dota2_paragon_ru — Dota 2 stream analytics — Jun 28, 2026

FULL STREAM INTELLIGENCE · Dota 2

Jun 28, 2026 · VOD 2807290199

Chat mood & viewers

15,046 MSGS

Positive

196

1.3% of msgs

Negative

0.3% of msgs

Neutral

14,801

98.4% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

196 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

201:000.25→0.00Δ-0.25

Mood regime · per minute

528 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

528 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

50:00INFLUX×39.4clip suggested Watch VOD
278 first-time chatters in one minute (raid-like influx)
- saizel2k: вперед лига не подведи
- ivanprotector: @kikula18 на любовь
50:00SPIKE×15.7clip suggested Watch VOD
447 msgs — ×15.7 the stream average
- saizel2k: вперед лига не подведи
- ivanprotector: @kikula18 на любовь
51:00INFLUX×18.8clip suggested Watch VOD
133 first-time chatters in one minute (raid-like influx)
- parfum163: !WTIME 34:47
- Serenity_Stream: !Wtime 42:42
51:00SPIKE×13.6clip suggested Watch VOD
388 msgs — ×13.6 the stream average
- parfum163: !WTIME 34:47
- Serenity_Stream: !Wtime 42:42
115:00INFLUX×27.1clip suggested Watch VOD
191 first-time chatters in one minute (raid-like influx)
- AlmazZoff: !wtime 41:17
- kolbazxz: Скажите пожалуйста моему мужу Данилу Уральцеву что бы ответил на мои сообщения а

Keyword tracker

TOP 14

wtime4,655
winline306
хулиганы265
будет214
маел207
https206
watched194
consecutive194
streams194
sparked194
watch194
streak194
просто170
кинь155

Bot radar

5 FLAGGED

Suspect	Msgs	Score	Conf	Signals
moobot	172	1.00	known	known bot account
justrqn	35	0.75	high	repeated one message ×33 (94% of output) · 22 messages fired <2s apart
tilt_one	14	0.45	medium	repeated one message ×8 (57% of output)
neggel123	10	0.45	medium	repeated one message ×7 (70% of output)
lirin1	5	0.45	medium	repeated one message ×4 (80% of output)

Emote pulse

TOP 8

LUL453
laeykkBear136
PogChamp114
<398
DinoDance88
NotLikeThis78
parago49Maelwow77
SeemsGood58

Evidence tape

6 MSGS

01:00orochi167OPENER
Я первый ура
245:00FazaProWALL
🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГА
278:00dartmell23PEAK
!WTIME 44:21
278:00pulsxPEAK
!wtime 58:25
278:00peace_love_simpsonsPEAK
!wtime 37:21
278:00l1smyy_ytygPEAK
!wtime 41:23

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Top chatter

RANK 01

spokoen8888

MSGS
SENT

FIRST SEEN 30:00 · 2.1% OF ALL CHAT

Unique chatters

3,726

1% of viewers

Msgs / chatter

4.0

15,046 msgs total

From subs

10 msgs

Bots filtered

172 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS15% OF CHAT

#	Chatter	Badges	Msgs	Share
01	spokoen8888		315	2.1%
02	Moobot	MODBOT	172	1.1%
03	hipohopol		124	0.8%
04	mmolochko		118	0.8%
05	orkados		111	0.7%
06	valor_m		111	0.7%
07	qwertyhnm12345		109	0.7%
08	albertwesker_36		107	0.7%
09	narabotenikak		105	0.7%
10	kartoshka_v_mundire_		105	0.7%
11	1ndexer		104	0.7%
12	tanenyatko		101	0.7%
13	ikarcheg		101	0.7%
14	h0boken		98	0.7%
15	saizel2k		89	0.6%
16	twist_maks		85	0.6%
17	agizes		84	0.6%
18	cabehok		83	0.6%
19	veter_mark		81	0.5%
20	1octavian1		79	0.5%

User types · badge mix

95 BADGES

PREDICTIONS1,505 · 10%
TWITCH-RECAP-2025464 · 3%
TWITCH-RECAP-2023407 · 3%
DEAD-BY-DAYLIGHT-X-JASON-UNIVERSE327 · 2%
RAGING-WOLF-HELM321 · 2%
MARATHON-SILKWORM253 · 2%
PARTNER230 · 2%
MODERATOR207 · 1%

New chatters · arrival curve

3726 TOTAL

first-message arrivals · 0m → 527m

8 joined in the first 2 minutes = 0% of all chatters

Returning

625

≥5 msgs sent

One-and-done

1893

single message

Most mentioned

2,135 @s

@makakaprooldschool53 · 24u
@qwertyhnm1234544 · 30u
@jamclub43 · 26u
@hipohopol33 · 20u
@mr_zais25 · 14u
@notbadcrymad24 · 15u
@admin_oksimoksi21 · 13u
@kotik2k8_19 · 9u

Top interactors

WHO PINGS MOST

qwertyhnm1234592
hipohopol52
agizes44
nub_verde43
qwertytlo38
admin_oksimoksi35
rejynapopolam29
aimshiktv26

Chat tape

NOTABLE MSGS

01:00orochi167OPENER
Я первый ура
245:00FazaProWALL
🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГА
278:00dartmell23PEAK
!WTIME 44:21
278:00pulsxPEAK
!wtime 58:25
278:00peace_love_simpsonsPEAK
!wtime 37:21
278:00l1smyy_ytygPEAK
!wtime 41:23
278:00YoPal69PEAK
!wtime 45:54
278:00heli_gi_euPEAK
!wtime 43:17

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

1,377 msgs

Top 50 chatters

26%

3,914 msgs

Remaining

3676

share 74%

TOP 10 · 9%REST · 3716 CHATTERS · 91%

LUL ×453laeykkBear ×136PogChamp ×114<3 ×98DinoDance ×88NotLikeThis ×78parago49Maelwow ×77SeemsGood ×58nestliSese ×53Kreygasm ×45

Emote volume

MSGS W/ EMOTES

Of all messages

4.9%

15,046 msgs scanned

Emote codes

1,944 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

795

6,995

4,607

2,084

500

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

Median

14 ch

P90

57 ch

Max

500 ch

Chat DNA

% OF ALL MSGS

Caps rage

0.7%

109 msgs

Questions

8.3%

1,244 msgs

Mentions

13.8%

2,073 @calls

Commands

31.5%

4,741 !calls

CAPS0.7%
QUESTIONS8.3%
MENTIONS13.8%
COMMANDS31.5%

Top multiplier

#1 EMOTE

LUL

official emote · per-minute flow

02laeykkBear×136
03PogChamp×114
04<3×98

Emote leaderboard

OFFICIAL7TV-STYLE

LUL×453
laeykkBear×136
PogChamp×114
<3×98
DinoDance×88
NotLikeThis×78
parago49Maelwow×77
SeemsGood×58
nestliSese×53
Kreygasm×45
Kappa×44
baleBongo×42
nestliPupchik×39
semperturtRavedumpy×34
parago49Smilejam×32
GoldPLZ×31

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	Регайся и забирай НОВЫЙ бонус — фрибет 10K от WINLINE: https://winline.tv/dota2	×114	1	4m→526m	NICHE
02	Берите от игр больше — с Альфа-Банком. Получайте кэшбэк 3% за каждое пополнение Steam в приложении. https://alfa.me/zodD5S	×57	1	8m→520m	NICHE
03	https://winline.tv/dota2 ← Регайся и забирай НОВЫЙ бонус — фрибет 10K от WINLINE!	×33	1	58m→377m	NICHE
04	!wtime 44:44	×18	16	50m→437m	VIRAL
05	майл кинь стрелу в моей блекхолл	×17	13	471m→480m	VIRAL
06	LUL LUL LUL	×13	10	23m→512m	VIRAL
07	!wtime 55:55	×11	10	56m→376m	VIRAL
08	пишите	×11	11	162m→382m	VIRAL
09	ИЗВИНИ	×11	11	255m→255m	VIRAL
10	!wtime 33:33	×10	10	50m→367m	VIRAL

Keyword cloud

TOP 18 TOKENS

wtime₄₆₅₅winline₃₀₆хулиганы₂₆₅будет₂₁₄маел₂₀₇https₂₀₆watched₁₉₄consecutive₁₉₄streams₁₉₄sparked₁₉₄watch₁₉₄streak₁₉₄просто₁₇₀кинь₁₅₅новый₁₅₂dota2₁₅₀регайся₁₄₈забирай₁₄₈

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

245:00FazaProWALL
🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГА
278:00dartmell23PEAK
!WTIME 44:21
278:00pulsxPEAK
!wtime 58:25
278:00peace_love_simpsonsPEAK
!wtime 37:21
278:00l1smyy_ytygPEAK
!wtime 41:23
278:00YoPal69PEAK
!wtime 45:54
278:00heli_gi_euPEAK
!wtime 43:17

User colors

TOP 16

Participation inequality

3,726 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

22%

37 users

Top 5%

45%

186 users

Top 10%

57%

373 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 msg1,893USERS1,893MSGS12.6%
2-4 msgs1,208USERS3,109MSGS20.7%
5-19 msgs502USERS4,182MSGS27.8%
20+ msgs123USERS5,862MSGS39.0%

123 super-active users (3.3% of chatters) wrote 39% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@makakaprooldschool53 · by 24 users
@qwertyhnm1234544 · by 30 users
@jamclub43 · by 26 users
@hipohopol33 · by 20 users
@mr_zais25 · by 14 users
@notbadcrymad24 · by 15 users
@admin_oksimoksi21 · by 13 users
@kotik2k8_19 · by 9 users
@saizel2k18 · by 14 users
@narabotenikak18 · by 15 users

Top interactors

WHO REACHES OUT

qwertyhnm1234592 sent
hipohopol52 sent
agizes44 sent
nub_verde43 sent
qwertytlo38 sent
admin_oksimoksi35 sent
rejynapopolam29 sent
aimshiktv26 sent
saizel2k25 sent
spokoen888824 sent

Badge mix

TOP 8

PREDICTIONS1505 · 10%
TWITCH-RECAP-2025464 · 3%
TWITCH-RECAP-2023407 · 3%
DEAD-BY-DAYLIGHT-X-JASON-UNIVERSE327 · 2%
RAGING-WOLF-HELM321 · 2%
MARATHON-SILKWORM253 · 2%
PARTNER230 · 2%
MODERATOR207 · 1%

Core community

362

≥3 interactions

Drive-by

1,699

1 msg · 0 interactions

Mentions

2,135

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	qwertyhnm12345	→	makakaprooldschool	13
02	qwertyhnm12345	→	twitchdobriak	9
03	qwertyhnm12345	→	kotik2k8_	9
04	nub_verde	→	qwertyhnm12345	9
05	twitchdobriak	→	makakaprooldschool	8
06	senseiyohan	→	notbadcrymad	7
07	hipohopol	→	maxnihilus	7
08	qwertyhnm12345	→	stakebuster	6
09	qwertyhnm12345	→	yop2u	6
10	qwertyhnm12345	→	wfwf5	6
11	qwertyhnm12345	→	dogpwn	6
12	spichka007	→	bezhands	6

Chat tape

NOTABLE MESSAGES

01:00orochi167OPENER
Я первый ура
245:00FazaProWALL
🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГАНЫ УРА🖤ХУЛИГА
278:00dartmell23PEAK
!WTIME 44:21
278:00pulsxPEAK
!wtime 58:25
278:00peace_love_simpsonsPEAK
!wtime 37:21
278:00l1smyy_ytygPEAK
!wtime 41:23

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

0.0

chat depth

Community gini

0.63

0 = broad, 1 = few voices

Loyal chatters

625

≥5 msgs

Sub messages

paying-fan share

Brand safety

MEASURED · LEXICON

ASafety grade

Score / 100

PROFANITY0.0%
CAPS RAGE0.7%
SPAM/PASTA2.6%
BOT MSGS1.1%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
CMD	!wtime	×4589	1636	50m→447m	ORGANIC
LINK	winline.tv	×148	2	4m→526m	BOT TIMER
LINK	alfa.me	×57	1	8m→520m	BOT TIMER
CMD	!wintime	×16	14	50m→444m	ORGANIC
CMD	!time	×16	14	50m→432m	ORGANIC
CMD	!wtine	×9	9	50m→280m	ORGANIC
CMD	!wtimr	×3	2	53m→116m	ORGANIC
CMD	!iwtime	×3	3	207m→374m	ORGANIC
CMD	!wrime	×2	2	50m→278m	ORGANIC
CMD	!wtome	×2	1	50m→115m	ORGANIC
CMD	!46	×2	2	115m→278m	ORGANIC
CMD	!wtime42	×2	1	279m→280m	ORGANIC
CMD	!43	×2	2	279m→371m	ORGANIC
CMD	!wtme	×2	2	281m→376m	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

ES0.1%
EN1.4%
OTHER / EMOTE-ONLY98.5%

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 15,046CHATTERS 3726POS 196NEG 49TOP KEYWORD “WTIME” ×4655GINI 0.63BOTS 5PEAK ×39.4 @ 50m

dota2_paragon_ru's Dota 2 stream "Virtus.pro [0:0] HULIGANI | The International 2026: EU Closed Qualifier | BO3 | @Eiritel & @blackarhangel" on Jun 28, 2026 generated 15,046 messages from 3,726 unique chatters (28.5 msgs/min average, peaking at 641/min). Sentiment ran 196 positive vs 49 negative, and the top keyword was "wtime" (×4655). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

Ask me something about the stream

dota2_paragon_ru stream analytics summary