MarvelRivals — Marvel Rivals stream analytics — Jul 18, 2026
FULL STREAM INTELLIGENCE · Marvel Rivals
Jul 18, 2026 · VOD 2823031244
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 293:00-0.08→0.60Δ+0.68
- 189:000.33→-0.33Δ-0.66
- 49:000.00→0.60Δ+0.60
- 294:000.60→0.00Δ-0.60
- 66:00-0.25→0.33Δ+0.58
- 104:00-0.17→0.40Δ+0.57
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
16 emote msgs — ×14 the average
- theramenpikachu: msnerd1Rave msnerd1Rave msnerd1Rave msnerd1Rave msnerd1Rave msnerd1Rave
- envysworldxd: RlyTho RlyTho RlyTho RlyTho
8 emote msgs — ×7 the average
- Saint_do_us_harm: GoldPLZ GoldPLZ GoldPLZ
- blueytheb: GoalHype GoalHype GoalHype GoalHype GoalHype GoalHype GoalHype GoalHype
9 emote msgs — ×7.9 the average
- TJRageQuits: <3 DinoDance <3
- 0ahad0: NeedHeal GiveHeal
8 emote msgs — ×7 the average
- itzdj77: DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance
- paty_frrt: GoldPLZ GoldPLZ GoldPLZ GoldPLZ
7 emote msgs — ×6.1 the average
- Kamerachu: SeemsGood AndTime
- itzdj77: DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance
Keyword tracker
- that117
- they85
- this84
- just79
- team73
- https63
- with62
- what58
- widow58
- like57
- drops55
- rivals54
- from49
- good48
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 50 | 1.00 | known | known bot account |
| castanoa14 | 18 | 0.45 | medium | repeated one message ×10 (56% of output) |
Emote pulse
- DinoDance211
- LUL84
- fricki33Rave34
- PewPewPew31
- PogChamp28
- lmpattEyy28
- GoldPLZ25
- <319
Evidence tape
- 00:00SilentHamishOPENER
jaboodyVibe
- 42:00FossabotWALL
@CaptainCarrot212 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https
- 57:00FossabotWALL
@pray2guangguang 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:
- 76:00FossabotWALL
@deadwalkerstream 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https
- 112:00FossabotWALL
@packthemilkman 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:/
- 170:00FossabotWALL
@pray2guangguang 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→393m | Share |
|---|---|---|---|---|---|
| 01 | purplepencase | 88 | 3.9% | ||
| 02 | Nennai | 61 | 2.7% | ||
| 03 | Saint_do_us_harm | MOD | 57 | 2.5% | |
| 04 | goshbite69 | 55 | 2.4% | ||
| 05 | OkiTerra_ | 54 | 2.4% | ||
| 06 | Fossabot | MODBOT | 50 | 2.2% | |
| 07 | Kamerachu | 49 | 2.2% | ||
| 08 | Nqxttt | 46 | 2.0% | ||
| 09 | toytoyffr | 41 | 1.8% | ||
| 10 | bigdumbbot4 | 39 | 1.7% | ||
| 11 | W0rldsAStage | 36 | 1.6% | ||
| 12 | whatthewhere | 31 | 1.4% | ||
| 13 | Reaper_Kyoko | 30 | 1.3% | ||
| 14 | sub4ruzz | 30 | 1.3% | ||
| 15 | flatearthergreg | 27 | 1.2% | ||
| 16 | The_Jux | 27 | 1.2% | ||
| 17 | episkeyz | 26 | 1.1% | ||
| 18 | MyStellarMemories | 25 | 1.1% | ||
| 19 | Evertrist | 23 | 1.0% | ||
| 20 | Gr4ve3 | 23 | 1.0% |
User types · badge mix
- JUBILEE219 · 10%
- PREMIUM156 · 7%
- MODERATOR111 · 5%
- TWITCH-RECAP-202392 · 4%
- OVERWATCH-LEAGUE-INSIDER_2019A79 · 3%
- FOOTBALL-FEST-202669 · 3%
- BLOSSOM-BADGE69 · 3%
- RAGING-WOLF-HELM57 · 3%
New chatters · arrival curve
first-message arrivals · 0m → 393m
16 joined in the first 2 minutes = 3% of all chatters
Most mentioned
- @saint_do_us_harm24 · 15u
- @purplepencase21 · 17u
- @legdaygaming18 · 17u
- @nqxttt14 · 11u
- @w0rldsastage14 · 10u
- @flatearthergreg13 · 7u
- @mystellarmemories12 · 7u
- @goshbite6912 · 8u
Top interactors
- goshbite6934
- purplepencase27
- saint_do_us_harm25
- nqxttt21
- flatearthergreg18
- nennai16
- fossabot15
- the_jux12
Chat tape
- 00:00SilentHamishOPENER
jaboodyVibe
- 42:00FossabotWALL
@CaptainCarrot212 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https
- 57:00FossabotWALL
@pray2guangguang 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:
- 76:00FossabotWALL
@deadwalkerstream 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https
- 112:00FossabotWALL
@packthemilkman 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:/
- 170:00FossabotWALL
@pray2guangguang 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:
- 259:00FossabotWALL
@SubLovesBread 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https://
- 311:00purplepencasePEAK
lol legday with the anime arc
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS2.2%
- QUESTIONS8.6%
- MENTIONS25.1%
- COMMANDS1.0%
Top multiplier
- 02LUL×84
- 03fricki33Rave×34
- 04PewPewPew×31
Emote leaderboard
- DinoDance×211
- LUL×84
- fricki33Rave×34
- PewPewPew×31
- PogChamp×28
- lmpattEyy×28
- GoldPLZ×25
- <3×19
- GoalHype×18
- emongKEK×16
- NeedHeal×15
- HeyGuys×15
- emanmeElsaMogstone×15
- shibbAngrydino×14
- SeemsGood×13
- NotLikeThis×13
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | Follow Marvel Rivals Esports official X account at: https://x.com/RivalsEsports | ×34 | 1 | 38m→390m | NICHE |
| 02 | DinoDance DinoDance DinoDance DinoDance | ×12 | 3 | 14m→357m | NICHE |
| 03 | !drops | ×12 | 11 | 57m→361m | VIRAL |
| 04 | NotLikeThis | ×6 | 2 | 96m→315m | NICHE |
| 05 | fricki33Rave fricki33Rave fricki33Rave fricki33Rave fricki33Rave | ×5 | 1 | 95m→255m | NICHE |
| 06 | GlitchCat | ×4 | 3 | 3m→149m | NICHE |
| 07 | DinoDance DinoDance DinoDance DinoDance DinoDance | ×4 | 2 | 7m→349m | NICHE |
| 08 | SeemsGood | ×4 | 1 | 18m→182m | NICHE |
Keyword cloud
Mood regime
Spam tape
- 42:00FossabotWALL
@CaptainCarrot212 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https
- 57:00FossabotWALL
@pray2guangguang 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:
- 76:00FossabotWALL
@deadwalkerstream 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https
- 112:00FossabotWALL
@packthemilkman 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:/
- 170:00FossabotWALL
@pray2guangguang 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:
- 259:00FossabotWALL
@SubLovesBread 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https://
- 311:00purplepencasePEAK
lol legday with the anime arc
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 msg321USERS321MSGS14.2%
- 2-4 msgs151USERS390MSGS17.2%
- 5-19 msgs87USERS691MSGS30.5%
- 20+ msgs22USERS861MSGS38.0%
22 super-active users (3.8% of chatters) wrote 38% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @saint_do_us_harm24 · by 15 users
- @purplepencase21 · by 17 users
- @legdaygaming18 · by 17 users
- @nqxttt14 · by 11 users
- @w0rldsastage14 · by 10 users
- @flatearthergreg13 · by 7 users
- @mystellarmemories12 · by 7 users
- @goshbite6912 · by 8 users
- @okiterra_12 · by 6 users
- @episkeyz10 · by 9 users
Top interactors
- goshbite6934 sent
- purplepencase27 sent
- saint_do_us_harm25 sent
- nqxttt21 sent
- flatearthergreg18 sent
- nennai16 sent
- fossabot15 sent
- the_jux12 sent
- episkeyz11 sent
- reaper_kyoko11 sent
Badge mix
- JUBILEE219 · 10%
- PREMIUM156 · 7%
- MODERATOR111 · 5%
- TWITCH-RECAP-202392 · 4%
- OVERWATCH-LEAGUE-INSIDER_2019A79 · 3%
- FOOTBALL-FEST-202669 · 3%
- BLOSSOM-BADGE69 · 3%
- RAGING-WOLF-HELM57 · 3%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | flatearthergreg | → | mystellarmemories | 4 | |
| 02 | boltbearyt | → | okiterra_ | 4 | |
| 03 | the_jux | → | saint_do_us_harm | 4 | |
| 04 | goshbite69 | → | saint_do_us_harm | 3 | |
| 05 | mystellarmemories | → | flatearthergreg | 3 | |
| 06 | flatearthergreg | → | reaper_kyoko | 3 | |
| 07 | khotathejeff | → | flatearthergreg | 3 | |
| 08 | flatearthergreg | → | khotathejeff | 3 | |
| 09 | flatearthergreg | → | nqxttt | 3 | |
| 10 | goshbite69 | → | okiterra_ | 3 | |
| 11 | okiterra_ | → | goshbite69 | 3 | |
| 12 | oswaldandthewolf | → | rj_russ | 3 |
Chat tape
- 00:00SilentHamishOPENER
jaboodyVibe
- 42:00FossabotWALL
@CaptainCarrot212 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https
- 57:00FossabotWALL
@pray2guangguang 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:
- 76:00FossabotWALL
@deadwalkerstream 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https
- 112:00FossabotWALL
@packthemilkman 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:/
- 170:00FossabotWALL
@pray2guangguang 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:
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
- PROFANITY0.0%
- CAPS RAGE2.2%
- SPAM/PASTA3.6%
- BOT MSGS2.2%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | x.com | ×62 | 1 | 38m→390m | BOT TIMER |
| CMD | !drops | ×14 | 13 | 42m→361m | ORGANIC |
| CMD | !bracket | ×3 | 3 | 65m→330m | ORGANIC |
| CMD | !drop | ×1 | 1 | 76m→76m | ORGANIC |
| CMD | !format | ×1 | 1 | 79m→79m | ORGANIC |
| CMD | !schedule | ×1 | 1 | 335m→335m | ORGANIC |
| CMD | !inventory | ×1 | 1 | 354m→354m | ORGANIC |
| LINK | twitch.tv | ×1 | 1 | 354m→354m | BOT TIMER |
| CMD | !rules | ×1 | 1 | 364m→364m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES1.4%
- EN34.7%
- OTHER / EMOTE-ONLY63.9%
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
MarvelRivals stream analytics summary
MarvelRivals's Marvel Rivals stream "Marvel Rivals Ignite Mid-Season Qualifiers EMEA Region" on Jul 18, 2026 generated 2,263 messages from 581 unique chatters (5.7 msgs/min average, peaking at 31/min). Sentiment ran 233 positive vs 28 negative, and the top keyword was "that" (×117). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.