s0mcs — VALORANT stream analytics — Jul 18, 2026
FULL STREAM INTELLIGENCE · VALORANT
Jul 18, 2026 · VOD 2823235321
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 459:000.00→0.48Δ+0.48
- 130:000.51→0.12Δ-0.39
- 233:000.00→0.36Δ+0.36
- 291:000.40→0.04Δ-0.36
- 348:000.05→0.40Δ+0.35
- 290:000.06→0.40Δ+0.34
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
9 emote msgs — ×6.2 the average
- FrontierPS: @officialmemorize RISE left after shanks, dignitas did as well, nrg won after he
- dtoyy: JI TU BigPhish ART OF CHOKE BigPhish WA LIN BigPhish TU REN TU BigPhish ZHAO GE
12 emote msgs — ×8.2 the average
- lechuga__man: I MEAN NAHTEEEEE
- cole__1738: did brawk just smile?
9 emote msgs — ×6.2 the average
- zernyc: TU REN TU
- Orcus08: is jawgemo and babybay on drugs
15 emote msgs — ×10.3 the average
- ktpengui101: @Spektral0_0 omg i didnt mean to spam that much actually pfft
- airdirrrk: no more ads more mada WWW
9 emote msgs — ×6.2 the average
- davr1n: !pollingrate
- ktpengui101: winnable or no
Keyword tracker
- scuba432
- this423
- they369
- that360
- shanks353
- what348
- youtube346
- just282
- instagram281
- make271
- like255
- sure248
- bang238
- mibr200
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 730 | 1.00 | known | known bot account |
| streamelements | 1 | 1.00 | known | known bot account |
| tarik | 26 | 0.55 | medium | 14 messages fired <2s apart · 6.3 msgs/min sustained |
| marved6 | 10 | 0.55 | medium | 4 messages fired <2s apart · 10 msgs/min sustained |
| missingdamark | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| hyunmin207 | 6 | 0.45 | medium | repeated one message ×4 (67% of output) |
| rade0n14 | 5 | 0.45 | medium | repeated one message ×4 (80% of output) |
Emote pulse
- BigPhish618
- LUL306
- omgBruh111
- KEKW32
- jonbat6723
- s0mHeart19
- scumpHTP18
- xqcTL16
Evidence tape
- 00:00PrincesssKimyOPENER
HEY SAM
- 00:00NightbotPING
Make sure you follow me on all socials! Youtube - www.youtube.com/s0mcsgo Instagram - https://instagram.com/s0m_oh Twitt
- 00:00MaddyywooPING
HELLO!!! @s0mcs
- 01:00MaddyywooPING
@s0mcs GMMMMMMMM
- 01:00an1ki11PING
5-2 BTW @s0mcs
- 01:00emegencyy_foodPING
@s0mcs ARE THE TWITCH RIVALS DONE??
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→466m | Share |
|---|---|---|---|---|---|
| 01 | Nightbot | MODBOT | 730 | 4.3% | |
| 02 | ktpengui101 | VIP | 492 | 2.9% | |
| 03 | idotax | SUB | 474 | 2.8% | |
| 04 | Perrysuxker_17 | 330 | 1.9% | ||
| 05 | s0mmiin | 293 | 1.7% | ||
| 06 | Spektral0_0 | 250 | 1.5% | ||
| 07 | venusloves | 242 | 1.4% | ||
| 08 | Flobbytastisch | 221 | 1.3% | ||
| 09 | endorphinsz | 221 | 1.3% | ||
| 10 | FrontierPS | 215 | 1.3% | ||
| 11 | CZARFACEnc | 209 | 1.2% | ||
| 12 | futsoll | 209 | 1.2% | ||
| 13 | olivx0 | 203 | 1.2% | ||
| 14 | beeand_puppycat | 202 | 1.2% | ||
| 15 | sus0REO | SUB | 182 | 1.1% | |
| 16 | Andyh__ | SUB | 181 | 1.1% | |
| 17 | Orcus08 | 179 | 1.0% | ||
| 18 | ay3cs | 158 | 0.9% | ||
| 19 | kizuw | 152 | 0.9% | ||
| 20 | cristen | 137 | 0.8% |
User types · badge mix
- SUBSCRIBER2,470 · 14%
- PREDICTIONS1,707 · 10%
- PREMIUM1,601 · 9%
- MODERATOR887 · 5%
- SUB-GIFTER886 · 5%
- GAMERDUO824 · 5%
- BOT-BADGE731 · 4%
- BLOSSOM-BADGE589 · 3%
New chatters · arrival curve
first-message arrivals · 0m → 466m
71 joined in the first 2 minutes = 4% of all chatters
Most mentioned
- @s0mcs401 · 149u
- @ktpengui101101 · 25u
- @olivx094 · 23u
- @flobbytastisch89 · 21u
- @spektral0_088 · 36u
- @idotax59 · 21u
- @perrysuxker_1755 · 19u
- @prefeituradefortaleza46 · 14u
Top interactors
- nightbot117
- perrysuxker_17102
- idotax94
- ktpengui10186
- flobbytastisch83
- frontierps73
- olivx056
- spektral0_055
Chat tape
- 00:00PrincesssKimyOPENER
HEY SAM
- 00:00NightbotPING
Make sure you follow me on all socials! Youtube - www.youtube.com/s0mcsgo Instagram - https://instagram.com/s0m_oh Twitt
- 00:00MaddyywooPING
HELLO!!! @s0mcs
- 01:00MaddyywooPING
@s0mcs GMMMMMMMM
- 01:00an1ki11PING
5-2 BTW @s0mcs
- 01:00emegencyy_foodPING
@s0mcs ARE THE TWITCH RIVALS DONE??
- 11:00NightbotWALL
English only in chat please. S'il vous plaît parlez en anglais. Por favor, hable Inglés. por favor, fale somente em ingl
- 46:00snowmanx9WALL
KILL RYAN KILL RYAN KILL RYAN KILL RYAN KILL RYAN KILL RYAN KILL RYAN KILL RYAN KILL RYAN KILL RYAN KILL RYAN KILL RYAN
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS12.2%
- QUESTIONS6.5%
- MENTIONS11.1%
- COMMANDS1.7%
Top multiplier
- 02LUL×306
- 03omgBruh×111
- 04KEKW×32
Emote leaderboard
- BigPhish×618
- LUL×306
- omgBruh×111
- KEKW×32
- jonbat67×23
- s0mHeart×19
- scumpHTP×18
- xqcTL×16
- HUH×13
- :D×13
- ICANT×13
- :(×13
- skubac1HYPE×13
- s0mLUL×12
- ffzW×12
- lookUp×12
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | LMFAO | ×94 | 51 | 10m→464m | VIRAL |
| 02 | Make sure you follow me on all socials! Youtube - www.youtube.com/s0mcsgo Instagram - https://instagram.com/s0m_oh Twitter - www.twitter.com/s0mcs TikTok - www.tiktok.com/@s0mcs | ×93 | 1 | 0m→463m | NICHE |
| 03 | LMAO | ×86 | 47 | 11m→464m | VIRAL |
| 04 | BANG | ×78 | 55 | 3m→463m | VIRAL |
| 05 | Make sure to subscribe to s0m's youtube channel - www.youtube.com/s0mcsgo | ×78 | 1 | 4m→466m | NICHE |
| 06 | scuba | ×77 | 50 | 139m→466m | VIRAL |
| 07 | OH CWAP | ×52 | 2 | 21m→463m | NICHE |
| 08 | omgBruh | ×51 | 30 | 26m→435m | VIRAL |
| 09 | Make sure to follow Sam on Instagram! - https://instagram.com/s0m_oh | ×46 | 1 | 9m→459m | NICHE |
| 10 | Join s0m's discord and take part in his community! discord.gg/s0m | ×46 | 1 | 9m→459m | NICHE |
Keyword cloud
Mood regime
Spam tape
- 11:00NightbotWALL
English only in chat please. S'il vous plaît parlez en anglais. Por favor, hable Inglés. por favor, fale somente em ingl
- 46:00snowmanx9WALL
KILL RYAN KILL RYAN KILL RYAN KILL RYAN KILL RYAN KILL RYAN KILL RYAN KILL RYAN KILL RYAN KILL RYAN KILL RYAN KILL RYAN
- 221:00Spektral0_0WALL
@sus0REO i need to say this. I need everyone to listen very fucking carefully. Forget about everything. I dont care who
- 268:00emsittWALL
There is no verified public estimate of G2 Shanks' (Ryan "Shanks," the VALORANT streamer and content creator for G2 Espo
- 274:00volxyx2WALL
JI TU BigPhish ART OF CHOKE BigPhish WA LIN BigPhish TU REN TU BigPhish ZHAO GE MO BigPhish BEI BI BEI B
- 275:00TheGreatDaliWALL
JI TU BigPhish ART OF CHOKE BigPhish WA LIN BigPhish TU REN TU BigPhish ZHAO GE MO BigPhish BEI BI BEI B
- 358:00huabweWALL
I CALL RYAN 📞 THIS GUY 👨 IS MID BALL UP 🏀 I THINK 🤔 IM LIKE... FAM 😳 WHEN ARE YOU GONNA BE HOME 🏠 HES LIKE 😫 30 M
User colors
Participation inequality
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
Community split
Lorenz curve · cumulative share
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
User tiers · who carries the chat
- 1 msg825USERS825MSGS4.8%
- 2-4 msgs607USERS1,561MSGS9.1%
- 5-19 msgs366USERS3,380MSGS19.8%
- 20+ msgs150USERS11,305MSGS66.2%
150 super-active users (7.7% of chatters) wrote 66% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @s0mcs401 · by 149 users
- @ktpengui101101 · by 25 users
- @olivx094 · by 23 users
- @flobbytastisch89 · by 21 users
- @spektral0_088 · by 36 users
- @idotax59 · by 21 users
- @perrysuxker_1755 · by 19 users
- @prefeituradefortaleza46 · by 14 users
- @cristen46 · by 17 users
- @kizuw39 · by 15 users
Top interactors
- nightbot117 sent
- perrysuxker_17102 sent
- idotax94 sent
- ktpengui10186 sent
- flobbytastisch83 sent
- frontierps73 sent
- olivx056 sent
- spektral0_055 sent
- prefeituradefortaleza49 sent
- endorphinsz42 sent
Badge mix
- SUBSCRIBER2470 · 14%
- PREDICTIONS1707 · 10%
- PREMIUM1601 · 9%
- MODERATOR887 · 5%
- SUB-GIFTER886 · 5%
- GAMERDUO824 · 5%
- BOT-BADGE731 · 4%
- BLOSSOM-BADGE589 · 3%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | nightbot | → | s0mcs | 94 | |
| 02 | perrysuxker_17 | → | ktpengui101 | 28 | |
| 03 | ktpengui101 | → | olivx0 | 23 | |
| 04 | idotax | → | s0mcs | 18 | |
| 05 | flobbytastisch | → | prefeituradefortaleza | 17 | |
| 06 | prefeituradefortaleza | → | flobbytastisch | 16 | |
| 07 | olivx0 | → | ktpengui101 | 16 | |
| 08 | ktpengui101 | → | perrysuxker_17 | 16 | |
| 09 | flobbytastisch | → | olivx0 | 15 | |
| 10 | perrysuxker_17 | → | s0mcs | 14 | |
| 11 | olivx0 | → | flobbytastisch | 14 | |
| 12 | perrysuxker_17 | → | olivx0 | 14 |
Chat tape
- 00:00PrincesssKimyOPENER
HEY SAM
- 00:00NightbotPING
Make sure you follow me on all socials! Youtube - www.youtube.com/s0mcsgo Instagram - https://instagram.com/s0m_oh Twitt
- 00:00MaddyywooPING
HELLO!!! @s0mcs
- 01:00MaddyywooPING
@s0mcs GMMMMMMMM
- 01:00an1ki11PING
5-2 BTW @s0mcs
- 01:00emegencyy_foodPING
@s0mcs ARE THE TWITCH RIVALS DONE??
Social share card
This is the exact image link unfurlers render when this stream is shared.
↓ Download card (1200×630)Ad equivalence
no viewer track captured
Engagement quality
Brand safety
- PROFANITY1.5%
- CAPS RAGE12.2%
- SPAM/PASTA6.2%
- BOT MSGS4.3%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | youtube.com | ×172 | 1 | 0m→466m | BOT TIMER |
| LINK | instagram.com | ×140 | 1 | 0m→463m | BOT TIMER |
| LINK | twitter.com | ×94 | 1 | 0m→463m | BOT TIMER |
| LINK | tiktok.com | ×94 | 1 | 0m→463m | BOT TIMER |
| CMD | !call | ×44 | 43 | 124m→461m | ORGANIC |
| CMD | !sunset | ×22 | 16 | 90m→345m | ORGANIC |
| CMD | !time | ×19 | 19 | 2m→466m | ORGANIC |
| CMD | !sens | ×19 | 19 | 5m→445m | ORGANIC |
| CMD | !love | ×19 | 10 | 21m→285m | ORGANIC |
| CMD | !record | ×9 | 9 | 8m→326m | ORGANIC |
| CMD | !crosshair | ×9 | 7 | 35m→324m | ORGANIC |
| CMD | !mouse | ×8 | 8 | 15m→412m | ORGANIC |
| CMD | !song | ×7 | 5 | 0m→77m | ORGANIC |
| LINK | vlr.gg | ×7 | 1 | 0m→380m | BOT TIMER |
Sponsor lift · ad-read impact
Audience language
- ES1.7%
- EN21.0%
- OTHER / EMOTE-ONLY77.3%
language of written messages · emote-only spam excluded from ES/EN
Audience overlap
- 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
real version fetches channel history via twitchtracker / helix
s0mcs stream analytics summary
s0mcs's VALORANT stream "W VACATION STREAMER s0m | RANKED INTO NRG PLAYS | DAY 15/28 | !socials !tourney !team" on Jul 18, 2026 generated 17,071 messages from 1,948 unique chatters (36.6 msgs/min average, peaking at 212/min). Sentiment ran 2,036 positive vs 89 negative, and the top keyword was "scuba" (×432). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.