Mactics — Destiny 2 stream analytics — Jul 16, 2026
FULL STREAM INTELLIGENCE · Destiny 2
Jul 16, 2026 · VOD 2821659128
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 156:000.00→1.00Δ+1.00
- 157:001.00→0.00Δ-1.00
- 164:001.00→0.00Δ-1.00
- 235:000.00→1.00Δ+1.00
- 236:001.00→0.00Δ-1.00
- 272:001.00→0.00Δ-1.00
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
45 msgs — ×7.8 the stream average
- thehotnesszn: umm… “mythic WoW raid” quoted on discord - is Mactics playing WoW these days??
- iamsilentshadow: heya @Mactics
36 msgs — ×6.3 the stream average
- Apollo_2046: Apollo_2046 is gifting 5 Tier 1 Subs to Mactics's community! They've gifted a to
- Apollo_2046: Apollo_2046 gifted a Tier 1 sub to joes_crabshack0!
8 first-time chatters in one minute (raid-like influx)
- Apollo_2046: !lurk food time
- StreamElements: Thank you for lurking instead of completely closing the stream. Enjoy your stay.
6 emote msgs — ×6 the average
- Apollo_2046: !lurk food time
- StreamElements: Thank you for lurking instead of completely closing the stream. Enjoy your stay.
34 msgs — ×5.9 the stream average
- Apollo_2046: !lurk food time
- StreamElements: Thank you for lurking instead of completely closing the stream. Enjoy your stay.
Keyword tracker
- tier178
- gifted164
- that138
- this108
- have99
- just98
- with87
- what86
- like71
- https67
- mactics62
- time59
- your58
- good52
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 138 | 1.00 | known | known bot account |
| cable978 | 10 | 0.55 | medium | 6 messages fired <2s apart · 6.5 msgs/min sustained |
Emote pulse
- macticRave2188
- macticRave178
- macticShake168
- macticWave150
- macticLove130
- macticLizard100
- macticHype96
- macticDab80
Evidence tape
- 00:00architect1030OPENER
hey chat
- 04:00thehotnessznPEAK
umm… “mythic WoW raid” quoted on discord - is Mactics playing WoW these days??
- 04:00iamsilentshadowPEAK
heya @Mactics
- 04:00svend_thedane44hshtg5581PEAK
Now if I can get someone to let me run for hierarchy of needs as well!! That would make today perfect
- 04:00Skyblazer168PEAK
i did like 5 runs of spire farming with some dudes and the bow did not drop
- 04:00Thee7thH0kagePEAK
been watching videos for a while but tuning into my first stream
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→412m | Share |
|---|---|---|---|---|---|
| 01 | X_ursa_major_x | VIP | 232 | 9.8% | |
| 02 | hockeystar3920 | MOD | 144 | 6.1% | |
| 03 | StreamElements | MODBOT | 138 | 5.8% | |
| 04 | Skyblazer168 | MOD | 131 | 5.5% | |
| 05 | jwilliams513 | SUB | 100 | 4.2% | |
| 06 | standingfour | SUB | 71 | 3.0% | |
| 07 | Boodasan | VIP | 65 | 2.7% | |
| 08 | Apollo_2046 | VIP | 61 | 2.6% | |
| 09 | OBMFeR_Jr | VIP | 52 | 2.2% | |
| 10 | iamsilentshadow | 48 | 2.0% | ||
| 11 | Anarchypov | 43 | 1.8% | ||
| 12 | lonesomesoep | VIP | 42 | 1.8% | |
| 13 | Rakan_IOG | SUB | 41 | 1.7% | |
| 14 | Cyntheticly | 39 | 1.6% | ||
| 15 | architect1030 | SUB | 31 | 1.3% | |
| 16 | xPenaltea | SUB | 29 | 1.2% | |
| 17 | dontuavious | SUB | 29 | 1.2% | |
| 18 | BuckeyeGuy3189 | VIP | 28 | 1.2% | |
| 19 | Jasminotaur2 | MOD | 28 | 1.2% | |
| 20 | Emperor_Leoj | SUB | 26 | 1.1% |
User types · badge mix
- SUBSCRIBER582 · 25%
- VIP571 · 24%
- MODERATOR460 · 19%
- SUB-GIFTER310 · 13%
- SUBTEMBER-2025253 · 11%
- PREMIUM171 · 7%
- NASA-ARTEMIS-II150 · 6%
- BOT-BADGE138 · 6%
New chatters · arrival curve
first-message arrivals · 0m → 412m
18 joined in the first 2 minutes = 7% of all chatters
Most mentioned
- @x_ursa_major_x37 · 15u
- @mactics29 · 19u
- @hockeystar392027 · 13u
- @boodasan21 · 7u
- @skyblazer16819 · 12u
- @obmfer_jr17 · 10u
- @jasminotaur216 · 7u
- @iamsilentshadow10 · 7u
Top interactors
- skyblazer16847
- iamsilentshadow36
- x_ursa_major_x31
- hockeystar392023
- boodasan16
- obmfer_jr14
- jasminotaur213
- apollo_204610
Chat tape
- 00:00architect1030OPENER
hey chat
- 04:00thehotnessznPEAK
umm… “mythic WoW raid” quoted on discord - is Mactics playing WoW these days??
- 04:00iamsilentshadowPEAK
heya @Mactics
- 04:00svend_thedane44hshtg5581PEAK
Now if I can get someone to let me run for hierarchy of needs as well!! That would make today perfect
- 04:00Skyblazer168PEAK
i did like 5 runs of spire farming with some dudes and the bow did not drop
- 04:00Thee7thH0kagePEAK
been watching videos for a while but tuning into my first stream
- 04:00shadows0blivi0nPEAK
LETS GOOOOO LADIES
- 05:00GoinHamm365PING
whats up @Mactics and Chat!
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS1.6%
- QUESTIONS8.1%
- MENTIONS16.0%
- COMMANDS4.2%
Top multiplier
- 02macticRave×178
- 03macticShake×168
- 04macticWave×150
Emote leaderboard
- macticRave2×188
- macticRave×178
- macticShake×168
- macticWave×150
- macticLove×130
- macticLizard×100
- macticHype×96
- macticDab×80
- LUL×74
- macticLurk×50
- azteBigLaugh×50
- macticArrive×48
- macticDoom_BW×42
- macticHide×40
- macticLove3×32
- macticDoom×27
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | Check out the game by using my link! Download for free on all platforms https://wrfr.me/tc26tv-mactics #ad | ×27 | 1 | 14m→404m | NICHE |
| 02 | Download OperaGX for free: https://operagx.gg/Mactics2aff | ×14 | 1 | 13m→403m | NICHE |
| 03 | Join my Personal Discord Here - https://discord.gg/n2dMYZQ | ×9 | 1 | 2m→362m | NICHE |
| 04 | !schmacs | ×9 | 9 | 7m→211m | NICHE |
| 05 | Thank you for lurking instead of completely closing the stream. Enjoy your stay. I love you, you are the best macticLurk macticLurk macticLurk | ×8 | 1 | 12m→275m | NICHE |
| 06 | !gamble all | ×6 | 5 | 40m→154m | NICHE |
| 07 | macticWave macticWave macticWave | ×5 | 4 | 0m→316m | NICHE |
| 08 | WWWWW | ×5 | 5 | 12m→178m | NICHE |
| 09 | get rid of ads forever by subbing at https://www.twitch.tv/subs/mactics | ×5 | 1 | 34m→410m | NICHE |
| 10 | !unlurk | ×5 | 5 | 98m→251m | NICHE |
Keyword cloud
Mood regime
Spam tape
- 04:00thehotnessznPEAK
umm… “mythic WoW raid” quoted on discord - is Mactics playing WoW these days??
- 04:00iamsilentshadowPEAK
heya @Mactics
- 04:00svend_thedane44hshtg5581PEAK
Now if I can get someone to let me run for hierarchy of needs as well!! That would make today perfect
- 04:00Skyblazer168PEAK
i did like 5 runs of spire farming with some dudes and the bow did not drop
- 04:00Thee7thH0kagePEAK
been watching videos for a while but tuning into my first stream
- 04:00shadows0blivi0nPEAK
LETS GOOOOO LADIES
- 30:00inheim__WALL
@Mactics Hello. Sorry to bother, but want to know your opinion on the fact that nether radian, noe unraveling nor unstab
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 msg89USERS89MSGS3.8%
- 2-4 msgs98USERS266MSGS11.2%
- 5-19 msgs62USERS566MSGS23.9%
- 20+ msgs23USERS1,447MSGS61.1%
23 super-active users (8.5% of chatters) wrote 61% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @x_ursa_major_x37 · by 15 users
- @mactics29 · by 19 users
- @hockeystar392027 · by 13 users
- @boodasan21 · by 7 users
- @skyblazer16819 · by 12 users
- @obmfer_jr17 · by 10 users
- @jasminotaur216 · by 7 users
- @iamsilentshadow10 · by 7 users
- @rise2499 · by 6 users
- @lonesomesoep8 · by 4 users
Top interactors
- skyblazer16847 sent
- iamsilentshadow36 sent
- x_ursa_major_x31 sent
- hockeystar392023 sent
- boodasan16 sent
- obmfer_jr14 sent
- jasminotaur213 sent
- apollo_204610 sent
- buckeyeguy318910 sent
- therealhelljesus9 sent
Badge mix
- SUBSCRIBER582 · 25%
- VIP571 · 24%
- MODERATOR460 · 19%
- SUB-GIFTER310 · 13%
- SUBTEMBER-2025253 · 11%
- PREMIUM171 · 7%
- NASA-ARTEMIS-II150 · 6%
- BOT-BADGE138 · 6%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | skyblazer168 | → | jasminotaur2 | 8 | |
| 02 | boodasan | → | x_ursa_major_x | 8 | |
| 03 | x_ursa_major_x | → | boodasan | 8 | |
| 04 | boodasan | → | hockeystar3920 | 7 | |
| 05 | skyblazer168 | → | obmfer_jr | 5 | |
| 06 | dontuavious | → | mactics | 5 | |
| 07 | iamsilentshadow | → | therealhelljesus | 4 | |
| 08 | skyblazer168 | → | x_ursa_major_x | 4 | |
| 09 | skyblazer168 | → | boodasan | 4 | |
| 10 | hockeystar3920 | → | boodasan | 4 | |
| 11 | hockeystar3920 | → | x_ursa_major_x | 4 | |
| 12 | buckeyeguy3189 | → | lonesomesoep | 4 |
Chat tape
- 00:00architect1030OPENER
hey chat
- 04:00thehotnessznPEAK
umm… “mythic WoW raid” quoted on discord - is Mactics playing WoW these days??
- 04:00iamsilentshadowPEAK
heya @Mactics
- 04:00svend_thedane44hshtg5581PEAK
Now if I can get someone to let me run for hierarchy of needs as well!! That would make today perfect
- 04:00Skyblazer168PEAK
i did like 5 runs of spire farming with some dudes and the bow did not drop
- 04:00Thee7thH0kagePEAK
been watching videos for a while but tuning into my first stream
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
- PROFANITY0.7%
- CAPS RAGE1.6%
- SPAM/PASTA5.7%
- BOT MSGS5.8%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | wrfr.me | ×27 | 1 | 14m→404m | BOT TIMER |
| CMD | !gamble | ×16 | 13 | 7m→211m | ORGANIC |
| LINK | operagx.gg | ×14 | 1 | 13m→403m | BOT TIMER |
| CMD | !schmacs | ×11 | 10 | 7m→373m | ORGANIC |
| LINK | discord.gg | ×10 | 2 | 2m→362m | BOT TIMER |
| CMD | !lurk | ×8 | 8 | 12m→275m | ORGANIC |
| LINK | bit.ly | ×6 | 1 | 96m→366m | BOT TIMER |
| LINK | twitch.tv | ×5 | 1 | 34m→410m | BOT TIMER |
| CMD | !unlurk | ×5 | 5 | 98m→251m | ORGANIC |
| CMD | !hug | ×4 | 3 | 37m→58m | ORGANIC |
| CMD | !alienware | ×4 | 4 | 96m→366m | ORGANIC |
| CMD | !rave | ×4 | 2 | 142m→228m | ORGANIC |
| CMD | !hype | ×4 | 1 | 174m→274m | ORGANIC |
| CMD | !cards | ×3 | 3 | 21m→128m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES0.6%
- EN44.8%
- OTHER / EMOTE-ONLY54.6%
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
Mactics stream analytics summary
Mactics's Destiny 2 stream "DESTINY FOREVER // !cards !operagx !alienware !gsupps" on Jul 16, 2026 generated 2,368 messages from 272 unique chatters (5.7 msgs/min average, peaking at 45/min). Sentiment ran 291 positive vs 9 negative, and the top keyword was "tier" (×178). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.