Aztecross — Destiny 2 stream analytics — Jul 16, 2026

FULL STREAM INTELLIGENCE · Destiny 2

Jul 16, 2026 · VOD 2821419719

Chat mood & viewers

23,682 MSGS

Positive

1,887

8.0% of msgs

Negative

200

0.8% of msgs

Neutral

21,595

91.2% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,887 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

389:000.05→0.35Δ+0.30
83:000.00→0.27Δ+0.27

Mood regime · per minute

392 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

392 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

05:00INFLUX×6.2clip suggested Watch VOD
50 first-time chatters in one minute (raid-like influx)
- 2UNIEK: This is why you vet where you move to.
- vaakari: HOA is lying to you all
06:00INFLUX×5clip suggested Watch VOD
40 first-time chatters in one minute (raid-like influx)
- iceman715: omg he has skylink
- lTheNameless: Precise location
07:00INFLUX×5.1clip suggested Watch VOD
41 first-time chatters in one minute (raid-like influx)
- colee_p: TWAB internet
- guileBR: whats wrong.. looks fine xdd
126:00EMOTES×8.2clip suggested Watch VOD
40 emote msgs — ×8.2 the average
- itsdanpan: azteDance azteDance azteDance azteDance azteDance
- Random_Stud: It didn't grab
146:00INFLUX×5.7clip suggested Watch VOD
46 first-time chatters in one minute (raid-like influx)
- hungfarquuad: The refs are going to win
- dragonslast49: fuck argentina

Keyword tracker

TOP 14

blackflag2,988
that1,339
just924
they773
cross764
this663
with662
like649
have645
game570
what568
subscribed455
your414
destiny389

Bot radar

15 FLAGGED

Suspect	Msgs	Score	Conf	Signals
streamelements	350	1.00	known	known bot account
nightbot	251	1.00	known	known bot account
b1gh0us3	21	1.00	high	repeated one message ×11 (52% of output) · 3 messages fired <2s apart · 8.4 msgs/min sustained
godxsano	44	0.75	high	repeated one message ×27 (61% of output) · 3 messages fired <2s apart
1soroko1	27	0.75	high	repeated one message ×16 (59% of output) · 3 messages fired <2s apart
mydemonicenigma	15	0.55	medium	13 messages fired <2s apart · 11.5 msgs/min sustained
twiggyps	76	0.45	medium	repeated one message ×53 (70% of output)
fatman86	45	0.45	medium	repeated one message ×36 (80% of output)
notschlump	39	0.45	medium	repeated one message ×33 (85% of output)
primepoo	38	0.45	medium	repeated one message ×20 (53% of output)
1angelvera	35	0.45	medium	repeated one message ×29 (83% of output)
sssausage2	32	0.45	medium	repeated one message ×27 (84% of output)
zeningame	28	0.45	medium	repeated one message ×18 (64% of output)
omnipresent_fear	28	0.45	medium	repeated one message ×22 (79% of output)
oicafe	27	0.45	medium	repeated one message ×23 (85% of output)

Emote pulse

TOP 8

azteBigLaugh1,978
azteDance956
azteRain876
LUL674
PogChamp500
azteEgg420
azteLala356
azteEggsplode222

Evidence tape

6 MSGS

00:00ParanoidiainOPENER
@lthenameless Ty
04:00sblinder94PING
@Aztecross the data centers will save us Kappa
05:00ghostsectorstudiosPING
they might be watching @Aztecross
06:00damianstone87PING
lol 😂 @aztecross had continuously expressed he will shoot first. Yall play with that man if you want lol
06:00The_RaquezPING
@Aztecross thats such a legendary background
07:00pkipple321PING
4.8 on google to be fair @Aztecross

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Total messagesverified chat dump392 min · 65,341 views

Chat rate · per minute

H 502AVG 60.46 PEAKS

burst heat · 0m → 391m

Cumulative messages

RUNNING TOTAL

New chatters / min

FIRST SEEN

Top moments · chat bursts

≥1.3× AVG · 2M APART

017:00 · 162 msgs×2.7
trending: “azteBigLaugh”
- colee_p: TWAB internet
- guileBR: whats wrong.. looks fine xdd
- fairy_trainer_rwby: Wtf is that
02146:00 · 208 msgs×3.4
trending: “the”
- hungfarquuad: The refs are going to win
- dragonslast49: fuck argentina
- savage__lu: @wyatt1018i yep. Trump kiss of death
03335:00 · 342 msgs×5.7
trending: “!blackflag”
- FlatsTheFl0under: really did want to see torobotl tho. D3 should have been all beyond the Sol system
- AlphaKiloPSN: a raid based out of the CIA headquarters in Lodis timeline
- LaginUzi: A effing K
04337:00 · 281 msgs×4.7
trending: “!blackflag”
- agarcia1997: somebody has to win, could be you
- godxsano: !blackflag
- 1soroko1: !blackflag
05349:00 · 188 msgs×3.1
trending: “!blackflag”
- Gratefulfall: !blackflag
- crispychickn2: !blackflag
- lencegb: !blackflag
06379:00 · 502 msgs×8.3
trending: “!blackflag”
- TwiGGyPS: !blackflag
- bubbajtp03: !blackflag
- iBrandoMando: the scenery is insane

Chat tape · highlights

00:00ParanoidiainOPENER
@lthenameless Ty
04:00sblinder94PING
@Aztecross the data centers will save us Kappa
05:00ghostsectorstudiosPING
they might be watching @Aztecross
06:00damianstone87PING
lol 😂 @aztecross had continuously expressed he will shoot first. Yall play with that man if you want lol
06:00The_RaquezPING
@Aztecross thats such a legendary background
07:00pkipple321PING
4.8 on google to be fair @Aztecross
49:00deancarmanjrWALL
@xTheNovaStar Warframe is a joke. Its a pvp game that you play as flying wind demons with the same stuff that's been the
122:00VerrvaneWALL
@ReKnHaVoc95 I just hope they made using forma's and catalysts easier to make and not dogshit cause thats what killed th

Top chatter

RANK 01

Z_Prospective

MSGS
SENT

FIRST SEEN 29:00 · 1.5% OF ALL CHAT

Unique chatters

3,162

5% of viewers

Msgs / chatter

7.5

23,682 msgs total

From subs

24%

5,721 msgs

Bots filtered

601 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS12% OF CHAT

#	Chatter	Badges	Msgs	Share
01	StreamElements	MODBOT	350	1.5%
02	Z_Prospective		350	1.5%
03	Nightbot	MODBOT	251	1.1%
04	hoaxone845		151	0.6%
05	JDeezel50	VIP	149	0.6%
06	shenlong805	SUB	136	0.6%
07	doc_hedgehog	SUB	131	0.6%
08	Vigilobs		124	0.5%
09	triskai_13		123	0.5%
10	im_lowco	MOD	122	0.5%
11	lTheNameless	MOD	117	0.5%
12	the_red_viper44		115	0.5%
13	bob_cr0ss		114	0.5%
14	DoomzyDish1	VIP	112	0.5%
15	xSizzers		109	0.5%
16	ThatOctopus_	SUB	104	0.4%
17	LSmoka28		101	0.4%
18	Zeralone		99	0.4%
19	bubbajtp03		99	0.4%
20	FlatsTheFl0under	SUB	97	0.4%

User types · badge mix

142 BADGES

SUBSCRIBER5,624 · 24%
DESTINY-2-FINAL-SHAPE-RAID-RACE4,996 · 21%
PREMIUM3,496 · 15%
SUB-GIFTER1,585 · 7%
MODERATOR1,244 · 5%
BLOSSOM-BADGE1,149 · 5%
RAGING-WOLF-HELM751 · 3%
BOT-BADGE561 · 2%

New chatters · arrival curve

3162 TOTAL

first-message arrivals · 0m → 391m

53 joined in the first 2 minutes = 2% of all chatters

Returning

1066

≥5 msgs sent

One-and-done

1112

single message

Most mentioned

1,983 @s

@aztecross453 · 192u
@lukesalive116 · 72u
@jdeezel5040 · 26u
@z_prospective27 · 23u
@sayles27 · 26u
@im_lowco26 · 20u
@nightbot19 · 10u
@nibbz6918 · 12u

Top interactors

WHO PINGS MOST

jdeezel5049
lukesalive39
masterspacearchitect30
verrvane29
dragonslast4927
shenlong80526
lthenameless24
magicmike179024

Chat tape

NOTABLE MSGS

00:00ParanoidiainOPENER
@lthenameless Ty
04:00sblinder94PING
@Aztecross the data centers will save us Kappa
05:00ghostsectorstudiosPING
they might be watching @Aztecross
06:00damianstone87PING
lol 😂 @aztecross had continuously expressed he will shoot first. Yall play with that man if you want lol
06:00The_RaquezPING
@Aztecross thats such a legendary background
07:00pkipple321PING
4.8 on google to be fair @Aztecross
49:00deancarmanjrWALL
@xTheNovaStar Warframe is a joke. Its a pvp game that you play as flying wind demons with the same stuff that's been the
122:00VerrvaneWALL
@ReKnHaVoc95 I just hope they made using forma's and catalysts easier to make and not dogshit cause thats what killed th

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

1,887 msgs

Top 50 chatters

22%

5,317 msgs

Remaining

3112

share 78%

TOP 10 · 8%REST · 3152 CHATTERS · 92%

azteBigLaugh ×1978azteDance ×956azteRain ×876LUL ×674PogChamp ×500azteEgg ×420azteLala ×356azteEggsplode ×222azteSus ×218azteCat ×191

Emote volume

MSGS W/ EMOTES

Of all messages

8.1%

23,682 msgs scanned

Emote codes

8,172 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

2,439

6,814

8,119

4,747

1,369

188

1-56-1516-4041-8081-160160+

Median

22 ch

P90

68 ch

Max

462 ch

Chat DNA

% OF ALL MSGS

Caps rage

3.3%

770 msgs

Questions

7.3%

1,740 msgs

Mentions

8.3%

1,975 @calls

Commands

13.1%

3,110 !calls

CAPS3.3%
QUESTIONS7.3%
MENTIONS8.3%
COMMANDS13.1%

Top multiplier

#1 EMOTE

azteBigLaugh

official emote · per-minute flow

02azteDance×956
03azteRain×876
04LUL×674

Emote leaderboard

OFFICIAL7TV-STYLE

azteBigLaugh×1,978
azteDance×956
azteRain×876
LUL×674
PogChamp×500
azteEgg×420
azteLala×356
azteEggsplode×222
azteSus×218
azteCat×191
azteWolverine×150
cmonBruh×122
azteHype×106
azteOld×106
azteFest×102
azteNoleave×98

bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	!blackflag	×2707	1048	246m→390m	VIRAL
02	!Blackflag	×121	43	335m→385m	VIRAL
03	Check out our NEW Gamersupps flavor! https://gamersupps.gg/Aztecross	×79	1	1m→391m	NICHE
04	why not ? cmonBruh	×59	1	5m→388m	NICHE
05	KEKW	×50	15	7m→321m	VIRAL
06	lmao	×45	30	12m→383m	VIRAL
07	azteBigLaugh azteBigLaugh azteBigLaugh	×43	22	2m→331m	VIRAL
08	LMAO	×41	29	6m→382m	VIRAL
09	azteBigLaugh azteBigLaugh azteBigLaugh azteBigLaugh	×40	20	6m→317m	VIRAL
10	NO ! azteNOOO	×39	1	0m→389m	NICHE

Keyword cloud

TOP 18 TOKENS

blackflag₂₉₈₈that₁₃₃₉just₉₂₄they₇₇₃cross₇₆₄this₆₆₃with₆₆₂like₆₄₉have₆₄₅game₅₇₀what₅₆₈subscribed₄₅₅your₄₁₄destiny₃₈₉good₃₇₇halo₃₇₀play₃₂₈from₃₀₈

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

49:00deancarmanjrWALL
@xTheNovaStar Warframe is a joke. Its a pvp game that you play as flying wind demons with the same stuff that's been the
122:00VerrvaneWALL
@ReKnHaVoc95 I just hope they made using forma's and catalysts easier to make and not dogshit cause thats what killed th
124:00TFVELOCITYWALL
azteDance azteDance azteDance azteDance azteDance azteDance azteDance azteDance azteDance azteDance azteDance azteDance
125:00TFVELOCITYWALL
azteDance azteDance azteDance azteDance azteDance azteDance azteDance azteDance azteDance azteDance azteDance azteDance
126:00TFVELOCITYWALL
azteDance azteDance azteDance azteDance azteDance azteDance azteDance azteDance azteDance azteDance azteDance azteDance
157:00VerrvaneWALL
@StewVanB the haaland foul was not a bad call wtf? he literally pushed him down? you cant do that in soccer lmao. The ca
221:00ImCubanBeWALL
I was a Shift Supervisor at a local Nursing home and got a call to come up to one of the buildings units. Long story sho

User colors

TOP 16

Participation inequality

3,162 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

17%

32 users

Top 5%

42%

158 users

Top 10%

57%

316 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 msg1,112USERS1,112MSGS4.7%
2-4 msgs984USERS2,635MSGS11.1%
5-19 msgs803USERS7,299MSGS30.8%
20+ msgs263USERS12,636MSGS53.4%

263 super-active users (8.3% of chatters) wrote 53% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@aztecross453 · by 192 users
@lukesalive116 · by 72 users
@jdeezel5040 · by 26 users
@z_prospective27 · by 23 users
@sayles27 · by 26 users
@im_lowco26 · by 20 users
@nightbot19 · by 10 users
@nibbz6918 · by 12 users
@benny17 · by 11 users
@bankai_fs15 · by 11 users

Top interactors

WHO REACHES OUT

jdeezel5049 sent
lukesalive39 sent
masterspacearchitect30 sent
verrvane29 sent
dragonslast4927 sent
shenlong80526 sent
lthenameless24 sent
magicmike179024 sent
lbaggin24 sent
notseantv21 sent

Badge mix

TOP 8

SUBSCRIBER5624 · 24%
DESTINY-2-FINAL-SHAPE-RAID-RACE4996 · 21%
PREMIUM3496 · 15%
SUB-GIFTER1585 · 7%
MODERATOR1244 · 5%
BLOSSOM-BADGE1149 · 5%
RAGING-WOLF-HELM751 · 3%
BOT-BADGE561 · 2%

Core community

320

≥3 interactions

Drive-by

1,040

1 msg · 0 interactions

Mentions

1,983

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	masterspacearchitect	→	aztecross	27
02	jdeezel50	→	aztecross	15
03	cheif117010	→	aztecross	14
04	cobrachaos96	→	aztecross	11
05	maverick_lf	→	aztecross	11
06	lukesalive	→	aztecross	10
07	xxipwnage	→	aztecross	10
08	dragonslast49	→	aztecross	9
09	emobeardgaming	→	aztecross	9
10	agarcia1997	→	aztecross	9
11	im_lowco	→	aztecross	8
12	el_reno_renardo	→	aztecross	8

Chat tape

NOTABLE MESSAGES

00:00ParanoidiainOPENER
@lthenameless Ty
04:00sblinder94PING
@Aztecross the data centers will save us Kappa
05:00ghostsectorstudiosPING
they might be watching @Aztecross
06:00damianstone87PING
lol 😂 @aztecross had continuously expressed he will shoot first. Yall play with that man if you want lol
06:00The_RaquezPING
@Aztecross thats such a legendary background
07:00pkipple321PING
4.8 on google to be fair @Aztecross

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

0.4

chat depth

Community gini

0.68

0 = broad, 1 = few voices

Loyal chatters

1066

≥5 msgs

Sub messages

24%

paying-fan share

Brand safety

MEASURED · LEXICON

BSafety grade

Score / 100

PROFANITY2.3%
CAPS RAGE3.3%
SPAM/PASTA14.5%
BOT MSGS2.5%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
CMD	!blackflag	×2936	1065	246m→390m	ORGANIC
LINK	gamersupps.gg	×79	1	1m→391m	BOT TIMER
LINK	starforgepc.com	×22	2	24m→385m	BOT TIMER
CMD	!runescape	×21	14	45m→297m	ORGANIC
CMD	!lastgift	×14	1	17m→344m	ORGANIC
LINK	beta.nightbot.tv	×13	1	3m→363m	BOT TIMER
LINK	youtube.com	×13	2	90m→221m	ORGANIC
CMD	!rs	×12	9	45m→204m	ORGANIC
CMD	!ban	×9	9	17m→383m	ORGANIC
CMD	!starforge	×9	8	131m→385m	ORGANIC
CMD	!gamba	×8	6	105m→334m	ORGANIC
CMD	!bet	×7	2	157m→246m	ORGANIC
CMD	!black	×5	3	335m→349m	ORGANIC
CMD	!blackflagc	×4	1	336m→337m	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

ES1.4%
EN38.6%
OTHER / EMOTE-ONLY60.0%

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 23,682CHATTERS 3162POS 1,887NEG 200TOP KEYWORD “BLACKFLAG” ×2988GINI 0.678BOTS 15PEAK ×17.6 @ 335m

Aztecross's Destiny 2 stream "TWAB?? (!starforge !gamersupps) #wewantd3" on Jul 16, 2026 generated 23,682 messages from 3,162 unique chatters (60.4 msgs/min average, peaking at 502/min). Sentiment ran 1,887 positive vs 200 negative, and the top keyword was "blackflag" (×2988). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

Ask me something about the stream

Aztecross stream analytics summary