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hatcheett - Team Fortress 2 stream analytics - Aug 01, 2026

FULL STREAM INTELLIGENCE · Team Fortress 2

Aug 01, 2026 · VOD 2834634748

Chat mood & viewers

278 MSGS
Positive
13
4.7% of msgs
Negative
3
1.1% of msgs
Neutral
262
94.2% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

13 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 25:000.00→1.00Δ+1.00
  • 26:001.00→0.00Δ-1.00
  • 85:000.00→1.00Δ+1.00
  • 86:001.00→0.00Δ-1.00
  • 130:000.00→1.00Δ+1.00
  • 131:001.00→0.00Δ-1.00

Mood regime · per minute

160 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

160 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 31:00SPIKE×4.6clip suggested Watch VOD

    8 msgs — ×4.6 the stream average

    • 2d3__: 5 years later
    • 2d3__: same server
  2. 34:00SPIKE×4.6clip suggested Watch VOD

    8 msgs — ×4.6 the stream average

    • scottishlayth: is that the golden wrench?
    • thescountgod25: well it is gold
  3. 37:00SPIKE×2.9clip suggested Watch VOD

    5 msgs — ×2.9 the stream average

    • bredgive: nvm wrong tab
    • bredgive: ok my ears
  4. 39:00SPIKE×4.6clip suggested Watch VOD

    8 msgs — ×4.6 the stream average

    • chaetar: Get on Roblox Tf2
    • thescountgod25: THE WAY HE LOOKED AT YOU
  5. 50:00SPIKE×3.5clip suggested Watch VOD

    6 msgs — ×3.5 the stream average

    • thescountgod25: hmmmm online you say
    • Heltoff: theaters LUL it's cinema

Keyword tracker

TOP 14
  • discord16
  • that15
  • hatchet13
  • have12
  • like12
  • your9
  • content8
  • consider8
  • joining8
  • community8
  • https8
  • 4pqzvcs8
  • game8
  • what7

Bot radar

1 FLAGGED
SuspectMsgsScoreConfSignals
nightbot81.00knownknown bot account

Emote pulse

TOP 1
  • LUL2

Evidence tape

6 MSGS
  • 01:00thescountgod25OPENER

    back at it ay

  • 10:00NightbotWALL

    Do you like my content? consider joining my community discord! https://discord.gg/4pQZvcs

  • 25:00NightbotWALL

    Do you like my content? consider joining my community discord! https://discord.gg/4pQZvcs

  • 40:00NightbotWALL

    Do you like my content? consider joining my community discord! https://discord.gg/4pQZvcs

  • 55:00NightbotWALL

    Do you like my content? consider joining my community discord! https://discord.gg/4pQZvcs

  • 63:00thescountgod25WALL

    Hvem tror du at du snakker til når du kaller meg dansk? Jeg er en stolt viking fra Norge.

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
1
suspects flagged
MSGS 278CHATTERS 16POS 13NEG 3TOP KEYWORD “DISCORD” ×16GINI 0.676BOTS 1PEAK ×5.2 @ 153m

hatcheett stream analytics summary

hatcheett's Team Fortress 2 stream "mann up w/ @brydza_" on Aug 01, 2026 generated 278 messages from 16 unique chatters (1.7 msgs/min average, peaking at 9/min). Sentiment ran 13 positive vs 3 negative, and the top keyword was "discord" (×16). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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