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20200118_音楽家の生存時間分析_muana
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RottenFruits(S.O.)
January 18, 2020
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20200118_音楽家の生存時間分析_muana
RottenFruits(S.O.)
January 18, 2020
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Transcript
Music×Analytics Meetup #1 2020/01/18 @Rotten_Fruits ԻָՈͷੜଘ࣌ؒੳ
ԻָͬͯΔਓ27ࡀͰ͘ͳͬͯ ͠·͏͋Γ·͢ΑͶ
ը૾
The 27 Club 27ࡀͰࢮͨ͠ϙϐϡϥʔԻָͷϛϡʔδγϟϯɺΞʔςΟετɺആ༏ͷҰཡͰ͋Δɻ (தུ)1969͔Β1971ͷؒʹਓͷਓؾϛϡʔδγϟϯ͕ࢮͨ͜͠ͱʹΑΓɺࢮ ͜ͷྸͰΑ͘ى͜Δͱ͍͏৴೦ʹܨ͕ͬͨɻ౷ܭֶతݚڀͰɺ25ࡀ32ࡀͱൺ ֱͯ͠ɺ͜ͷྸͰͷࢮऀͷҟৗͳύλʔϯΛൃݟ͢Δ͜ͱग़དྷͳ͔ͬͨɻ Ҿ༻ɿʮ27ΫϥϒʯʰϑϦʔඦՊࣄయɹΟΩϖσΟΞຊޠ൛ʱɻ201910݄14 (ۚ) 11:35ɹUTCɺURL:
https://ja.wikipedia.org
ͦΕͰ͋͑ͯσʔλΛͬͯ ݕূͯ͠Έ·͢
σʔλ MusicBrainz͔Βऔಘ˞ https://musicbrainz.org MusicBrainzͱ Իָ൛Wikipedia ԻָʹؔΘΔใ͕ϘϥϯςΟϢʔβʔʹΑͬͯूΊΒΕ͍ͯΔ όϯυɾϛϡʔδγϟϯͷ׆ಈظ͔ؒΒԻݯͷϦϦʔεͳͲ๛ͳใ༗ σʔλϕʔε͕ެ։͞Ε͓ͯΓར༻ํ๏ʹΑΔ͕ແྉͰར༻Մ https://musicbrainz.org/doc/About/Data_License dockerʹΑΔσʔλϕʔεڥgithubʹެ։த
https://github.com/RottenFruits/mbcker ※Ұ෦δϟϯϧใlast fm͔Βऔಘ
ੳํ ̍ɽԻָՈͷ͘ͳΔฏۉྸʁ ̎ɽ27ΫϥϒͷṖʁ ̏ɽδϟϯϧʹΑͬͯ͘ͳΔྸʹҧ͍͕͋Δ͔ʁ
ੳํ̍, ̎ ԻָՈͷ͘ͳΔฏۉྸʁ 27ΫϥϒͷṖʁ
͘ͳͬͨྸҰൠΑΓ͍͔ ੳର • 1930͔Β1980ʹੜ·ΕͨԻָՈͰ͘ ͳͬͨਓɿ15,337ਓ ฏۉྸ 59.68ࡀ ݁Ռ • ੈքͷฏۉण໋72ࡀʢຊWHOڠձ
2019ʣͳ ͷͰ୯७ൺֱ͢ΔͱɺҰൠΑΓ͘ͳ͍ͬͯΔ ͘ͳͬͨྸ͝ͱਓ 㱺࡞ͷΈ͕ετϨεʹܨ͕Γण໋ʹӨڹ͔
27ࡀͰ͘ͳΔਓଟ͘ͳͦ͞͏ ݁Ռ • 27ࡀͰ͘ͳͬͨਓ87ਓɺલޙͷྸ ʢ26ࡀɿ74ਓɺ28ࡀɿ98ਓʣͱൺͯ ಛผଟ͍Θ͚Ͱͳͦ͞͏ શମΛ͋ΘͤͯݟΔͱଟ͘ͳͦ͞͏͕ͩɺੜ· ΕͨͰৄ͘͠ݟΔͱͲ͏ͳͷ͔ ͘ͳͬͨྸ͝ͱਓ
ੜ·ΕͨͰݟΔͱ27ࡀͰ͘ͳΔਓଟ͍͔ ݁Ռ • 27ࡀͰ͘ͳΔਓͷׂ߹1930ੜ·Εʹൺ1940ੜ·ΕͰ343%ʹͳ͍ͬͯΔ ʢ0.48 / 0.14ʣ • 1960Ҏ߱Ͱ27ࡀͰ͘ͳͬͨਓͷׂ߹͕૿Ճ͍ͯ͠Δ 1930
1940 1950 1960 1970 1980 27ࡀҎ֎Ͱ͘ͳͬͨਓʢਓʣ 5,883 4,628 2,536 1,244 681 278 27ࡀͰ͘ͳͬͨਓʢਓʣ 8 22 10 17 13 17 27ࡀͰ͘ͳͬͨਓׂ߹ʢ%ʣ 0.14 0.47 0.39 1.35 1.87 5.76 㱺1930͔Β1940ੜ·ΕͰͷٸܹͳ૿Ճ͕1960ޙͷ27Ϋϥϒͷ৴೦ʹܨ͕͔ͬͨ 㱺1960Ҏ߱Ͱͷ૿Ճɺಉʹ͓͚Δएऀͷ͕·ͩଟ͍͔Βͩͱߟ͑ΒΕΔ
ੳํ̏ δϟϯϧʹΑͬͯ͘ͳΔྸ ʹҧ͍͕͋Δ͔ʁ
ͳͥԻָͷδϟϯϧͰҧ͍͕ग़Δ͔ʁ
δϟϯϧʹΑͬͯԻָՈͷՁ؍ɺจԽɺੜ׆ ͷ͋Γํʹҧ͍͕ग़Δͱߟ͑ΒΕΔͷͰҧ͍͕ ͰΔͷͰ
ੳରͱ͢Δδϟϯϧ4छྨ αϯϓϧαΠζͷ߹Ͱ4छྨ Rock Jazz Classical Hip Hop
͘ͳΔྸͷδϟϯϧ͝ͱͷҧ͍͋Γͦ͏ ΧϓϥϯϚΠϠʔ๏ʹΑΔੜଘ࣌ؒੳΛ࣮ࢪ ݁Ռ • Classicalʢࢵʣͷਓੜ͖͍ͯ͠Δ • Jazzʢ੨ʣɺRockʢʣɺHip Hopʢʣͷॱ Ͱ͘ͳΔͷ͕ૣ͘ͳ͍ͬͯΔ •
JazzͱRock80ࡀ͑Δͱ͕ࠩແ͘ͳΔ • RockͱHip Hopͷ40ࡀ͘Β͍·Ͱͷۂઢྨࣅ δϟϯϧ͝ͱͷੜଘۂઢ 㱺ClassicalΛ͍ͬͯΔਓੜ͖͍ͯ͠Δɺδϟ ϯϧ͝ͱͷจԽɺՁ؍ɺੜ׆ͷࠩҟ͕Өڹ͔
ੜ·ΕͨͷίʔϗʔτʹΑͬͯҟͳΔ ߋʹੜ·ΕͨίʔϗʔτͰׂͯ͠ੳ࣮ࢪ ݁Ռ • 1930ੜ·ΕͷRockͱJazzͷۂઢ͕ྨࣅ • 1940ੜ·ΕͷRock20ޙ͔Βͷੜଘ Լ͕େ͖͍ • 1970ੜ·ΕͷHip
HopͷੜଘԼͷε ϐʔυͷΈ͕େ͖͍ • 1980ੜ·ΕͲͷδϟϯϧྨࣅ δϟϯϧ×ੜ·Εͨ͝ͱੜଘۂઢ 㱺ੜ·ΕͨʹΑͬͯδϟϯϧͷԻ ָՈͷจԽɺՁ؍ɺੜ׆͕ҟͳΔͷ͔
·ͱΊ ̍ɽԻָՈͷ͘ͳΔྸʁ 㱺ੈքͷฏۉΑΓ͍ɺ࡞ͷΈ͕ετϨεʹܨ͕Γण໋ʹӨڹ͔ ̎ɽ27ΫϥϒͷṖʁ 㱺1930͔Β1940ੜ·ΕͰٸܹͳ૿Ճɺ27Ϋϥϒͷ৴೦ʹܨ͕ͬͨ ͔ ̏ɽδϟϯϧʹΑͬͯ͘ͳΔྸʹҧ͍͕͋Δ͔ʁ 㱺ClassicalΛ͍ͬͯΔਓੜ͖͍ͯ͠Δɺδϟϯϧ͝ͱͷจԽͷࠩҟ ͕Өڹ͔ɺੜ·ΕͨӨڹ༗Γͦ͏
ࣗݾհ Twitter @Rotten_Fruits ࣄ ۀͰσʔλੳ ͖ͳԻָ ΤϨΫτϩχΧ
END
ࢀߟจݙ ʮ27ΫϥϒʯʰϑϦʔඦՊࣄయɹΟΩϖσΟΞຊޠ൛ʱɻ201910݄14 (ۚ) 11:35ɹUTCɺURL: https://ja.wikipedia.org ຊWHOڠձ(2019), ʮੈքͷฏۉण໋ɺ16ؒͰ5.5ࡀԆͼͯ72ࡀʹ, https://www.japan-who.or.jp/event/2019/AUTO_UPDATE/1904-5.html, 201912݄14ΞΫηε.
Appendix
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