Mactics — World of Warcraft stream analytics — Jul 19, 2026
FULL STREAM INTELLIGENCE · World of Warcraft
Jul 19, 2026 · VOD 2823815545
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 125:000.00→1.00Δ+1.00
- 126:001.00→0.00Δ-1.00
- 134:000.00→1.00Δ+1.00
- 152:000.00→1.00Δ+1.00
- 153:001.00→0.00Δ-1.00
- 157:001.00→0.00Δ-1.00
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
6 emote msgs — ×6 the average
- soul_vanquisher: macticShake macticDonut macticShake macticDonut
- X_ursa_major_x: Hope you all are having a great weekend
4 emote msgs — ×4 the average
- Jasminotaur2: Good morning everyone! macticHi3 disgru18Techheart
- brewdawg3211: With any set up...
4 emote msgs — ×4 the average
- Keebler68: @X_ursa_major_x macticWave HenloThere macticWave
- dynamicdestinydude: Mornin Mactics
4 emote msgs — ×4 the average
- Jasminotaur2: @MrAr3s Morning Ares! macticLove3 ModLove falloutLove
- 1fresi: how we doing good sir
4 emote msgs — ×4 the average
- bottleofsyrup: you did more dps solo than my 3-man did the other night KEKW
- the_major117fr: did u tried the anarchie of need bow build @Mactics ?
Keyword tracker
- tier181
- that174
- gifted157
- have115
- with108
- they105
- like87
- just85
- good83
- what76
- mactics72
- this72
- ursa67
- subscribed65
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 103 | 1.00 | known | known bot account |
| ichiro38 | 45 | 0.55 | medium | 40 messages fired <2s apart · 12.7 msgs/min sustained |
Emote pulse
- macticShake200
- macticWave178
- macticRave2114
- LUL102
- macticWiggle102
- macticBud100
- macticDonut94
- macticRave78
Evidence tape
- 00:00StreamElementsOPENER
Mactics is now live! Streaming World of Warcraft: challenge friday? // !cards !operagx !alienware !gsupps
- 02:00RiphtixPING
@Mactics treasure fun.
- 04:00RowdyMaplePING
@Mactics just got my deck of cardsa nd they are amazing
- 07:00StreamElementsPING
@Mactics, successfully removed command song.
- 07:00StreamElementsWALL
<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, in
- 14:00Hxted_WxvyPING
Good morning good buddy why the early stream?@Mactics
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→305m | Share |
|---|---|---|---|---|---|
| 01 | Skyblazer168 | MOD | 207 | 7.9% | |
| 02 | X_ursa_major_x | VIP | 195 | 7.4% | |
| 03 | StreamElements | MODBOT | 103 | 3.9% | |
| 04 | Apollo_2046 | VIP | 69 | 2.6% | |
| 05 | hockeystar3920 | MOD | 58 | 2.2% | |
| 06 | s__fork | 50 | 1.9% | ||
| 07 | cheddahmastah | SUB | 46 | 1.8% | |
| 08 | ichiro38 | 45 | 1.7% | ||
| 09 | iamsilentshadow | 44 | 1.7% | ||
| 10 | Jasminotaur2 | MOD | 41 | 1.6% | |
| 11 | lonesomesoep | VIP | 40 | 1.5% | |
| 12 | randomtaylor66 | SUB | 37 | 1.4% | |
| 13 | thersilverdragon | SUB | 30 | 1.1% | |
| 14 | StrangeFlak | 30 | 1.1% | ||
| 15 | paradox_4u | SUB | 30 | 1.1% | |
| 16 | meatpuppet_ | 29 | 1.1% | ||
| 17 | pharm_deez | SUB | 28 | 1.1% | |
| 18 | 1fresi | 25 | 1.0% | ||
| 19 | marcyxbubby | 25 | 1.0% | ||
| 20 | jewfrojewbro | 25 | 1.0% |
User types · badge mix
- SUBSCRIBER635 · 24%
- MODERATOR422 · 16%
- VIP402 · 15%
- DESTINY-2-FINAL-SHAPE-RAID-RACE383 · 15%
- PREMIUM292 · 11%
- SUB-GIFTER272 · 10%
- UGLY-SWEATER207 · 8%
- SUBTEMBER-2025162 · 6%
New chatters · arrival curve
first-message arrivals · 0m → 305m
16 joined in the first 2 minutes = 4% of all chatters
Most mentioned
- @skyblazer16849 · 26u
- @x_ursa_major_x29 · 17u
- @mactics24 · 17u
- @jasminotaur221 · 15u
- @iamsilentshadow12 · 6u
- @hockeystar392012 · 9u
- @ninjabread018 · 6u
- @cheddahmastah8 · 7u
Top interactors
- skyblazer16865
- x_ursa_major_x28
- iamsilentshadow27
- jasminotaur223
- streamelements17
- thersilverdragon11
- cheddahmastah7
- coldascending7
Chat tape
- 00:00StreamElementsOPENER
Mactics is now live! Streaming World of Warcraft: challenge friday? // !cards !operagx !alienware !gsupps
- 02:00RiphtixPING
@Mactics treasure fun.
- 04:00RowdyMaplePING
@Mactics just got my deck of cardsa nd they are amazing
- 07:00StreamElementsPING
@Mactics, successfully removed command song.
- 07:00StreamElementsWALL
<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, in
- 14:00Hxted_WxvyPING
Good morning good buddy why the early stream?@Mactics
- 26:00thersilverdragonPING
You trying for a flawless run @Mactics ?
- 230:00Parvus_IgnumPEAK
@Iceman_7567 they should be, if they arent in the legends tab
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS0.9%
- QUESTIONS8.0%
- MENTIONS13.9%
- COMMANDS2.7%
Top multiplier
- 02macticWave×178
- 03macticRave2×114
- 04LUL×102
Emote leaderboard
- macticShake×200
- macticWave×178
- macticRave2×114
- LUL×102
- macticWiggle×102
- macticBud×100
- macticDonut×94
- macticRave×78
- macticLurk×54
- macticLove×54
- macticHype3×46
- macticLizard×42
- macticLove3×34
- macticHype×24
- macticDab×22
- ServalBop×18
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 | ×21 | 1 | 4m→304m | NICHE |
| 02 | Download OperaGX for free: https://operagx.gg/Mactics2aff | ×13 | 1 | 5m→305m | NICHE |
| 03 | Thank you for lurking instead of completely closing the stream. Enjoy your stay. I love you, you are the best macticLurk macticLurk macticLurk | ×9 | 1 | 9m→270m | NICHE |
| 04 | macticWave macticWave macticWave | ×6 | 6 | 0m→305m | NICHE |
| 05 | !cards | ×6 | 6 | 53m→253m | NICHE |
| 06 | Limited time only: https://mactics.gg | ×6 | 1 | 53m→253m | NICHE |
| 07 | Join my Personal Discord Here - https://discord.gg/n2dMYZQ | ×5 | 1 | 59m→299m | NICHE |
| 08 | !song | ×4 | 3 | 7m→81m | NICHE |
| 09 | morning | ×4 | 4 | 16m→278m | NICHE |
| 10 | !lurk | ×4 | 4 | 115m→270m | NICHE |
Keyword cloud
Mood regime
Spam tape
- 07:00StreamElementsWALL
<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, in
- 230:00Parvus_IgnumPEAK
@Iceman_7567 they should be, if they arent in the legends tab
- 230:00ichiro38PEAK
ichiro38 is gifting 5 Tier 1 Subs to Mactics's community! They've gifted a total of 5 in the channel!
- 230:00ichiro38PEAK
ichiro38 gifted a Tier 1 sub to KathleenAnne11!
- 230:00ichiro38PEAK
ichiro38 gifted a Tier 1 sub to oneponytail!
- 230:00ichiro38PEAK
ichiro38 gifted a Tier 1 sub to yesquence!
- 230:00ichiro38PEAK
ichiro38 gifted a Tier 1 sub to WarPetrie !
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 msg145USERS145MSGS5.5%
- 2-4 msgs122USERS319MSGS12.2%
- 5-19 msgs92USERS833MSGS31.7%
- 20+ msgs28USERS1,328MSGS50.6%
28 super-active users (7.2% of chatters) wrote 51% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @skyblazer16849 · by 26 users
- @x_ursa_major_x29 · by 17 users
- @mactics24 · by 17 users
- @jasminotaur221 · by 15 users
- @iamsilentshadow12 · by 6 users
- @hockeystar392012 · by 9 users
- @ninjabread018 · by 6 users
- @cheddahmastah8 · by 7 users
- @reporting4hooty7 · by 6 users
- @apollo_20467 · by 7 users
Top interactors
- skyblazer16865 sent
- x_ursa_major_x28 sent
- iamsilentshadow27 sent
- jasminotaur223 sent
- streamelements17 sent
- thersilverdragon11 sent
- cheddahmastah7 sent
- coldascending7 sent
- rowdymaple5 sent
- noir0g5 sent
Badge mix
- SUBSCRIBER635 · 24%
- MODERATOR422 · 16%
- VIP402 · 15%
- DESTINY-2-FINAL-SHAPE-RAID-RACE383 · 15%
- PREMIUM292 · 11%
- SUB-GIFTER272 · 10%
- UGLY-SWEATER207 · 8%
- SUBTEMBER-2025162 · 6%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | iamsilentshadow | → | skyblazer168 | 10 | |
| 02 | skyblazer168 | → | x_ursa_major_x | 6 | |
| 03 | skyblazer168 | → | coldascending | 6 | |
| 04 | skyblazer168 | → | iamsilentshadow | 5 | |
| 05 | coldascending | → | skyblazer168 | 5 | |
| 06 | skyblazer168 | → | jasminotaur2 | 4 | |
| 07 | jasminotaur2 | → | masterr3n | 4 | |
| 08 | x_ursa_major_x | → | skyblazer168 | 3 | |
| 09 | thersilverdragon | → | mactics | 3 | |
| 10 | noir0g | → | mactics | 3 | |
| 11 | skyblazer168 | → | noir0g | 3 | |
| 12 | x_ursa_major_x | → | rowdymaple | 3 |
Chat tape
- 00:00StreamElementsOPENER
Mactics is now live! Streaming World of Warcraft: challenge friday? // !cards !operagx !alienware !gsupps
- 02:00RiphtixPING
@Mactics treasure fun.
- 04:00RowdyMaplePING
@Mactics just got my deck of cardsa nd they are amazing
- 07:00StreamElementsPING
@Mactics, successfully removed command song.
- 07:00StreamElementsWALL
<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, in
- 14:00Hxted_WxvyPING
Good morning good buddy why the early stream?@Mactics
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 RAGE0.9%
- SPAM/PASTA3.1%
- BOT MSGS3.9%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | wrfr.me | ×21 | 1 | 4m→304m | BOT TIMER |
| LINK | operagx.gg | ×13 | 1 | 5m→305m | BOT TIMER |
| CMD | !gamble | ×13 | 9 | 256m→292m | ORGANIC |
| CMD | !lurk | ×9 | 8 | 9m→270m | ORGANIC |
| CMD | !cards | ×6 | 6 | 53m→253m | ORGANIC |
| LINK | mactics.gg | ×6 | 1 | 53m→253m | BOT TIMER |
| LINK | twitch.tv | ×5 | 2 | 46m→256m | BOT TIMER |
| LINK | discord.gg | ×5 | 1 | 59m→299m | BOT TIMER |
| CMD | !song | ×4 | 3 | 7m→81m | ORGANIC |
| CMD | !energy | ×3 | 3 | 13m→193m | ORGANIC |
| CMD | !hug | ×3 | 2 | 33m→77m | ORGANIC |
| CMD | !build | ×3 | 3 | 64m→236m | ORGANIC |
| CMD | !schmacs | ×3 | 2 | 262m→292m | ORGANIC |
| CMD | !command | ×2 | 2 | 7m→242m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES0.7%
- EN45.9%
- OTHER / EMOTE-ONLY53.4%
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 World of Warcraft stream "challenge friday? // !cards !operagx !alienware !gsupps" on Jul 19, 2026 generated 2,625 messages from 387 unique chatters (8.6 msgs/min average, peaking at 51/min). Sentiment ran 294 positive vs 7 negative, and the top keyword was "tier" (×181). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.