MontanaBlack88 — Just Chatting stream analytics — Jul 20, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 20, 2026 · VOD 2824619109

Chat mood & viewers

26,751 MSGS

Positive

1,643

6.1% of msgs

Negative

171

0.6% of msgs

Neutral

24,937

93.2% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,643 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

324:000.36→0.00Δ-0.36
316:000.34→0.00Δ-0.34
210:000.26→-0.06Δ-0.32
220:000.00→0.31Δ+0.31
315:000.04→0.34Δ+0.30
226:000.24→-0.04Δ-0.28

Mood regime · per minute

354 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

354 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

05:00INFLUX×9.4clip suggested Watch VOD
155 first-time chatters in one minute (raid-like influx)
- Pvtnoname: MoinMoin geile cam views schon mal MontanaBlack88
- SharKuZa_: @Pvtnoname MoinMoin MLADY
05:00SPIKE×6.8clip suggested Watch VOD
511 msgs — ×6.8 the stream average
- Pvtnoname: MoinMoin geile cam views schon mal MontanaBlack88
- SharKuZa_: @Pvtnoname MoinMoin MLADY
05:00EMOTES×6.4clip suggested Watch VOD
97 emote msgs — ×6.4 the average
- Pvtnoname: MoinMoin geile cam views schon mal MontanaBlack88
- SharKuZa_: @Pvtnoname MoinMoin MLADY
06:00EMOTES×14clip suggested Watch VOD
212 emote msgs — ×14 the average
- davidlxw: HoldingBack
- flying_bat_: VoteNay VoteNay VoteNay
06:00INFLUX×6.2clip suggested Watch VOD
103 first-time chatters in one minute (raid-like influx)
- davidlxw: HoldingBack
- flying_bat_: VoteNay VoteNay VoteNay

Keyword tracker

TOP 14

subscribed1,101
nicht861
ome3848
auch720
moin672
monte642
they've556
months539
tiktok458
aber389
noch354
prime344
tier344
geil339

Bot radar

8 FLAGGED

Suspect	Msgs	Score	Conf	Signals
fossabot	734	1.00	known	known bot account
kuhmachmuhhhh	19	0.55	medium	5 messages fired <2s apart · 7.8 msgs/min sustained
hawe1984	17	0.55	medium	4 messages fired <2s apart · 11.2 msgs/min sustained
lisa999x	12	0.45	medium	repeated one message ×6 (50% of output)
deltaoida	7	0.45	medium	repeated one message ×4 (57% of output)
scotkcd	7	0.45	medium	repeated one message ×4 (57% of output)
robott_2006	6	0.45	medium	repeated one message ×4 (67% of output)
domiix_21	6	0.45	medium	repeated one message ×4 (67% of output)

Emote pulse

TOP 8

LUL3,324
omE1,353
monteGELB910
monteLOVE540
monteWE408
monteL280
monteOpa226
Kappa202

Evidence tape

6 MSGS

00:00davidlxwOPENER
SoPogIJumpedFromMyChair
00:00letsgameslivePING
einen wunderschönen guten Abend @montanablack88 und @chat nur liebe
04:00robin_k97PING
@montanablack88 einfach Drohnenaufnahmen. 365 Grad Mercedes Kamera
04:00Sturmi_theRealPING
MoinMoin MoinMoin @MontanaBlack88
05:00PvtnonamePEAK
MoinMoin geile cam views schon mal MontanaBlack88
05:00SharKuZa_PEAK
@Pvtnoname MoinMoin MLADY

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Top chatter

RANK 01

Sebto85

MSGS
SENT

FIRST SEEN 0:00 · 3.9% OF ALL CHATVIP

Unique chatters

5,860

100% of viewers

Msgs / chatter

4.6

26,751 msgs total

From subs

11%

2,973 msgs

Bots filtered

734 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS25% OF CHAT

#	Chatter	Badges	Msgs	Share
01	Sebto85	VIP	1045	3.9%
02	Fossabot	MODBOT	734	2.7%
03	dermanuel1989	SUB	662	2.5%
04	Mupf05	MOD	596	2.2%
05	Pvtnoname	VIP	461	1.7%
06	KIESKAUER	MOD	412	1.5%
07	masterexxe		281	1.1%
08	davidlxw	MOD	256	1.0%
09	exxtendedversion7		248	0.9%
10	Kensgo	VIP	245	0.9%
11	OGknut_	SUB	229	0.9%
12	Flosse97		228	0.9%
13	flying_bat_		219	0.8%
14	Sturmi_theReal		212	0.8%
15	xb0y		199	0.7%
16	DanyaaOG	VIP	174	0.7%
17	PhilippGet	MOD	138	0.5%
18	SoNeX_ArCade		127	0.5%
19	neonleon0708		121	0.5%
20	oOoPaRaNoiiAoOo		112	0.4%

User types · badge mix

150 BADGES

PREMIUM4,086 · 15%
SUBSCRIBER2,879 · 11%
WENT-OUTSIDE2,588 · 10%
VIP2,300 · 9%
MODERATOR2,157 · 8%
BLOSSOM-BADGE1,329 · 5%
PREDICTIONS796 · 3%
BOT-BADGE718 · 3%

New chatters · arrival curve

5860 TOTAL

first-message arrivals · 0m → 353m

238 joined in the first 2 minutes = 4% of all chatters

Returning

1019

≥5 msgs sent

One-and-done

2974

single message

Most mentioned

1,714 @s

@montanablack88426 · 261u
@montanablackclips215 · 1u
@masterexxe70 · 38u
@kieskauer60 · 33u
@mupf0548 · 18u
@philippget46 · 12u
@danyaaog19 · 12u
@davidlxw18 · 5u

Top interactors

WHO PINGS MOST

fossabot344
mupf0599
kieskauer71
sturmi_thereal21
davidlxw21
potivo16
xmarcomondmannx15
unboundfenrir15

Chat tape

NOTABLE MSGS

00:00davidlxwOPENER
SoPogIJumpedFromMyChair
00:00letsgameslivePING
einen wunderschönen guten Abend @montanablack88 und @chat nur liebe
04:00robin_k97PING
@montanablack88 einfach Drohnenaufnahmen. 365 Grad Mercedes Kamera
04:00Sturmi_theRealPING
MoinMoin MoinMoin @MontanaBlack88
05:00PvtnonamePEAK
MoinMoin geile cam views schon mal MontanaBlack88
05:00SharKuZa_PEAK
@Pvtnoname MoinMoin MLADY
05:00vladimir_12345677PEAK
kannst du mal nach Hamburg kommen
05:00OGknut_PEAK
knossiNotlikethis knossiWild

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

18%

4,940 msgs

Top 50 chatters

31%

8,424 msgs

Remaining

5810

share 69%

TOP 10 · 18%REST · 5850 CHATTERS · 82%

LUL ×3324omE ×1353monteGELB ×910monteLOVE ×540monteWE ×408monteL ×280monteOpa ×226Kappa ×202:D ×168NotLikeThis ×142

Emote volume

MSGS W/ EMOTES

Of all messages

20.0%

26,751 msgs scanned

Emote codes

9,632 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

6,842

7,638

7,659

3,419

939

254

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

Median

13 ch

P90

57 ch

Max

445 ch

Chat DNA

% OF ALL MSGS

Caps rage

2.8%

738 msgs

Questions

10.2%

2,721 msgs

Mentions

6.3%

1,679 @calls

Commands

0.5%

122 !calls

CAPS2.8%
QUESTIONS10.2%
MENTIONS6.3%
COMMANDS0.5%

Top multiplier

#1 EMOTE

LUL

official emote · per-minute flow

02omE×1353
03monteGELB×910
04monteLOVE×540

Emote leaderboard

OFFICIAL7TV-STYLE

LUL×3,324
omE×1,353
monteGELB×910
monteLOVE×540
monteWE×408
monteL×280
monteOpa×226
Kappa×202
:D×168
NotLikeThis×142
monteSo×138
FootYellow×124
monteNUSS×116
<3×112
KEKW×109
monteJoy×106

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	ome3	×632	64	5m→347m	VIRAL
02	Moin	×165	163	0m→333m	VIRAL
03	HoldingBack	×151	19	5m→342m	VIRAL
04	AnDieLeine	×146	82	21m→113m	VIRAL
05	Folgt gerne dem offiziellen TikTok Account für MontanaBlack CLIPS - https://www.tiktok.com/@montanablackclips	×122	1	49m→352m	NICHE
06	LUL LUL LUL	×112	63	5m→344m	VIRAL
07	Schaut euch das aktuellste TikTok-Video von Monte an: Wie findet Monte den neuen Song von Timgioh? #montanablack88 #timgioh #song #meinung #talk - https://www.tiktok.com/@montanablackclips/video/7664639467348675862	×86	1	49m→353m	NICHE
08	ome3 󠀀	×81	2	5m→301m	NICHE
09	BANGER	×80	38	4m→292m	VIRAL
10	LUL LUL	×72	34	5m→326m	VIRAL

Keyword cloud

TOP 18 TOKENS

subscribed₁₁₀₁nicht₈₆₁ome3₈₄₈auch₇₂₀moin₆₇₂monte₆₄₂they've₅₅₆months₅₃₉tiktok₄₅₈aber₃₈₉noch₃₅₄prime₃₄₄tier₃₄₄geil₃₃₉https₃₃₆sind₃₃₃with₃₃₁oder₃₃₀

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

05:00PvtnonamePEAK
MoinMoin geile cam views schon mal MontanaBlack88
05:00SharKuZa_PEAK
@Pvtnoname MoinMoin MLADY
05:00vladimir_12345677PEAK
kannst du mal nach Hamburg kommen
05:00OGknut_PEAK
knossiNotlikethis knossiWild
05:00nickcube88PEAK
Oha er hat ein bild von Lea dastehen das fr süß
05:00roteraketedie1PEAK
roteraketedie1 subscribed at Tier 1. They've subscribed for 64 months! monteL monteL monteL monteL
11:00FossabotWALL
@Franzissikus | Werbung | 30.000€ EXTRA! WIR TUNEN UNSEREN 100.000€ MIAMI SPLASH JACKPOT 🤑💰 Zusätzlich zu 10 x 10.000€

User colors

TOP 16

Participation inequality

5,860 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

33%

59 users

Top 5%

51%

293 users

Top 10%

61%

586 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 msg2,974USERS2,974MSGS11.1%
2-4 msgs1,867USERS4,840MSGS18.1%
5-19 msgs857USERS7,347MSGS27.5%
20+ msgs162USERS11,590MSGS43.3%

162 super-active users (2.8% of chatters) wrote 43% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@montanablack88426 · by 261 users
@montanablackclips215 · by 1 users
@masterexxe70 · by 38 users
@kieskauer60 · by 33 users
@mupf0548 · by 18 users
@philippget46 · by 12 users
@danyaaog19 · by 12 users
@davidlxw18 · by 5 users
@chat17 · by 14 users
@kensgo13 · by 9 users

Top interactors

WHO REACHES OUT

fossabot344 sent
mupf0599 sent
kieskauer71 sent
sturmi_thereal21 sent
davidlxw21 sent
potivo16 sent
xmarcomondmannx15 sent
unboundfenrir15 sent
blackgirl11514 sent
flying_bat_13 sent

Badge mix

TOP 8

PREMIUM4086 · 15%
SUBSCRIBER2879 · 11%
WENT-OUTSIDE2588 · 10%
VIP2300 · 9%
MODERATOR2157 · 8%
BLOSSOM-BADGE1329 · 5%
PREDICTIONS796 · 3%
BOT-BADGE718 · 3%

Core community

195

≥3 interactions

Drive-by

2,769

1 msg · 0 interactions

Mentions

1,714

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	fossabot	→	montanablackclips	215
02	mupf05	→	kieskauer	24
03	fossabot	→	philippget	23
04	mupf05	→	masterexxe	18
05	kieskauer	→	mupf05	18
06	mupf05	→	davidlxw	14
07	fossabot	→	montanablack	13
08	unboundfenrir	→	montanablack88	13
09	mr__sarcasm	→	montanablack88	12
10	scippx	→	montanablack88	11
11	davidlxw	→	mupf05	10
12	mupf05	→	philippget	10

Chat tape

NOTABLE MESSAGES

00:00davidlxwOPENER
SoPogIJumpedFromMyChair
00:00letsgameslivePING
einen wunderschönen guten Abend @montanablack88 und @chat nur liebe
04:00robin_k97PING
@montanablack88 einfach Drohnenaufnahmen. 365 Grad Mercedes Kamera
04:00Sturmi_theRealPING
MoinMoin MoinMoin @MontanaBlack88
05:00PvtnonamePEAK
MoinMoin geile cam views schon mal MontanaBlack88
05:00SharKuZa_PEAK
@Pvtnoname MoinMoin MLADY

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

22.2

chat depth

Community gini

0.67

0 = broad, 1 = few voices

Loyal chatters

1019

≥5 msgs

Sub messages

11%

paying-fan share

Brand safety

MEASURED · LEXICON

ASafety grade

Score / 100

PROFANITY0.0%
CAPS RAGE2.8%
SPAM/PASTA8.3%
BOT MSGS2.7%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	tiktok.com	×226	1	25m→353m	BOT TIMER
LINK	tinyurl.com	×25	1	2m→352m	BOT TIMER
CMD	!subs	×24	22	3m→333m	ORGANIC
CMD	!jackpot	×24	15	11m→346m	ORGANIC
LINK	voting-goenrgy.com	×24	1	11m→346m	BOT TIMER
LINK	youtube.com	×14	1	110m→110m	BOT TIMER
LINK	x.com	×12	2	25m→330m	BOT TIMER
LINK	instagram.com	×12	1	25m→352m	BOT TIMER
LINK	influencer.prepmymeal.com	×12	1	26m→331m	BOT TIMER
CMD	!ltd7	×11	7	12m→346m	ORGANIC
LINK	snapchat.com	×11	1	25m→330m	BOT TIMER
LINK	discord.gg	×11	1	25m→330m	BOT TIMER
CMD	!7tv	×6	6	3m→67m	ORGANIC
LINK	7tv.app	×6	1	3m→67m	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

ES1.9%
EN5.7%
OTHER / EMOTE-ONLY92.4%

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 26,751CHATTERS 5860POS 1,643NEG 171TOP KEYWORD “SUBSCRIBED” ×1101GINI 0.67BOTS 8PEAK ×14 @ 6m

MontanaBlack88's Just Chatting stream "Aus der Zentrale" on Jul 20, 2026 generated 26,751 messages from 5,860 unique chatters (75.6 msgs/min average, peaking at 511/min). Sentiment ran 1,643 positive vs 171 negative, and the top keyword was "subscribed" (×1101). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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MontanaBlack88 stream analytics summary