ramzes — Dota 2 stream analytics — Jul 13, 2026
FULL STREAM INTELLIGENCE · Dota 2
Jul 13, 2026 · VOD 2818916737
Chat mood & viewers
7,603 MSGS
Positive
72
0.9% of msgs
Negative
23
0.3% of msgs
Neutral
7,508
98.8% of msgs
Net mood · (pos − neg) / total
keyword lexicon heuristic · not a language model
Positivity ratio
72 POS
POSITIVITY · POS/(POS+NEG)
Sentiment flips
MINUTE-OVER-MINUTE Δ
no >0.25 swings detected
Mood regime · per minute
265 MIN
POSNEUTRALNEGline = net score −1..1
Chat rate × peaks
265 MIN6 PEAKS
Auto-detected moments · clip suggestions
12 DETECTED12 CLIP-WORTHY
12 emote msgs — ×7.1 the average
- ludokottt: Всё расколил, изи
- Fossabot: ⚡️ Steam без комиссии только на Playerok: https://plrk.co/p/dr_ramzes0207 ramziW
7 emote msgs — ×4.1 the average
- tauminomet: @hsutehsk у него только что было 7к... ты как слушал...
- badma1928: @ramzes Роман , привет. Испания или Испания????????
28 first-time chatters in one minute (raid-like influx)
- arimok1ta: ебучие рекруты в чате
- HusiK2500mmr: а без агана почему?
23 emote msgs — ×13.6 the average
- mainmanrunet: собаки сутулые на энеми
- scandalrf: Кусает их как младенец сисечку
7 emote msgs — ×4.1 the average
- bzina_: BASED BASED
- insan14c: SUBprise SUBprise SUBprise
Keyword tracker
TOP 14
- https337
- ramzes260
- winline230
- только132
- делает129
- лутай115
- 10000115
- промо115
- разницу115
- тебя114
- если96
- playerok90
- надо89
- просто88
Bot radar
1 FLAGGED
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 374 | 1.00 | known | known bot account |
Emote pulse
TOP 8
- SUBprise185
- ramziWhat166
- LUL96
- DinoDance61
- <349
- ogoFalc32
- TTours25
- SingsNote22
Evidence tape
6 MSGS
- 00:00allexairaOPENER
пососешь ок?
- 02:00khamul1113PING
@ramzes Здарова, Ромич
- 02:00pazazichPING
@ramzes ку Ромчик , на сонном сегодня ?
- 03:00AXTER0NEPING
@ramzes нахуй давиться
- 03:00NavihantePING
Здарова Рамазотти @ramzes
- 03:00bigbirr67PING
@ramzes дароу
Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
0
mood swings
Bots
1
suspects flagged
Total messagesverified chat dump265 min · 168,857 views
Chat rate · per minute
H 98AVG 28.76 PEAKS
Cumulative messages
RUNNING TOTAL
New chatters / min
FIRST SEEN
Top chatter
RANK 01
n1gel1337
MSGS
SENT
SENT
FIRST SEEN 1:00 · 2.5% OF ALL CHATMOD
Unique chatters
1,926
1% of viewers
Msgs / chatter
3.9
7,603 msgs total
From subs
6%
460 msgs
Bots filtered
1
374 msgs flagged
Dominance
TOP 10
TOP-10 SHARE
Leaderboard · Top 20
BY MSGS22% OF CHAT
| # | Chatter | Badges | Msgs | Activity 0m→264m | Share |
|---|---|---|---|---|---|
| 01 | Fossabot | MODSUBBOT | 374 | 4.9% | |
| 02 | n1gel1337 | MOD | 192 | 2.5% | |
| 03 | mirrortwice | 142 | 1.9% | ||
| 04 | solitudeat | 114 | 1.5% | ||
| 05 | AlwaysWannaKiss | 83 | 1.1% | ||
| 06 | loopers102 | 75 | 1.0% | ||
| 07 | hokagefreshprince | VIP | 68 | 0.9% | |
| 08 | boec228nagibator | 66 | 0.9% | ||
| 09 | Limka13 | 60 | 0.8% | ||
| 10 | eatmybeatje | 60 | 0.8% | ||
| 11 | makeeentoshh | 54 | 0.7% | ||
| 12 | Venero1og | 47 | 0.6% | ||
| 13 | Bunnystriker | 46 | 0.6% | ||
| 14 | nevermoreqw | 45 | 0.6% | ||
| 15 | shaydovxh | 43 | 0.6% | ||
| 16 | meetyouxanaji | 42 | 0.6% | ||
| 17 | tnqnordis | 39 | 0.5% | ||
| 18 | Ayaxss1 | 38 | 0.5% | ||
| 19 | damorph666 | 38 | 0.5% | ||
| 20 | qv1zrik | 38 | 0.5% |
User types · badge mix
111 BADGES
- TWITCH-RECAP-2025487 · 6%
- SUBSCRIBER460 · 6%
- MODERATOR445 · 6%
- NO_AUDIO360 · 5%
- PREDICTIONS355 · 5%
- LEAD_MODERATOR236 · 3%
- RAGING-WOLF-HELM234 · 3%
- EWC-2026-DIAMOND230 · 3%
New chatters · arrival curve
1926 TOTAL
first-message arrivals · 0m → 264m
41 joined in the first 2 minutes = 2% of all chatters
Returning
345
≥5 msgs sent
One-and-done
989
single message
Most mentioned
1,514 @s
- @ramzes222 · 161u
- @n1gel133775 · 40u
- @boec228nagibator42 · 27u
- @solo26 · 25u
- @meetyouxanaji22 · 14u
- @makeeentoshh18 · 12u
- @nevermoreqw15 · 8u
- @krutoi_kolyan_228_naruto15 · 11u
Top interactors
WHO PINGS MOST
- fossabot70
- n1gel133747
- meetyouxanaji29
- makeeentoshh25
- boec228nagibator25
- toxilen23
- mirrortwice22
- mel1us20
Chat tape
NOTABLE MSGS
- 00:00allexairaOPENER
пососешь ок?
- 02:00khamul1113PING
@ramzes Здарова, Ромич
- 02:00pazazichPING
@ramzes ку Ромчик , на сонном сегодня ?
- 03:00AXTER0NEPING
@ramzes нахуй давиться
- 03:00NavihantePING
Здарова Рамазотти @ramzes
- 03:00bigbirr67PING
@ramzes дароу
- 75:00bezdomnybomzhPEAK
вот он перуанец на луне
- 75:00Siraf1mPEAK
Перуанец на русском о стреле
Concentration
WHO CARRIES THE CHAT
Top 10 chatters
16%
1,234 msgs
Top 50 chatters
33%
2,537 msgs
Remaining
1876
share 67%
TOP 10 · 16%REST · 1916 CHATTERS · 84%
SUBprise ×185ramziWhat ×166LUL ×96DinoDance ×61<3 ×49ogoFalc ×32TTours ×25SingsNote ×22ramzi1000 ×22ramziHi ×18
Emote volume
MSGS W/ EMOTES
Of all messages
5.9%
7,603 msgs scanned
Emote codes
40
887 occurrences
Emotes / min
FLOW
Message length · distribution
CHARS / MSG
1,081
2,086
2,873
1,078
431
54
1-56-1516-4041-8081-160160+
Median
19 ch
P90
64 ch
Max
444 ch
Chat DNA
% OF ALL MSGS
Caps rage
0.5%
40 msgs
Questions
11.0%
837 msgs
Mentions
19.9%
1,514 @calls
Commands
1.5%
111 !calls
- CAPS0.5%
- QUESTIONS11.0%
- MENTIONS19.9%
- COMMANDS1.5%
Top multiplier
#1 EMOTE
SUBprise
official emote · per-minute flow
- 02ramziWhat×166
- 03LUL×96
- 04DinoDance×61
Emote leaderboard
OFFICIAL7TV-STYLE
- SUBprise×185
- ramziWhat×166
- LUL×96
- DinoDance×61
- <3×49
- ogoFalc×32
- TTours×25
- SingsNote×22
- ramzi1000×22
- ramziHi×18
- ramziL0ve×18
- bleedPurple×18
- GlitchCat×15
- PewPewPew×13
- xdd×10
- ogoSpirit×10
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
TOP 10 STRAINS
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | Лутай 10000 на WINLINE по промо RAMZES - https://10k.win/c/ramzes WINLINE делает разницу. | ×114 | 1 | 3m→264m | NICHE |
| 02 | ⚡️ Steam без комиссии только на Playerok: https://plrk.co/p/dr_ramzes0207 ramziWhat 🎁 | ×81 | 1 | 34m→263m | NICHE |
| 03 | Телеграм канал -> https://t.me/Ramzesasd <3 | ×42 | 1 | 36m→264m | NICHE |
| 04 | SUBprise | ×30 | 21 | 2m→231m | VIRAL |
| 05 | !mmr | ×15 | 15 | 7m→210m | VIRAL |
| 06 | Фотки и лайфстайл -> https://www.instagram.com/ramzes/ GlitchCat | ×15 | 1 | 36m→257m | NICHE |
| 07 | пишите | ×14 | 13 | 25m→255m | VIRAL |
| 08 | )))) | ×13 | 11 | 27m→243m | VIRAL |
| 09 | випку | ×12 | 12 | 143m→191m | VIRAL |
| 10 | мясо | ×11 | 11 | 9m→238m | VIRAL |
Keyword cloud
TOP 18 TOKENS
https337ramzes260winline230только132делает129лутай11510000115промо115разницу115тебя114если96playerok90надо89просто88комиссии86steam85plrk83ramzes020783
Mood regime
LEXICON HEURISTIC
POSNEUTRALNEG
Spam tape
WALLS + PEAKS
- 75:00bezdomnybomzhPEAK
вот он перуанец на луне
- 75:00Siraf1mPEAK
Перуанец на русском о стреле
- 75:00Limka13PEAK
на луне не перуанец )
- 75:00tyrisggwpPEAK
перуанец пишит на русском
- 75:00mrsaurumPEAK
ты лега хули
- 75:00AHAHAC322PEAK
шибко не давись родной
- 139:00sa1amandra_WALL
@ramzes и ещё один факт. можно разобрать Радик и купить нулик и тогда будешь замедлять вражеский персов и есть большой ш
User colors
TOP 16
Participation inequality
1,926 CHATTERS
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
Top 1%
21%
19 users
Top 5%
43%
96 users
Top 10%
55%
193 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 msg989USERS989MSGS13.0%
- 2-4 msgs592USERS1,530MSGS20.1%
- 5-19 msgs286USERS2,357MSGS31.0%
- 20+ msgs59USERS2,727MSGS35.9%
59 super-active users (3.1% of chatters) wrote 36% of all messages
Unique chatters / min
Arrivals · cumulative
NEW CHATTERS
Most mentioned
@ TARGETS
- @ramzes222 · by 161 users
- @n1gel133775 · by 40 users
- @boec228nagibator42 · by 27 users
- @solo26 · by 25 users
- @meetyouxanaji22 · by 14 users
- @makeeentoshh18 · by 12 users
- @nevermoreqw15 · by 8 users
- @krutoi_kolyan_228_naruto15 · by 11 users
- @mmetlaaa12 · by 9 users
- @co0p4eg11 · by 10 users
Top interactors
WHO REACHES OUT
- fossabot70 sent
- n1gel133747 sent
- meetyouxanaji29 sent
- makeeentoshh25 sent
- boec228nagibator25 sent
- toxilen23 sent
- mirrortwice22 sent
- mel1us20 sent
- venero1og20 sent
- alwayswannakiss19 sent
Badge mix
TOP 8
- TWITCH-RECAP-2025487 · 6%
- SUBSCRIBER460 · 6%
- MODERATOR445 · 6%
- NO_AUDIO360 · 5%
- PREDICTIONS355 · 5%
- LEAD_MODERATOR236 · 3%
- RAGING-WOLF-HELM234 · 3%
- EWC-2026-DIAMOND230 · 3%
Core community
245
≥3 interactions
Drive-by
778
1 msg · 0 interactions
Mentions
1,514
@ callouts
Network edges
60
distinct pairs
Mention flows · top pairs
TOP 12 OF 60
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | fossabot | → | ramzes666 | 9 | |
| 02 | mel1us | → | boec228nagibator | 8 | |
| 03 | nevermoreqw | → | ramzes | 8 | |
| 04 | makeeentoshh | → | n1gel1337 | 6 | |
| 05 | fossabot | → | n1gel1337 | 5 | |
| 06 | co0p4eg | → | ramzes | 5 | |
| 07 | fujitora14 | → | n1gel1337 | 5 | |
| 08 | hatestylchikk | → | bzina_ | 5 | |
| 09 | magarulove | → | n1gel1337 | 5 | |
| 10 | lionplex3 | → | heinderrr | 5 | |
| 11 | heinderrr | → | lionplex3 | 5 | |
| 12 | meetyouxanaji | → | ramzes | 5 |
Chat tape
NOTABLE MESSAGES
- 00:00allexairaOPENER
пососешь ок?
- 02:00khamul1113PING
@ramzes Здарова, Ромич
- 02:00pazazichPING
@ramzes ку Ромчик , на сонном сегодня ?
- 03:00AXTER0NEPING
@ramzes нахуй давиться
- 03:00NavihantePING
Здарова Рамазотти @ramzes
- 03:00bigbirr67PING
@ramzes дароу
We are not able to fetch your viewers track, so sorry.
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
0.62
0 = broad, 1 = few voices
Loyal chatters
345
≥5 msgs
Sub messages
6%
paying-fan share
Brand safety
MEASURED · LEXICON
ASafety grade
Score / 100
- PROFANITY0.0%
- CAPS RAGE0.5%
- SPAM/PASTA5.6%
- BOT MSGS4.9%
Sponsor signals · detected in chat
14 DETECTED
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | 10k.win | ×115 | 1 | 3m→264m | BOT TIMER |
| LINK | plrk.co | ×83 | 1 | 23m→263m | BOT TIMER |
| LINK | t.me | ×44 | 1 | 36m→264m | BOT TIMER |
| CMD | !wl | ×30 | 27 | 15m→260m | ORGANIC |
| LINK | music.yandex.ru | ×22 | 1 | 5m→263m | BOT TIMER |
| LINK | open.spotify.com | ×22 | 1 | 5m→263m | BOT TIMER |
| CMD | !mmr | ×15 | 15 | 7m→210m | ORGANIC |
| LINK | instagram.com | ×15 | 1 | 36m→257m | BOT TIMER |
| LINK | 7tv.app | ×9 | 1 | 45m→257m | BOT TIMER |
| LINK | bit.ly | ×9 | 1 | 45m→257m | BOT TIMER |
| LINK | donationalerts.ru | ×9 | 1 | 57m→244m | BOT TIMER |
| LINK | new.donatepay.ru | ×9 | 1 | 57m→244m | BOT TIMER |
| CMD | !np | ×7 | 7 | 7m→259m | ORGANIC |
| CMD | !rank | ×5 | 5 | 18m→220m | 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%
- EN1.1%
- OTHER / EMOTE-ONLY98.8%
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 7,603CHATTERS 1926POS 72NEG 23TOP KEYWORD “HTTPS” ×337GINI 0.62BOTS 1PEAK ×13.6 @ 141m
ramzes stream analytics summary
ramzes's Dota 2 stream "не играл вечность (no web) !tg !win !playerok" on Jul 13, 2026 generated 7,603 messages from 1,926 unique chatters (28.7 msgs/min average, peaking at 98/min). Sentiment ran 72 positive vs 23 negative, and the top keyword was "https" (×337). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.
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