VIRAL
03	LETSFUCKINGSHIT	×355	247	174m→307m	VIRAL
04	LETSGO	×315	218	4m→307m	VIRAL
05	ICANTSHIT	×310	235	174m→307m	VIRAL
06	CAUGHT	×267	187	4m→307m	VIRAL
07	Classic	×257	163	2m→306m	VIRAL
08	!docket	×238	226	0m→298m	VIRAL
09	Duckass	×215	146	0m→306m	VIRAL
10	GLUE	×211	151	18m→306m	VIRAL

Keyword cloud

TOP 18 TOKENS

that₁₄₂₇cereal₁₀₃₁this₉₈₄like₈₈₉have₇₁₇your₆₇₇what₆₇₇with₆₇₂just₆₄₄they₅₄₇letsgo₅₂₄letsfuckingshit₅₂₁docket₄₆₁good₄₅₀more₄₃₄it's₄₀₅classic₃₉₄icantshit₃₉₄

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

05:00nocer_27WALL
@northernlion I have a friend that works in event planning, he organized the gladiator 20th anniversary event at the col
27:00InspiredBlackWALL
InspiredBlack subscribed with Prime. They've subscribed for 9 months, currently on a 5 month streak! Hey @northernlion h
33:00Unda_0WALL
First time watching live, I love watching YT. Love hearing you mention Colm Feore and his aqualine nose. He's actually m
75:00TurtleNamedTimWALL
I think AI is especially annoying for people who are computer literate because it goes against our ingrained ability to
78:00bpaeroWALL
Oology is the branch of ornithology that studies bird eggs, nests, and breeding behavior. Historically popular as a Vict
127:00agrlossPEAK
youtube itro
127:00chogan69PEAK
chainsmokers ICANT

User colors

TOP 16

Participation inequality

5,379 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

20%

54 users

Top 5%

44%

269 users

Top 10%

59%

538 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 msg2,019USERS2,019MSGS5.0%
2-4 msgs1,627USERS4,363MSGS10.7%
5-19 msgs1,288USERS11,968MSGS29.5%
20+ msgs445USERS22,274MSGS54.8%

445 super-active users (8.3% of chatters) wrote 55% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@northernlion351 · by 219 users
@turnoneforrest51 · by 24 users
@autobottesla_43 · by 20 users
@u_watanabe34 · by 33 users
@tysondeercutlets29 · by 21 users
@jessica__jay29 · by 24 users
@magresta22 · by 16 users
@braindeadedd17 · by 11 users
@siyric14 · by 9 users
@242inblue12 · by 7 users

Top interactors

WHO REACHES OUT

autobottesla_79 sent
jessica__jay79 sent
turnoneforrest69 sent
namenotana36 sent
tysondeercutlets29 sent
braindeadedd28 sent
newspire24 sent
varkhan20 sent
kilro18 sent
twitchonmyphoneha17 sent

Badge mix

TOP 8

SUBSCRIBER5855 · 14%
PREMIUM5422 · 13%
NASA-ARTEMIS-II1361 · 3%
BLOSSOM-BADGE1170 · 3%
TURBO1028 · 3%
ELDEN-RING-RECLUSE998 · 2%
NO_AUDIO922 · 2%
NO_VIDEO667 · 2%

Core community

332

≥3 interactions

Drive-by

1,898

1 msg · 0 interactions

Mentions

1,899

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	autobottesla_	→	turnoneforrest	13
02	turnoneforrest	→	autobottesla_	13
03	nbtl	→	northernlion	11
04	braindeadedd	→	northernlion	11
05	namenotana	→	northernlion	10
06	coolpantstv	→	northernlion	7
07	nolansoft	→	northernlion	7
08	24kgolddubaichoclabubu	→	northernlion	6
09	luxcraz550	→	northernlion	6
10	bananajamma	→	northernlion	5
11	kilro	→	varkhan	5
12	newspire	→	turnoneforrest	5

Chat tape

NOTABLE MESSAGES

00:00citrusdrop9OPENER
EARLY?
02:00landrynekkkkPING
@Northernlion when is your class at streamer university?
04:00seiskaPING
@Northernlion can there be time without change
04:00Chew23baccaPING
@northernlion I watched fifth element the other day for the first time, your thoughts
05:00PablossjuiPING
have you gotten the diarrhea lettuce yet? @Northernlion
05:00DarkfigmentPING
I've been using Date Syrup lately, it's real good @Northernlion

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

0.69

0 = broad, 1 = few voices

Loyal chatters

1733

≥5 msgs

Sub messages

15%

paying-fan share

Brand safety

MEASURED · LEXICON

BSafety grade

Score / 100

PROFANITY2.0%
CAPS RAGE7.4%
SPAM/PASTA15.6%
BOT MSGS1.0%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
CMD	!docket	×240	227	0m→298m	ORGANIC
CMD	!guildrun	×147	113	176m→307m	ORGANIC
CMD	!p3r	×46	35	4m→281m	ORGANIC
CMD	!michael	×41	36	4m→296m	ORGANIC
CMD	!chilbee	×40	38	165m→307m	ORGANIC
CMD	!chiblee	×38	34	165m→257m	ORGANIC
CMD	!cruise	×30	23	64m→260m	ORGANIC
LINK	store.steampowered.com	×29	2	5m→307m	BOT TIMER
CMD	!chillbee	×21	18	165m→235m	ORGANIC
LINK	twitch.tv	×20	1	165m→307m	BOT TIMER
CMD	!demonbluff	×9	9	5m→257m	ORGANIC
CMD	!dles	×9	9	17m→115m	ORGANIC
LINK	pastebin.com	×9	1	17m→115m	BOT TIMER
LINK	gsght.com	×7	1	4m→165m	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%
EN29.1%
OTHER / EMOTE-ONLY69.9%

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 40,624CHATTERS 5379POS 2,121NEG 569TOP KEYWORD “THAT” ×1427GINI 0.692BOTS 11PEAK ×8 @ 169m

Northernlion's Just Chatting stream "the dlehouse | !DemonBluff !prime" on Jul 16, 2026 generated 40,624 messages from 5,379 unique chatters (131.9 msgs/min average, peaking at 582/min). Sentiment ran 2,121 positive vs 569 negative, and the top keyword was "that" (×1427). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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Northernlion stream analytics summary