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MarvelRivals - Marvel Rivals stream analytics - Jul 18, 2026

FULL STREAM INTELLIGENCE · Marvel Rivals

Jul 18, 2026 · VOD 2823331018

Chat mood & viewers

1,838 MSGS
Positive
176
9.6% of msgs
Negative
8
0.4% of msgs
Neutral
1,654
90.0% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

176 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 230:000.20→-1.00Δ-1.20
  • 231:00-1.00→0.17Δ+1.17
  • 94:000.00→1.00Δ+1.00
  • 95:001.00→0.00Δ-1.00
  • 131:000.00→1.00Δ+1.00
  • 132:001.00→0.00Δ-1.00

Mood regime · per minute

376 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

376 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 00:00EMOTES×5clip suggested Watch VOD

    5 emote msgs — ×5 the average

    • episkeyz: dingus41CrabRave dingus41CrabRave dingus41CrabRave
    • otank08: DinoDance DinoDance DinoDance
  2. 01:00EMOTES×9clip suggested Watch VOD

    9 emote msgs — ×9 the average

    • Saba_Ange: sabaanPinkCow sabaanPinkCow sabaanPinkCow sabaanPinkCow sabaanPinkCow sabaanPink
    • corpo_sensual: HypeSquawk
  3. 02:00EMOTES×8clip suggested Watch VOD

    8 emote msgs — ×8 the average

    • bloodmoonrevenant: GoldPLZ GoldPLZ GoldPLZ
    • thezerocoool: thezero3Zerosrsgameface thezero3Zerosrsgameface thezero3Zerosrsgameface
  4. 04:00EMOTES×6clip suggested Watch VOD

    6 emote msgs — ×6 the average

    • belleofthechat: digita399Dance digita399Dance digita399Dance digita399Dance digita399Dance
    • ASwagYT: mooimiPout
  5. 05:00EMOTES×6clip suggested Watch VOD

    6 emote msgs — ×6 the average

    • Mexultron: BatterUp ChillGirl
    • poindexter9988: kingco168HesHere

Keyword tracker

TOP 14
  • they138
  • that119
  • team83
  • this79
  • like73
  • just70
  • mantis68
  • https62
  • elsa56
  • play52
  • with52
  • rivals49
  • game49
  • what48

Bot radar

2 FLAGGED
SuspectMsgsScoreConfSignals
fossabot491.00knownknown bot account
rafergie50.45mediumrepeated one message ×5 (100% of output)

Emote pulse

TOP 8
  • DinoDance63
  • LUL56
  • rafergHeart50
  • itsjfeLOL34
  • PopNemo28
  • <323
  • sabaanPinkCow22
  • neffWhatsapp12

Evidence tape

6 MSGS
  • 00:00episkeyzOPENER

    dingus41CrabRave dingus41CrabRave dingus41CrabRave

  • 18:00FossabotWALL

    🎮 Chat Rules 🎮 1️⃣ No foul language 2️⃣ No discrimination — hateful, racist, sexist, homophobic, or transphobic commen

  • 86:00FossabotWALL

    @kiszczamesynku 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:/

  • 202:00FossabotWALL

    @logan_remains 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https://

  • 265:00FossabotWALL

    @princess__zelda__ 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 http

  • 290:00FossabotWALL

    @penguin3352 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https://x.

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
2
suspects flagged
MSGS 1,838CHATTERS 449POS 176NEG 8TOP KEYWORD “THEY” ×138GINI 0.643BOTS 2PEAK ×9 @ 1m

MarvelRivals stream analytics summary

MarvelRivals's Marvel Rivals stream "Marvel Rivals Ignite Mid-Season Qualifiers AMER Region" on Jul 18, 2026 generated 1,838 messages from 449 unique chatters (4.9 msgs/min average, peaking at 19/min). Sentiment ran 176 positive vs 8 negative, and the top keyword was "they" (×138). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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