データ分析の世界で今後必要とされる役割「Purple People」とは

by tama-chang

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σʔλ෼ੳͷੈքͰࠓޙඞཁͱ͞ΕΔ໾ׂ ʮ1VSQMF1FPQMFʯͱ͸ ΞϥΠΞϯε౷ׅ෦ۄҪྭ

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ࣗݾ঺հ ۄҪྭʢλϚΠϨΠʣ w ಸྑݝग़਎ w େࡕ෎ࡏॅ w ࠷ۙͷχϡʔε w ΦΧϯ ͕ΫϥϦωοτ Λश͍࢝Ίͨ

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ͦ͏ͩɺژ౎΁ߦ͜͏

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#3*"/&/0".#*&/5,:050 https://ambientkyoto.com/

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#3*"/&/0".#*&/5,:050

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#3*"/&/0".#*&/5,:050

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#3*"/&/0".#*&/5,:050 Ώͬ͘Γ͕ͩɺ ৗʹมΘΓଓ͚͍ͯΔ

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#3*"/&/0".#*&/5,:050

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#3*"/&/0".#*&/5,:050 Ώͬ͘Γ͕ͩɺ ৗʹมΘΓଓ͚͍ͯΔ

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#3*"/&/0".#*&/5,:050 https://www.tokyoartbeat.com/articles/-/brianenokyoto_report_20220603

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੺੨ࢵ http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/

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࢓ࣄͷྫ͑ʹ࢖͏ʁ http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Ϗδωε ٕज़

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࢓ࣄͷྫ͑ʹ࢖͏ʁ http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Ϗδωε ٕज़ Purple People

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Purple Peopleͱ͸ʁ

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ॳग़ɿ೥݄೔ https://tdwi.org/Blogs/TDWI-Blog/2010/04/Purple-People.aspx

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ݴ͍ग़ͬ͠΃ɿ8BZOF&DLFSTPO https://www.eckerson.com/experts/wayne-eckerson

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εϓγΛൽ೑Δ8BZOF&DLFSTPO https://web.archive.org/web/20071012000401/http://www.tdwi.org/display.aspx?ID=7167

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εϓγΛൽ೑Δ8BZOF&DLFSTPO https://web.archive.org/web/20071012000401/http://www.tdwi.org/display.aspx?ID=7167 2002೥

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ݪ৭ͦΕͧΕಠཱ͍ͯ͠Δ http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Ϗδωε ٕज़

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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 ্࢘

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྆ํ͕ࠞͬͨ͟ਓ͕ඞཁ http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Purple People

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σʔλ෼ੳͱ͸ԿͷͨΊʹ΍Δͷ͔ w σʔλ෼ੳ͸Ϗδωεͷٙ໰ʹ౴͑ΔͨΊͷ৘ใΛఏ ڙ͢Δ͜ͱ w σʔλ෼ੳج൫΍μογϡϘʔυΛ։ൃ͢Δ͜ͱ͕໨ తͰ͸ͳ͍ w σʔλ෼ੳ͸ଞͷ*5෼໺Ҏ্ʹϏδωεཧղ͕ඞཁ

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1VSQMF1FPQMFͷ໾ׂ http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Ϗδωε ٕज़ ○ Ϗδωεཁ݅ͷఆٛ × ෼ੳج൫ͷઃܭ × Ϗδωεཁ݅ͷఆٛ ○ ෼ੳج൫ͷઃܭ

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1VSQMF1FPQMFͷ໾ׂ http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Purple People

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1VSQMF1FPQMFͷ໾ׂ http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Ϗδωεଆʹɺ ITٕज़ΛͲͷΑ ͏ʹ࢖͑͹͍͍ ͷ͔ڭ͑Δ ITٕज़ଆ͕ཧ ղͰ͖ΔΑ͏ ʹϏδωεଆ ͷݴ༿Λม׵ ͢Δ

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ੲͷPurple People

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ણҡ޻ۀͷދɿ'SBODJT$BCPU-PXFMM https://www.youtube.com/watch?v=lKd864WKOug

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ણҡ޻ۀͷދɿ'SBODJT$BCPU-PXFMM w Ϙετϯ޻ۀձࣾΛઃཱɺ େܕͷ໦໖޻৔Λ্ཱͪ͛ Δ w ঁੑਓͰ୆ૢ࡞Ͱ͖Δ ըظతͳྗ৫ػΛಋೖ w ख৫ػΛۦஞ͢Δ w ͗ͯ͢͢͝ொͷ໊લʹͳΔ

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ੈلͷ1VSQMF1FPQMFɿ1BVM.PPEZ w ࡀ͔Β৫޻ͱͯ͠Ωϟ ϦΞελʔτ w ࡀͰϩʔ΢Σϧͱྗ৫ ػΛ։ൃ͢Δ w ϩʔ΢ΣϧͷϏδωεཁ ݅Λྗ৫ػʹམͱ͠ࠐΉ https://en.wikipedia.org/wiki/Paul_Moody_(inventor)

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ݱ୅ͷσʔλ෼ੳʹ͓͚ΔPurple People

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σʔλ෼ੳº1VSQMF1FPQMF ΋͏ྩ࿨΍Ͱʁ ϙʔϧɾϜʔσΟ

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σʔλ෼ੳº1VSQMF1FPQMF ʂʁ ϙʔϧɾϜʔσΟ

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σʔλ෼ੳº1VSQMF1FPQMF 8FUIFQVSQMFQFPQMF ECUMBCT !?

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8FUIFQVSQMFQFPQMF https://www.getdbt.com/blog/we-the-purple-people/

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σʔλ෼ੳνʔϜʹ͓͚Δ1VSQMF1FPQMFͷಛ௃ ૊৫ͷίϯςΩετΛશମʹڞ༗͢Δ

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෦ॺຖʹ՝୊͕͋Δ Ӧۀ෦ ϚʔέςΟϯά෦ ঎඼։ൃ෦

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෦ॺຖʹ՝୊͕͋Δ Ӧۀ෦ ϚʔέςΟϯά෦ ঎඼։ൃ෦ ച্σʔλ͕ଟ͗ͯ͢෼ੳͰ͖ͳ͍… ࢪࡦͷޮՌΛӦۀ෦ͷσʔλΛ࢖ͬͯଌఆ͍ͨ͠… ࣗ෦ॺͷσʔλ෼ੳΛऔΓೖΕͯΈ͍ͨ…

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1VSQMF1FPQMF͸αΠϩԽΛյ͢ Ӧۀ෦ ϚʔέςΟϯά෦ ঎඼։ൃ෦ ύϙϐϙ

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1VSQMF1FPQMF͸αΠϩԽΛյ͢ Ӧۀ෦ ϚʔέςΟϯά෦ ঎඼։ൃ෦ ύϙϐϙ σʔλ੔ཧΛࢧԉ͢ΔͰ ॿ͔ΔΘʙ

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1VSQMF1FPQMF͸αΠϩԽΛյ͢ Ӧۀ෦ ϚʔέςΟϯά෦ ঎඼։ൃ෦ ύϙϐϙ Ӧۀ σʔλ ࢖ͬͯ͑͑ͷΜ…ʁ ͑͑Ͱ ૊৫શମͰ࢖͑Δ͔͍͞

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1VSQMF1FPQMF͸αΠϩԽΛյ͢ Ӧۀ෦ ϚʔέςΟϯά෦ ঎඼։ൃ෦ ύϙϐϙ σʔλ෼ੳͷ࢝Ίํ …ڭ͑ͨΖ͔ʁ ϊ΢ϋ΢ ͑Βͦ͏΍ͳ… Ͱ΋ڭ͑ͯ

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σʔλ෼ੳνʔϜʹ͓͚Δ1VSQMF1FPQMFͷಛ௃ ૊৫ͷίϯςΩετΛશମʹڞ༗͢Δ ਅͷδΣωϥϦετͰ͋Δ

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5ܕਓࡐ

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5ܕਓࡐ ஌ࣝɾεΩϧͷ෯ ઐ໳ੑ

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1VSQMF1FPQMFͷ৔߹ ஌ࣝɾεΩϧͷ෯

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1VSQMF1FPQMFͷ৔߹ • ྑ͍ҙຯͰઐ໳ੑΛ࣋ͨͳ͍ʢҰ఺ूதܕʹͳΒͳ͍ʣ • ͦͷ࣌ͷ໨ͷલͷϏδωε՝୊ʹूத͢Δ • ଟछଟ༷ͳϏδωε՝୊Λղܾ͢Δ ஌ࣝɾεΩϧͷ෯

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σʔλ෼ੳνʔϜʹ͓͚Δ1VSQMF1FPQMFͷಛ௃ ૊৫ͷίϯςΩετΛશମʹڞ༗͢Δ ਅͷδΣωϥϦετͰ͋Δ ଟ༷ੑ

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1VSQMF5FBNͱ͍͏΋ͷΛߟ͑ͨ࣌ w ҙਤతʹଟ༷ੑʹ෋Μͩϝϯόʔ w ٕज़ʹڧΊɺίϛϡྗɺۀ຿ཧղɺFUD w ʮଟ༷ͳϏδωε՝୊ʯΛղܾ͢ΔͨΊ

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Purple People͕׆༂Ͱ͖Δσʔλ෼ੳج൫

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ͣ͹Γ Modern Data Stack

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ۃݶ·ͰΫϥ΢υʹ΍ΒͤΔ

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πʔϧͰग़དྷͳ͍͜ͱΛ୲౰͢Δ w 1VSQMF1FPQMF͸ಉ͜͡ͱΛ܁Γฦ͞ͳ͍ w 1VSQMF1FPQMF͸πʔϧαʔϏεʹґଘ͠ͳ͍ w ٕज़͸ৗʹมΘΓଓ͚Δ

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࠶ܝ Ώͬ͘Γ͕ͩɺ ৗʹมΘΓଓ͚͍ͯΔ

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มԽ͢Δ͜ͱΛڪΕͳ͍Ͱ ࢲ͸ۚଐ੡ͷࣃंͷ୅ΘΓʹֵ੡ͷϕϧτΛ࢖͏ͱ͍͏ػߏΛ։ൃ͠ɺ ͦΕ͸ถࠃதʹ޿·ͬͨɻ ϙʔϧɾϜʔσΟ

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มԽ͢Δ͜ͱΛڪΕͳ͍Ͱ ͜ͷػߏ͸ۚଐ੡ͷࣃंΛ࢖͏ΑΓܦࡁతͰɺϝϯςφϯε΋গͳͯ͘ ࡁΜͩɻ׬ᘳͰ͋Δɻ ϙʔϧɾϜʔσΟ

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มԽ͢Δ͜ͱΛڪΕͳ͍Ͱ ͔͠͠ɺͦͷޙɺϩʔϓυϥΠϒํࣜͱ͍͏΋ͷʹऔͬͯ୅ΘΒΕͨʜɻ ٕज़͸ɺΑΓ༏Εͨ΋ͷʹɺ͍ͣΕมΘΔ΋ͷͩʜɻ ϙʔϧɾϜʔσΟ

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มԽ͢Δ͜ͱΛڪΕͳ͍Ͱ େࣄͳͷ͸ٕज़ͦͷ΋ͷͰ͸ͳ͘ɺٕज़Λ࢖͏ଆͩɻ গ೥ΑɺมԽ͢Δ͜ͱΛڪΕΔͳ ϙʔϧɾϜʔσΟ

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