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Riot Games — League of Legends stream analytics — Jul 12, 2026

FULL STREAM INTELLIGENCE · League of Legends

Jul 12, 2026 · VOD 2818023920

Chat mood & viewers

28,254 MSGS
Positive
5,664
20.0% of msgs
Negative
465
1.6% of msgs
Neutral
22,125
78.3% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

5,664 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 266:000.03→0.56Δ+0.53
  • 104:000.63→0.16Δ-0.47
  • 242:000.00→0.45Δ+0.45
  • 103:000.23→0.63Δ+0.40
  • 348:000.02→0.42Δ+0.40
  • 439:000.36→-0.04Δ-0.40

Mood regime · per minute

444 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

444 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 58:00INFLUX×14.9clip suggested Watch VOD

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

    • mitchcl: incoming rat viewers
    • Zecax04: caedrel o7
  2. 58:00EMOTES×12.5clip suggested Watch VOD

    189 emote msgs — ×12.5 the average

    • mitchcl: incoming rat viewers
    • Zecax04: caedrel o7
  3. 59:00INFLUX×12.4clip suggested Watch VOD

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

    • shaundashifu: caedrel still out
    • Clockwork_Stitch: did tsm wonnered???
  4. 59:00EMOTES×9clip suggested Watch VOD

    136 emote msgs — ×9 the average

    • shaundashifu: caedrel still out
    • Clockwork_Stitch: did tsm wonnered???
  5. 60:00INFLUX×11.9clip suggested Watch VOD

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

    • Selinitaire: sally waiting room
    • uama2594: gogogogo blu9Peepoblushshake

Keyword tracker

TOP 14
  • this997
  • kanavi767
  • game677
  • cinema676
  • push652
  • guma612
  • that576
  • they552
  • zeus496
  • what473
  • classic401
  • aaaa379
  • with371
  • just351

Bot radar

12 FLAGGED
SuspectMsgsScoreConfSignals
fossabot2821.00knownknown bot account
boogiev8280.45mediumrepeated one message ×16 (57% of output)
miss__midnight_240.45mediumrepeated one message ×13 (54% of output)
shurraig77100.45mediumrepeated one message ×5 (50% of output)
k795866p90.45mediumrepeated one message ×5 (56% of output)
myreplica90.45mediumrepeated one message ×5 (56% of output)
maniacxi90.45mediumrepeated one message ×5 (56% of output)
henrymichell280.45mediumrepeated one message ×5 (63% of output)
rafaelpit180.45mediumrepeated one message ×4 (50% of output)
enalis70.45mediumrepeated one message ×4 (57% of output)
brylant_pasy70.45mediumrepeated one message ×5 (71% of output)
krawws60.45mediumrepeated one message ×4 (67% of output)

Emote pulse

TOP 8
  • LUL3,115
  • KEKW694
  • xdd600
  • DinoDance467
  • Pog459
  • PogChamp428
  • fightnightHLE340
  • fightnightBLG318

Evidence tape

6 MSGS
  • 00:00BRBrutusOPENER

    !survey

  • 191:00make6pekproudWALL

    PewPewPew PewPewPew PewPewPew PewPewPew PewPewPew PewPewPew PewPewPew PewPewPew fightnightEZ fightnightEZ fightnightEZ f

  • 245:00make6pekproudWALL

    TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo

  • 297:00make6pekproudWALL

    BINNNNNNNNNNNNNNNNNN TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE

  • 329:00CatGotMeTonguePING

    WHEN LEAGUE CLASSIC RIOT PLS @riotgames :3

  • 350:00mightybreadcrumbsWALL

    redicyDogdance redicyDogdance redicyDogdance redicyDogdance redicyDogdance redicyDogdance redicyDogdance redicyDogdance

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
12
suspects flagged
MSGS 28,254CHATTERS 5794POS 5,664NEG 465TOP KEYWORD “THIS” ×997GINI 0.661BOTS 12PEAK ×14.9 @ 58m

Riot Games stream analytics summary

Riot Games's League of Legends stream "BLG vs HLE | MSI 2026 | Grand Final" on Jul 12, 2026 generated 28,254 messages from 5,794 unique chatters (63.6 msgs/min average, peaking at 403/min). Sentiment ran 5,664 positive vs 465 negative, and the top keyword was "this" (×997). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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