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Ludwig - Road to Empress II stream analytics - Jul 30, 2026

FULL STREAM INTELLIGENCE · Road to Empress II

Jul 30, 2026 · VOD 2833011021

Chat mood & viewers

51,720 MSGS
Positive
2,755
5.3% of msgs
Negative
263
0.5% of msgs
Neutral
48,702
94.2% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

2,755 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

275 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

275 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 03:00INFLUX×3.6clip suggested Watch VOD

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

    • aarameshi: Literally dried ice basically w syrup lol
    • Hello_ImNova: MINECRAFT.
  2. 19:00INFLUX×3.7clip suggested Watch VOD

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

    • Syzizgy: Syzizgy watched 25 consecutive streams and sparked a watch streak!
    • dr3amsc4pe: wait just noticed your shirt #fire
  3. 57:00EMOTES×3.6clip suggested Watch VOD

    31 emote msgs — ×3.6 the average

    • fool_zz: tough watch oof
    • nvsty_nes: BRO ICANT
  4. 66:00EMOTES×4.3clip suggested Watch VOD

    37 emote msgs — ×4.3 the average

    • Shira5: HAHAHAHAHAHHAHAHA
    • marlbororesident: waiguoren
  5. 69:00EMOTES×3.3clip suggested Watch VOD

    28 emote msgs — ×3.3 the average

    • OrpheuArt: LMAOOOOOOO
    • petiteguy: Are there gonna be ludmarks?

Keyword tracker

TOP 14
  • waiguoren1,617
  • that1,037
  • this977
  • what706
  • oooo664
  • they656
  • your635
  • cinema563
  • just557
  • like542
  • have536
  • lmao533
  • with490
  • ludwig463

Bot radar

15 FLAGGED
SuspectMsgsScoreConfSignals
fossabot4121.00knownknown bot account
ludwig80.75highrepeated one message ×4 (50% of output) · 6 messages fired <2s apart
hello_imnova110.55medium3 messages fired <2s apart · 11 msgs/min sustained
h4ckn4k3d110.55medium10 messages fired <2s apart · 11 msgs/min sustained
fitchinator640.45mediumrepeated one message ×33 (52% of output)
karsrtg400.45mediumrepeated one message ×21 (53% of output)
1024imo340.45mediumrepeated one message ×19 (56% of output)
argadem340.45mediumrepeated one message ×23 (68% of output)
itsrjayyy320.45mediumrepeated one message ×16 (50% of output)
ydhunter280.45mediumrepeated one message ×19 (68% of output)
nicofsj160.45mediumrepeated one message ×10 (63% of output)
assassinrevenant150.45mediumrepeated one message ×13 (87% of output)
kei_ceae140.45mediumrepeated one message ×7 (50% of output)
kingpiggybank140.45mediumrepeated one message ×7 (50% of output)
indoorowl140.45mediumrepeated one message ×7 (50% of output)

Emote pulse

TOP 8
  • LUL612
  • ICANT380
  • ludwigPRIMECHECK232
  • omgBruh117
  • <3103
  • Clap88
  • PepeLa88
  • Pog70

Evidence tape

6 MSGS
  • 00:00FryeFish_7OPENER

    OOOO

  • 00:00PeepXoXPING

    love you @ludwig

  • 01:00jayteelovestoesPING

    LOOKIN LIKE A DAMN POMEGRANATE @Ludwig

  • 02:00Tyldor_PING

    @Ludwig yo what time does streamer games start?

  • 02:00HavenPING

    How's it goin? @Ludwig

  • 02:00TheNeuroticCodePING

    pretty sure if the version they use in the scott pilgrim movie @Ludwig

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
0
mood swings
Bots
15
suspects flagged
MSGS 51,720CHATTERS 5627POS 2,755NEG 263TOP KEYWORD “WAIGUOREN” ×1617GINI 0.742BOTS 15PEAK ×5.6 @ 76m

Ludwig stream analytics summary

Ludwig's Road to Empress II stream "WATCHING MY CHINESE ACTING 🎭 STREAMER GAMES DRAMA 🎭 !streamergames" on Jul 30, 2026 generated 51,720 messages from 5,627 unique chatters (188.1 msgs/min average, peaking at 618/min). Sentiment ran 2,755 positive vs 263 negative, and the top keyword was "waiguoren" (×1617). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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