Tableau事例紹介 / Tableau Case Study of Eureka

by Kazuya Araki

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ग़యɿMMDݚڀॴʮ2023೥ϚονϯάαʔϏεɾΞϓϦͷར༻࣮ଶௐࠪʯ

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ϖΞʔζ͸Match GroupͷҰһ and more… Pairs Tinder match okcupid Plenty of Fish Chispa Hinge Hakuna meetic BLK league azar

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© 2024 Eureka, Inc. ӡ༻ϑΣʔζͱͯ͠͸ԁख़ظ(10 -> 50ͳ͍͠50 -> 100ͷஈ֊) 0 -> 1 1 -> 10 10 -> 100 Tableauಋೖ௚ޙͷঢ়ଶ Prototype Dashboard΍ Ad hoc Report͕ओྲྀͷঢ়گɻ ۀ຿ར༻ͷ֦େظ ύϫʔϢʔβʔͷݗҾʹΑΓɺ ެࣜμογϡϘʔυͷఏڙ͕Ճ଎͠ ͍ͯΔঢ়گɻ ߴ౓Խɺߴޮ཰Խӡ༻ظ มԽͷܹ͍͠Ϗδωεཁ݅ʹ ରͯ͠ॊೈʹରԠͰ͖Δঢ়گɻ

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© 2024 Eureka, Inc. ΍͍ͬͯΔ͜ͱ(ۀ຿֎) ಈ͖ग़͢σʔλυϦϒϯ૊৫ͷͭ͘Γ͔ͨ Tableau BlueprintʹֶͿ࣮ફతΞϓϩʔν Best of Tableau Web 2023೥10݄߸ σʔλυϦϒϯͳ૊৫Λ࣮ݱ͢Δ࣮ફతख๏Λ͝঺հ ʰ࠷ڧͷσʔλ෼ੳ؀ڥʱΛߏஙͯ͠ ϏδωεΛՃ଎ͤ͞Ζʂʂ ࠓߋղઆ͢Δಈ͖ग़͢σʔλυϦϒϯ૊৫ͷͭ͘Γ͔ͨ ষผ߈ུฤ - 2ষ ΞδϟΠϧੑ

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© 2024 Eureka, Inc. Problem: σβΠϯγεςϜͷӡ༻͸͏·͘ఆண͠ͳ͔ͬͨ σβΠϯγεςϜӡ༻ͷ໰୊఺ͱؾ෇͖ ޻਺ͷ໰୊ ● ߴ඼࣭Λ୲อ͢ΔͨΊʹɺ·ͱ·ͬͨ޻਺͕ඞཁɻ ● ProjectͰ޻਺֬อ͢Ε͹ՄೳɻยखؒͰͷۀ຿Ͱ͸ෆՄೳɻ ● σβΠφʔͷׂ͕͚࣌ؒͳ͍ɻ εΩϧͷ໰୊ ● ඇσβΠφʔ͕FigmaΛ࢖͍͜ͳ͢োนΛߟྀ͠ͳ͚Ε͹ͳΒͳ͍ɻ ● Figma -> Tableauʹམͱ͠ࠐΉ೉қ౓͕ߴ͍ɻref. ॻࣜઃఆͷπϥϛ - Tableauࣄྫ঺հ & ՝୊ڞ༗ ● ద੾ͳεΩϧτϥϯεϑΝʔΛߦΘͳ͍ͱଐਓԽ͕ਐΉɻ BIπʔϧͷ໰୊ ● σβΠϯςϯϓϨʔτػೳ͕ͳ͍BIπʔϧ͸σβΠϯγεςϜʹ޲͔ͳ͍ɻ ● ॻࣜઃఆͷ੍໿͕ڧ͍πʔϧ΄ͲɺσβΠϯઃܭͷ෯͕ڱ·Δɻ ● ख਺͕ଟ͍ͱͦͷ෼޻਺͕͔͔ΔͨΊɺσβΠϯγεςϜΛ࠾༻͠ʹ͘͘ͳΔɻ

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© 2024 Eureka, Inc. ·ͱΊ ෦෼࠷దԽ -> ղফ 👍 ެࣜReport / DashboardԽΛଅਐɻ 👍 ࣄۀͰݟΔ΂͖΋ͷΛPortalͰҰͭʹू໿ɺ౷Ұͨ͠ɻ ৘ใͷ෼ࢄɺ֦ࢄ -> ղফ 👍 redashΛެࣜ؅ཧ͔Βഇࢭɻ 👍 TableauͷݕࡧػೳͰ͸୳ͤͳ͍ϢʔβʔͷͨΊʹPortalΛ࡞੒͠ɺಈઢΛ֬อͨ͠ɻ ೝ஌ෛՙͷߴ͍Visualization -> σβΠϯγεςϜͷPros / Cons 👍 σβΠϯγεςϜʹΑΓɺReport / Dashboardͷັͤํ͕มԽͨ͠ɻ ○ CreatorͷσβΠϯҙ͕ࣝશମతʹ޲্ɻ ○ ߴ඼࣭ͳReport / Dashboard͕૿͑ɺೝ஌ෛՙͷରࡦͱͳͬͨɻ 😢 σβΠϯγεςϜͷӡ༻͸ఆண͠ͳ͔ͬͨɻ ○ Figmaͷӡ༻޻਺͕ߴ͍ͨΊɺద੾ʹӡ༻Ͱ͖ͳ͔ͬͨɻ ○ σβΠϯΛ୲͏ϝϯόʔ͕ݶΒΕɺଐਓԽ͕ਐΜͰ͠·ͬͨɻ

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© 2024 Eureka, Inc. What is "Data Enabling" ? Data Enablement͸૊৫͕σʔλࢿ࢈ͷՄೳੑΛ࠷େݶʹ׆༻Ͱ͖ΔΑ͏ʹ͢ΔઓུతͳϓϩηεͰ͢ɻ ͜Εʹ͸ɺσʔλʹ؆୯ʹΞΫηεͰ͖ɺద੾ʹ؅ཧ͞ΕɺҙࢥܾఆͱΠϊϕʔγϣϯΛଅਐ͢ΔͨΊʹޮՌతʹ࢖༻͞ΕΔ؀ڥΛߏங͢Δ ͜ͱؚ͕·Ε·͢ɻ atran: Data Enablement: What is It & How to Get Started? Data Enablement͸૊৫಺ͷϢʔβʔ͕؆୯ʹΞΫηε࣮ͯ͠ߦͰ͖ΔΑ͏ʹσʔλΛ੔ཧ͓Αͼ؅ཧ͢Δ࣮ફΛࢦ͠·͢ɻ ͜Εʹ͸σʔλ ιʔεͷҰݩԽɺσʔλͷݕূͱ෼ྨ͔Βɺσʔλมߋʹؔ͢ΔϦΞϧλΠϜͷߋ৽ͷఏڙ·Ͱɺ෯޿͍׆ಈؚ͕·Ε·͢ɻ Secoda: What is Data Enablement? Data EnablementʹΑΓɺνʔϜ͸ٕज़తͳઐ໳஌ࣝʹؔ܎ͳ͘ɺσʔλΛཧղ͠ɺͦͷՄೳੑΛ࠷େݶʹ׆༻Ͱ͖ΔΑ͏ʹͳΓ·͢ɻ ϫʔΫϑϩʔΛվળ͠ɺϓϩηεΛڧԽ͠ͳ͕ΒɺνʔϜ͕૊৫಺ͷ஌ࣝΛൃݟɺจॻԽɺڞ༗͢ΔͨΊͷπʔϧΛఏڙ͠·͢ɻ Michelle Hunt: What is Data Enablement?

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© 2024 Eureka, Inc. զʑ͕໨ࢦ͢΂͖Data Enablingͷੈք؍ Mission: Eurekaʹରͯ͠ͳ͢΂͖͜ͱ Eureka͕σʔλʹج͍ͮͨՁ஋͋ΔҙࢥܾఆΛͰ͖ΔΑ͏ʹ͢Δɻ Vision: ໨ࢦ͢΂͖࢟ Ձ஋͋Δ΋ͷΛਖ਼͘͠ߦ͏ɻ Value: ۩ମతʹ΍Δ΂͖͜ͱ QCDS*Λ౰ͨΓલʹମݱ͢ΔूஂͰ͋Δ͜ͱɻ * QCDS = Quality, Cost, Delivery, Service

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© 2024 Eureka, Inc. ௚ۙͷ(Tableau໰Θͣ)BIπʔϧͷ՝୊ײ Report / Dashboardͷෆಁ໌ੑ͕෷১Ͱ͖͍ͯͳ͍ ● ఆৗతɺજࡏతʹେྔͷReport / DashboardΛ๊͓͑ͯΓɺͦΕΒ͢΂ͯΛ؅ཧͰ͖͍ͯͳ͍ɻ ● ෦෼࠷దԽ͸͋Δఔ౓ղফ͕ͨ͠ɺຊ౰ʹॏཁͳReport / Dashboardͳͷ͔ఆྔ൑அ͕Ͱ͖ͳ͍ɻ ● ΧελϜSQLΛ࢖༻ͨ͠Report / Dashboard͕ଘࡏ͢Δɻ Report / Dashboardͷ࡞੒ίετ͕ߴ͍ ● Report / DashboardΛ࡞੒͢Δ༨༟͕ͳ͍ɻ ● ࣭ͷߴ͍Report / Dashboardͷχʔζ͕ߴ·͍ͬͯΔɻ ● σβΠϯͷ౷Ұ͕Ͱ͖ͳ͍ͷͰ࡞੒ʹ͕͔͔࣌ؒΔɻ Report / Dashboardͷཤྺ؅ཧ͕೉͍͠ ● ෳ਺ਓͷಉ࣌ฤूͰ্ॻ͖ࣄނ͕ൃੜ͠΍͍͢ɻ ● มߋՕॴ͕Θ͔Βͳ͍ɻ ● GitHubͰߏ੒؅ཧ͍͕ͨ͠ɺGitHubͱ࿈ܞͰ͖ΔBIπʔϧ͕ݶΒΕΔɻ

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© 2024 Eureka, Inc. Tableau͚ͩͰ͸ղܾ͠ͳ͍՝୊΋ଟ͍ Data WarehouseɺELT(dbt)ͱͷ࿈ܞ͕ബ͍ ● Data ManagementΛಋೖͰ͖͍ͯͳ͍ͷͰ಺੡ͰऔΓ૊Ήඞཁ͕͋Δɻ ● Data MartͱBIπʔϧͷؔ܎ੑΛ؅ཧͰ͖͍ͯͳ͍ɻ ● ഇࢭ͍ͨ͠ΞΠςϜͷௐࠪʹ͕͔͔࣌ؒͬͯ͠·͏ɻ σʔλؔ࿈ͷυΩϡϝϯτ੔උ͕௥͍͍͍ͭͯͳ͍ ● ॏཁࢦඪͷఆ͕ٛΘ͔Βͳ͍ɻ ● ৽͍͠σʔλϞσϧΛ࡞੒ͨ͠ࡍͷ৘ใڞ༗͕ෆ଍͍ͯ͠Δɻ ● ૯ͯ͡ɺଐਓతʹͳΓɺෆ҆ఆͳӡ༻ͱͳ͍ͬͯΔɻ

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© 2024 Eureka, Inc. Metrics Store͕੔උ͞Ε͍ͯͳ͍ͱൃੜ͠͏Δྫ TableauͰࢦඪͷܭࢉΛߦ͍ͬͯΕ͹ɺܭࢉϩδοΫ͸ࢀরՄೳɻ (Tableau CatalogͰ͋Ε͹Web͔Β΋֬ೝͰ͖Δ) ͔͠͠ɺHow͕Θ͔ͬͯ΋Whyͷ৘ใ͕ͳ͍ͷͰɺσʔλར༻ऀ ಉ࢜ͷ໨ઢ͕߹Θͳ͍έʔε͕ൃੜ͠ಘΔɻ ● ͳͥɺ͜ͷܭࢉϩδοΫͳͷ͔ʁ ● ҰൠతͳMAUͷఆٛͱҟͳΔͷ͸͸͔ͥʁ ● ͳͥɺ͜ͷఆٛͳͷ͔ʁҙਤ͸͋Δͷ͔ʁ ● etc... ࢦඪʹؔ͢Δ͋ΒΏΔ৘ใΛҰݩू໿͢Δ؀ڥ͕ඞཁ

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© 2024 Eureka, Inc. ݸਓతʹײ͡ΔAIؔ࿈(Einstein Copilot for Tableau)ͷݒ೦ ೔ຊޠͷݒ೦ ● ӳޠରԠ༏ઌͳͷ͸࢓ํ͕ͳ͍ɻ ● (ຊ݅ʹݶΒͣ)೔ຊޠରԠࣗମ͕ͦ΋ͦ΋೉қ౓͕ߴ͍ͷͰϦϦʔε࣌ظ͸஗͍ͷͰ͸ʁ ● Ask DataͷϦϦʔεঢ়گɺ͓ΑͼఫୀΛؑΈͯ΋ɺ৻ॏʹ൑அ͠ͳ͚Ε͹ͳΒͳ͍ɻ Trust & Safetyͷݒ೦ ● ΫϦςΟΧϧσʔλ(ݸਓ৘ใɺӦۀػີͳͲ)ΛTableauʹ౉͢ϦεΫΛߟྀ͠ͳ͚Ε͹ͳΒͳ͍ɻ ● ݁Ռʹରͯ͠৴༻ʹ஋͢Δ͔ͷ൑அ͕ͱͯ΋೉͍͠ɻ ● Tableau CloudͷΈͷϦϦʔε(Tableau ServerͷϦϦʔεൃද͸ͳ͔ͬͨ͸ͣ)ɻ TableauΛ༻͍ͨAIۀ຿Λߦ͏΂͖͔ͷ൑அ ● AI PromptΛ࢖͍͜ͳ͢εΩϧΛཁ͢ΔͨΊɺ࢖͍ํʹΑͬͯ͸ޡͬͨ݁ՌΛੜΈग़͢ՄೳੑΛൿΊ͍ͯΔɻ ● Pythonଞϓϩάϥϛϯάݴޠ΍ɺ֤छCloud PlatformͰߦ͍ͬͯΔσʔλαΠΤϯεۀ຿Λ୅ସͰ͖Δͷ͔ɻ ● ຊདྷͷTableauͰߦ͖ͬͯͨۀ຿͕ͲͷΑ͏ʹ࡮৽͞ΕΔͷ͔ɻ

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© 2024 Eureka, Inc. ॻࣜؔ࿈ͷػೳڧԽͱॆ࣮ and more… Idea: Conditional Formatting of Measure Names/Measure Values Idea: Customise the default font permanently Idea: Formatting legends: wrapping texts Idea: Ability to drag Layout Containers into Layout Heirarchy