とんぼです — Rust stream analytics — Jul 18, 2026
FULL STREAM INTELLIGENCE · Rust
Jul 18, 2026 · VOD 2823004687
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
no >0.25 swings detected
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
15 emote msgs — ×15 the average
- shunpe33: unkochanYaa
- moyor1: unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa
107 emote msgs — ×107 the average
- pikamaru69: unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa
- desuwa0204: unkochanYaa unkochanYaa unkochanYaa
275 first-time chatters in one minute (raid-like influx)
- pikamaru69: unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa
- desuwa0204: unkochanYaa unkochanYaa unkochanYaa
434 msgs — ×12.6 the stream average
- pikamaru69: unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa
- desuwa0204: unkochanYaa unkochanYaa unkochanYaa
44 first-time chatters in one minute (raid-like influx)
- toutoiteio: ほんとにやばい、日本が負けてしまう
- jonsumisu1: トン兄じゅんの仇を
Keyword tracker
- martin83
- wwww70
- wwwww61
- ｗｗｗｗ49
- kato39
- advizz37
- マーティン35
- ｗｗｗｗｗ30
- tier27
- gifted27
- wwwwww25
- pinokio25
- kinoko25
- https23
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 2 | 1.00 | known | known bot account |
| pinokio_kinoko | 25 | 0.55 | medium | 23 messages fired <2s apart · 13.6 msgs/min sustained |
| kaodiu | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
Emote pulse
- unkochanYaa951
- unkochanPower86
- tonboYametenme280
- DinoDance73
- BigSad47
- LUL26
- tonboKansya24
- tonboYaa22
Evidence tape
- 00:00あにきだOPENER
きたあ！
- 32:00pikamaru69PEAK
unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa
- 32:00desuwa0204PEAK
unkochanYaa unkochanYaa unkochanYaa
- 32:00sister_zeroPEAK
unkochanYaa unkochanYaa unkochanYaa unkochanYaa
- 32:00yyy_tentacionPEAK
unkochanYaa unkochanYaa unkochanYaa
- 32:00DEWCA6PEAK
unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→551m | Share |
|---|---|---|---|---|---|
| 01 | muni_mannn | SUB | 421 | 2.2% | |
| 02 | toutoiteio | 385 | 2.0% | ||
| 03 | さいな3 | 340 | 1.8% | ||
| 04 | しゅんかちゃんを返せ | 260 | 1.4% | ||
| 05 | aradango_sv | 260 | 1.4% | ||
| 06 | mensonorinori | 235 | 1.2% | ||
| 07 | sujoyu_is_ponzu | 225 | 1.2% | ||
| 08 | tmajtjapw | 221 | 1.2% | ||
| 09 | アガるっぴ | 199 | 1.0% | ||
| 10 | gadeamu | 195 | 1.0% | ||
| 11 | marukitida | 194 | 1.0% | ||
| 12 | konichiwa_789 | 180 | 0.9% | ||
| 13 | ハラミ丼 | 176 | 0.9% | ||
| 14 | アストロン | SUB | 166 | 0.9% | |
| 15 | およふぃあろ | 165 | 0.9% | ||
| 16 | astaxanthin0228 | SUB | 157 | 0.8% | |
| 17 | tominagakanta | 150 | 0.8% | ||
| 18 | babu_ling | 150 | 0.8% | ||
| 19 | oneokrock1093 | 138 | 0.7% | ||
| 20 | junos64_twitch | 134 | 0.7% |
User types · badge mix
- PREMIUM3,832 · 20%
- SUBSCRIBER1,697 · 9%
- EWC-2026-DIAMOND1,445 · 8%
- SHARE-THE-LOVE488 · 3%
- TURBO459 · 2%
- TWITCH-RECAP-2025380 · 2%
- RAGING-WOLF-HELM320 · 2%
- WENT-OUTSIDE280 · 1%
New chatters · arrival curve
first-message arrivals · 0m → 551m
166 joined in the first 2 minutes = 8% of all chatters
Most mentioned
- @adv1zz13 · 8u
- @kenkenonline3 · 3u
- @thegameinbot2223 · 3u
- @zlayazaya12833 · 1u
- @martos773 · 1u
- @mikkuru0152 · 2u
- @godeeeiiim2 · 2u
- @kore5522 · 2u
Top interactors
- kkmaoq4
- eld5rf4
- tmajtjapw3
- adv1zz3
- hisama_tv3
- kuromakitamago3
- konichiwa_7892
- jyagajyagarikoriko2
Chat tape
- 00:00あにきだOPENER
きたあ！
- 32:00pikamaru69PEAK
unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa
- 32:00desuwa0204PEAK
unkochanYaa unkochanYaa unkochanYaa
- 32:00sister_zeroPEAK
unkochanYaa unkochanYaa unkochanYaa unkochanYaa
- 32:00yyy_tentacionPEAK
unkochanYaa unkochanYaa unkochanYaa
- 32:00DEWCA6PEAK
unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa
- 32:00せっけそPEAK
unkochanYaa unkochanYaa
- 327:00hjsggsjWALL
よしひさのゲーム配信中、よしひさ本人のアカウントから突如「ヨシマル」とコメントが投稿され、視聴者の間で「アカウントを他者と共有しているのでは？」と騒然（Twitchでアカウント共有は規約違反）。その後、マネージャーさんが「アカウントを間違え
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS0.4%
- QUESTIONS0.4%
- MENTIONS0.3%
- COMMANDS0.0%
Top multiplier
- 02unkochanPower×86
- 03tonboYametenme2×80
- 04DinoDance×73
Emote leaderboard
- unkochanYaa×951
- unkochanPower×86
- tonboYametenme2×80
- DinoDance×73
- BigSad×47
- LUL×26
- tonboKansya×24
- tonboYaa×22
- BloodTrail×21
- unkochanSmile×18
- tonboPogcat×18
- PopNemo×15
- unkochanHanaplz×14
- unkochanDrifting×14
- indegnTaiko×14
- tonboTonbo×12
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | wwww | ×65 | 43 | 10m→550m | VIRAL |
| 02 | wwwww | ×60 | 36 | 2m→532m | VIRAL |
| 03 | ｗｗｗｗ | ×49 | 25 | 16m→528m | VIRAL |
| 04 | く、くる | ×36 | 30 | 51m→539m | VIRAL |
| 05 | unkochanYaa unkochanYaa unkochanYaa | ×31 | 31 | 0m→36m | VIRAL |
| 06 | ｗｗｗｗｗ | ×30 | 21 | 10m→526m | VIRAL |
| 07 | unkochanYaa | ×29 | 28 | 0m→420m | VIRAL |
| 08 | wwwwww | ×24 | 16 | 22m→528m | VIRAL |
| 09 | わぁ！？ | ×24 | 19 | 39m→324m | VIRAL |
| 10 | unkochanYaa unkochanYaa unkochanYaa unkochanYaa | ×21 | 21 | 0m→470m | VIRAL |
Keyword cloud
Mood regime
Spam tape
- 32:00pikamaru69PEAK
unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa
- 32:00desuwa0204PEAK
unkochanYaa unkochanYaa unkochanYaa
- 32:00sister_zeroPEAK
unkochanYaa unkochanYaa unkochanYaa unkochanYaa
- 32:00yyy_tentacionPEAK
unkochanYaa unkochanYaa unkochanYaa
- 32:00DEWCA6PEAK
unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa
- 32:00せっけそPEAK
unkochanYaa unkochanYaa
- 327:00hjsggsjWALL
よしひさのゲーム配信中、よしひさ本人のアカウントから突如「ヨシマル」とコメントが投稿され、視聴者の間で「アカウントを他者と共有しているのでは？」と騒然（Twitchでアカウント共有は規約違反）。その後、マネージャーさんが「アカウントを間違え
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 msg781USERS781MSGS4.1%
- 2-4 msgs559USERS1,490MSGS7.8%
- 5-19 msgs433USERS4,035MSGS21.2%
- 20+ msgs207USERS12,761MSGS66.9%
207 super-active users (10.5% of chatters) wrote 67% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @adv1zz13 · by 8 users
- @kenkenonline3 · by 3 users
- @thegameinbot2223 · by 3 users
- @zlayazaya12833 · by 1 users
- @martos773 · by 1 users
- @mikkuru0152 · by 2 users
- @godeeeiiim2 · by 2 users
- @kore5522 · by 2 users
- @lululalalanunk2 · by 2 users
- @eld5rf2 · by 1 users
Top interactors
- kkmaoq4 sent
- eld5rf4 sent
- tmajtjapw3 sent
- adv1zz3 sent
- hisama_tv3 sent
- kuromakitamago3 sent
- konichiwa_7892 sent
- jyagajyagarikoriko2 sent
- aradango_sv2 sent
- iiiiilllll11111_2 sent
Badge mix
- PREMIUM3832 · 20%
- SUBSCRIBER1697 · 9%
- EWC-2026-DIAMOND1445 · 8%
- SHARE-THE-LOVE488 · 3%
- TURBO459 · 2%
- TWITCH-RECAP-2025380 · 2%
- RAGING-WOLF-HELM320 · 2%
- WENT-OUTSIDE280 · 1%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | tmajtjapw | → | zlayazaya1283 | 3 | |
| 02 | eld5rf | → | adv1zz | 3 | |
| 03 | hisama_tv | → | adv1zz | 3 | |
| 04 | kuromakitamago | → | martos77 | 3 | |
| 05 | aradango_sv | → | adv1zz | 2 | |
| 06 | iiiiilllll11111_ | → | eld5rf | 2 | |
| 07 | picoman13 | → | mikkuru015 | 1 | |
| 08 | yuya9981 | → | mikkuru015 | 1 | |
| 09 | unk_univ | → | astaxanthin0228 | 1 | |
| 10 | asadukenasubi | → | iru9977 | 1 | |
| 11 | sinnjidai | → | sujoyu_is_ponzu | 1 | |
| 12 | nightbot | → | wolf_style1 | 1 |
Chat tape
- 00:00あにきだOPENER
きたあ！
- 32:00pikamaru69PEAK
unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa
- 32:00desuwa0204PEAK
unkochanYaa unkochanYaa unkochanYaa
- 32:00sister_zeroPEAK
unkochanYaa unkochanYaa unkochanYaa unkochanYaa
- 32:00yyy_tentacionPEAK
unkochanYaa unkochanYaa unkochanYaa
- 32:00DEWCA6PEAK
unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa unkochanYaa
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
- PROFANITY0.0%
- CAPS RAGE0.4%
- SPAM/PASTA2.8%
- BOT MSGS0.0%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | twitch.tv | ×13 | 8 | 8m→503m | ORGANIC |
| LINK | m.youtube.com | ×3 | 1 | 298m→336m | ORGANIC |
| LINK | rustwatch.nanya-nen.com | ×1 | 1 | 87m→87m | ORGANIC |
| CMD | !commands | ×1 | 1 | 88m→88m | ORGANIC |
| LINK | nightbot.tv | ×1 | 1 | 88m→88m | BOT TIMER |
| CMD | !uptime | ×1 | 1 | 89m→89m | ORGANIC |
| LINK | steamcommunity.com | ×1 | 1 | 297m→297m | ORGANIC |
| LINK | rustoria.co | ×1 | 1 | 307m→307m | ORGANIC |
| LINK | x.com | ×1 | 1 | 313m→313m | ORGANIC |
| LINK | youtu.be | ×1 | 1 | 382m→382m | ORGANIC |
| LINK | rustmaps.com | ×1 | 1 | 417m→417m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES0.1%
- EN0.5%
- OTHER / EMOTE-ONLY99.5%
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
とんぼです stream analytics summary
とんぼです's Rust stream "おはようRUST 12日目" on Jul 18, 2026 generated 19,067 messages from 1,980 unique chatters (34.5 msgs/min average, peaking at 434/min). Sentiment ran 208 positive vs 50 negative, and the top keyword was "martin" (×83). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.