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Bigpuffer - Just Chatting stream analytics - Jul 15, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 15, 2026 · VOD 2820942109

Chat mood & viewers

9,658 MSGS
Positive
959
9.9% of msgs
Negative
67
0.7% of msgs
Neutral
8,632
89.4% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

959 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 243:000.50→0.00Δ-0.50
  • 290:000.18→0.67Δ+0.49
  • 256:000.08→0.50Δ+0.42
  • 264:000.00→0.42Δ+0.42
  • 218:000.00→0.41Δ+0.41
  • 219:000.41→0.00Δ-0.41

Mood regime · per minute

292 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

292 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 00:00EMOTES×5.5clip suggested Watch VOD

    16 emote msgs — ×5.5 the average

    • nauris770: i a been here from the start
    • igvga: i want to die
  2. 00:00SPIKE×4.6clip suggested Watch VOD

    151 msgs — ×4.6 the stream average

    • nauris770: i a been here from the start
    • igvga: i want to die
  3. 01:00EMOTES×10.3clip suggested Watch VOD

    30 emote msgs — ×10.3 the average

    • pedrocastl06: to disappointment we go with pokemon
    • swaggymaggie87: swaggymaggie87 subscribed at Tier 1. They've subscribed for 4 months!
  4. 03:00INFLUX×8.6clip suggested Watch VOD

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

    • baldurpr: @eoe_glogy HOW?? England scored one goal and parked the bus and Argentina scored
    • HypnoticGoop: HypnoticGoop watched 170 consecutive streams and sparked a watch streak! Yo
  5. 05:00INFLUX×4.7clip suggested Watch VOD

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

    • kadewhat: ohh camera not a mcdonalds toy
    • HeyItsSprout: it’s the card camera not the mic guys

Keyword tracker

TOP 14
  • that480
  • this292
  • what269
  • just229
  • like218
  • with205
  • your195
  • puffer191
  • have185
  • subscribed160
  • they159
  • game152
  • chat136
  • tier120

Bot radar

6 FLAGGED
SuspectMsgsScoreConfSignals
nightbot1181.00knownknown bot account
slushley180.55medium13 messages fired <2s apart · 12.1 msgs/min sustained
gas_sniffer18110.55medium10 messages fired <2s apart · 11 msgs/min sustained
zabzachary110.55medium10 messages fired <2s apart · 11 msgs/min sustained
nightjadewarrior140.45mediumrepeated one message ×8 (57% of output)
vertaro130.45mediumrepeated one message ×7 (54% of output)

Emote pulse

TOP 8
  • bigpuffGroove428
  • KEKW315
  • bigpuffBongo66
  • bigpuffRant64
  • bigpuffYay62
  • bigpuffPog62
  • bigpuffStare60
  • bigpuffSussy52

Evidence tape

6 MSGS
  • 00:00TheRedRiver20OPENER

    yo

  • 00:00EthantheboldWALL

    HOLD THE NIGHT!!!!! bigpuffGroove bigpuffGroove bigpuffGroove bigpuffGroove bigpuffGroove bigpuffGroove bigpuffGroove bi

  • 03:00toastyduxkyWALL

    cheerwhal1 cheerwhal1 cheerwhal1 cheerwhal1 cheerwhal1 cheerwhal1 cheerwhal1 cheerwhal1 cheerwhal1 cheerwhal1 cheerwhal1

  • 04:00kingdemarco6277PING

    How u dealing with the tornados @bigpuffer

  • 08:00Bryder242PING

    @bigpuffer Do yall have certain Clooless gaming recordings or just when yall want to

  • 13:00Athena_Jade_PING

    @Bigpuffer my cousin pulled the darkrai from a prelease pack he got im so jealous

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
6
suspects flagged
MSGS 9,658CHATTERS 1365POS 959NEG 67TOP KEYWORD “THAT” ×480GINI 0.693BOTS 6PEAK ×10.3 @ 1m

Bigpuffer stream analytics summary

Bigpuffer's Just Chatting stream "yo !gamersupps" on Jul 15, 2026 generated 9,658 messages from 1,365 unique chatters (33.1 msgs/min average, peaking at 152/min). Sentiment ran 959 positive vs 67 negative, and the top keyword was "that" (×480). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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