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Bigpuffer - Just Chatting stream analytics - Jul 19, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 19, 2026 · VOD 2824133738

Chat mood & viewers

9,945 MSGS
Positive
1,285
12.9% of msgs
Negative
79
0.8% of msgs
Neutral
8,581
86.3% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,285 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 193:000.70→0.00Δ-0.70
  • 206:000.00→0.67Δ+0.67
  • 207:000.67→0.00Δ-0.67
  • 97:000.15→0.78Δ+0.63
  • 228:000.00→0.61Δ+0.61
  • 336:00-0.12→0.49Δ+0.61

Mood regime · per minute

337 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

337 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 02:00SPIKE×14.5clip suggested Watch VOD

    429 msgs — ×14.5 the stream average

    • saviiix_2000: HOLD THE NIGHT
    • newtinstinct21: VIVA SPAIN
  2. 02:00EMOTES×7.9clip suggested Watch VOD

    26 emote msgs — ×7.9 the average

    • saviiix_2000: HOLD THE NIGHT
    • newtinstinct21: VIVA SPAIN
  3. 03:00INFLUX×20.8clip suggested Watch VOD

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

    • ItzRealzy: I MAY NOT LIKE SPAIN BUT YESSSS THAG ARGENTINA LOSE!!!
    • Itsa_Aloe: L NOTIFICATION
  4. 03:00SPIKE×8.8clip suggested Watch VOD

    260 msgs — ×8.8 the stream average

    • ItzRealzy: I MAY NOT LIKE SPAIN BUT YESSSS THAG ARGENTINA LOSE!!!
    • Itsa_Aloe: L NOTIFICATION
  5. 03:00EMOTES×7.9clip suggested Watch VOD

    26 emote msgs — ×7.9 the average

    • ItzRealzy: I MAY NOT LIKE SPAIN BUT YESSSS THAG ARGENTINA LOSE!!!
    • Itsa_Aloe: L NOTIFICATION

Keyword tracker

TOP 14
  • that391
  • spain311
  • what275
  • subscribed258
  • this257
  • game245
  • puffer193
  • just186
  • they170
  • like169
  • tier166
  • with158
  • argentina155
  • have152

Bot radar

6 FLAGGED
SuspectMsgsScoreConfSignals
nightbot1861.00knownknown bot account
vertaro140.45mediumrepeated one message ×7 (50% of output)
infernodrive200140.45mediumrepeated one message ×7 (50% of output)
tdd_fusionslicer80.45mediumrepeated one message ×5 (63% of output)
zandyboiii80.45mediumrepeated one message ×5 (63% of output)
awesomedude230980.45mediumrepeated one message ×7 (88% of output)

Emote pulse

TOP 8
  • KEKW486
  • bigpuffGroove350
  • bigpuffBongo137
  • bigpuffYay122
  • LUL106
  • pezzyWiggle100
  • bigpuffSalute60
  • Kappa55

Evidence tape

6 MSGS
  • 00:00Astro__199OPENER

    YO

  • 02:00saviiix_2000PEAK

    HOLD THE NIGHT

  • 02:00colecrazy457PEAK

    WHERE ALL MY SPAIN FANS AT

  • 02:00bambi_814PEAK

    RAHHHH FUCK ARGENTINA bigpuffLETSGO

  • 02:00deathy213PEAK

    what u plaing sir puffington the first

  • 02:00moomoocow2458PEAK

    LETS GO SPAIN

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
6
suspects flagged
MSGS 9,945CHATTERS 1700POS 1,285NEG 79TOP KEYWORD “THAT” ×391GINI 0.681BOTS 6PEAK ×20.8 @ 3m

Bigpuffer stream analytics summary

Bigpuffer's Just Chatting stream "yo !gamersupps" on Jul 19, 2026 generated 9,945 messages from 1,700 unique chatters (29.5 msgs/min average, peaking at 429/min). Sentiment ran 1,285 positive vs 79 negative, and the top keyword was "that" (×391). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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