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サーバーレスで実現するソーシャル分析

18f1e3993e9ead63e7a0f70d9eb996bb?s=47 wkm2
August 27, 2020

 サーバーレスで実現するソーシャル分析

JAWS-UG千葉支部オンライン#6 登壇資料

18f1e3993e9ead63e7a0f70d9eb996bb?s=128

wkm2

August 27, 2020
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  1. αʔόʔϨεͰ࣮ݱ͢Δ ιʔγϟϧ෼ੳ 2020/8/27 Thu JAWS-UGઍ༿ࢧ෦ΦϯϥΠϯ#6 Takeshi Wakamatsu

  2. Who am I ? • एদ ߶ࢤ / Takeshi Wakamatsu

    • ΞΠϨοτגࣜձࣾ / cloudpack • ΠϯϑϥΤϯδχΞ + PM + Ϛωʔδϟ • AWSೝఆࢼݧ 12ף New!! • 2019/2020 APN AWS Top Engineers • ޷͖ͳ೔ຊञɿتٱਲ @t_wkm2
  3. None
  4. Agenda • ιʔγϟϧ෼ੳ • ΞʔΩςΫνϟ • ෼ੳ݁Ռ • ·ͱΊ

  5. ιʔγϟϧ෼ੳ

  6. ιʔγϟϧ෼ੳͱ͸ • ιʔγϟϧϝσΟΞ෼ੳͱ΋ݴ͏ • ཁ͸SNSͳͲͷιʔγϟϧϝσΟΞ͔Β౤ߘΛूΊɺফඅऀͷಈ޲Λ ୳Δ෼ੳͷ͜ͱ • ओʹϚʔέςΟϯά෼໺Ͱ࢖ΘΕΔ

  7. ࠓճͷλʔήοτ

  8. ઍ༿ͱݴ͑͹

  9. δΣϑઍ༿

  10. ࠓճͷλʔήοτ • 2020/8/23(೔) δΣϑϢφΠςουࢢݪɾઍ༿ vs ಙౡϰΥϧςΟε • 19࣌ʙ21࣌ʢΩοΫΦϑʙࢼ߹ऴྃ·Ͱʣ • Twitter

    ͷϋογϡλά #jefunited Λरͬͯूܭ
  11. ෼ੳ͍ͨ͜͠ͱ • Amazon Comprehend Λ࢖༻ͯ͠ɺTweetͷײ৘෼ੳΛߦ͏ • ࢼ߹தͷग़དྷࣄΛϓϩοτͯ͠ɺԿ͕ײ৘ʹӨڹΛ༩͍͑ͯΔ͔Λ෼ ੳ͢Δ

  12. ΞʔΩςΫνϟ

  13. αʔϏε • TwitterAPI • AWS Lambda • Amazon Comprehend •

    Amazon S3 • Amazon Athena(AWS Glue DataCatalog) • Amazon QuickSight
  14. ߏ੒ਤ

  15. ෼ੳ݁Ռ

  16. ࢼ߹தʹىͬͨ͜͜ͱ • 42’ ΞΫγσϯτʹΑΔઍ༿ͷબखަ୅ • 45+5’ ઍ༿ΰʔϧ • 73’ ಙౡΰʔϧ

    • 90+4’ ಙౡΰʔϧ
  17. ײ৘෼ੳͷ݁Ռ(Amazon Comprehend) • Tweet૯਺ : 504 • sentiment(ײ৘)ຖͷ਺ࣈ • NEUTRAL

    : 376 • POSITIVE : 84 • NEGATIVE : 47 • MIXED : 1
  18. ײ৘෼ੳͷ݁Ռ(Amazon Comprehend) ઍ༿ બखަ୅ ઍ༿ ΰʔϧ ಙౡ ΰʔϧ ಙౡ ΰʔϧ

  19. ײ৘෼ੳͷ݁Ռ(Amazon Comprehend) • Ԡԉͱ͍͏ੑ࣭͔Β͔શମతʹPOSITIVE͕ଟ͍ • ૣ͍࣌ؒͰͷ(ΞΫγσϯτʹΑΔ)ަ୅͸NEGATIVE • ͍͍ϓϨʔʹ͸ૉ௚ʹPOSITIVEͳπΠʔτ • (౰ͨΓલ͚ͩͲ)૬खΰʔϧ͸NEGATIVE

    • ͕͢͞ʹΞσΟγϣφϧλΠϜͷٯసෛ͚ʹ͸NEGATIVE
  20. Α͘ݟΔͱײ৘൑ఆʹҧ࿨ײ͕

  21. Wakamatsu Comprehend

  22. ײ৘෼ੳͷ݁Ռ(Wakamatsu Comprehend) ઍ༿ બखަ୅ ઍ༿ ΰʔϧ ಙౡ ΰʔϧ ಙౡ ΰʔϧ

  23. ײ৘෼ੳͷ݁Ռ(Amazon Comprehend) ઍ༿ બखަ୅ ઍ༿ ΰʔϧ ಙౡ ΰʔϧ ಙౡ ΰʔϧ

  24. ײ৘෼ੳͷ݁Ռ(Wakamatsu Comprehend) ҆ాબखͷ ϑΝΠϯϓϨʔ

  25. ײ৘෼ੳͷ݁Ռ(Wakamatsu Comprehend) • ϋϚΔɿจ຺ʹΑͬͯҙຯ͕มΘΔ • ਆɿ໌Β͔ͳPOSITIVE͚ͩͲɺNEUTRALʹͳΔ • չ͍͚͠Ͳ͕Μ͹Ζ͏ʂɿࢼ߹ײ૝͸͜Ε͕ଟ͍ɺݸਓతʹ͸MIXED • չ͍͠ද৘ʹ৺ଧͨΕͨɿΉ͍ͣɻɻ

    • ෛ͚ͨ/չ͍͠ɿωΨϫʔυʹ͸ײ౓ྑ͗͢ʁ
  26. ײ৘෼ੳͷ݁Ռ(Wakamatsu Comprehend) • ઒ຢબखͷࣄނ͔Βͷަ୅Ͱܭࢉ͕ڰͬͨ • ΰʔϧΛܾΊͨધࢁબख͸੒ాͷ׽ • 5όοΫʹ͢Δͷ͕ૣ͗ͨ͢ • ৽Ҫষଠબख͸ਆ

    • ࡢ೥ҎલΑΓ͸ང͔ʹ͍͍ࢼ߹Λ͍ͯ͠Δ
  27. ·ͱΊ

  28. ·ͱΊ • αʔόʔϨεͰTwitter౤ߘͷूܭ͔ΒՄࢹԽ·ͰՄೳ • Comprehend ͷ೔ຊޠײ৘෼ੳ͸·ͩ·ͩ͜Ε͔Β • Ұఆͷ୯ޠʹ͸൓Ԡ͢Δ • εϥϯάతͳ΋ͷΛֶश͢Ε͹ਫ਼౓͕޲্ͦ͠͏

    • ͱΓ͋͑ͣɺ৽ҪষଠબखͷϑΝϯʹͳΓ·ͨ͠ɻ
  29. Thank you !!