Aztecross — Stalzone stream analytics — Jul 17, 2026
FULL STREAM INTELLIGENCE · Stalzone
Jul 17, 2026 · VOD 2822454468
Chat mood & viewers
2,251 MSGS
Positive
256
11.4% of msgs
Negative
26
1.2% of msgs
Neutral
1,969
87.5% of msgs
Net mood · (pos − neg) / total
keyword lexicon heuristic · not a language model
Positivity ratio
256 POS
POSITIVITY · POS/(POS+NEG)
Sentiment flips
MINUTE-OVER-MINUTE Δ
- 36:00-0.17→0.24Δ+0.41
- 30:000.33→0.00Δ-0.33
- 135:000.06→0.38Δ+0.32
- 35:000.14→-0.17Δ-0.31
- 69:000.00→0.29Δ+0.29
- 70:000.29→0.00Δ-0.29
Mood regime · per minute
138 MIN
POSNEUTRALNEGline = net score −1..1
Chat rate × peaks
138 MIN6 PEAKS
Auto-detected moments · clip suggestions
12 DETECTED12 CLIP-WORTHY
12 emote msgs — ×6.2 the average
- jwag2023: Damnit Bob !!!
- jnrust: STALZONE, everybody. Buy your copy today. Kappa
87 msgs — ×5.3 the stream average
- jwag2023: Damnit Bob !!!
- jnrust: STALZONE, everybody. Buy your copy today. Kappa
86 msgs — ×5.3 the stream average
- Mr_Glizzy0114: lmao ain’t that some bull
- RyuKaze_: RyuKaze_ watched 25 consecutive streams and sparked a watch streak! Bomboclaat h
8 emote msgs — ×4.2 the average
- Mr_Glizzy0114: lmao ain’t that some bull
- RyuKaze_: RyuKaze_ watched 25 consecutive streams and sparked a watch streak! Bomboclaat h
23 first-time chatters in one minute (raid-like influx)
- godcreeperbrine: Holy, genuinely 500 ads
- Chaos_Destroyer_of_Worlds: cross just make an internet company
Keyword tracker
TOP 14
- this216
- game150
- what104
- that100
- news98
- play97
- cross94
- like92
- just84
- extraction83
- with82
- stalzone80
- https70
- subscribed65
Bot radar
2 FLAGGED
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 90 | 1.00 | known | known bot account |
| nightbot | 30 | 1.00 | known | known bot account |
Emote pulse
TOP 8
- azteBigLaugh400
- azteLala148
- LUL90
- PogChamp50
- azteRIP36
- azteCat36
- xdd34
- azteLul32
Evidence tape
6 MSGS
- 00:00Athundagus_thorOPENER
oh no
- 00:00jwag2023PEAK
Damnit Bob !!!
- 00:00jnrustPEAK
STALZONE, everybody. Buy your copy today. Kappa
- 00:00launchpad04PEAK
uh oh… AzteCrash
- 00:00LotusExtraPEAK
the game that bad?
- 00:00xXiPwnagePEAK
BOB SHUT YOUR SHIT OFF
Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
2
suspects flagged
Total messagesverified chat dump138 min · 20,498 views
Chat rate · per minute
H 87AVG 16.36 PEAKS
Cumulative messages
RUNNING TOTAL
New chatters / min
FIRST SEEN
Top chatter
RANK 01
godslayxrtv
MSGS
SENT
SENT
FIRST SEEN 7:00 · 4.8% OF ALL CHAT
Unique chatters
559
3% of viewers
Msgs / chatter
4.0
2,251 msgs total
From subs
17%
372 msgs
Bots filtered
2
120 msgs flagged
Dominance
TOP 10
TOP-10 SHARE
Leaderboard · Top 20
BY MSGS40% OF CHAT
| # | Chatter | Badges | Msgs | Activity 0m→137m | Share |
|---|---|---|---|---|---|
| 01 | godslayxrtv | 109 | 4.8% | ||
| 02 | Z_Prospective | 92 | 4.1% | ||
| 03 | iamslik | 92 | 4.1% | ||
| 04 | StreamElements | MODBOT | 90 | 4.0% | |
| 05 | Mykehru | 81 | 3.6% | ||
| 06 | guileBR | 50 | 2.2% | ||
| 07 | xXiPwnage | 49 | 2.2% | ||
| 08 | clef8075 | 48 | 2.1% | ||
| 09 | Stelnn | MOD | 34 | 1.5% | |
| 10 | powerfulobject | 31 | 1.4% | ||
| 11 | camthesuperman8285 | SUB | 31 | 1.4% | |
| 12 | unlucky_animal | 30 | 1.3% | ||
| 13 | Nightbot | MODBOT | 30 | 1.3% | |
| 14 | Trademark__ | 27 | 1.2% | ||
| 15 | q_dips | SUB | 22 | 1.0% | |
| 16 | BlakebearGG | 21 | 0.9% | ||
| 17 | bob_cr0ss | 18 | 0.8% | ||
| 18 | cybridx | SUB | 18 | 0.8% | |
| 19 | Piglet_D_Roman0133 | MOD | 15 | 0.7% | |
| 20 | jnrust | 15 | 0.7% |
User types · badge mix
82 BADGES
- DESTINY-2-FINAL-SHAPE-RAID-RACE414 · 18%
- SUBSCRIBER371 · 16%
- PREMIUM261 · 12%
- MODERATOR180 · 8%
- RAGING-WOLF-HELM138 · 6%
- BOT-BADGE119 · 5%
- BLOSSOM-BADGE114 · 5%
- ARC-RAIDERS-LAUNCH-202597 · 4%
New chatters · arrival curve
559 TOTAL
first-message arrivals · 0m → 137m
124 joined in the first 2 minutes = 22% of all chatters
Returning
101
≥5 msgs sent
One-and-done
294
single message
Most mentioned
314 @s
- @godslayxrtv23 · 12u
- @aztecross22 · 18u
- @i_am_a_salt14 · 4u
- @clef807513 · 10u
- @stelnn10 · 5u
- @q_dips10 · 5u
- @iamslik8 · 8u
- @powerfulobject7 · 5u
Top interactors
WHO PINGS MOST
- godslayxrtv45
- clef807529
- iamslik22
- i_am_a_salt11
- kaotickangaroo9
- unlucky_animal8
- piglet_d_roman01336
- stellartempest5
Chat tape
NOTABLE MSGS
- 00:00Athundagus_thorOPENER
oh no
- 00:00jwag2023PEAK
Damnit Bob !!!
- 00:00jnrustPEAK
STALZONE, everybody. Buy your copy today. Kappa
- 00:00launchpad04PEAK
uh oh… AzteCrash
- 00:00LotusExtraPEAK
the game that bad?
- 00:00xXiPwnagePEAK
BOB SHUT YOUR SHIT OFF
- 00:00ItsPhantomReisPEAK
NotLikeThis
- 03:00mahalleinir_wotPING
I also got the "HUGE NEWS" notification. I better not have shaved my balls for this for nothing @aztecross
Concentration
WHO CARRIES THE CHAT
Top 10 chatters
30%
676 msgs
Top 50 chatters
55%
1,232 msgs
Remaining
509
share 45%
TOP 10 · 30%REST · 549 CHATTERS · 70%
azteBigLaugh ×400azteLala ×148LUL ×90PogChamp ×50azteRIP ×36azteCat ×36xdd ×34azteLul ×32azteWHIFF ×24azteNOOO ×16
Emote volume
MSGS W/ EMOTES
Of all messages
11.8%
2,251 msgs scanned
Emote codes
40
1,105 occurrences
Emotes / min
FLOW
Message length · distribution
CHARS / MSG
188
441
926
524
123
49
1-56-1516-4041-8081-160160+
Median
27 ch
P90
72 ch
Max
362 ch
Chat DNA
% OF ALL MSGS
Caps rage
2.2%
50 msgs
Questions
11.5%
259 msgs
Mentions
14.0%
315 @calls
Commands
0.5%
12 !calls
- CAPS2.2%
- QUESTIONS11.5%
- MENTIONS14.0%
- COMMANDS0.5%
Top multiplier
#1 EMOTE
azteBigLaugh
official emote · per-minute flow
- 02azteLala×148
- 03LUL×90
- 04PogChamp×50
Emote leaderboard
OFFICIAL7TV-STYLE
- azteBigLaugh×400
- azteLala×148
- LUL×90
- PogChamp×50
- azteRIP×36
- azteCat×36
- xdd×34
- azteLul×32
- azteWHIFF×24
- azteNOOO×16
- WutFace×14
- cmonBruh×14
- azteNoleave×14
- azteEgg×14
- NotLikeThis×12
- azteTW×12
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
TOP 10 STRAINS
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | STALZONE is a free-to-play open-world extraction shooter set in the Chernobyl Zone, combining MMO progression with extraction gameplay. Play now: https://ggtalent.gg/AC_STALZONE #ad | ×30 | 1 | 1m→134m | NICHE |
| 02 | Check out our NEW Gamersupps flavor! https://gamersupps.gg/Aztecross | ×28 | 1 | 1m→136m | NICHE |
| 03 | azteBigLaugh azteBigLaugh azteBigLaugh azteBigLaugh | ×17 | 3 | 6m→89m | NICHE |
| 04 | lmao | ×8 | 6 | 0m→92m | NICHE |
| 05 | NO ! azteNOOO | ×8 | 1 | 11m→127m | NICHE |
| 06 | why not ? cmonBruh | ×7 | 1 | 7m→124m | NICHE |
| 07 | LMAO | ×6 | 3 | 0m→38m | NICHE |
| 08 | The bot commands for this channel are available at https://beta.nightbot.tv/t/aztecross/commands | ×5 | 1 | 2m→123m | NICHE |
| 09 | azteBigLaugh azteBigLaugh azteBigLaugh | ×5 | 3 | 6m→90m | NICHE |
| 10 | refresh | ×4 | 4 | 0m→1m | NICHE |
Keyword cloud
TOP 18 TOKENS
this216game150what104that100news98play97cross94like92just84extraction83with82stalzone80https70subscribed65your64gamersupps57there51have48
Mood regime
LEXICON HEURISTIC
POSNEUTRALNEG
Spam tape
WALLS + PEAKS
- 00:00jwag2023PEAK
Damnit Bob !!!
- 00:00jnrustPEAK
STALZONE, everybody. Buy your copy today. Kappa
- 00:00launchpad04PEAK
uh oh… AzteCrash
- 00:00LotusExtraPEAK
the game that bad?
- 00:00xXiPwnagePEAK
BOB SHUT YOUR SHIT OFF
- 00:00ItsPhantomReisPEAK
NotLikeThis
- 10:00creoxysWALL
creoxys watched 120 consecutive streams and sparked a watch streak! STREAKING azteLala azteLala azteLala azteLala azteLa
User colors
TOP 16
Participation inequality
559 CHATTERS
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
Top 1%
23%
6 users
Top 5%
45%
28 users
Top 10%
57%
56 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 msg294USERS294MSGS13.1%
- 2-4 msgs164USERS417MSGS18.5%
- 5-19 msgs85USERS703MSGS31.2%
- 20+ msgs16USERS837MSGS37.2%
16 super-active users (2.9% of chatters) wrote 37% of all messages
Unique chatters / min
Arrivals · cumulative
NEW CHATTERS
Most mentioned
@ TARGETS
- @godslayxrtv23 · by 12 users
- @aztecross22 · by 18 users
- @i_am_a_salt14 · by 4 users
- @clef807513 · by 10 users
- @stelnn10 · by 5 users
- @q_dips10 · by 5 users
- @iamslik8 · by 8 users
- @powerfulobject7 · by 5 users
- @mykehru5 · by 1 users
- @z_prospective5 · by 3 users
Top interactors
WHO REACHES OUT
- godslayxrtv45 sent
- clef807529 sent
- iamslik22 sent
- i_am_a_salt11 sent
- kaotickangaroo9 sent
- unlucky_animal8 sent
- piglet_d_roman01336 sent
- stellartempest5 sent
- ivmz3ro5 sent
- jcrillzz5 sent
Badge mix
TOP 8
- DESTINY-2-FINAL-SHAPE-RAID-RACE414 · 18%
- SUBSCRIBER371 · 16%
- PREMIUM261 · 12%
- MODERATOR180 · 8%
- RAGING-WOLF-HELM138 · 6%
- BOT-BADGE119 · 5%
- BLOSSOM-BADGE114 · 5%
- ARC-RAIDERS-LAUNCH-202597 · 4%
Core community
62
≥3 interactions
Drive-by
255
1 msg · 0 interactions
Mentions
314
@ callouts
Network edges
60
distinct pairs
Mention flows · top pairs
TOP 12 OF 60
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | godslayxrtv | → | i_am_a_salt | 11 | |
| 02 | i_am_a_salt | → | godslayxrtv | 10 | |
| 03 | iamslik | → | mykehru | 5 | |
| 04 | clef8075 | → | q_dips | 4 | |
| 05 | clef8075 | → | aztecross | 4 | |
| 06 | clef8075 | → | jack1best | 3 | |
| 07 | clef8075 | → | madredeus_1 | 3 | |
| 08 | exotitanlive | → | ilentityli | 2 | |
| 09 | ilentityli | → | exotitanlive | 2 | |
| 10 | stellartempest | → | justsaiyan59259 | 2 | |
| 11 | godslayxrtv | → | powerfulobject | 2 | |
| 12 | jcrillzz | → | powerfulobject | 2 |
Chat tape
NOTABLE MESSAGES
- 00:00Athundagus_thorOPENER
oh no
- 00:00jwag2023PEAK
Damnit Bob !!!
- 00:00jnrustPEAK
STALZONE, everybody. Buy your copy today. Kappa
- 00:00launchpad04PEAK
uh oh… AzteCrash
- 00:00LotusExtraPEAK
the game that bad?
- 00:00xXiPwnagePEAK
BOB SHUT YOUR SHIT OFF
no *_viewers.json dump found · run scripts/fetchTwitchTracker.ts to capture one
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
0.1
chat depth
Community gini
0.63
0 = broad, 1 = few voices
Loyal chatters
101
≥5 msgs
Sub messages
17%
paying-fan share
Brand safety
MEASURED · LEXICON
BSafety grade
Score / 100
- PROFANITY2.2%
- CAPS RAGE2.2%
- SPAM/PASTA6.1%
- BOT MSGS5.3%
Sponsor signals · detected in chat
14 DETECTED
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | ggtalent.gg | ×30 | 1 | 1m→134m | BOT TIMER |
| LINK | gamersupps.gg | ×28 | 1 | 1m→136m | BOT TIMER |
| LINK | beta.nightbot.tv | ×5 | 1 | 2m→123m | BOT TIMER |
| LINK | starforgepc.com | ×4 | 1 | 24m→114m | BOT TIMER |
| CMD | !sz | ×3 | 3 | 1m→19m | ORGANIC |
| CMD | !news | ×2 | 2 | 26m→100m | ORGANIC |
| LINK | youtube.com | ×2 | 1 | 26m→100m | BOT TIMER |
| CMD | !followage | ×2 | 2 | 132m→133m | ORGANIC |
| CMD | !isp | ×1 | 1 | 0m→0m | ORGANIC |
| CMD | !smite2 | ×1 | 1 | 9m→9m | ORGANIC |
| LINK | t.hirezstudios.com | ×1 | 1 | 9m→9m | BOT TIMER |
| CMD | !hugenews | ×1 | 1 | 26m→26m | ORGANIC |
| CMD | !onslaughtredeem | ×1 | 1 | 71m→71m | ORGANIC |
| CMD | !mods | ×1 | 1 | 122m→122m | 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
- ES1.8%
- EN47.9%
- OTHER / EMOTE-ONLY50.3%
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 2,251CHATTERS 559POS 256NEG 26TOP KEYWORD “THIS” ×216GINI 0.631BOTS 2PEAK ×6.2 @ 0m
Aztecross stream analytics summary
Aztecross's Stalzone stream "HUGE NEWS + STALZONE (!SZ !starforge !gamersupps) #wewantd3 #ad" on Jul 17, 2026 generated 2,251 messages from 559 unique chatters (16.3 msgs/min average, peaking at 87/min). Sentiment ran 256 positive vs 26 negative, and the top keyword was "this" (×216). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.
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