Topson — Dota 2 stream analytics — Jul 20, 2026

FULL STREAM INTELLIGENCE · Dota 2

Jul 20, 2026 · VOD 2824414976

Chat mood & viewers

5,313 MSGS

Positive

590

11.1% of msgs

Negative

1.5% of msgs

Neutral

4,645

87.4% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

590 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

100:00-0.11→0.39Δ+0.50
220:00-0.08→0.38Δ+0.46
128:000.44→0.00Δ-0.44
32:000.50→0.07Δ-0.43
31:000.10→0.50Δ+0.40
92:000.40→0.00Δ-0.40

Mood regime · per minute

252 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

252 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

77:00EMOTES×6clip suggested Watch VOD
16 emote msgs — ×6 the average
- peruano_efetivo: guys stop using xdd
- barlotim: I wanna bait but no this happen to me yesterday
77:00INFLUX×3.5clip suggested Watch VOD
19 first-time chatters in one minute (raid-like influx)
- peruano_efetivo: guys stop using xdd
- barlotim: I wanna bait but no this happen to me yesterday
93:00EMOTES×4.5clip suggested Watch VOD
12 emote msgs — ×4.5 the average
- dr_cortex1: @batsss_420 joe
- wadwadJr: @batsss_420 40k
93:00SPIKE×3.8clip suggested Watch VOD
80 msgs — ×3.8 the stream average
- dr_cortex1: @batsss_420 joe
- wadwadJr: @batsss_420 40k
93:00INFLUX×3.5clip suggested Watch VOD
19 first-time chatters in one minute (raid-like influx)
- dr_cortex1: @batsss_420 joe
- wadwadJr: @batsss_420 40k

Keyword tracker

TOP 14

topson288
this148
game120
spirit118
hero106
that99
what87
when81
immortal81
clinkz76
just74
games74
like74
good73

Bot radar

3 FLAGGED

Suspect	Msgs	Score	Conf	Signals
nightbot	65	1.00	known	known bot account
thiccdicc8	8	0.45	medium	repeated one message ×5 (63% of output)
jotaro1082	6	0.45	medium	repeated one message ×4 (67% of output)

Emote pulse

TOP 8

xdd121
LUL114
Pog59
BatChest37
Kappa35
topsonDead_TK30
<329
:D24

Evidence tape

6 MSGS

00:00dacks06OPENER
yo
00:00xddinside966WALL
BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest Bat
02:00ActionBa5tardPING
@Topson when do you think we get compendium?
04:00dota2betterthanleaguelolPING
what do you want in the upcoming compendium @Topson
06:00Ae86eRPING
@Topson thoughts on shadow demon
06:00CastralNRiolyPING
@Topson did you watch yesterday EWC? gpk's ES lost 2 match with ES mid, what do you think of it?

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Total messagesverified chat dump252 min · 116,086 views

Chat rate · per minute

H 80AVG 21.16 PEAKS

burst heat · 0m → 251m

Cumulative messages

RUNNING TOTAL

New chatters / min

FIRST SEEN

Top moments · chat bursts

≥1.3× AVG · 2M APART

0177:00 · 55 msgs×2.6
trending: “xdd”
- peruano_efetivo: guys stop using xdd
- barlotim: I wanna bait but no this happen to me yesterday
- gavpcx160: how old is topson chat?
0293:00 · 80 msgs×3.8
trending: “getmeout”
- dr_cortex1: @batsss_420 joe
- wadwadJr: @batsss_420 40k
- tzhdoko: @dr_cortex1 I dont understand why dont u buy a heart then
03151:00 · 53 msgs×2.5
trending: “xtt”
- castlevania_player: show wr items pls
- dota2betterthanleaguelol: @yousirnein true lone druid as well
- dotabod: @Shigu_Rei Void Spirit 1L | Earth Spirit 1L | Invoker 1W · 1W 2L (3 games)
04161:00 · 60 msgs×2.8
trending: “pog”
- tomiidotchi: dodge pog
- S3NbKA: яHAHAHAHAHAHA
- SandSurfer127: @tdsstef Magnetic Field pulls runes
05166:00 · 76 msgs×3.6
trending: “BOGGED”
- scoenu: tht will tk em 10 years or 2
- neithan__thewronged: rage quit LO
- JoeAvocado: @Snurn i saw that too, it is nuts
06220:00 · 64 msgs×3
trending: “xdd”
- bini_maloii: @saykuss now we talkin'
- bini_maloii: got same interest huh
- kayasangeee: @glowingcold its 2026 mate

Chat tape · highlights

00:00dacks06OPENER
yo
00:00xddinside966WALL
BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest Bat
02:00ActionBa5tardPING
@Topson when do you think we get compendium?
04:00dota2betterthanleaguelolPING
what do you want in the upcoming compendium @Topson
06:00Ae86eRPING
@Topson thoughts on shadow demon
06:00CastralNRiolyPING
@Topson did you watch yesterday EWC? gpk's ES lost 2 match with ES mid, what do you think of it?
06:00hatenvrPING
@albertozavr123 @Topson are really going to play with Tundra?
93:00dr_cortex1PEAK
@batsss_420 joe

Top chatter

RANK 01

dotabod

MSGS
SENT

FIRST SEEN 7:00 · 4.0% OF ALL CHATMOD

Unique chatters

1,362

1% of viewers

Msgs / chatter

3.9

5,313 msgs total

From subs

136 msgs

Bots filtered

65 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS22% OF CHAT

#	Chatter	Badges	Msgs	Share
01	dotabod	MOD	213	4.0%
02	dota2betterthanleaguelol		163	3.1%
03	sdafkjwkop		76	1.4%
04	luiggidanny		68	1.3%
05	Nightbot	MODBOT	65	1.2%
06	ultzhe		58	1.1%
07	JivaJago		53	1.0%
08	wadwadJr		49	0.9%
09	megnesium2		47	0.9%
10	scoenu		46	0.9%
11	glowingcold		40	0.8%
12	ActionBa5tard	SUB	35	0.7%
13	WareWyr	MOD	35	0.7%
14	saviorofthedate		34	0.6%
15	frldgeson		33	0.6%
16	S3NbKA		33	0.6%
17	cameron___0		33	0.6%
18	gooningnowlowonjuices		31	0.6%
19	yousirnein		31	0.6%
20	DeeJay_Sam		31	0.6%

User types · badge mix

101 BADGES

PREMIUM419 · 8%
MODERATOR314 · 6%
BOT-BADGE278 · 5%
EWC-2026-DIAMOND208 · 4%
PREDICTIONS163 · 3%
SUBSCRIBER136 · 3%
RAGING-WOLF-HELM131 · 2%
NO_AUDIO112 · 2%

New chatters · arrival curve

1362 TOTAL

first-message arrivals · 0m → 251m

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

Returning

266

≥5 msgs sent

One-and-done

656

single message

Most mentioned

755 @s

@topson73 · 51u
@dota2betterthanleaguelol16 · 15u
@warewyr11 · 7u
@crustyhax9 · 9u
@the97lord9 · 6u
@batsss_4208 · 8u
@dr_cortex17 · 5u
@sandsurfer1277 · 3u

Top interactors

WHO PINGS MOST

dotabod212
dota2betterthanleaguelol32
cameron___011
jakeke10
wadwadjr8
roreo_8
goslinggamers8
rareakumallin8

Chat tape

NOTABLE MSGS

00:00dacks06OPENER
yo
00:00xddinside966WALL
BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest Bat
02:00ActionBa5tardPING
@Topson when do you think we get compendium?
04:00dota2betterthanleaguelolPING
what do you want in the upcoming compendium @Topson
06:00Ae86eRPING
@Topson thoughts on shadow demon
06:00CastralNRiolyPING
@Topson did you watch yesterday EWC? gpk's ES lost 2 match with ES mid, what do you think of it?
06:00hatenvrPING
@albertozavr123 @Topson are really going to play with Tundra?
93:00dr_cortex1PEAK
@batsss_420 joe

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

16%

838 msgs

Top 50 chatters

34%

1,794 msgs

Remaining

1312

share 66%

TOP 10 · 16%REST · 1352 CHATTERS · 84%

xdd ×121LUL ×114Pog ×59BatChest ×37Kappa ×35topsonDead_TK ×30<3 ×29:D ×24KEKW ×19NotLikeThis ×17

Emote volume

MSGS W/ EMOTES

Of all messages

12.7%

5,313 msgs scanned

Emote codes

712 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

1,289

1,591

1,630

593

164

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

Median

13 ch

P90

52 ch

Max

363 ch

Chat DNA

% OF ALL MSGS

Caps rage

3.0%

157 msgs

Questions

7.3%

386 msgs

Mentions

14.2%

752 @calls

Commands

4.9%

258 !calls

CAPS3.0%
QUESTIONS7.3%
MENTIONS14.2%
COMMANDS4.9%

Top multiplier

#1 EMOTE

xdd

7tv-style token · per-minute flow

02LUL×114
03Pog×59
04BatChest×37

Emote leaderboard

OFFICIAL7TV-STYLE

xdd×121
LUL×114
Pog×59
BatChest×37
Kappa×35
topsonDead_TK×30
<3×29
:D×24
KEKW×19
NotLikeThis×17
B)×17
PogChamp×14
Sadge×14
SeemsGood×13
:)×12
HUH×12

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	!mmr	×44	41	10m→243m	VIRAL
02	!rank	×36	36	7m→241m	VIRAL
03	!today	×34	27	46m→251m	VIRAL
04	Go to https://topson.click/surfshark or use code “topson” at checkout to get 4 extra months of Surfshark VPN!	×25	1	3m→243m	NICHE
05	Rules: English or Finnish only. No complaining about hero picks or item builds. Keep it PMA when games are rough <3 !rules	×25	1	6m→246m	NICHE
06	getmeout	×22	8	44m→249m	NICHE
07	LMAO	×14	11	19m→231m	VIRAL
08	AnkaraMessi	×14	12	24m→103m	VIRAL
09	RIPBOZO	×14	14	33m→188m	VIRAL
10	HOLY	×11	8	29m→156m	NICHE

Keyword cloud

TOP 18 TOKENS

topson₂₈₈this₁₄₈game₁₂₀spirit₁₁₈hero₁₀₆that₉₉what₈₇when₈₁immortal₈₁clinkz₇₆just₇₄games₇₄like₇₄good₇₃rank₇₁have₆₅invoker₆₄your₆₂

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

00:00xddinside966WALL
BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest Bat
93:00dr_cortex1PEAK
@batsss_420 joe
93:00wadwadJrPEAK
@batsss_420 40k
93:00tzhdokoPEAK
@dr_cortex1 I dont understand why dont u buy a heart then
93:00dota2betterthanleaguelolPEAK
@blerpensity 67
93:00lottozynga2PEAK
NotLikeThis
93:00S3NbKAPEAK
why i dont buy aghanim

User colors

TOP 16

Participation inequality

1,362 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

18%

14 users

Top 5%

38%

68 users

Top 10%

51%

136 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 msg656USERS656MSGS12.3%
2-4 msgs440USERS1,141MSGS21.5%
5-19 msgs233USERS2,017MSGS38.0%
20+ msgs33USERS1,499MSGS28.2%

33 super-active users (2.4% of chatters) wrote 28% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@topson73 · by 51 users
@dota2betterthanleaguelol16 · by 15 users
@warewyr11 · by 7 users
@crustyhax9 · by 9 users
@the97lord9 · by 6 users
@batsss_4208 · by 8 users
@dr_cortex17 · by 5 users
@sandsurfer1277 · by 3 users
@roreo_6 · by 6 users
@rareakumallin6 · by 4 users

Top interactors

WHO REACHES OUT

dotabod212 sent
dota2betterthanleaguelol32 sent
cameron___011 sent
jakeke10 sent
wadwadjr8 sent
roreo_8 sent
goslinggamers8 sent
rareakumallin8 sent
joeavocado8 sent
glowingcold7 sent

Badge mix

TOP 8

PREMIUM419 · 8%
MODERATOR314 · 6%
BOT-BADGE278 · 5%
EWC-2026-DIAMOND208 · 4%
PREDICTIONS163 · 3%
SUBSCRIBER136 · 3%
RAGING-WOLF-HELM131 · 2%
NO_AUDIO112 · 2%

Core community

131

≥3 interactions

Drive-by

510

1 msg · 0 interactions

Mentions

755

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	goslinggamers	→	topson	7
02	dotabod	→	sandsurfer127	5
03	pusheenmeowmeow	→	dotapopo	5
04	castralnrioly	→	topson	4
05	dotabod	→	clutchorcake	4
06	sovelovet	→	topson	4
07	dotabod	→	onnewone	4
08	dotabod	→	neverlookbackkkk	4
09	jakeke	→	dyablo_tq	4
10	dubysa245	→	topson	3
11	psz90	→	karrrtox	3
12	karrrtox	→	psz90	3

Chat tape

NOTABLE MESSAGES

00:00dacks06OPENER
yo
00:00xddinside966WALL
BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest BatChest Bat
02:00ActionBa5tardPING
@Topson when do you think we get compendium?
04:00dota2betterthanleaguelolPING
what do you want in the upcoming compendium @Topson
06:00Ae86eRPING
@Topson thoughts on shadow demon
06:00CastralNRiolyPING
@Topson did you watch yesterday EWC? gpk's ES lost 2 match with ES mid, what do you think of it?

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

0.60

0 = broad, 1 = few voices

Loyal chatters

266

≥5 msgs

Sub messages

paying-fan share

Brand safety

MEASURED · LEXICON

ASafety grade

Score / 100

PROFANITY0.5%
CAPS RAGE3.0%
SPAM/PASTA6.1%
BOT MSGS1.2%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
CMD	!mmr	×44	41	10m→243m	ORGANIC
CMD	!rank	×36	36	7m→241m	ORGANIC
CMD	!today	×34	27	46m→251m	ORGANIC
CMD	!np	×31	25	12m→245m	ORGANIC
CMD	!wl	×31	30	46m→246m	ORGANIC
LINK	topson.click	×25	1	3m→243m	BOT TIMER
CMD	!vpn	×16	16	3m→212m	ORGANIC
CMD	!profile	×8	8	40m→158m	ORGANIC
CMD	!delay	×6	6	15m→238m	ORGANIC
CMD	!lgs	×6	4	29m→226m	ORGANIC
CMD	!shard	×6	5	86m→218m	ORGANIC
CMD	!aghs	×5	5	192m→241m	ORGANIC
CMD	!medal	×3	3	66m→106m	ORGANIC
CMD	!innate	×3	3	73m→226m	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%
EN18.5%
OTHER / EMOTE-ONLY80.1%

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 5,313CHATTERS 1362POS 590NEG 78TOP KEYWORD “TOPSON” ×288GINI 0.596BOTS 3PEAK ×6 @ 77m

Topson's Dota 2 stream "ROAD TO RANK 10 !VPN" on Jul 20, 2026 generated 5,313 messages from 1,362 unique chatters (21.1 msgs/min average, peaking at 80/min). Sentiment ran 590 positive vs 78 negative, and the top keyword was "topson" (×288). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

Ask me something about the stream

Topson stream analytics summary