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20200118_音楽家の生存時間分析_muana

6c93d3e7714a98aaf3399bbd446c207e?s=47 RottenFruits(S.O.)
January 18, 2020
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 20200118_音楽家の生存時間分析_muana

6c93d3e7714a98aaf3399bbd446c207e?s=128

RottenFruits(S.O.)

January 18, 2020
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  1. Music×Analytics Meetup #1 2020/01/18 @Rotten_Fruits ԻָՈͷੜଘ࣌ؒ෼ੳ

  2. Իָ΍ͬͯΔਓ͸27ࡀͰ๢͘ͳͬͯ ͠·͏໰୊͋Γ·͢ΑͶ

  3. ը૾

  4. The 27 Club 27ࡀͰࢮ๢ͨ͠ϙϐϡϥʔԻָͷϛϡʔδγϟϯɺΞʔςΟετɺആ༏ͷҰཡͰ͋Δɻ (தུ)1969೥͔Β1971೥ͷؒʹ਺ਓͷਓؾϛϡʔδγϟϯ͕ࢮ๢ͨ͜͠ͱʹΑΓɺࢮ ͸͜ͷ೥ྸͰΑ͘ى͜Δͱ͍͏৴೦ʹܨ͕ͬͨɻ౷ܭֶతݚڀͰ͸ɺ25ࡀ΍32ࡀͱൺ ֱͯ͠΋ɺ͜ͷ೥ྸͰͷࢮ๢ऀͷҟৗͳύλʔϯΛൃݟ͢Δ͜ͱ͸ग़དྷͳ͔ͬͨɻ Ҿ༻ɿʮ27ΫϥϒʯʰϑϦʔඦՊࣄయɹ΢ΟΩϖσΟΞ೔ຊޠ൛ʱɻ2019೥10݄14೔ (ۚ) 11:35ɹUTCɺURL:

    https://ja.wikipedia.org
  5. ͦΕͰ΋͋͑ͯσʔλΛ࢖ͬͯ ݕূͯ͠Έ·͢

  6. σʔλ MusicBrainz͔Βऔಘ˞ https://musicbrainz.org MusicBrainzͱ͸ Իָ൛Wikipedia ԻָʹؔΘΔ৘ใ͕ϘϥϯςΟϢʔβʔʹΑͬͯूΊΒΕ͍ͯΔ όϯυɾϛϡʔδγϟϯͷ׆ಈظ͔ؒΒԻݯͷϦϦʔε೥ͳͲ๛෋ͳ৘ใ༗ σʔλϕʔε͕ެ։͞Ε͓ͯΓར༻ํ๏ʹΑΔ͕ແྉͰ΋ར༻Մ https://musicbrainz.org/doc/About/Data_License dockerʹΑΔσʔλϕʔε؀ڥ͸githubʹެ։த

    https://github.com/RottenFruits/mbcker ※Ұ෦δϟϯϧ৘ใ͸last fm͔Β΋औಘ
  7. ෼ੳํ਑ ̍ɽԻָՈͷ๢͘ͳΔฏۉ೥ྸ͸ʁ ̎ɽ27ΫϥϒͷṖʁ ̏ɽδϟϯϧʹΑͬͯ๢͘ͳΔ೥ྸʹҧ͍͕͋Δ͔ʁ

  8. ෼ੳํ਑̍, ̎ ԻָՈͷ๢͘ͳΔฏۉ೥ྸ͸ʁ 27ΫϥϒͷṖʁ

  9. ๢͘ͳͬͨ೥ྸ͸ҰൠΑΓ୹͍͔ ෼ੳର৅ • 1930೥୅͔Β1980೥୅ʹੜ·ΕͨԻָՈͰ๢͘ ͳͬͨਓɿ15,337ਓ ฏۉ೥ྸ 59.68ࡀ ݁Ռ • ੈքͷฏۉण໋͸72ࡀʢ೔ຊWHOڠձ

    2019ʣͳ ͷͰ୯७ൺֱ͢ΔͱɺҰൠΑΓ͸୹͘ͳ͍ͬͯΔ ๢͘ͳͬͨ೥ྸ͝ͱਓ਺ 㱺૑࡞ͷ೰Έ౳͕ετϨεʹܨ͕Γण໋ʹӨڹ͔
  10. 27ࡀͰ๢͘ͳΔਓ͸ଟ͘ͳͦ͞͏ ݁Ռ • 27ࡀͰ๢͘ͳͬͨਓ͸87ਓɺલޙͷ೥ྸ ʢ26ࡀɿ74ਓɺ28ࡀɿ98ਓʣͱൺ΂ͯ΋ ಛผଟ͍Θ͚Ͱ͸ͳͦ͞͏ શମΛ͋ΘͤͯݟΔͱଟ͘ͳͦ͞͏͕ͩɺੜ· Εͨ೥୅Ͱৄ͘͠ݟΔͱͲ͏ͳͷ͔ ๢͘ͳͬͨ೥ྸ͝ͱਓ਺

  11. ੜ·Εͨ೥୅ͰݟΔͱ27ࡀͰ๢͘ͳΔਓ͸ଟ͍͔ ݁Ռ • 27ࡀͰ๢͘ͳΔਓͷׂ߹͸1930೥୅ੜ·Εʹൺ΂1940೥୅ੜ·ΕͰ343%ʹͳ͍ͬͯΔ ʢ0.48 / 0.14ʣ • 1960೥୅Ҏ߱Ͱ27ࡀͰ๢͘ͳͬͨਓͷׂ߹͕૿Ճ͍ͯ͠Δ 1930೥୅

    1940೥୅ 1950೥୅ 1960೥୅ 1970೥୅ 1980೥୅ 27ࡀҎ֎Ͱ๢͘ͳͬͨਓʢਓʣ 5,883 4,628 2,536 1,244 681 278 27ࡀͰ๢͘ͳͬͨਓʢਓʣ 8 22 10 17 13 17 27ࡀͰ๢͘ͳͬͨਓׂ߹ʢ%ʣ 0.14 0.47 0.39 1.35 1.87 5.76 㱺1930೥͔Β1940೥୅ੜ·ΕͰͷٸܹͳ૿Ճ͕1960೥୅ޙ൒ͷ27Ϋϥϒͷ৴೦ʹܨ͕͔ͬͨ 㱺1960೥୅Ҏ߱Ͱͷ૿Ճ͸ɺಉ೥୅ʹ͓͚Δएऀͷ਺͕·ͩଟ͍͔Βͩͱߟ͑ΒΕΔ
  12. ෼ੳํ਑̏ δϟϯϧʹΑͬͯ๢͘ͳΔ೥ྸ ʹҧ͍͕͋Δ͔ʁ

  13. ͳͥԻָͷδϟϯϧͰҧ͍͕ग़Δ͔ʁ

  14. δϟϯϧʹΑͬͯԻָՈͷՁ஋؍ɺจԽɺੜ׆ ͷ͋Γํʹҧ͍͕ग़Δͱߟ͑ΒΕΔͷͰҧ͍͕ ͰΔͷͰ͸

  15. ෼ੳର৅ͱ͢Δδϟϯϧ͸4छྨ αϯϓϧαΠζͷ౎߹Ͱ4छྨ Rock Jazz Classical Hip Hop

  16. ๢͘ͳΔ೥ྸͷδϟϯϧ͝ͱͷҧ͍͸͋Γͦ͏ ΧϓϥϯϚΠϠʔ๏ʹΑΔੜଘ࣌ؒ෼ੳΛ࣮ࢪ ݁Ռ • Classicalʢࢵʣͷਓ͸௕ੜ͖͍ͯ͠Δ • Jazzʢ੨ʣɺRockʢ੺ʣɺHip Hopʢ྘ʣͷॱ Ͱ๢͘ͳΔͷ͕ૣ͘ͳ͍ͬͯΔ •

    JazzͱRock͸80ࡀ௒͑Δͱ͕ࠩແ͘ͳΔ • RockͱHip Hopͷ40ࡀ͘Β͍·Ͱͷۂઢ͸ྨࣅ δϟϯϧ͝ͱͷੜଘۂઢ 㱺ClassicalΛ΍͍ͬͯΔਓ͸௕ੜ͖͍ͯ͠Δɺδϟ ϯϧ͝ͱͷจԽɺՁ஋؍ɺੜ׆ͷࠩҟ͕Өڹ͔
  17. ੜ·Εͨ೥୅ͷίʔϗʔτʹΑͬͯ΋ҟͳΔ ߋʹੜ·Εͨ೥୅ίʔϗʔτͰ෼ׂͯ͠෼ੳ࣮ࢪ ݁Ռ • 1930೥୅ੜ·ΕͷRockͱJazzͷۂઢ͕ྨࣅ • 1940೥୅ੜ·ΕͷRock͸20୅ޙ൒͔Βͷੜଘ ཰௿Լ͕େ͖͍ • 1970೥୅ੜ·ΕͷHip

    Hopͷੜଘ཰௿Լͷε ϐʔυͷΈ͕େ͖͍ • 1980೥୅ੜ·Ε͸Ͳͷδϟϯϧ΋ྨࣅ δϟϯϧ×ੜ·Εͨ೥୅͝ͱੜଘۂઢ 㱺ੜ·Εͨ೥୅ʹΑͬͯ΋δϟϯϧ಺ͷԻ ָՈͷจԽɺՁ஋؍ɺੜ׆͕ҟͳΔͷ͔
  18. ·ͱΊ ̍ɽԻָՈͷ๢͘ͳΔ೥ྸ͸ʁ 㱺ੈքͷฏۉΑΓ͸୹͍ɺ૑࡞ͷ೰Έ౳͕ετϨεʹܨ͕Γण໋ʹӨڹ͔ ̎ɽ27ΫϥϒͷṖʁ 㱺1930೥୅͔Β1940೥୅ੜ·ΕͰٸܹͳ૿Ճɺ27Ϋϥϒͷ৴೦ʹܨ͕ͬͨ ͔ ̏ɽδϟϯϧʹΑͬͯ๢͘ͳΔ೥ྸʹҧ͍͕͋Δ͔ʁ 㱺ClassicalΛ΍͍ͬͯΔਓ͸௕ੜ͖͍ͯ͠Δɺδϟϯϧ͝ͱͷจԽ౳ͷࠩҟ ͕Өڹ͔ɺੜ·Εͨ೥୅΋Өڹ༗Γͦ͏

  19. ࣗݾ঺հ Twitter @Rotten_Fruits ࢓ࣄ ੡଄ۀͰσʔλ෼ੳ ޷͖ͳԻָ ΤϨΫτϩχΧ

  20. END

  21. ࢀߟจݙ ʮ27ΫϥϒʯʰϑϦʔඦՊࣄయɹ΢ΟΩϖσΟΞ೔ຊޠ൛ʱɻ2019೥10݄14೔ (ۚ) 11:35ɹUTCɺURL: https://ja.wikipedia.org ೔ຊWHOڠձ(2019), ʮੈքͷฏۉण໋ɺ16೥ؒͰ5.5ࡀԆͼͯ72ࡀʹ, https://www.japan-who.or.jp/event/2019/AUTO_UPDATE/1904-5.html, 2019೥12݄14೔ΞΫηε.

  22. Appendix

  23. δϟϯϧ4छྨͷਓ਺಺༁ Rock Jazz Classical Hip Hop ଘ໋ʢਓʣ 2,295(86%) 5,312(80%) 1,193(89%)

    1,111(95%) ๢͘ͳͬͨਓʢਓʣ 372(14%) 1,271(20%) 154(11%) 57(5%) ߹ܭʢਓʣ 2,667 6,583 1,347 1,168