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データ分析の世界で今後必要とされる役割 「Purple People」とは
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tama-chang
July 27, 2022
Technology
3.2k
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データ分析の世界で今後必要とされる役割 「Purple People」とは
tama-chang
July 27, 2022
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Transcript
σʔλੳͷੈքͰࠓޙඞཁͱ͞ΕΔׂ ʮ1VSQMF1FPQMFʯͱ ΞϥΠΞϯε౷ׅ෦ۄҪྭ
ࣗݾհ ۄҪྭʢλϚΠϨΠʣ w ಸྑݝग़ w େࡕࡏॅ w ࠷ۙͷχϡʔε w
ΦΧϯ ͕ΫϥϦωοτ Λश͍࢝Ίͨ
ͦ͏ͩɺژߦ͜͏
#3*"/&/0".#*&/5,:050 https://ambientkyoto.com/
#3*"/&/0".#*&/5,:050
#3*"/&/0".#*&/5,:050
#3*"/&/0".#*&/5,:050 Ώͬ͘Γ͕ͩɺ ৗʹมΘΓଓ͚͍ͯΔ
#3*"/&/0".#*&/5,:050
#3*"/&/0".#*&/5,:050 Ώͬ͘Γ͕ͩɺ ৗʹมΘΓଓ͚͍ͯΔ
#3*"/&/0".#*&/5,:050 https://www.tokyoartbeat.com/articles/-/brianenokyoto_report_20220603
੨ࢵ http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/
ࣄͷྫ͑ʹ͏ʁ http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Ϗδωε ٕज़
ࣄͷྫ͑ʹ͏ʁ http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Ϗδωε ٕज़ Purple People
Purple Peopleͱʁ
ॳग़ɿ݄ https://tdwi.org/Blogs/TDWI-Blog/2010/04/Purple-People.aspx
ݴ͍ग़ͬ͠ɿ8BZOF&DLFSTPO https://www.eckerson.com/experts/wayne-eckerson
εϓγΛൽΔ8BZOF&DLFSTPO https://web.archive.org/web/20071012000401/http://www.tdwi.org/display.aspx?ID=7167
εϓγΛൽΔ8BZOF&DLFSTPO https://web.archive.org/web/20071012000401/http://www.tdwi.org/display.aspx?ID=7167 2002
ݪ৭ͦΕͧΕಠཱ͍ͯ͠Δ http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Ϗδωε ٕज़
ݪ৭ͦΕͧΕಠཱ͍ͯ͠Δ http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Ϗδωε ٕज़ ۀք Χϧνϟʔ ΩϟϦΞ
্࢘ ۀք Χϧνϟʔ ΩϟϦΞ ্࢘
྆ํ͕ࠞͬͨ͟ਓ͕ඞཁ http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Purple People
σʔλੳͱԿͷͨΊʹΔͷ͔ w σʔλੳϏδωεͷٙʹ͑ΔͨΊͷใΛఏ ڙ͢Δ͜ͱ w σʔλੳج൫μογϡϘʔυΛ։ൃ͢Δ͜ͱ͕ తͰͳ͍ w σʔλੳଞͷ*5Ҏ্ʹϏδωεཧղ͕ඞཁ
1VSQMF1FPQMFͷׂ http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Ϗδωε ٕज़ ◦ Ϗδωεཁ݅ͷఆٛ ×
ੳج൫ͷઃܭ × Ϗδωεཁ݅ͷఆٛ ◦ ੳج൫ͷઃܭ
1VSQMF1FPQMFͷׂ http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Purple People
1VSQMF1FPQMFͷׂ http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Ϗδωεଆʹɺ ITٕज़ΛͲͷΑ ͏ʹ͍͍͑ ͷ͔ڭ͑Δ ITٕज़ଆ͕ཧ
ղͰ͖ΔΑ͏ ʹϏδωεଆ ͷݴ༿Λม ͢Δ
ੲͷPurple People
ણҡۀͷދɿ'SBODJT$BCPU-PXFMM https://www.youtube.com/watch?v=lKd864WKOug
ણҡۀͷދɿ'SBODJT$BCPU-PXFMM w ϘετϯۀձࣾΛઃཱɺ େܕͷ໖Λ্ཱͪ͛ Δ w ঁੑਓͰૢ࡞Ͱ͖Δ ըظతͳྗ৫ػΛಋೖ w
ख৫ػΛۦஞ͢Δ w ͗ͯ͢͢͝ொͷ໊લʹͳΔ
ੈلͷ1VSQMF1FPQMFɿ1BVM.PPEZ w ࡀ͔Β৫ͱͯ͠Ωϟ ϦΞελʔτ w ࡀͰϩʔΣϧͱྗ৫ ػΛ։ൃ͢Δ w ϩʔΣϧͷϏδωεཁ
݅Λྗ৫ػʹམͱ͠ࠐΉ https://en.wikipedia.org/wiki/Paul_Moody_(inventor)
ݱͷσʔλੳʹ͓͚ΔPurple People
σʔλੳº1VSQMF1FPQMF ͏ྩͰʁ ϙʔϧɾϜʔσΟ
σʔλੳº1VSQMF1FPQMF ʂʁ ϙʔϧɾϜʔσΟ
σʔλੳº1VSQMF1FPQMF 8FUIFQVSQMFQFPQMF ECUMBCT !?
8FUIFQVSQMFQFPQMF https://www.getdbt.com/blog/we-the-purple-people/
σʔλੳνʔϜʹ͓͚Δ1VSQMF1FPQMFͷಛ ৫ͷίϯςΩετΛશମʹڞ༗͢Δ
෦ॺຖʹ՝͕͋Δ Ӧۀ෦ ϚʔέςΟϯά෦ ։ൃ෦
෦ॺຖʹ՝͕͋Δ Ӧۀ෦ ϚʔέςΟϯά෦ ։ൃ෦ ച্σʔλ͕ଟ͗ͯ͢ੳͰ͖ͳ͍… ࢪࡦͷޮՌΛӦۀ෦ͷσʔλΛͬͯଌఆ͍ͨ͠… ࣗ෦ॺͷσʔλੳΛऔΓೖΕͯΈ͍ͨ…
෦ॺຖʹ՝͕͋Δ Ӧۀ෦ ϚʔέςΟϯά෦ ։ൃ෦ ച্σʔλ͕ଟ͗ͯ͢ੳͰ͖ͳ͍… ࢪࡦͷޮՌΛӦۀ෦ͷσʔλΛͬͯଌఆ͍ͨ͠… ࣗ෦ॺͷσʔλੳΛऔΓೖΕͯΈ͍ͨ…
1VSQMF1FPQMFαΠϩԽΛյ͢ Ӧۀ෦ ϚʔέςΟϯά෦ ։ൃ෦ ύϙϐϙ
1VSQMF1FPQMFαΠϩԽΛյ͢ Ӧۀ෦ ϚʔέςΟϯά෦ ։ൃ෦ ύϙϐϙ σʔλཧΛࢧԉ͢ΔͰ ॿ͔ΔΘʙ
1VSQMF1FPQMFαΠϩԽΛյ͢ Ӧۀ෦ ϚʔέςΟϯά෦ ։ൃ෦ ύϙϐϙ Ӧۀ σʔλ ͬͯ͑͑ͷΜ…ʁ ͑͑Ͱ
৫શମͰ͑Δ͔͍͞
1VSQMF1FPQMFαΠϩԽΛյ͢ Ӧۀ෦ ϚʔέςΟϯά෦ ։ൃ෦ ύϙϐϙ σʔλੳͷ࢝Ίํ …ڭ͑ͨΖ͔ʁ ϊϋ ͑Βͦ͏ͳ…
Ͱڭ͑ͯ
σʔλੳνʔϜʹ͓͚Δ1VSQMF1FPQMFͷಛ ৫ͷίϯςΩετΛશମʹڞ༗͢Δ ਅͷδΣωϥϦετͰ͋Δ
5ܕਓࡐ
5ܕਓࡐ ࣝɾεΩϧͷ෯ ઐੑ
1VSQMF1FPQMFͷ߹ ࣝɾεΩϧͷ෯
1VSQMF1FPQMFͷ߹ • ྑ͍ҙຯͰઐੑΛ࣋ͨͳ͍ʢҰूதܕʹͳΒͳ͍ʣ • ͦͷ࣌ͷͷલͷϏδωε՝ʹूத͢Δ • ଟछଟ༷ͳϏδωε՝Λղܾ͢Δ ࣝɾεΩϧͷ෯
σʔλੳνʔϜʹ͓͚Δ1VSQMF1FPQMFͷಛ ৫ͷίϯςΩετΛશମʹڞ༗͢Δ ਅͷδΣωϥϦετͰ͋Δ ଟ༷ੑ
1VSQMF5FBNͱ͍͏ͷΛߟ͑ͨ࣌ w ҙਤతʹଟ༷ੑʹΜͩϝϯόʔ w ٕज़ʹڧΊɺίϛϡྗɺۀཧղɺFUD w ʮଟ༷ͳϏδωε՝ʯΛղܾ͢ΔͨΊ
Purple People͕׆༂Ͱ͖Δσʔλੳج൫
ͣΓ Modern Data Stack
ۃݶ·ͰΫϥυʹΒͤΔ
πʔϧͰग़དྷͳ͍͜ͱΛ୲͢Δ w 1VSQMF1FPQMFಉ͜͡ͱΛ܁Γฦ͞ͳ͍ w 1VSQMF1FPQMFπʔϧαʔϏεʹґଘ͠ͳ͍ w ٕज़ৗʹมΘΓଓ͚Δ
࠶ܝ Ώͬ͘Γ͕ͩɺ ৗʹมΘΓଓ͚͍ͯΔ
มԽ͢Δ͜ͱΛڪΕͳ͍Ͱ ࢲۚଐͷࣃंͷΘΓʹֵͷϕϧτΛ͏ͱ͍͏ػߏΛ։ൃ͠ɺ ͦΕถࠃதʹ·ͬͨɻ ϙʔϧɾϜʔσΟ
มԽ͢Δ͜ͱΛڪΕͳ͍Ͱ ͜ͷػߏۚଐͷࣃंΛ͏ΑΓܦࡁతͰɺϝϯςφϯεগͳͯ͘ ࡁΜͩɻᘳͰ͋Δɻ ϙʔϧɾϜʔσΟ
มԽ͢Δ͜ͱΛڪΕͳ͍Ͱ ͔͠͠ɺͦͷޙɺϩʔϓυϥΠϒํࣜͱ͍͏ͷʹऔͬͯΘΒΕͨʜɻ ٕज़ɺΑΓ༏Εͨͷʹɺ͍ͣΕมΘΔͷͩʜɻ ϙʔϧɾϜʔσΟ
มԽ͢Δ͜ͱΛڪΕͳ͍Ͱ େࣄͳͷٕज़ͦͷͷͰͳ͘ɺٕज़Λ͏ଆͩɻ গΑɺมԽ͢Δ͜ͱΛڪΕΔͳ ϙʔϧɾϜʔσΟ
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