Gorgc — Dota 2 stream analytics — Jul 18, 2026

FULL STREAM INTELLIGENCE · Dota 2

Jul 18, 2026 · VOD 2822918289

Chat mood & viewers

26,748 MSGS

Positive

2,800

10.5% of msgs

Negative

352

1.3% of msgs

Neutral

23,596

88.2% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

2,800 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

238:000.45→0.00Δ-0.45
62:000.00→0.39Δ+0.39
103:000.00→-0.31Δ-0.31
155:00-0.15→0.14Δ+0.29
36:00-0.02→0.26Δ+0.28
220:00-0.04→0.23Δ+0.27

Mood regime · per minute

408 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

408 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

07:00INFLUX×6.3clip suggested Watch VOD
42 first-time chatters in one minute (raid-like influx)
- dzhbeluk: BB still on tournament? wtf...
- 微社泉加撕胱鸣添岛币: forsen LETS forsen GO forsen VG 🇨🇳 forsen LETS forsen GO forsen VG 🇨🇳 forsen
62:00INFLUX×8.8clip suggested Watch VOD
58 first-time chatters in one minute (raid-like influx)
- maxwellsmrteezy: check volume on 2nd headset
- celestialhannah: it felt bad early
62:00EMOTES×5.8clip suggested Watch VOD
57 emote msgs — ×5.8 the average
- maxwellsmrteezy: check volume on 2nd headset
- celestialhannah: it felt bad early
63:00EMOTES×5.3clip suggested Watch VOD
52 emote msgs — ×5.3 the average
- 微社泉加撕胱鸣添岛币: @Fossabot, WeirdChamp
- PieCats: T1 NOWAYING
69:00EMOTES×6.7clip suggested Watch VOD
65 emote msgs — ×6.7 the average
- jeremyYea: hahahahaha
- xojnjox: HAHAHAHAH BASED

Keyword tracker

TOP 14

ogre1,534
about1,519
midas1,517
yeah1,002
this794
lets704
mogged654
game533
monka507
that471
yandex470
with462
muga442
chat424

Bot radar

7 FLAGGED

Suspect	Msgs	Score	Conf	Signals
nightbot	123	1.00	known	known bot account
fossabot	119	1.00	known	known bot account
streamelements	30	1.00	known	known bot account
daspy	11	0.45	medium	repeated one message ×7 (64% of output)
tempestgamer7	8	0.45	medium	repeated one message ×6 (75% of output)
kchnsk	6	0.45	medium	repeated one message ×4 (67% of output)
caleb_pressley	5	0.45	medium	repeated one message ×4 (80% of output)

Emote pulse

TOP 8

LUL972
Pog331
ICANT318
OMEGALUL307
TTours307
HUH236
xdd162
xddHAH161

Evidence tape

6 MSGS

00:00BlackSnowPrincess1OPENER
hi
02:00NightbotPING
Twitch is the main stage, but the party stays live on YouTube and Kick too! https://www.youtube.com/@Gorgc 💚 https://ki
03:00pablo_x64PING
@Gorgc STOP BREATHING INTO MIC Madeg
07:00love_is_blue_07PING
good luck on the panel later @Gorgc
08:00zingbivPING
Panel again? @gorgc
08:00seravhimPING
pilidili co cast when? @gorgc

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Top chatter

RANK 01

celestialhannah

MSGS
SENT

FIRST SEEN 16:00 · 2.6% OF ALL CHAT

Unique chatters

2,700

2% of viewers

Msgs / chatter

9.9

26,748 msgs total

From subs

14%

3,624 msgs

Bots filtered

272 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS18% OF CHAT

#	Chatter	Badges	Msgs	Share
01	celestialhannah		695	2.6%
02	harlausx		402	1.5%
03	megumikatopotato		370	1.4%
04	shadowpeoplez	MOD	325	1.2%
05	微社泉加撕胱鸣添岛币		277	1.0%
06	etoil2mer	SUB	274	1.0%
07	JeaHandsome		228	0.9%
08	pma_baby	SUB	227	0.8%
09	haitaku_delios76		226	0.8%
10	playing_puppets		189	0.7%
11	wickedpony11	SUB	183	0.7%
12	NightsEclipse	SUB	182	0.7%
13	apehexxd	SUB	174	0.7%
14	cortex2811	SUB	173	0.6%
15	ThePlayGentleman		172	0.6%
16	arqteryx		172	0.6%
17	DuaneAdam		165	0.6%
18	Estariel		148	0.6%
19	NomeNaOmeNa	SUB	148	0.6%
20	BadMicro		148	0.6%

User types · badge mix

103 BADGES

SUBSCRIBER3,591 · 13%
EWC-2026-DIAMOND3,362 · 13%
BLOSSOM-BADGE2,290 · 9%
MOMENTS2,222 · 8%
PREDICTIONS1,684 · 6%
PREMIUM1,063 · 4%
RAGING-WOLF-HELM887 · 3%
EWC-2026-PLATINUM818 · 3%

New chatters · arrival curve

2700 TOTAL

first-message arrivals · 0m → 407m

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

Returning

943

≥5 msgs sent

One-and-done

978

single message

Most mentioned

3,807 @s

@gorgc2170 · 363u
@shadowpeoplez142 · 55u
@celestialhannah128 · 44u
@megumikatopotato90 · 29u
@gamblersfallacy47 · 10u
@varietyjebaited42 · 13u
@playing_puppets38 · 11u
@puppey38 · 1u

Top interactors

WHO PINGS MOST

levache215
kanawashere_181
celestialhannah156
shadowpeoplez151
megumikatopotato132
royalhardie107
varietyjebaited79
wctf75

Chat tape

NOTABLE MSGS

00:00BlackSnowPrincess1OPENER
hi
02:00NightbotPING
Twitch is the main stage, but the party stays live on YouTube and Kick too! https://www.youtube.com/@Gorgc 💚 https://ki
03:00pablo_x64PING
@Gorgc STOP BREATHING INTO MIC Madeg
07:00love_is_blue_07PING
good luck on the panel later @Gorgc
08:00zingbivPING
Panel again? @gorgc
08:00seravhimPING
pilidili co cast when? @gorgc
20:00NightsEclipseWALL
NightsEclipse watched 220 consecutive streams and sparked a watch streak! .... .... .... .... .... .... .... .... .... .
69:00xojnjoxPEAK
HAHAHAHAH BASED

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

12%

3,213 msgs

Top 50 chatters

30%

7,985 msgs

Remaining

2650

share 70%

TOP 10 · 12%REST · 2690 CHATTERS · 88%

LUL ×972Pog ×331ICANT ×318OMEGALUL ×307TTours ×307HUH ×236xdd ×162xddHAH ×161gorgcPeepeeHands ×136Clap ×130

Emote volume

MSGS W/ EMOTES

Of all messages

14.9%

26,748 msgs scanned

Emote codes

4,921 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

7,444

9,087

6,986

2,058

678

494

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

Median

11 ch

P90

46 ch

Max

576 ch

Chat DNA

% OF ALL MSGS

Caps rage

9.7%

2,596 msgs

Questions

6.4%

1,704 msgs

Mentions

9.0%

2,416 @calls

Commands

1.4%

379 !calls

CAPS9.7%
QUESTIONS6.4%
MENTIONS9.0%
COMMANDS1.4%

Top multiplier

#1 EMOTE

LUL

official emote · per-minute flow

02Pog×331
03ICANT×318
04OMEGALUL×307

Emote leaderboard

OFFICIAL7TV-STYLE

LUL×972
Pog×331
ICANT×318
OMEGALUL×307
TTours×307
HUH×236
xdd×162
xddHAH×161
gorgcPeepeeHands×136
Clap×130
PepeLa×111
hesRight×100
Sadge×98
sadE×89
<3×88
ratJAM×81

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	yeah	×290	128	349m→405m	VIRAL
02	Looking	×237	126	3m→407m	VIRAL
03	MONKA	×204	117	44m→407m	VIRAL
04	Bruh	×171	116	10m→400m	VIRAL
05	!cock	×136	82	8m→388m	VIRAL
06	Delulu	×130	89	17m→405m	VIRAL
07	VASED	×125	93	55m→407m	VIRAL
08	Cinema	×107	85	73m→394m	VIRAL
09	Krappa	×101	67	11m→405m	VIRAL
10	GLAZING	×83	60	23m→396m	VIRAL

Keyword cloud

TOP 18 TOKENS

ogre₁₅₃₄about₁₅₁₉midas₁₅₁₇yeah₁₀₀₂this₇₉₄lets₇₀₄mogged₆₅₄game₅₃₃monka₅₀₇that₄₇₁yandex₄₇₀with₄₆₂muga₄₄₂chat₄₂₄jorkin₃₉₃looking₃₆₉delulu₃₄₆cinema₃₄₅

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

20:00NightsEclipseWALL
NightsEclipse watched 220 consecutive streams and sparked a watch streak! .... .... .... .... .... .... .... .... .... .
69:00xojnjoxPEAK
HAHAHAHAH BASED
69:00maku227PEAK
hahahahahaha
69:00fak_dis_shitPEAK
HAH HAH HAH HAH HAH HAH
69:00cringeworthyalldayPEAK
hahahaahahhahahahahahhahahahahahaa
69:00ugly_poePEAK
top 10 5 years ago
69:00GoodDotaPEAK
WH OMEGALUL

User colors

TOP 16

Participation inequality

2,700 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

22%

27 users

Top 5%

48%

135 users

Top 10%

63%

270 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 msg978USERS978MSGS3.7%
2-4 msgs779USERS2,056MSGS7.7%
5-19 msgs623USERS5,894MSGS22.0%
20+ msgs320USERS17,820MSGS66.6%

320 super-active users (11.9% of chatters) wrote 67% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@gorgc2170 · by 363 users
@shadowpeoplez142 · by 55 users
@celestialhannah128 · by 44 users
@megumikatopotato90 · by 29 users
@gamblersfallacy47 · by 10 users
@varietyjebaited42 · by 13 users
@playing_puppets38 · by 11 users
@puppey38 · by 1 users
@samrj227 · by 10 users
@etoil2mer23 · by 13 users

Top interactors

WHO REACHES OUT

levache215 sent
kanawashere_181 sent
celestialhannah156 sent
shadowpeoplez151 sent
megumikatopotato132 sent
royalhardie107 sent
varietyjebaited79 sent
wctf75 sent
ari__972 sent
wickedpony1168 sent

Badge mix

TOP 8

SUBSCRIBER3591 · 13%
EWC-2026-DIAMOND3362 · 13%
BLOSSOM-BADGE2290 · 9%
MOMENTS2222 · 8%
PREDICTIONS1684 · 6%
PREMIUM1063 · 4%
RAGING-WOLF-HELM887 · 3%
EWC-2026-PLATINUM818 · 3%

Core community

284

≥3 interactions

Drive-by

879

1 msg · 0 interactions

Mentions

3,807

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	levache	→	gorgc	215
02	kanawashere_	→	gorgc	179
03	royalhardie	→	gorgc	105
04	wctf	→	gorgc	73
05	ari__9	→	gorgc	72
06	bot_tesyer	→	gorgc	68
07	wickedpony11	→	gorgc	61
08	natooheavytocarry	→	gorgc	56
09	curiousflamekeeper	→	gorgc	51
10	hrdstyle_	→	gorgc	51
11	monika_ayaya	→	gorgc	51
12	namanjohari	→	gorgc	51

Chat tape

NOTABLE MESSAGES

00:00BlackSnowPrincess1OPENER
hi
02:00NightbotPING
Twitch is the main stage, but the party stays live on YouTube and Kick too! https://www.youtube.com/@Gorgc 💚 https://ki
03:00pablo_x64PING
@Gorgc STOP BREATHING INTO MIC Madeg
07:00love_is_blue_07PING
good luck on the panel later @Gorgc
08:00zingbivPING
Panel again? @gorgc
08:00seravhimPING
pilidili co cast when? @gorgc

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

0.73

0 = broad, 1 = few voices

Loyal chatters

943

≥5 msgs

Sub messages

14%

paying-fan share

Brand safety

MEASURED · LEXICON

BSafety grade

Score / 100

PROFANITY0.8%
CAPS RAGE9.7%
SPAM/PASTA8.1%
BOT MSGS1.0%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
CMD	!cock	×154	83	8m→388m	ORGANIC
CMD	!ascii	×114	36	21m→386m	ORGANIC
CMD	!gay	×36	20	16m→387m	ORGANIC
LINK	youtube.com	×23	3	2m→403m	BOT TIMER
LINK	kick.com	×19	1	2m→403m	BOT TIMER
CMD	!boink	×8	6	13m→298m	ORGANIC
LINK	twitch.tv	×8	3	76m→392m	ORGANIC
CMD	!variety	×8	5	157m→347m	ORGANIC
LINK	7tv.app	×8	5	241m→339m	ORGANIC
CMD	!title	×6	2	5m→406m	ORGANIC
CMD	!pango	×5	5	338m→354m	ORGANIC
CMD	!okayeg	×4	4	125m→296m	ORGANIC
CMD	!ban	×3	3	282m→331m	ORGANIC
CMD	!friday	×2	2	13m→407m	ORGANIC

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

ES1.3%
EN15.3%
OTHER / EMOTE-ONLY83.5%

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 26,748CHATTERS 2700POS 2,800NEG 352TOP KEYWORD “OGRE” ×1534GINI 0.73BOTS 7PEAK ×8.8 @ 62m

Gorgc's Dota 2 stream "🔴(EN) Nigma vs BB - LIVE FROM PARIS - EWC 26 - Official costream🔴" on Jul 18, 2026 generated 26,748 messages from 2,700 unique chatters (65.6 msgs/min average, peaking at 387/min). Sentiment ran 2,800 positive vs 352 negative, and the top keyword was "ogre" (×1534). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

Ask me something about the stream

Gorgc stream analytics summary