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Warframe - Warframe stream analytics - Aug 04, 2026

FULL STREAM INTELLIGENCE · Warframe

Aug 04, 2026 · VOD 2837179600

Chat mood & viewers

3,240 MSGS
Positive
178
5.5% of msgs
Negative
33
1.0% of msgs
Neutral
3,029
93.5% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

178 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

18 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

18 MIN2 PEAKS

Auto-detected moments · clip suggestions

3 DETECTED0 CLIP-WORTHY
  1. 02:00SPIKE×1.6 Watch VOD

    292 msgs — ×1.6 the stream average

    • beepbeepimasheep27: Welcome to the dev short
    • Hanya66: warframePride warframePride warframePride
  2. 16:00SPIKE×1.5 Watch VOD

    271 msgs — ×1.5 the stream average

    • nickleislive: is soul frame more open world than traveling like in warframe
    • Spauy: Let us remove Voruna's heads on her hips!!
  3. 17:00SPIKE×1.6 Watch VOD

    287 msgs — ×1.6 the stream average

    • The_Pisstilence: Frame fighter fix when????
    • FuTonks: see you next time

Keyword tracker

TOP 14
  • clem481
  • when197
  • please184
  • steve110
  • warframe95
  • have92
  • that88
  • will83
  • soulframe76
  • with68
  • need68
  • prime66
  • love59
  • more58

Bot radar

2 FLAGGED
SuspectMsgsScoreConfSignals
isaacadelgador90.45mediumrepeated one message ×5 (56% of output)
rgewtrew170.45mediumrepeated one message ×6 (86% of output)

Emote pulse

TOP 8
  • warframePride206
  • warframeHype182
  • warframeWave166
  • warframeWow122
  • amprovMAG116
  • LUL69
  • amprovT56
  • GoldPLZ46

Evidence tape

6 MSGS
  • 00:00SgtSarrosOPENER

    standa3CheerPurple standa3CheerGreen standa3CheerPurple standa3CheerGreen standa3CheerPurple standa3CheerGreen

  • 02:00beepbeepimasheep27PEAK

    Welcome to the dev short

  • 02:00Hanya66PEAK

    warframePride warframePride warframePride

  • 02:00DivineDragon06PEAK

    Ahhhhh yea it's dev short time!! Tell meh about Tau please LUL!

  • 02:00SoulAlmightyPEAK

    2020Forward 2020Forward 2020Forward

  • 02:00balls_itch_PEAK

    What is happening I have an ad?

Moments
3
auto-detected
Clip-worthy
0
intensity ≥1.8
Flips
0
mood swings
Bots
2
suspects flagged
MSGS 3,240CHATTERS 1541POS 178NEG 33TOP KEYWORD “CLEM” ×481GINI 0.41BOTS 2PEAK ×1.6 @ 2m

Warframe stream analytics summary

Warframe's Warframe stream "Warframe | Devshorts 113: Amir’s Shockwave Preview!" on Aug 04, 2026 generated 3,240 messages from 1,541 unique chatters (180 msgs/min average, peaking at 292/min). Sentiment ran 178 positive vs 33 negative, and the top keyword was "clem" (×481). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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