FULL STREAM INTELLIGENCE · Dota 2
Jul 15, 2026 · VOD 2820442032
keyword lexicon heuristic · not a language model
14 emote msgs — ×4.8 the average
18 emote msgs — ×6.2 the average
11 emote msgs — ×3.8 the average
13 emote msgs — ×4.4 the average
17 emote msgs — ×5.8 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 109 | 1.00 | known | known bot account |
| pantiley_ | 14 | 0.45 | medium | repeated one message ×12 (86% of output) |
| jotaro1082 | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
| bostage | 5 | 0.45 | medium | repeated one message ×4 (80% of output) |
cohhBongos
TAPSEN CONTROL YOUR EMOTIONS! TAPSEN CONTROL YOUR EMOTIONS! TAPSEN CONTROL YOUR EMOTIONS! TAPSEN CONTROL YOUR EMOTIONS!
@Topson dota much louder than mic
do you iron your hair ? @Topson
@Topson isnt like manta and ac after?
@Topson thanks for reviewing this game
| # | Chatter | Badges | Msgs | Activity 0m→340m | Share |
|---|---|---|---|---|---|
| 01 | dotabod | MOD | 330 | 4.3% | |
| 02 | bigflicknick | 121 | 1.6% | ||
| 03 | Nightbot | MODBOT | 109 | 1.4% | |
| 04 | zazuzazutv | 91 | 1.2% | ||
| 05 | Jebusnorris | SUB | 88 | 1.2% | |
| 06 | dnoobtt | 87 | 1.1% | ||
| 07 | kadrimtom | 86 | 1.1% | ||
| 08 | SandSurfer127 | 83 | 1.1% | ||
| 09 | knarry | SUB | 78 | 1.0% | |
| 10 | internationalswindler | 75 | 1.0% | ||
| 11 | DeeJay_Sam | 70 | 0.9% | ||
| 12 | bushenka322 | 63 | 0.8% | ||
| 13 | JivaJago | 57 | 0.7% | ||
| 14 | saviorofthedate | 54 | 0.7% | ||
| 15 | Michael_Hutchie | 53 | 0.7% | ||
| 16 | WareWyr | MOD | 49 | 0.6% | |
| 17 | zmatciao | 49 | 0.6% | ||
| 18 | lassethug7 | 47 | 0.6% | ||
| 19 | LeibnizDisciple | 47 | 0.6% | ||
| 20 | ultzhe | 46 | 0.6% |
first-message arrivals · 0m → 340m
18 joined in the first 2 minutes = 1% of all chatters
cohhBongos
TAPSEN CONTROL YOUR EMOTIONS! TAPSEN CONTROL YOUR EMOTIONS! TAPSEN CONTROL YOUR EMOTIONS! TAPSEN CONTROL YOUR EMOTIONS!
@Topson dota much louder than mic
do you iron your hair ? @Topson
@Topson isnt like manta and ac after?
@Topson thanks for reviewing this game
@Topson could u please rewatch PTime vs Vici and observe how darkmago did 322?
@topson Does it still make sense to buy Aghanim's Shard on Pugna in the late game? With the Facet that grants +1.5% outg
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | !mmr | ×63 | 51 | 8m→340m | VIRAL |
| 02 | !today | ×42 | 36 | 8m→328m | VIRAL |
| 03 | getmeout | ×41 | 15 | 10m→329m | VIRAL |
| 04 | !rank | ×39 | 36 | 1m→311m | VIRAL |
| 05 | Go to https://topson.click/surfshark or use code “topson” at checkout to get 4 extra months of Surfshark VPN! | ×39 | 1 | 4m→334m | NICHE |
| 06 | Rules: English or Finnish only. No complaining about hero picks or item builds. Keep it PMA when games are rough <3 !rules | ×33 | 1 | 8m→333m | NICHE |
| 07 | !vpn | ×20 | 20 | 15m→334m | VIRAL |
| 08 | BASED | ×17 | 16 | 20m→281m | VIRAL |
| 09 | KEKW | ×14 | 14 | 25m→329m | VIRAL |
| 10 | hello | ×14 | 3 | 136m→335m | NICHE |
TAPSEN CONTROL YOUR EMOTIONS! TAPSEN CONTROL YOUR EMOTIONS! TAPSEN CONTROL YOUR EMOTIONS! TAPSEN CONTROL YOUR EMOTIONS!
@topson Does it still make sense to buy Aghanim's Shard on Pugna in the late game? With the Facet that grants +1.5% outg
FeelsOkayMan Sometimes I fantasize about Marci coming home drunk and beating me until I feel numb. She kicks me in the r
@ChaiGPT for sure just said that because dota 1 days were lurking in forums for item guides, how to play heroes etc you
@dancing_dude with dark carnival valve changed mmr gain/loss for under 4k. 100% confidence gives you 30-35 for a win and
Topson’s stream isn't about perfectly farmed carries; it’s a masterclass in organized chaos. He tears through high-MMR l
IIugpuJlJla
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
65 super-active users (4.0% of chatters) wrote 38% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | colourfulpizza | → | topson | 7 | |
| 02 | dotabod | → | avelo | 7 | |
| 03 | zazuzazutv | → | spaghettideveloper | 6 | |
| 04 | dotabod | → | wangkeeg | 5 | |
| 05 | dotabod | → | internationalswindler | 5 | |
| 06 | zmatciao | → | topson | 5 | |
| 07 | dotabod | → | alnetnek | 4 | |
| 08 | dotabod | → | icekoolaid333 | 4 | |
| 09 | dotabod | → | castralnrioly | 4 | |
| 10 | nondo_supamida | → | topson | 4 | |
| 11 | dotabod | → | jack08172010 | 4 | |
| 12 | qoqojan | → | papercopyfaxink | 4 |
cohhBongos
TAPSEN CONTROL YOUR EMOTIONS! TAPSEN CONTROL YOUR EMOTIONS! TAPSEN CONTROL YOUR EMOTIONS! TAPSEN CONTROL YOUR EMOTIONS!
@Topson dota much louder than mic
do you iron your hair ? @Topson
@Topson isnt like manta and ac after?
@Topson thanks for reviewing this game
This is the exact image link unfurlers render when this stream is shared.
↓ Download card (1200×630)no viewer track captured
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| CMD | !np | ×81 | 60 | 7m→338m | ORGANIC |
| CMD | !mmr | ×64 | 52 | 8m→340m | ORGANIC |
| CMD | !wl | ×50 | 45 | 37m→339m | ORGANIC |
| CMD | !today | ×45 | 39 | 8m→328m | ORGANIC |
| CMD | !rank | ×39 | 36 | 1m→311m | ORGANIC |
| LINK | topson.click | ×39 | 1 | 4m→334m | BOT TIMER |
| CMD | !vpn | ×28 | 28 | 15m→334m | ORGANIC |
| CMD | !gm | ×12 | 11 | 182m→306m | ORGANIC |
| CMD | !profile | ×8 | 8 | 7m→293m | ORGANIC |
| CMD | !medal | ×8 | 8 | 39m→338m | ORGANIC |
| CMD | !delay | ×7 | 7 | 21m→258m | ORGANIC |
| CMD | !lgs | ×7 | 7 | 22m→326m | ORGANIC |
| CMD | !wr | ×5 | 4 | 49m→280m | ORGANIC |
| CMD | !rules | ×4 | 3 | 58m→273m | ORGANIC |
language of written messages · emote-only spam excluded from ES/EN
shared active chatters · real version needs chat dumps of candidate streamers
real version fetches channel history via twitchtracker / helix
Topson's Dota 2 stream "ROAD TO RANK 10 !VPN" on Jul 15, 2026 generated 7,613 messages from 1,637 unique chatters (22.3 msgs/min average, peaking at 88/min). Sentiment ran 815 positive vs 62 negative, and the top keyword was "topson" (×352). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.