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プロダクトチームとどう 協業し分析環境を改善するか
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Hazumi Ichijo
July 27, 2022
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プロダクトチームとどう 協業し分析環境を改善するか
https://datatech-jp.connpass.com/event/252062/
Hazumi Ichijo
July 27, 2022
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©2021 Wantedly, Inc. ϓϩμΫτνʔϜͱͲ͏ ڠۀ͠ੳڥΛվળ͢Δ͔ 8BOUFEMZͰͷվળࣄྫ
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·ͱΊ 5JQT
©2021 Wantedly, Inc. ੳΛऔΓר͘എܠ ϓϩμΫτνʔϜ ʢ࣮ɾσʔλઃܭɾࢪࡦ࣮ࢪɾੳʣ ʜ #JH2VFSZ ਪનνʔϜ
©2021 Wantedly, Inc. ੳΛऔΓר͘എܠ https://docs.wantedly.dev/fields/data/data-infra
©2021 Wantedly, Inc. ੳΛऔΓר͘എܠ ͱͦͷࠜݯͳʹ͔ ۩ମతʹऔΓΜͩ
·ͱΊ 5JQT
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#JH2VFSZ ਪનνʔϜ
©2021 Wantedly, Inc. ੳΛऔΓר͘എܠ ͱͦͷࠜݯͳʹ͔ Ͳ͏औΓΉ͔
·ͱΊ 5JQT
©2021 Wantedly, Inc. Ͳ͏औΓΉ͔ ࣋ଓՄೳͳܗͰղܾ͢Δ 🙅୭͔ʹແཧͤ͞ΔɾࣄΛ૿͢ 🙆উखʹղܾ͞ΕΔɾࠓޙʹͳΒͳ͍ ੳͷ՝Λ্࣮ͷʹ͢Δ
ྺ࢙ΛৼΓฦΓɺ৽͍͠ͷΛར༻͢Δ
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©2021 Wantedly, Inc. Ͳ͏औΓΉ͔ ੳͷ՝Λ্࣮ͷʹ͢Δ # == Table Explanatio n
# # preferences Ϣʔβʔͷઃఆ߲ # # Ϣʔβʔ͝ͱͷ໌ࣔతͳઃఆ߲Λද͢ͷɻuserςʔϒϧͱ1:1ରԠ͢Δɻ # Ϣʔβʔ͝ͱͷ҉తͳઃఆ߲ʢྫ: VisitϢʔβʔɾPeopleϢʔβʔͳͲʣuser_detailsςʔϒϧʹॻ͖ࠐΉɻ # # === Column s # # i d # user_id ࣋ͪओͷϢʔβ I D # career_change_willingness_cd స৬ҙཉ(0: ͳ͠, 1: ͦͦ͜͜, 2: ΊͬͪΌ͋Δ ) # # === Deprecated Column s # # email_status ϝʔϧͷड͚औΓઃఆɻemaiL_preferencesςʔϒϧʹઃఆΛҠಈ આ໌ͷهड़ͷΠϝʔδɻ͜ΕΛύʔε͠BigQueryͷDescriptionʹهೖ͞ΕΔΑ͏ʹ
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©2021 Wantedly, Inc. ྺ࢙Λ·ͱΊΔ͜ͱʹΑΔؾ͖ͮ ͦΕͧΕͷπʔϧͰͷ BOBMZUJDTґଘ͕ؔཧͮ͠Β͍ CRWΫΤϦ
ϝϯςφϯείετ͕ߴ͍ 7JFXϥΠΫʹॻ͚Δ͜ͱʹՁ͕͋Δ 7JFXϥΠΫʹ࣮ςʔϒϧɾґଘΛѻ͑ΔECUΛಋೖ Ͳ͏औΓΉ͔ ྺ࢙ΛৼΓฦΓɺ৽͍͠ͷΛར༻͢Δ
©2021 Wantedly, Inc. Ͳ͏औΓΉ͔ https://docs.wantedly.dev/fields/data/data-infra
©2021 Wantedly, Inc. ·ͱΊ 8BOUFEMZʹ͓͍ͯ ੳͷ՝Λ্࣮ͷʹ͢Δ ྺ࢙ΛৼΓฦΓɺ৽͍͠ͷΛಋೖ͢Δ ͕ޮՌΛൃشͨ͠ɻ
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https://marketplace.looker.com/marketplace/detail/bigquery-information-schema Λར༻ Reacji Λར༻