zackrawrr — Just Chatting stream analytics — Jul 17, 2026
FULL STREAM INTELLIGENCE · Just Chatting
Jul 17, 2026 · VOD 2822338735
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 210:000.06→0.46Δ+0.40
- 70:000.45→0.10Δ-0.35
- 224:000.38→0.06Δ-0.32
- 328:000.29→0.00Δ-0.29
- 220:000.12→0.38Δ+0.26
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
121 first-time chatters in one minute (raid-like influx)
- Joebot3k: <~~ so losst
- willsmokes420: he’s a skante warrior oh shit
149 first-time chatters in one minute (raid-like influx)
- Washinout: @zackrawrr who is the target audience
- Casardis: pepeW ugh
180 first-time chatters in one minute (raid-like influx)
- fataljin13: an 65+ year old lady made this
- kritsadventures: I have a fauci ouchie
158 first-time chatters in one minute (raid-like influx)
- ickycarbon: LOTR is beyond good
- jeremy07836: the dark knight
112 first-time chatters in one minute (raid-like influx)
- zamago101: Cast them for the publicity the controversy will generate
- for__mandalore: pussy wont answer
Keyword tracker
- that4,710
- this4,019
- they3,567
- like2,662
- what2,509
- just2,419
- have2,021
- with1,877
- good1,438
- based1,430
- people1,416
- your1,397
- about1,276
- them1,209
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 171 | 1.00 | known | known bot account |
| zackrawrr | 63 | 0.75 | high | repeated one message ×33 (52% of output) · 61 messages fired <2s apart |
| gavin_06 | 17 | 0.55 | medium | 14 messages fired <2s apart · 17 msgs/min sustained |
| fugganserene | 123 | 0.45 | medium | repeated one message ×90 (73% of output) |
| kekw_sadge | 79 | 0.45 | medium | repeated one message ×59 (75% of output) |
| shishetu | 61 | 0.45 | medium | repeated one message ×31 (51% of output) |
| eh_pbnj | 15 | 0.45 | medium | repeated one message ×8 (53% of output) |
| stianunited | 13 | 0.45 | medium | repeated one message ×7 (54% of output) |
| madhoesss | 12 | 0.45 | medium | repeated one message ×6 (50% of output) |
| kuuzy | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| chadegist | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| scam_z | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| toxic_bst | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| yarned_and_dangerous5 | 8 | 0.45 | medium | repeated one message ×6 (75% of output) |
| arctic_revolution | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
Emote pulse
- LUL8,249
- KEKW1,093
- HUH418
- xdd417
- NotLikeThis409
- Kappa349
- Pog271
- pepeW267
Evidence tape
- 00:00ghostonriderOPENER
yo
- 00:00cherriesoxPING
nice blue shirt @zackrawrr
- 00:00lookmaknifePING
Hellooo 🫡 @zackrawrr
- 00:00bishmi3007PING
@zackrawrr PLEASE PUT LIMP BIZKIT, NOOKIE
- 00:002stepp87PING
Morning afterglow?? @zackrawrr
- 00:00vineviciousPING
@zackrawrr why new shirt
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→365m | Share |
|---|---|---|---|---|---|
| 01 | CarRacer | 644 | 0.6% | ||
| 02 | Airborn009 | 599 | 0.6% | ||
| 03 | C0PPRhead | SUB | 421 | 0.4% | |
| 04 | NonameVoidOblivion | 403 | 0.4% | ||
| 05 | beanzncrackaz | 319 | 0.3% | ||
| 06 | andrew_litedj | 303 | 0.3% | ||
| 07 | sm0keburp | SUB | 281 | 0.3% | |
| 08 | ansont_1996 | SUB | 272 | 0.3% | |
| 09 | SolitaireRex | 271 | 0.3% | ||
| 10 | thunderboltzodd | 255 | 0.2% | ||
| 11 | Scambi123 | 255 | 0.2% | ||
| 12 | Credibility1988 | 251 | 0.2% | ||
| 13 | iblackmold | 243 | 0.2% | ||
| 14 | hammernecker | SUB | 238 | 0.2% | |
| 15 | HardcoreIRL | 233 | 0.2% | ||
| 16 | Emilou0000 | SUB | 229 | 0.2% | |
| 17 | aHungryGamer | 224 | 0.2% | ||
| 18 | jangmikyuri | SUB | 224 | 0.2% | |
| 19 | HOLLSHTMNN | 211 | 0.2% | ||
| 20 | drmantistoboggan369 | SUB | 210 | 0.2% |
User types · badge mix
- SUBSCRIBER18,574 · 17%
- PREMIUM18,544 · 17%
- RAGING-WOLF-HELM5,116 · 5%
- BLOSSOM-BADGE4,514 · 4%
- TURBO2,627 · 2%
- NASA-ARTEMIS-II2,480 · 2%
- TWITCH-RECAP-20251,835 · 2%
- CRYANA1,715 · 2%
New chatters · arrival curve
first-message arrivals · 0m → 365m
716 joined in the first 2 minutes = 6% of all chatters
Most mentioned
- @zackrawrr4896 · 1762u
- @adrian_fell61 · 42u
- @reapertke29 · 27u
- @richwcampbell22 · 21u
- @i_only_post_momoi19 · 8u
- @casualcheeseburger14 · 2u
- @ummini13 · 11u
- @fablekid_10 · 8u
Top interactors
- dailydoseofasmon79
- fossabot46
- amirns61240
- nonamevoidoblivion31
- darrindo31
- zenithduhmenace30
- jangmikyuri28
- i_only_post_momoi27
Chat tape
- 00:00ghostonriderOPENER
yo
- 00:00cherriesoxPING
nice blue shirt @zackrawrr
- 00:00lookmaknifePING
Hellooo 🫡 @zackrawrr
- 00:00bishmi3007PING
@zackrawrr PLEASE PUT LIMP BIZKIT, NOOKIE
- 00:002stepp87PING
Morning afterglow?? @zackrawrr
- 00:00vineviciousPING
@zackrawrr why new shirt
- 82:00DCG_EmuWALL
@zackrawrr as an Esports organizer and someone who has spoken to both professionals and regular players it's widely cons
- 94:00MysteroHorstyWALL
What do you think about the controversy around German politician Jens Spahn? He and his husband reportedly had a child t
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS7.8%
- QUESTIONS6.3%
- MENTIONS5.6%
- COMMANDS0.0%
Top multiplier
- 02KEKW×1093
- 03HUH×418
- 04xdd×417
Emote leaderboard
- LUL×8,249
- KEKW×1,093
- HUH×418
- xdd×417
- NotLikeThis×409
- Kappa×349
- Pog×271
- pepeW×267
- <3×261
- Clap×251
- ICANT×249
- OMEGALUL×185
- WutFace×138
- :D×131
- SipTime×105
- :)×97
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | BASED | ×629 | 403 | 2m→362m | VIRAL |
| 02 | CAUGHT | ×594 | 362 | 1m→364m | VIRAL |
| 03 | KEKW | ×570 | 270 | 1m→364m | VIRAL |
| 04 | Cinema | ×334 | 224 | 1m→296m | VIRAL |
| 05 | Looking | ×331 | 247 | 1m→360m | VIRAL |
| 06 | CLASSIC | ×228 | 148 | 2m→360m | VIRAL |
| 07 | LMAO | ×217 | 155 | 1m→363m | VIRAL |
| 08 | LUL LUL LUL | ×209 | 107 | 1m→363m | VIRAL |
| 09 | lmao | ×189 | 141 | 1m→363m | VIRAL |
| 10 | true | ×173 | 135 | 3m→362m | VIRAL |
Keyword cloud
Mood regime
Spam tape
- 82:00DCG_EmuWALL
@zackrawrr as an Esports organizer and someone who has spoken to both professionals and regular players it's widely cons
- 94:00MysteroHorstyWALL
What do you think about the controversy around German politician Jens Spahn? He and his husband reportedly had a child t
- 103:00MysteroHorstyWALL
What do you think about the controversy around German politician Jens Spahn? He and his husband reportedly had a child t
- 105:00DougthvdonWALL
if all the jews/israel is gone, lets say you think they are evil, the middle east is a vacuum someone else will take ove
- 151:00LegoPart13665WALL
My liberal cousin is saying how stupid this is and it's going to bring about facism to America. I keep trying to convinc
- 151:00LegoPart13665WALL
My liberal cousin is saying how stupid this is and it's going to bring about facism to America. I keep trying to convinc
- 155:00LegoPart13665WALL
My liberal cousin is saying how stupid this is and it's going to bring about facism to America. I keep trying to convinc
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 msg4,454USERS4,454MSGS4.1%
- 2-4 msgs4,001USERS10,712MSGS10.0%
- 5-19 msgs3,172USERS29,505MSGS27.4%
- 20+ msgs1,264USERS62,845MSGS58.5%
1,264 super-active users (9.8% of chatters) wrote 58% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @zackrawrr4896 · by 1762 users
- @adrian_fell61 · by 42 users
- @reapertke29 · by 27 users
- @richwcampbell22 · by 21 users
- @i_only_post_momoi19 · by 8 users
- @casualcheeseburger14 · by 2 users
- @ummini13 · by 11 users
- @fablekid_10 · by 8 users
- @emilou000010 · by 7 users
- @freejam0138 · by 6 users
Top interactors
- dailydoseofasmon79 sent
- fossabot46 sent
- amirns61240 sent
- nonamevoidoblivion31 sent
- darrindo31 sent
- zenithduhmenace30 sent
- jangmikyuri28 sent
- i_only_post_momoi27 sent
- schwiftyjf27 sent
- njck2426 sent
Badge mix
- SUBSCRIBER18574 · 17%
- PREMIUM18544 · 17%
- RAGING-WOLF-HELM5116 · 5%
- BLOSSOM-BADGE4514 · 4%
- TURBO2627 · 2%
- NASA-ARTEMIS-II2480 · 2%
- TWITCH-RECAP-20251835 · 2%
- CRYANA1715 · 2%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | dailydoseofasmon | → | zackrawrr | 79 | |
| 02 | darrindo | → | zackrawrr | 30 | |
| 03 | nonamevoidoblivion | → | zackrawrr | 29 | |
| 04 | zenithduhmenace | → | zackrawrr | 29 | |
| 05 | schwiftyjf | → | zackrawrr | 27 | |
| 06 | njck24 | → | zackrawrr | 25 | |
| 07 | rsajohnny | → | zackrawrr | 25 | |
| 08 | drmantistoboggan369 | → | zackrawrr | 25 | |
| 09 | rwmurphy1 | → | zackrawrr | 25 | |
| 10 | the_sharpest_fork | → | zackrawrr | 25 | |
| 11 | amirns612 | → | zackrawrr | 24 | |
| 12 | fubaoooo | → | zackrawrr | 24 |
Chat tape
- 00:00ghostonriderOPENER
yo
- 00:00cherriesoxPING
nice blue shirt @zackrawrr
- 00:00lookmaknifePING
Hellooo 🫡 @zackrawrr
- 00:00bishmi3007PING
@zackrawrr PLEASE PUT LIMP BIZKIT, NOOKIE
- 00:002stepp87PING
Morning afterglow?? @zackrawrr
- 00:00vineviciousPING
@zackrawrr why new shirt
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
- PROFANITY2.3%
- CAPS RAGE7.8%
- SPAM/PASTA4.6%
- BOT MSGS0.2%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | x.com | ×52 | 2 | 16m→149m | ORGANIC |
| LINK | youtube.com | ×42 | 2 | 62m→283m | ORGANIC |
| LINK | discord.gg | ×34 | 1 | 7m→357m | BOT TIMER |
| LINK | patreon.com | ×34 | 1 | 7m→357m | BOT TIMER |
| LINK | roachcouncil.com | ×33 | 1 | 7m→357m | BOT TIMER |
| LINK | btvcomic.com | ×23 | 1 | 7m→354m | BOT TIMER |
| LINK | imgur.com | ×22 | 1 | 11m→251m | ORGANIC |
| CMD | !followage | ×8 | 8 | 97m→288m | ORGANIC |
| LINK | reddit.com | ×5 | 1 | 13m→228m | ORGANIC |
| LINK | i.imgur.com | ×2 | 1 | 41m→41m | ORGANIC |
| CMD | !watchtime | ×2 | 2 | 127m→285m | ORGANIC |
| CMD | !dookie | ×1 | 1 | 1m→1m | ORGANIC |
| CMD | !allegations | ×1 | 1 | 2m→2m | ORGANIC |
| CMD | !streak | ×1 | 1 | 16m→16m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES1.2%
- EN30.9%
- OTHER / EMOTE-ONLY67.9%
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
zackrawrr stream analytics summary
zackrawrr's Just Chatting stream "[DROPS ON] BIG DAY HUGE DRAMA DAY PALWORL RELEAS TODAY NEW GAMES TODAY BIG NEWS AND GAMES MULTISTREAMING+REACTS | @asmongold247" on Jul 17, 2026 generated 107,516 messages from 12,891 unique chatters (293.8 msgs/min average, peaking at 646/min). Sentiment ran 15,266 positive vs 1,013 negative, and the top keyword was "that" (×4710). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.