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Topson - Dota 2 stream analytics - Jul 31, 2026

FULL STREAM INTELLIGENCE · Dota 2

Jul 31, 2026 · VOD 2833381117

Chat mood & viewers

14,943 MSGS
Positive
1,701
11.4% of msgs
Negative
185
1.2% of msgs
Neutral
13,057
87.4% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,701 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 278:000.430.00Δ-0.43
  • 211:000.000.38Δ+0.38
  • 191:000.000.35Δ+0.35
  • 271:000.080.41Δ+0.33
  • 41:000.320.00Δ-0.32
  • 145:000.380.06Δ-0.32

Mood regime · per minute

463 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

463 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 13:00INFLUX×5.3clip suggested Watch VOD

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

    • zange_range_: Immortal draft is at 8500
    • LuPwet: whats your mmr
  2. 40:00EMOTES×5.6clip suggested Watch VOD

    24 emote msgs — ×5.6 the average

    • godsu__: pango Pog
    • knarry: yooooo Pog
  3. 53:00INFLUX×4.3clip suggested Watch VOD

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

    • exodnb: @ShakaShaun I got like close to 60% win rate on Silencer and probably over 200 g
    • MAHEKEHA: when they reset mmr guys ? today ?
  4. 53:00EMOTES×4clip suggested Watch VOD

    17 emote msgs — ×4 the average

    • exodnb: @ShakaShaun I got like close to 60% win rate on Silencer and probably over 200 g
    • MAHEKEHA: when they reset mmr guys ? today ?
  5. 55:00INFLUX×4.6clip suggested Watch VOD

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

    • MAHEKEHA: they reset only hoght mmr bracket or what
    • Gerend: is BB not in TI?

Keyword tracker

TOP 14
  • topson835
  • immortal666
  • rank476
  • players413
  • what348
  • that340
  • this326
  • have320
  • game315
  • just241
  • still239
  • they229
  • also225
  • games214

Bot radar

8 FLAGGED
SuspectMsgsScoreConfSignals
nightbot2421.00knownknown bot account
mockymak120.45mediumrepeated one message ×6 (50% of output)
wmorghulis70.45mediumrepeated one message ×6 (86% of output)
excaliberz960.45mediumrepeated one message ×4 (67% of output)
jeinton60.45mediumrepeated one message ×5 (83% of output)
niehouse50.45mediumrepeated one message ×5 (100% of output)
mightywz50.45mediumrepeated one message ×5 (100% of output)
yabbbish50.45mediumrepeated one message ×5 (100% of output)

Emote pulse

TOP 8
  • LUL544
  • Pog225
  • xdd209
  • Kappa101
  • Kreygasm82
  • KEKW78
  • NotLikeThis78
  • <375

Evidence tape

6 MSGS
  • 00:00CANTON__OPENER

    hi

  • 01:00b0yddPING

    alo @Topson

  • 02:00dota2betterthanleaguelolPING

    OG @Topson

  • 06:00prodigyoftheworldPING

    @Topson will you post your predictions somewhere?

  • 08:00prodigyoftheworldPING

    @Topson will you post your predictions somewhere?

  • 09:00TOSP0NPING

    @Topson hi

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
8
suspects flagged
MSGS 14,943CHATTERS 3243POS 1,701NEG 185TOP KEYWORD “TOPSON” ×835GINI 0.638BOTS 8PEAK ×7.5 @ 191m

Topson stream analytics summary

Topson's Dota 2 stream "New patch! MMR reset lets go get that rank 1! !VPN" on Jul 31, 2026 generated 14,943 messages from 3,243 unique chatters (32.3 msgs/min average, peaking at 124/min). Sentiment ran 1,701 positive vs 185 negative, and the top keyword was "topson" (×835). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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