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Bigpuffer — Marvel Rivals stream analytics — Jul 14, 2026

FULL STREAM INTELLIGENCE · Marvel Rivals

Jul 14, 2026 · VOD 2820161809

Chat mood & viewers

12,929 MSGS
Positive
1,091
8.4% of msgs
Negative
94
0.7% of msgs
Neutral
11,744
90.8% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,091 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 221:000.03→0.48Δ+0.45
  • 344:000.00→0.44Δ+0.44
  • 113:000.04→0.47Δ+0.43
  • 125:000.51→0.10Δ-0.41
  • 264:000.03→0.43Δ+0.40
  • 122:000.38→0.00Δ-0.38

Mood regime · per minute

346 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

346 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 01:00EMOTES×8.9clip suggested Watch VOD

    62 emote msgs — ×8.9 the average

    • redman0220: @Hexa__Byte @sonicsuperfansd @bobrosscutout_ @battletestedguardian @LethalCreato
    • sonicsuperfansd: @themunukhvessel heyy vessel
  2. 54:00EMOTES×14.8clip suggested Watch VOD

    103 emote msgs — ×14.8 the average

    • itsjustiv4n: bigpuffGroove bigpuffGroove bigpuffGroove bigpuffGroove bigpuffGroove bigpuffGro
    • ducktheranger: pepeJAMJAM
  3. 54:00INFLUX×8.1clip suggested Watch VOD

    32 first-time chatters in one minute (raid-like influx)

    • itsjustiv4n: bigpuffGroove bigpuffGroove bigpuffGroove bigpuffGroove bigpuffGroove bigpuffGro
    • ducktheranger: pepeJAMJAM
  4. 55:00EMOTES×9.3clip suggested Watch VOD

    65 emote msgs — ×9.3 the average

    • miaucherie: pepeDS pepeJAMJAM pepeDS pepeJAMJAM pepeDS pepeJAMJAM pepeDS pepeJAMJAM pepeDS p
    • chris_alys: pepeJAM pepeJAM
  5. 58:00EMOTES×9.2clip suggested Watch VOD

    64 emote msgs — ×9.2 the average

    • itsmango___: itsmango___ watched 3 consecutive streams and sparked a watch streak! bigpuffGro
    • yuta9oku: bigpuff4K bigpuff4K bigpuff4K bigpuff4K bigpuff4K bigpuff4K bigpuff4K bigpuff4K

Keyword tracker

TOP 14
  • that605
  • this365
  • what353
  • with307
  • just294
  • your268
  • game266
  • good262
  • have258
  • like257
  • puffer232
  • chat208
  • they185
  • mustard155

Bot radar

2 FLAGGED
SuspectMsgsScoreConfSignals
nightbot1621.00knownknown bot account
jay_sadwxs70.45mediumrepeated one message ×4 (57% of output)

Emote pulse

TOP 8
  • bigpuffGroove9,248
  • DinoDance1,073
  • pezzyRave565
  • elasticRave548
  • bigpuffBongo498
  • KEKW373
  • pepeDS336
  • bigpuffStare312

Evidence tape

6 MSGS
  • 00:00iglueshuOPENER

    yo

  • 01:00redman0220PEAK

    @Hexa__Byte @sonicsuperfansd @bobrosscutout_ @battletestedguardian @LethalCreator @TheMunukhVessel Evenin

  • 01:00sonicsuperfansdPEAK

    @themunukhvessel heyy vessel

  • 01:00jibaloraPEAK

    chat wtf happened

  • 01:00LethalCreatorPEAK

    @TheMunukhVessel Hello pezzyWiggle

  • 01:00Tim_mlg9PEAK

    McDonald’s Wifi

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
2
suspects flagged
MSGS 12,929CHATTERS 1360POS 1,091NEG 94TOP KEYWORD “THAT” ×605GINI 0.733BOTS 2PEAK ×14.8 @ 54m

Bigpuffer stream analytics summary

Bigpuffer's Marvel Rivals stream "(DROPS) gaming HARD !gamersupps" on Jul 14, 2026 generated 12,929 messages from 1,360 unique chatters (37.4 msgs/min average, peaking at 184/min). Sentiment ran 1,091 positive vs 94 negative, and the top keyword was "that" (×605). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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