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σʔλͷྗΛۀ຿ͷຯํʹʂ ஌͓͖͍ͬͯͨσʔλར׆༻ͷ஌ࣝͱࣄྫ Ұൠࣾஂ๏ਓϦϯΫσʔλ ୅දཧࣄ σδλϧி σʔλεϖγϟϦετ ଞ Լࢁ ࣿ୅ࢠ 2022೥11݄7೔ʢ݄ʣ13:30 - 15:30 ߕ෎ࢢσʔλར׆༻ݚम

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Enterprise Public Sector Civic Tech 2 2022-11-07 Sayoko Shimoyama, LinkData

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ຊݚमͷ໨ඪ nߦ੓ʹ͓͍ͯ σʔλ׆༻͕ٻΊ ΒΕ͍ͯΔ࣌୅ nσʔλ͸͏·͘ ࢖͑͹ۀ຿ͷڧྗ ͳຯํʹͳΔ 2022-11-07 Sayoko Shimoyama, LinkData 3 1. ߦ੓ʹ͓͍ͯσʔλΛ࢖ͬͨํ͕ྑ͍ ཧ༝Λཧղ͢Δ 2. σʔλΛ࢖ͬͯ֎ͷਓͷྗΛ͏·͘ आΓΔํ๏Λཧղ͢Δ 3. ੓ࡦཱҊϓϩηεʹ͓͚Δσʔλͷ ࢖͍ॴΛԡ͑͞Δ 4. ׆༻͠΍͍͢σʔλͱ͸ͲͷΑ͏ͳ ܗͳͷ͔Λཧղ͢Δ

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σʔλͷྗΛۀ຿ͷຯํʹʂ ஌͓͖͍ͬͯͨσʔλར׆༻ͷ஌ࣝͱࣄྫ 1. ͳͥɺߦ੓ʹ͓͍ͯσʔλΛ࢖͏ඞཁ͕͋Δͷ͔ …13 2. ߦ੓σʔλͷެ։͕΋ͨΒࣾ͢ձతΠϯύΫτ …48 3. ੓ࡦཱҊͷͨΊͷσʔλ෼ੳϓϩηε …92 4. ி಺Ͱ΋ຽؒͰ΋׆༻͠΍͍͢σʔλ࡞ΓͷϙΠϯτ …123 5. ࢀߟࢿྉɾαΠτ౳ …137 2022-11-07 Sayoko Shimoyama, LinkData 4

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࣭໰ɾίϝϯτ༻πʔϧɿsli.do nຊݚमͰ͸ɺsli.doͱ͍͏αʔϏεΛ࢖ͬͯɺ ࣭͝໰ɾ͝ҙݟɾ͝ײ૝Λࣗ༝ʹॻ͖ࠐΜͰ ௖͚·͢ɻ nಗ໊ɾχοΫωʔϜ΋OKͰ͢ʂ ϒϥ΢βͰ sli.do ͱೖྗ͠ ͯτοϓϖʔδʹΞΫηε ίʔυkdk1107 Λೖྗ 63-·ͨ͸23ίʔυͰ௚઀ΞΫηε͢Δ ৔߹͸ͪ͜Βˠ https://app.sli.do/event/wJtC8g8XMVQnGS e3P369Uk Sayoko Shimoyama, LinkData 5 2022-11-07

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2022-11-07 Sayoko Shimoyama, LinkData 6 DX σδλϧ τϥϯε ϑΥʔϝʔ γϣϯ ʢมֵʣ

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2022-11-07 Sayoko Shimoyama, LinkData 7 DX σδλϧ τϥϯε ϑΥʔϝʔ γϣϯ ʢมֵʣ !"#$%&'(")*

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2022-11-07 Sayoko Shimoyama, LinkData 8 D X !"#$%&'()

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2022-11-07 Sayoko Shimoyama, LinkData 9 D X %&'()*+))

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2022-11-07 Sayoko Shimoyama, LinkData 10 X ,'-+))

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2022-11-07 Sayoko Shimoyama, LinkData 11 X ͍͔ʹɺτϥϯεϑΥʔϝʔγϣϯʢมֵʣΛਐΊΔ͔ D σδλϧͷྗ΋࢖͏ ͦΕҎ֎ͷ৭ʑͳྗ΋࢖͏

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2022-11-07 Sayoko Shimoyama, LinkData 12 X ͍͔ʹɺτϥϯεϑΥʔϝʔγϣϯʢมֵʣΛਐΊΔ͔ D σδλϧͷྗ΋࢖͏ σʔλͷྗ΋࢖͏ Data

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ͳͥɺߦ੓ʹ͓͍ͯ σʔλΛ࢖͏ඞཁ͕ ͋Δͷ͔ 4BZPLP4IJNPZBNB -JOL%BUB

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ߦ੓ʹ͓͍ͯ σʔλΛ࢖͏ ۀ຿ͱ͸ʁ nσδλϧલఏͷ࣌୅ɺ৘ใ͸શͯσʔλͱͯ͠ѻΘΕΔ n͜ͷઌσʔλͱແԑͰ͍ΒΕΔ՝͸ແ͍ nσʔλ = ৘γε෦໳ʹ೚ͤΕ͹ྑ͍ͱ͍͏Θ͚Ͱ͸ͳ͍ 2022-11-07 Sayoko Shimoyama, LinkData 14 ౴͑ɿશͯͷ՝ͷۀ຿ ౷ܭ ICT ࡒ੓ ੫຿ etc…

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σδλϧԽࡾݪଇ σδλϧٕज़Λ׆༻ͨ͠ߦ੓ͷਪਐͷجຊݪଇ ᶃσδλϧϑΝʔετ w σδλϧٕज़Λపఈత ʹ׆༻͠ɺσδλϧ ॲཧΛલఏͱͨ͠ αʔϏεઃܭΛߦ͏ ᶄϫϯεΦϯϦʔ w Ұ౓ఏग़ͨ͠৘ใ͸ɺ ೋ౓ఏग़͢Δ͜ͱΛ ෆཁͱ͢Δ ᶅίωΫςουɾ ϫϯετοϓ w ຽؒαʔϏεΛؚΊɺ ෳ਺ͷखଓɾαʔϏε ΛϫϯετοϓͰ࣮ݱ ͢Δ 15 ग़యɿσδλϧखଓ๏ͷ֓ཁʢྩ࿨ݩ೥12݄ࢪߦʣhttps://www.kantei.go.jp/jp/singi/it2/hourei/digital.html ੈք࠷ઌ୺σδλϧࠃՈ૑଄એݴɾ׭ຽσʔλ׆༻ਪਐجຊܭը(ྩ࿨ݩ೥6݄14೔ֳܾٞఆ) ༻ޠू http://www.kantei.go.jp/jp/singi/it2/decision.html खଓ͖ͷϑϩʔ΍࿈ܞ৘ใͷ͏ͪɺͲ͔͜ՕॴͰ΋ σʔλԽग़དྷ͍ͯͳ͍ͱ࣮ݱෆՄೳ 2022-11-07 Sayoko Shimoyama, LinkData

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σδλϧॲཧΛ͢ΔͨΊʹ͸ɺ ৘ใΛίϯϐϡʔλ͕ॲཧͰ͖Δ σʔλͱͯ͠ѻ͏ඞཁ͕͋Δ 2022-11-07 SAYOKO SHIMOYAMA, LINKDATA 16

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ҧ͍Λฉ͔ΕͨΒઆ໌Ͱ͖·͔͢ʁ σʔλ ৘ใ 4":0,04)*.0:"." -*/,%"5"

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σʔλͱ͸ʁ *40ٴͼ+*4ن֨ʹΑΔఆٛ "SFJOUFSQSFUBCMFSFQSFTFOUBUJPOPGJOGPSNBUJPOJOBGPSNBMJ[FENBOOFSTVJUBCMFGPS DPNNVOJDBUJPO JOUFSQSFUBUJPO PSQSPDFTTJOHz *40*&$ IUUQTXXXJTPPSHPCQVJJTPTUEJTPJFDFEFO ೔ຊ޻ۀن֨ʮ9৘ใॲཧ༻ޠجຊ༻ޠʯIUUQLJLBLVSVJDPNY9IUNM 4":0,04)*.0:"." -*/,%"5" ৘ใͷදݱͰ͋ͬͯɺ ఻ୡɺղऍ·ͨ͸ॲཧʹద͢ΔΑ͏ʹܗࣜԽ͞Εɺ ࠶౓৘ใͱͯ͠ղऍͰ͖Δ΋ͷ

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৘ใͱ͸ʁ *40ٴͼ+*4ن֨ʹΑΔఆٛ ,OPXMFEHFDPODFSOJOHPCKFDUT TVDIBTGBDUT FWFOUT UIJOHT QSPDFTTFT PSJEFBT JODMVEJOHDPODFQUT UIBUXJUIJOBDFSUBJODPOUFYUIBTBQBSUJDVMBSNFBOJOH *40*&$ IUUQTXXXJTPPSHPCQVJJTPTUEJTPJFDFEFO ೔ຊ޻ۀن֨ʮ9৘ใॲཧ༻ޠجຊ༻ޠʯIUUQLJLBLVSVJDPNY9IUNM 4":0,04)*.0:"." -*/,%"5" ࣄ࣮ɼࣄ৅ɼࣄ෺ɼաఔɼண૝ͳͲͷ ର৅෺ʹؔͯ͠஌Γಘͨ͜ͱͰ͋ͬͯɼ ֓೦ΛؚΈɼҰఆͷจ຺தͰಛఆͷҙຯΛ΋ͭ΋ͷɻ

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2022-11-07 σʔλ͸ɺ৘ใΛܗࣜԽͨ͠΋ͷ σʔλ ৘ใ ࠶౓৘ใͱͯ͠ղऍͰ͖Δ΋ͷ Sayoko Shimoyama, LinkData 20

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2022-11-07 ਺ࣈ 40 Sayoko Shimoyama, LinkData 21

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2022-11-07 ৘ใ ߕ෎ࢢ໾ॴͰ 2022೥1݄23೔ʹ։࠵͞Εͨ σʔλ෼ੳϫʔΫγϣοϓͷ ࢀՃొ࿥ऀ਺͸ ਓͰ͢ɻ Sayoko Shimoyama, LinkData 22

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2022-11-07 σʔλ ϫʔΫγϣοϓ ։࠵೔ ϫʔΫγϣοϓ ։࠵৔ॴ ࢀՃొ࿥ऀ ਺ ߕ෎ࢢ໾ॴ Sayoko Shimoyama, LinkData 23

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৘ใ⇄σʔλ ૒ํ޲ʹม׵Մೳ 2022-11-07 Sayoko Shimoyama, LinkData 24 ϫʔΫγϣοϓ ։࠵೔ ϫʔΫγϣοϓ ։࠵৔ॴ ࢀՃొ࿥ ऀ਺ ߕ෎ࢢ໾ॴ ߕ෎ࢢ໾ॴͰ 2022೥1݄23೔ʹ։࠵͞Εͨ σʔλ෼ੳϫʔΫγϣοϓͷ ࢀՃొ࿥ऀ਺͸ ਓͰ͢ɻ

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σʔλԽ͢Δ͜ͱͰ ଞͷσʔλͱ૊Έ߹ΘͤΒΕΔ 2022-11-07 ৽͍͠ʮ৘ใʯ͕ औΓग़ͤΔ Sayoko Shimoyama, LinkData 25 Qɿ֤ϫʔΫγϣοϓͷ ʮΩϟϯηϧ཰ʯ͸ Ͳͷ͘Β͍ʁ 30 35 40 24 29 34 0 5 10 15 20 25 30 35 40 45 ϫʔΫγϣοϓผ ࢀՃऀ਺ͷൺֱ ౰೔ࢀՃऀ਺ ࢀՃొ࿥ऀ਺ 2022-01-23 2022-02-06 2022-02-25

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σʔλ෼ੳ = σʔλ͔Βݱঢ়೺Ѳ΍ ൑அʹ࢖͏ͨΊͷ৘ใΛҾ͖ग़͢͜ͱ 2022-11-07 Sayoko Shimoyama, LinkData 26 Ωϟϯηϧ཰ 30 35 40 24 29 34 0 5 10 15 20 25 30 35 40 45 ϫʔΫγϣοϓผ ࢀՃऀ਺ͷൺֱ ౰೔ࢀՃऀ਺ ࢀՃొ࿥ऀ਺ 2022-01-23 2022-02-06 2022-02-25

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ϙΠϯτɿ %ɾ*ɾ,ɾ8ͷͭͳ͕ΓΛҙࣝ͢Δ 8JTEPN ʢ஌ܙʣ ,OPXMFEHF ʢ஌ࣝʣ *OGPSNBUJPO ʢ৘ใʣ %BUB ʢσʔλʣ 4BZPLP4IJNPZBNB -JOL%BUB Ձ஋ աڈ ະདྷ ʮσʔλʯ͸ɺ୯ͳΔʢࣄ࣮΍ঢ় گΛද͢ʣ਺ࣈ΍จࣈྻͷू·Γ ͰɺͦΕ͚ͩͰ͸ҙຯΛ࣋ͨͳ͍ɻ σʔλॲཧʹΑͬͯಘΒΕΔ ʮ৘ใʯʹͳͬͯ͸͡Ίͯɺҙຯ Λ࣋ͭ΋ͷʹͳΔɻ ৘ใΛ஝ੵؔ͠࿈෇͚Δ͜ͱͰɺ ʮ஌ࣝʯͱͯ͠ࣄ৅ͷنଇੑ΍ ܏޲ΛཧղͰ͖Δɻ ஌ࣝΛ׆༻ͯ͠൑அ͕Ͱ͖Δঢ়ଶ ʹͳΔͱʮ஌ܙʯͱݺ΂Δ΋ͷʹ ͳΔɻ

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DIKWϞσϧʹ౰ͯ͸Ίͨྫ 8JTEPN ʢ஌ܙʣ ,OPXMFEHF ʢ஌ࣝʣ *OGPSNBUJPO ʢ৘ใʣ %BUB ʢσʔλʣ 2022-11-07 Sayoko Shimoyama, LinkData 28 Ձ஋ աڈ ະདྷ ֤ϫʔΫγϣοϓͷ ొ࿥ऀ਺ͱ౰೔ࢀՃऀ਺ ֤ϫʔΫγϣοϓͷ Ωϟϯηϧ཰ ϫʔΫγϣοϓͷΩϟϯηϧ཰ ͸େମຖճʙ͘Β͍ ࣍ճ͔Βఆһʙ͘Β͍ ଟΊʹਃࠐΛड͚෇͚ͯ΋ େৎ෉ͦ͏

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஫ҙɿʮ஌ܙʯ͸߃ٱతͳ΋ͷͰ͸ͳ͍ nݱ஍ͰΠϕϯτΛߦͳ͍ͬͯͨ࣌ͱΦϯϥΠϯΠϕϯτͰ͸Ωϟϯηϧ ཰͸มΘΔͷͰ͸ʁ nࢀՃऀ૚͕શવҧ͏Πϕϯτͷ৔߹͸ʁ มԽʹରԠͯ͠ʮ஌ܙʯΛΞοϓσʔτ͢ΔͨΊʹ͸ɺ DIKWΛߦͬͨΓདྷͨΓ͢Δඞཁ͕͋Δ 2022-11-07 Sayoko Shimoyama, LinkData 29

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2022-11-07 Sayoko Shimoyama, LinkData 30 ౰ͨΓલͷ͜ͱΛ σʔλͰ֬ೝͯ͠΋ ҙຯ͕ͳ͍ͷͰ͸ʁ üࣗ෼ʹͱͬͯ౰ͨΓલ Ͱ΋ଞਓ͕ಉ͡ೝࣝͱ͸ ݶΒͳ͍ ü౰વͱࢥ͍ͬͯΔ͜ͱ͕ ࢥ͍ࠐΈʹΑΔצҧ͍ͷ Մೳੑ΋͋Δ

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ࢮ๢ࣄނʹૺ͏֬཰͸Ͳͷ͘Β͍ʁ ඈߦػࣄނ ࣗಈंࣄނ 2022-11-07 Sayoko Shimoyama, LinkData 31

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࣮ࡍʹࢮ๢ࣄނʹૺ͏֬཰Λௐ΂ͯΈΔͱ… ඈߦػࣄނ 0.00004% ࣗಈंࣄނ 0.00279% 2022-11-07 Sayoko Shimoyama, LinkData 32 ೥ͷࠃ಺ͷࣗಈंަ௨ࣄނʹΑΔࢮ๢ऀ਺ɿ ૯ਓޱɿ ग़యݩɿܯࢹி ૯຿ল౷ܭہ ೥ʹੈքͰൃੜͨ͠ඈߦػࣄނ݅਺ɿ೥ؒ૯ϑϥΠτ਺ɿ ग़యݩɿ"WJBUJPO4BGFUZ/FUXPSL ໿ ສ݅ʹճ ى͜Δ֬཰ ໿ ສ݅ʹճ ى͜Δ֬཰ ඈߦػͷ ໿ ഒ

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ʮՄ༻ੑώϡʔϦεςΟοΫʯʹΑͬͯ ࣮ࡍΑΓ΋ଟ͘ى͜ΔΑ͏ʹײͯ͡͠·͏ nਓ͸ɺ͋ΔࣄྫΛࢥ͍ු͔΂΍͚͢Ε͹ɺ ى͜Γ΍͍͢ͱ൑அ͠΍͍͢܏޲͕͋Δ nೝࣝɺཧղɺܾఆͷࡍʹɺ ࢥ͍ग़͠΍͍͢৘ใ͚ͩʹج͍ͮͯ ൑அ͢Δ܏޲Λ ʮՄ༻ੑώϡʔϦεςΟοΫ (Availability heuristic)ʯͱݺͿ nਓ͕ؕΓ΍͍͢ʮೝ஌όΠΞεʯ ͷ͏ͪͷ1ͭ 2022-11-07 Sayoko Shimoyama, LinkData 33 ඈߦػࣄނ͸େ͖͘ใಓ͞ΕΔ͜ͱ͕ଟ͘ɺ ҹ৅ʹ࢒Γ΍͍͢

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ೝ஌όΠΞε ແҙࣝͳࢥߟ ͷภΓɾޡΓ ೝ஌όΠΞεʢDPHOJUJWFCJBTʣͱ͸ɺ ਓ͕نൣ΍߹ཧੑ͔Β֎Εͨ൑அΛͯ͠ ͠·͏࣌ͷయܕతͳύλʔϯͷ૯শ 2022-11-07 SAYOKO SHIMOYAMA, LINKDATA 34

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ೝ஌όΠΞεͷྫᶃɿ ΞϯΧϦϯάޮՌ 2022-11-07 Sayoko Shimoyama, LinkData 35

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ೝ஌όΠΞεͷྫᶄɿ αϯΫίετʢຒ຅අ༻ʣ 2022-11-07 Sayoko Shimoyama, LinkData 36

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ೝ஌όΠΞε͸ආ͚ΒΕͳ͍ ࣗ෼΋ɺଞਓ΋ɺೝࣝ΍൑அʹ͸ ৗʹೝ஌όΠΞε͕ ͔͔͍ͬͯΔՄೳੑ͕͋Δ ͱ͍͏લఏͰ͍Δඞཁ͕͋Δ 2022-11-07 Sayoko Shimoyama, LinkData 37

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ೝ஌όΠΞεରࡦ Ͳ͏͢Ε͹όΠΞε͕͔͔͍ͬͯΔ͜ͱʹؾ෇͖ɺ ਖ਼͍͠൑அʹۙ෇͘͜ͱ͕ग़དྷΔͷ͔ʁ 2022-11-07 Sayoko Shimoyama, LinkData 38 ओ؍తͳ৘ใ͚ͩͰͳ͘ɺ٬؍తͳ৘ใΛ࢖͏

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਺஋Λ࢖͏ͱ٬؍ੑ͕ߴ·Δ ྫʣ͋Δࢢʹ͓͚Δٹٸୂһ๊͕͍͑ͯͨ՝୊ 配属先が変わって 業務負担が増えた しかし上司の理解が得られない 根性が ⾜りない 2022-11-07 Sayoko Shimoyama, LinkData 39

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਺஋Λ࢖͏ͱ٬؍ੑ͕ߴ·Δ ࢢ಺ͷ֤ୂͷୂһ1ਓ͋ͨΓͷ ग़ಈ݅਺※ Λࢉग़ͯ͠ൺֱ ※࢖༻σʔλɿফ๷೥ใͷ೥ؒٹٸग़ಈ݅਺×֤ୂͷ഑ଐਓ਺ ࠷େͰ 7.75ഒ ͷࠩ 2022-11-07 Sayoko Shimoyama, LinkData 40 n ਺ࣈ͸ݴ༿ΑΓ΋ղऍͷ෯͕ڱ͍ n ղऍͷᴥᴪ͕ݴ༿ʹൺ΂ͯى͜Γʹ͍͘ n ཱ৔ͷҟͳΔਓͷؒͰͷೝࣝͷ͢Εҧ͍ΛݮΒ͢ޮՌ͕ظ଴Ͱ͖Δ ग़యݩɿ$PEFGPS+BQBOσʔλΞΧσϛʔʹ͓͚Δ๭࣏ࣗମͷνʔϜͷ౰೔ൃදࢿྉ

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ױ ऀ ͷ ੜ ଘ ཰ ٬؍తͳσʔλͳ͠Ͱ͸ ઐ໳ՈͰ͋ͬͯ΋൑அΛؒҧ͏͜ͱ͕͋Δ nEBPMɿEvidence Based Policy Making …ΤϏσϯεʢ͔֬ͳࠜ ڌʣʹج͍ͮͨ੓ࡦཱҊ nEBPM͸ҩֶʢEvidence Based Medicineʣ͔Β೿ੜ ͨ͠ߟ͑ํ • 1989೥ɺ౰࣌Ұൠతʹ࢖༻͞Εͯ ͍ͨෆ੔຺ͷༀͷޮՌΛσʔλΛ औͬͯݕূͨ͠ͱ͜Ζɺ෰༻ʹ Αͬͯࢮ๢཰͕ߴ·Δ͜ͱ͕൑໌ 2022-11-07 Sayoko Shimoyama, LinkData 41 ౰࣌Ұൠతͳෆ੔຺ͷༀ ϓϥηϘʢِༀʣ ܦݧత஌ࣝͷΈͰ൑அ͢Δ͜ͱͷ ةݥੑ

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σʔλʹ ج͔ͮͳ͍ࢪࡦ͸ ຽؒྍ๏ͱಉ͡ σʔλΛ׆༻ͤͣʹɺ ܦݧ΍צ΍׳ྫͷΈͰࢪࡦΛਐΊΔͷ͸ɺ ຽؒྍ๏ͰපؾΛ࣏ͦ͏ͱ͢ΔΑ͏ͳ΋ͷ 2022-11-07 Sayoko Shimoyama, LinkData 42

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σʔλ෼ੳ݁Ռ͕ܦݧ΍ΧϯΛӽ͑ͨྫɿ PredPolʢถࠃͷ൜ࡑൃੜ༧ଌγεςϜʣ nPredPol ͸ΧϦϑΥϧχΞେֶͷݚڀ άϧʔϓ͕։ൃͨ͠൜ࡑ༧ଌγεςϜ nաڈͷ๲େͳ൜ࡑ৘ใͷσʔλϕʔεΛ ΋ͱʹɺকདྷʮ͍ͭɺͲ͜Ͱʯ൜ࡑ͕ ى͖Δͷ͔ɺػցֶशΛϕʔεʹ༧ଌ nϩαϯθϧεࢢܯͷϓϩͷ൜ࡑ෼ੳ׭ͱ PredPolͷ༧ଌΛൺֱͨ͠ͱ͜Ζɺ ൜ࡑ෼ੳ׭ʹൺ΂̎ഒҎ্PredPolͷํ͕ ਖ਼֬ʹ༧ଌͰ͖ͨ 2022-11-07 Sayoko Shimoyama, LinkData 43 ैདྷͷܦݧ΍ΧϯཔΓͷํ๏Ͱ͸ͳ͘ɺ σʔλʹجͮ͘٬؍తͳࠜڌ͔Β൑அ͢Δํ๏΁γϑτ https://www.predpol.com/

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σʔλͰࠜڌΛࣔ͢͜ͱͰ߹ҙܗ੒ΛਐΊͨྫɿ εʔύʔϒϩοΫߏ૝ʢόϧηϩφࢢʣ nόϧηϩφͰ͸ࣗಈंͷަ௨ ྔ͕ଟ͘ɺԚછ෺࣭΍CO2ɺ ૽ԻͳͲʹΑΔެ֐͕՝୊ ʢWHOͷج४஋௒աঢ়ଶʣ nʮࢢຽத৺౎ࢢʯΛίϯηϓ τʹ͔͔͛ɺஈ֊తʹं͕௨ ΕΔಓΛ੍ݶ͢ΔܭըΛ࣮ࢪ ʢ2015೥ʙʣ 2022-11-07 Sayoko Shimoyama, LinkData 44 出典︓Mueller et al., Changing the urban design of cities for health: The superblock model, Environment International, Volume 134, 2020, 105132, ISSN 0160-4120, https://doi.org/10.1016/j.envint.2019.105132.

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2022-11-07 Sayoko Shimoyama, LinkData 45 ग़యɿAjuntament de Barcelona, SUPERBLOCK BARCELONA: Towards the city we want, 2021 https://ajuntament.barcelona.cat/superilles/sites/default/files/20210202_Superblock_Barcelona_web.pdf

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σʔλͰࠜڌΛࣔ͢͜ͱͰ߹ҙܗ੒ΛਐΊͨྫɿ εʔύʔϒϩοΫߏ૝ʢόϧηϩφࢢʣ nަ௨ྔ΍؀ڥʹؔ͢Δηϯγϯά σʔλΛ༻͍ͨ෼ੳΛ࣮ࢪ nܭը͕ਐΜͩ৔߹ʹͲͷ͘Β͍ ໰୊͕վળ͢Δͷ͔ɺ۩ମతͳ ਺஋Ͱࣔ͢͜ͱͰ߹ҙܗ੒Λਪਐ 2022-11-07 Sayoko Shimoyama, LinkData 46 ަ௨ྔ͕21%ݮ 94%ͷࢢຽ͕ةݥͳϨϕϧͷཻࢠ ঢ়෺࣭ʹࡽ͞ΕΔ͜ͱ͸ͳ͘ͳΔ 73.5%ͷࢢຽ͸ʮ65σγϕϧҎ্ ͷ૽ԻʯΛܦݧͤͣʹ͢Ή σʔλग़యɿ IUUQTDJUJFTPGUIFGVUVSFFVTVQFS CMPDLTCBSDFMPOBBOTXFSUPDBS DFOUSJDDJUZ

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߹ҙܗ੒ͷͨΊʹσʔλΛ࢖͏ σʔλΛ࢖Θͳͯ͘΋ ࣄۀ͸ਐΊΒΕΔ nࣗ෼ҰਓͰ͋Ε͹ࣗ෼ ͕ೲಘͯ͠ਐΊΒΕΕ͹ ԿͰ΋ྑ͍ nτοϓ͕શݖݶΛ࣋ͭ ܗͷνʔϜ΍૊৫Ͱ͋Ε ͹ɺσʔλ͕ແͯ͘΋ਐ Ή ར֐ͷҟͳΔؔ܎ऀ͕ ͍Δͱਐ·ͳ͘ͳΔ nޮՌɺةػײͱ͍ͬͨ ײ֮ͦͷ΋ͷ͸ଞਓͱ ڞ༗Ͱ͖ͳ͍ nݱঢ়ೝ͕ࣝ߹Θ͍ͣͭ ·Ͱܦͬͯ΋ٞ࿦͕ฏߦ ઢʹͳΔ͜ͱ΋ ఆྔσʔλΛ࢖ͬͯ ೝࣝͷ͢Εҧ͍ΛݮΒ͢ n਺ࣈ͸ݴ༿ΑΓ΋ղऍ ͷ෯͕ڱ͍ n਺஋Ͱఆྔతʹࣔ͢͜ ͱͰղऍͷᴥᴪ͕ݴ༿ʹ ൺ΂ͯى͜Γʹ͍͘ 2022-11-07 Sayoko Shimoyama, LinkData 47

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ߦ੓σʔλͷ ެ։͕΋ͨΒ͢ ࣾձతΠϯύΫτ 4BZPLP4IJNPZBNB -JOL%BUB

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σʔλͷ૊Έ߹Θͤ͸৽ͨͳՁ஋ΛੜΉ nαϯϑϥϯγείࢢͰ͸ɺҿ৯ళʹର࣮ͯ͠ࢪͨ͠อ݈Ӵੜݕࠪ ͷ݁ՌΛσʔλͱͯ͠ެ։͍ͯ͠Δ n:FMQ͸ͦΕΛαʔϏεʹऔΓࠐΈɺ l)FBMUI 4DPSFzͱͯ͠ ఺ຬ఺ͷείΞʹม׵͠ɺ֤ҿ৯ళͷϨϏϡʔϖʔδʹදࣔ 4BZPLP4IJNPZBNB -JOL%BUB

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4BZPLP4IJNPZBNB -JOL%BUB ӴੜείΞɿ ఺

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4BZPLP4IJNPZBNB -JOL%BUB :FMQ͸ϢʔβʔʹΑΓ҆৺ɾ҆શΛಧ͚ΒΕΔ αʔϏεΛఏڙՄೳʹ ௚ۙͷอ݈Ӵੜ ݕࠪʹ͓͍ͯҧ൓ ͕߲͋ͬͨ໨ :FMQͰ͸Ӵੜ؅ཧͷධՁͱͯ͠ l)FBMUI4DPSFzΛදࣔ

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αϯϑϥϯγείࢢ º :FMQ͔Βݟ͑Δ σʔλ͕΋ͨΒࣾ͢ձมֵ ΋͠αϯϑϥϯγείࢢ͕ Ӵੜௐࠪ݁ՌΛαΠτͰެද͍ͯ͠Δ ͚ͩͩͬͨΒʁ Ұ෦ͷਓ͔͠ݟʹདྷͳ͍ ΋͠:FMQ͕ ಠࣗʹҿ৯ళΛධՁ͢Δ είΞΛ෇͚͍ͯͨΒʁ ެฏੑ͕୲อ͞Εͳ͍ ڧΈɿళฮͷӦۀσʔλ΍ޱίϛ σʔλΛूΊͯɺଟ͘ͷϢʔβ͕ ू·Δ৔Λ͍࣋ͬͯΔ ڧΈɿࢢຽͷ҆શΛकΔͨΊʹ࣮ࢪ ͨ͠ௐࠪ݁Ռͱͯ͠ɺެฏͳσʔλ ΛఏڙͰ͖Δ σʔλ͕ڞ༗͞ΕΔ͜ͱͰ ʮ૊৫Λ௒͑ͯಘҙ෼໺Λ෼୲Ͱ͖ΔࣾձʯʹͳΔ 4":0,04)*.0:"." -*/,%"5"

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ߦ੓ͷσʔλ͸୭ʹͰ΋࢖͑ΔΑ͏ʹ ެ։͞Ε͍ͯΔඞཁ͕͋Δ nӴੜௐࠪ͸ࢢͷ੫ۚΛ࢖ͬͯӡ༻͞Ε͍ͯΔͷͰɺ ೲ੫ऀ͸౳ͦ͘͠ͷσʔλΛ࢖͏ݖརΛ͍࣋ͬͯΔ n୭Ͱ΋ࣗ༝ʹ࢖͑ΔσʔλͰ͋Δඞཁ͕͋Δ ΋͠αϯϑϥϯγείࢢ͕ :FMQ͚ͩʹӴੜௐࠪ݁ՌσʔλΛ ౉͍ͯͨ͠Βʁ ಛఆاۀΛࢧԉ͢ΔܗͰෆެฏ Φʔϓϯσʔλ 4":0,04)*.0:"." -*/,%"5"

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Φʔϓϯσʔλͷఆٛ ࠃɺ஍ํެڞஂମٴͼࣄۀऀ͕อ༗͢Δ׭ຽσʔλͷ͏ͪɺࠃຽ୭΋͕Πϯλʔωοτ౳Λ௨ͯ͡༰қ ʹར༻ʢՃ޻ɺฤूɺ࠶഑෍౳ʣͰ͖ΔΑ͏ɺ࣍ͷ͍ͣΕͷ߲໨ʹ΋֘౰͢ΔܗͰެ։͞ΕͨσʔλΛ Φʔϓϯσʔλͱఆٛ͢Δ ʲग़యʳʮΦʔϓϯσʔλجຊࢦ਑ʯฏ੒೥݄೔ ߴ౓৘ใ௨৴ωοτϫʔΫࣾձਪਐઓུຊ෦ɾ׭ຽσʔλ׆༻ਪਐઓུձܾٞఆ Ӧར໨తɺඇӦར໨తΛ໰Θͣ ೋ࣍ར༻Մೳͳϧʔϧ͕ద༻͞Εͨ΋ͷ ػց൑ಡʹదͨ͠΋ͷ ແঈͰར༻Ͱ͖Δ΋ͷ 4":0,04)*.0:"." -*/,%"5"

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Φʔϓϯσʔλͱ͸ʮσʔλͷҰൠ։์ʯ ྫʣମҭؗͷҰൠ։์ lࢢຽͷͨΊʹ։์͢Δ lͩΕͰ΋ແྉͰࣗ༝ʹ࢖͑Δ lʮ঎ചਓ͓அΓʯͱ͔͸͠ͳ͍ lͨͩ͠ɺ๏཯Ͱې͡ΒΕ͍ͯΔ͜ͱ͸ ౰વڐՄ͞Εͳ͍ 4BZPLP4IJNPZBNB -JOL%BUB OPEN DATA

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Webʹެ։ ͍ͯ͠Δσʔλ ≠ Φʔϓϯ σʔλ nߦ੓ػؔͷWebαΠτʹ ܝࡌ͞Ε͍ͯΔίϯςϯπ ͸ஶ࡞ݖͷର৅Ͱ͋Γɺ جຊతʹແஅͰෳ੡ɾస༻ Ͱ͖ͳ͍ nΦʔϓϯσʔλͱͯ͠ެ։ ͢Δࡍ͸ɺࣗ༝ʹ࢖͑Δ σʔλͰ͋ΔࢫΛ໌ࣔ͢Δ ඞཁ͕͋Δ Sayoko Shimoyama, LinkData 2022-11-07 56 ຊαΠτ্ͷ৘ใʹ͍ͭͯ͸ɺ ݪଇͱͯ͠ߕ෎ࢢ͕ஶ࡞ݖΛ ༗͍ͯ͠·͢ɻ ๏཯ͰೝΊΒΕͨ৔߹Λআ͖ɺ ແஅͰస༻ɾҾ༻͢Δ͜ͱΛ ې͡·͢ɻ

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৘ใެ։੍౓ 㱠Φʔϓϯ σʔλ ग़యɿCC BY 4.0 ಺ֳ׭๪IT૯߹ ઓུࣨ, ʮΦʔϓϯσʔλΛ͸͡Ί Α͏ʙ஍ํެڞஂମͷͨΊͷ࠷ॳ ͷखҾॻʙʯʢ2021೥6݄15೔ʣ https://cio.go.jp/policy- opendata#guideline 4":0,04)*.0:"." -*/,%"5" ߲໨ Φʔϓϯσʔλ ৘ใެ։੍౓ ໨త ެతػ͕ؔอ༗͢ΔσʔλΛɺػց൑ಡʹద͠ ͨܗࣜͰΠϯλʔωοτ্Ͱެ։͠ɺ ࠃຽ ࢀՃɾ׭ຽڠಇͷਪਐΛ௨ͨ͡ॾ՝୊ͷղܾɺ ܦࡁͷ׆ੑԽɺ ߦ੓ͷߴ౓Խɾޮ཰Խɺ ಁ໌ੑɾ৴པੑͷ޲্ΛਤΔɻ ߦ੓ͷಁ໌ԽΛਤΔͨΊʹ৚ྫʹج͍ͮͯॅຽ ͔Βͷެ։੥ٻͷखଓ͖ʹΑΓɺߦ੓จॻͷࣸ ͠Λ੥ٻऀʹఏڙ͢Δɻ ର৅ ஍ํެڞஂମ͕อ༗͢Δೋ࣍ར༻͕ೝΊΒΕΔ ৘ใʢσʔλʣ ʢ֤஍ํެڞஂମͷ৘ใެ։৚ྫʹجͮ͘ඇ։ ࣔ৘ใΛআ͘ʣߦ੓จॻ ೋ࣍ར༻ $$ϥΠηϯεͳͲΛ࠾༻͓ͯ͠Γɺ঎༻ར༻ ΛؚΊೋ࣍ར༻Մೳɻ ஍ํެڞஂମʹΑΓѻ͍͕ҟͳΔʢ঎༻ར༻Λ ؚΊೋ࣍ར༻ʹ੍ݶΛઃ͚͍ͯΔ৔߹͕͋Δʣɻ ഔମ $47΍&YDFMͳͲػց൑ಡՄೳͳσʔλͰఏڙ ͞ΕΔɻ "1*Λར༻͢Δ͜ͱͰࣗಈΞΫηεʢΞϓϦ౳ ͔Βͷ௚઀ΞΫηεʣʹରԠ͍ͯ͠Δ৔߹΋͋ Δɻ ௨ৗ͸ߦ੓จॻͷ͕ࣸ͠௨ৗ͸ࢴഔମͰఏڙ͞ ΕΔ͕ɺΦϯϥΠϯ΍$%30.౳ʹΑΓిࢠ σʔλͰఏڙ͞ΕΔ৔߹΋͋Δɻ ిࢠσʔλͷ৔߹Ͱ͋ͬͯ΋ɺσʔλܗࣜ͸จ ॻઐ༻ιϑτͰ࡞੒͞Εͨ··ͷ΋ͷ͕ଟ͘ɺ Ұൠతʹػց൑ಡੑ͸௿͍ɻ ࣌ؒ ϗʔϜϖʔδ΍ϙʔλϧαΠτ͔Βμ΢ϯϩʔ υ͢ΔͨΊɺ΄ͱΜͲ͕͔͔࣌ؒΒͳ͍ɻ ։ܾࣔఆ͸։ࣔ੥ٻ͔ΒҰఆظؒʢ೔ͳ ͲʣΛཁ͢ΔͨΊɺ৘ใͷೖखʹ࣌ؒΛཁ͢Δɻ අ༻ ར༻ऀͷෛ୲ͳ͠ɻ ίϐʔ୅౳ͷ࣮අʹ͍ͭͯ͸ਃ੥ऀ͕ෛ୲͢Δ ஍ํެڞஂମ͕ଟ͘ɺίϐʔ౳Λ൐Θͳ͍Ӿཡ ͷΈͰ͋ͬͯ΋අ༻Λ௃ऩ͢Δ஍ํެڞஂମ΋ ͋Δɻ खଓ͖ ϗʔϜϖʔδ΍ϙʔλϧαΠτͳͲΠϯλʔ ωοτ্ʹެ։͞Ε͍ͯΔͨΊɺखଓ͖͸ෆཁɻ Ͳ͔͜ΒͰ΋ɺ୭Ͱ΋ࣗ༝ʹར༻͢Δ͜ͱ͕Մ ೳɻ ։ࣔͷ੥ٻͷ΄͔ɺ։ࣔͷํ๏΍৚ྫͰఆΊΒ Ε͍ͯΔࣄ߲Λਃ͠ग़ΔͳͲͷखଓ͖͕ඞཁɻ Ұ෦ͷ஍ํެڞஂମͰ͸ɺ֘౰஍Ҭͷॅຽ౳ʹ ਃ੥Λݶఆ͍ͯ͠Δͱ͜Ζ͕͋Δɻ

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l0QFO#Z%FGBVMUz ೥ (ʮΦʔϓϯσʔλݑষʯʹΑΔࠃࡍతͳ߹ҙ ʮ੫ۚΛ࢖ͬͯ࡞ΒΕͨσʔλ͸શͯ ެڞࡒͱͯ͠ެ։͢Δ΂͖Ͱ͋Δʯ ͱ͍͏ߟ͑ํΛݪଇͱͯ͠࠾༻ 4":0,04)*.0:"." -*/,%"5"

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“Φʔϓϯσʔλ” ͱ͸ɺ ݩʑօ͞Μͷ΋ͷͩͬͨσʔλΛ ฦ͢͜ͱͩͱߟ͍͑ͯ·͢ɻ - Miquel Mateu, Open Data Manager of Barcelona City 14-18 June 2016, World Data Viz Challenge 2016, Barcelona 4":0,04)*.0:"." -*/,%"5"

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೥ɿ׭ຽσʔλ׆༻ਪਐجຊ๏ࢪߦ ˠࠃٴͼ࣏ࣗମ͸ΦʔϓϯσʔλʹऔΓ૊Ή͜ͱ͕ٛ຿෇͚ΒΕͨ 4":0,04)*.0:"." -*/,%"5" ʢࠃٴͼ஍ํެڞஂମ౳͕อ༗͢Δ׭ຽσʔλͷ ༰қͳར༻౳ʣ ୈेҰ৚ ࠃٴͼ஍ํެڞஂମ͸ɺࣗΒ͕อ༗ ͢Δ׭ຽσʔλʹ͍ͭͯɺݸਓٴͼ๏ਓͷݖརར ӹɺࠃͷ҆શ౳͕֐͞ΕΔ͜ͱͷͳ͍Α͏ʹͭ͠ ͭɺࠃຽ͕Πϯλʔωοτͦͷଞͷߴ౓৘ใ௨৴ ωοτϫʔΫΛ௨ͯ͡༰қʹར༻Ͱ͖ΔΑ͏ɺඞ ཁͳાஔΛߨͣΔ΋ͷͱ͢Δɻ ʢ৘ใγεςϜʹ܎Δن֨ͷ੔උٴͼޓ׵ੑͷ֬ อ౳ʣ ୈेޒ৚ ࠃٴͼ஍ํެڞஂମ͸ɺ׭ຽσʔλ ׆༻ʹࢿ͢ΔͨΊɺ૬ޓʹ࿈ܞͯ͠ɺࣗΒͷ৘ใ γεςϜʹ܎Δن֨ͷ੔උٴͼޓ׵ੑͷ֬อɺۀ ຿ͷݟ௚ͦ͠ͷଞͷඞཁͳાஔΛߨͣΔ΋ͷͱ͢ Δɻ ग़యɿhttps://www.kantei.go.jp/jp/singi/it2/hourei/detakatsuyo_honbun.html ʢ৚จΑΓൈਮʣ

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೥݄ɿ੓෎σʔλઓུʹ͓͍ͯ ʮ٤ۓʹऔΓ૊Ή͜ͱʯʹҐஔ෇͚ΒΕͨ 4":0,04)*.0:"." -*/,%"5" ग़యɿʮσʔλઓུλεΫ ϑΥʔεୈҰ࣍ͱΓ·ͱΊʯ ྩ࿨̎೥݄೔σδλϧɾ Ψόϝϯτֳ྅ձܾٞఆ https://www.kantei.go.jp/jp/singi/i t2/dgov/dai10/siryou_a.pdf ʢΦʔϓϯσʔλͷਪਐʣ σʔλ͸෯޿͘ར׆༻͞ΕΔ͜ͱͰͦͷՁ஋͕࠷େݶൃش͞ΕΔ͜ͱ͔Βɺ͜Ε ·ͰΦʔϓϯσʔλͷଅਐΛߦ͖͓ͬͯͯΓɺଟ͘ͷ෎ল΍࣏ࣗମ͕Φʔϓϯ σʔλʹऔ૊ΜͰ͍Δɻ͔͠͠ͳ͕Βɺ࣭ɺྔͱ΋ʹ·ͩվળͷ༨஍͕͋Γɺ ΑΓ෯޿༷͘ʑͳܦࡁࣾձ׆ಈʹ ར׆༻͞ΕΔΑ͏ɺΦʔϓϯσʔλͷऔ૊Λ ڧԽ͢Δඞཁ͕͋Δɻ

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Φʔϓϯσʔλͷҙٛ ࠃຽࢀՃɾ׭ຽڠಇͷਪਐΛ௨ͨ͡ ॾ՝୊ͷղܾɺܦࡁ׆ੑԽ ߦ੓ͷߴ౓Խɾޮ཰Խ ಁ໌ੑɾ৴པͷ޲্ ʲग़యʳʮΦʔϓϯσʔλجຊࢦ਑ʯฏ੒೥݄೔ ߴ౓৘ใ௨৴ωοτϫʔΫࣾձਪਐઓུຊ෦ɾ׭ຽσʔλ׆༻ਪਐઓུձܾٞఆ 4":0,04)*.0:"." -*/,%"5"

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Φʔϓϯσʔλͷҙٛ ࠃຽࢀՃɾ׭ຽڠಇͷਪਐΛ௨ͨ͡ ॾ՝୊ͷղܾɺܦࡁ׆ੑԽ ߦ੓ͷߴ౓Խɾޮ཰Խ ಁ໌ੑɾ৴པͷ޲্ ʲग़యʳʮΦʔϓϯσʔλجຊࢦ਑ʯฏ੒೥݄೔ ߴ౓৘ใ௨৴ωοτϫʔΫࣾձਪਐઓུຊ෦ɾ׭ຽσʔλ׆༻ਪਐઓུձܾٞఆ 4":0,04)*.0:"." -*/,%"5"

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ͳͥ׭ຽڠಇ͕ඞཁͳͷ͔ʁ ͜Ε·Ͱ͸ߦ੓͕ެڞαʔϏεӡӦͷओମͩͬͨ 4":0,04)*.0:"." -*/,%"5" ߦ੓ ॅຽ ੫ۚ ެڞαʔϏε

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ͳͥ׭ຽڠಇ͕ඞཁͳͷ͔ʁ ੫ऩ͕ݮΔͱɺ͜Ε·Ͱ௨ΓͷެڞαʔϏε͸ ҡ࣋Ͱ͖ͳ͘ͳΔ 4":0,04)*.0:"." -*/,%"5" ߦ੓ ॅຽ ੫ۚ ެڞαʔϏε

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׭ຽڠಇʹΑͬͯ஍ҬΛ࣋ଓՄೳʹ͢Δ 4":0,04)*.0:"." -*/,%"5" ߦ੓ ॅຽ ެڞαʔϏε اۀɾݚڀػؔɾ γϏοΫςοΫ ߦ੓͕ಘҙͳ෦෼ɺ ߦ੓ʹ͔͠Ͱ͖ͳ͍ ෦෼ʹूத͢Δ ຽ͕ؒಘҙͳͱ͜Ζ͸ ຽؒʹ೚ͤΔ ੫ۚ

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ΦʔϓϯσʔλʹΑͬͯɺ ૊৫Λ௒͑ͯಘҙ෼໺Λ෼୲Ͱ͖Δࣾձ ͕࣮ݱ͢Δ 4":0,04)*.0:"." -*/,%"5" ߦ੓ ॅຽ ੫ۚ ެڞαʔϏε اۀɾݚڀػؔɾ γϏοΫςοΫ ߦ੓ͷ࣋ͭ৘ใΛ ʮσʔλʯͱ͍͏ ڞ༗ʹదͨ͠ܗͰ ຽؒʹ։์͢Δ OPEN DATA

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ࣄྫɿ೥೤ւࢢ౔࠭ࡂ֐ʹ͓͚Δʮ੝Γ౔ʯͷಛఆ ݚڀऀ΍ٕज़ऀʹΑΔ༗ࢤνʔϜ͕ΦʔϓϯσʔλΛ࢖ͬͯൃࡂޙ࣌ؒҎ಺ʹղੳ SAYOKO SHIMOYAMA, LINKDATA 68 ग़యɿग़యɿ ʮ੩Ԭݝ͕໨ࢦ͢ʮ7*356"-4)*;60,"ߏ૝ʯͱ͸ʁʯਿຊ௚໵ࢯ

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2017೥͔Β ਐΊ͍ͯͨ VIRTUAL SHIZUOKA ߏ૝ σʔλ΋೔ࠒͷඋ͕͑ ͋ΔͱΠϯγσϯτ࣌ ʹ΋׆͖Δ SAYOKO SHIMOYAMA, LINKDATA 69 ग़యɿ ʮ੩Ԭݝ͕໨ࢦ͢ʮ7*356"-4)*;60,"ߏ૝ʯͱ͸ʁʯਿຊ௚໵ࢯ IUUQTJOGPUPLZPEJHJUBMUXJONFUSPUPLZPMHKQLFOUPVLBJ

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4":0,04)*.0:"." -*/,%"5" σʔλΛΦʔϓϯʹ͍ͯͨ͜͠ͱͰɺ ݝி૊৫͚ͩͰ͸ରԠ͕ݶΒΕ͍ͯ ͨͱ͜Ζɺ৭Μͳਓ͕৭ΜͳղੳΛ ͯ͠Լͬͨ͞ɻ ࣌୅͕มΘͬͨͳͱࢥ͍·͢ɻ ʢ೉೾෭஌ࣄ ೥݄೔ձݟʣ ग़యɿIUUQTXXXZPVUVCFDPNXBUDI W.:P92XV.YQL

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ҭͳͼ ʙσʔληοτΛ౷ ߹ɺࢠҭͯ৘ใ഑৴Λ ύʔιφϥΠζʙ n࣏ࣗମʹ͸ࢠҭͯʹؔ͢Δ ଟछଟ༷ͳσʔλ͕͋Δ n͔͠͠σʔλ͸෦໳͝ͱʹ ؅ཧ͞Ε͓ͯΓɺ౷߹తʹ ѻ͍͑ͯͳ͔ͬͨ nͦͷͨΊɺॅຽ޲͚ͷ৘ใ ఏڙ΋ඇޮ཰ʹͳ͍ͬͯͨ 4BZPLP4IJNPZBNB -JOL%BUB ඞཁͳਓʹ ඞཁͳ৘ใ͕ ಧ͔ͳ͍ 行政では データもタテ割りで管理されがち Issue https://datashelf.jp/ ׭ຽڠಇͷࣄྫᶄ ˞Լࢁͷॴଐ اۀͷࣄྫ

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ҭͳͼ ʙσʔληοτΛ౷ ߹ɺࢠҭͯ৘ใ഑৴Λ ύʔιφϥΠζʙ nࢠҭͯؔ࿈ͷσʔλΛ σʔλ؅ཧج൫ɿ %BUBTIFMGͰ౷߹͠ɺ ΦʔϓϯσʔλԽ nࢠҭͯੈଳʹ޲͚ͯ ύʔιφϥΠζͨ͠৘ใ ഑৴ΛՄೳʹ 4BZPLP4IJNPZBNB -JOL%BUB ډॅΤϦΞɺࢠڙͷ೥ྸ ͳͲʹԠͯ͡ɺύʔιφ ϥΠζ͞Εͨ৘ใ͕ಧ͘ Solution https://datashelf.jp/ ˞Լࢁͷॴଐ اۀͷࣄྫ ׭ຽڠಇͷࣄྫᶄ

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4BZPLP4IJNPZBNB -JOL%BUB

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;BJN Θͨ͠ͷڅ෇ۚ n೔ຊ࠷େͷΦϯϥΠϯՈܭ ฽ʮ;BJNʯͷΦϓγϣϯ αʔϏε nॅΜͰ͍Δ஍Ҭ΍Ո଒ߏ੒ɺ Ոܭ฽ͷه࿥͔Βʮ΋Β͑Δ Մೳੑ͕͋Δڅ෇ۚ΍ख౰ɾ ߇আʯΛׂΓग़͢ػೳΛఏڙ nࠃɾ࣏ࣗମͷެ։͍ͯ͠Δ څ෇ۚ৘ใΛऔΓࠐΜͰ͍Δ 4BZPLP4IJNPZBNB -JOL%BUB ׭ຽڠಇͷࣄྫᶅ

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෼ࢄˠ౷߹ ࣄྫᶃɿ;BJN Θͨ͠ͷڅ෇ۚ Φʔϓϯσʔλͷࣗಈऔಘͷ࢓૊ΈʹΑͬͯ ࠷৽৘ใͷ഑৴͕Մೳʹ ʢϓϨεϦϦʔεهࣄΑΓʣ ࠓޙ͸ΑΓଟ͘ͷ࣏ࣗମ ͷެࣜ৘ใͱ࿈ܞ͠ɺͻͱΓ ͻͱΓͷʮ஌Βͳ͔ͬͨʯ ʮΘ͔Βͳ͔ͬͨʯΛͳ͘͢ ϓϥοτϑΥʔϜͱͯ͠ վमɾվળͯ͠·͍Γ·͢ɻ IUUQT[BJNDPKQOFXTBSDIJWFT 4BZPLP4IJNPZBNB -JOL%BUB

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۝୩মͷը૾ Φʔϓϯσʔλ ʢೳඒࢢʣ ੴ઒ݝೳඒࢢͰ͸۝୩ম ͷը૾ΛΦʔϓϯσʔλ ͱͯ͠ެ։ IUUQVMUSBBSUKQ T 4BZPLP4IJNPZBNB -JOL%BUB

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۝୩ম Φʔϓϯσʔλ Λ࢖ͬͨࢴࡼ ੴ઒ݝೳඒࢢͰ͸۝୩মͷ ը૾͕Φʔϓϯσʔλͱͯ͠ ެ։͞Ε͍ͯΔ اըɾൢചɿגࣜձࣾϤγλ σβΠϯϓϥϯχϯά ੡඼֓ཁɿ ௚ܘ18cm 6ຕೖΓ 550ԁ(੫ࠐ) Sayoko Shimoyama, LinkData 2022-11-07 77 ׭ຽڠಇͷࣄྫᶆ

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۝୩ম ΦʔϓϯσʔλΛ ࢖ͬͨॅ୐ ஫จॅ୐ͷ૷০ʹར༻ ʢ͓٬༷͕๬ΜͰར༻ʣ ݱࡏ4౩ ը૾ɿCC BY 4.0 ʮγϏοΫςοΫί ϛϡχςΟͱγϏοΫςοΫϏδωε - CIVIC TECH FORUM 2018 ొஃࢿྉ - ʯ෱ౡ ݈Ұ࿠ࢯ 2022-11-07 Sayoko Shimoyama, LinkData 78 ׭ຽڠಇͷࣄྫᶆ

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OpenPhotoɿ ࣸਅΦʔϓϯ σʔλͷڞ༗ nࣸਅͷΦʔϓϯσʔλԽΛ αϙʔτ͢ΔϑΥτΫϥ΢υ αʔϏε n࣏ࣗମ͸1TB·Ͱແঈ nhttps://openphoto.jp/ 79 Sayoko Shimoyama, LinkData 2022-11-07

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OpenPhoto: ຽؒاۀෳ਺͕ࣾதܧ͢ΔܗͰ ΤϯυϢʔβʹ৘ใΛಧ͚ΔϞσϧ n ೔ਐࢢͱඌுѴࢢ͕OpenPhotoʹެ։ͨ͠ެԂͷࣸਅΛΞΫτΠϯσΟגࣜձ͕ࣾ ʮࢠͲ΋ͱ͓Ͱ͔͚৘ใαΠτɿ͍͜ʔΑʯʹͯ׆༻ 80 ඌுѴࢢ ඌுѴࢢ 0QFO1IPUP ͍͜ʔΑ ʢΞΫτΠϯσΟʣ ೔ਐࢢ ೔ਐࢢ 0QFO1IPUP 2022-11-07 Sayoko Shimoyama, LinkData

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׭ຽڠಇͷਐΊํͷҧ͍ แׅ࿈ܞڠఆܕ Φʔϓϯσʔλܕ ۚમతίετ େ খ ίϛϡχέʔγϣϯ ίετ େ খ ࣮૷εϐʔυ ஗͍ ଎͍ ίϯτϩʔϧ ͋Δఔ౓ޮ͘ ޮ͔ͤͮΒ͍ ࣋ଓੑ ߴ ௿ 4":0,04)*.0:"." -*/,%"5" ్தͰҠߦ͢Δέʔε΋

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Φʔϓϯσʔλͷҙٛ ࠃຽࢀՃɾ׭ຽڠಇͷਪਐΛ௨ͨ͡ ॾ՝୊ͷղܾɺܦࡁ׆ੑԽ ߦ੓ͷߴ౓Խɾޮ཰Խ ಁ໌ੑɾ৴པͷ޲্ ʲग़యʳʮΦʔϓϯσʔλجຊࢦ਑ʯฏ੒೥݄೔ ߴ౓৘ใ௨৴ωοτϫʔΫࣾձਪਐઓུຊ෦ɾ׭ຽσʔλ׆༻ਪਐઓུձܾٞఆ 4BZPLP4IJNPZBNB -JOL%BUB ΦʔϓϯσʔλԽ ͢Δ࡞ۀͷ෼ɺ ࢓ࣄ͕૿͑ΔͷͰ͸ʜʁ

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ͦ΋ͦ΋ Φʔϓϯσʔλ ͷͨΊʹσʔλ ੔උ͕ඞཁʹ ͳ͍ͬͯΔঢ়گ ͕͓͔͍͠ n%9ΛਐΊΔͨΊʹ͸ɺி಺Ͱѻ͏৘ใ͕ σʔλʢίϯϐϡʔλॲཧʹ࠷దԽͨ͠ ܗʣʹͳ͍ͬͯΔඞཁ͕͋Δ n.ΛਐΊΔͨΊʹ΋ɺி಺ͷσʔλ͕ ෼ੳՄೳͳঢ়ଶʹͳ͍ͬͯΔඞཁ͕͋Δ nΦʔϓϯσʔλԽΛਐΊͳ͔ͬͨͱͯ͠΋ɺ ݁ہσʔλ੔උ͸ਐΊΔ͜ͱʹͳΔ nΦʔϓϯσʔλΛி಺σʔλ੔උͷ ͖͔͚ͬͷҰͭʹ͢Δͷ͕ಘࡦ 4BZPLP4IJNPZBNB -JOL%BUB

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ࣄྫɿ޿ใۀ຿ͷ%9 ʢਆށࢢʣ nैདྷ͸ாථͰ޿ใࢴͷೖߘΛ؅ཧ͍ͯͨ͠ nۀ຿ϑϩʔΛݟ௚͠ɺΠϕϯτ৘ใΛ8FCϑΥʔϜʹೖྗ͢Δ ͚ͩͰɺ"1*ʹม׵͞Εɺೖߘ·ͰͷϫʔΫϑϩʔʹࣗಈ࿈ܞ ͢Δܗʹมߋ nΠϕϯτ৘ใൃ৴αΠτʮ,0#&5PEBZʯΛ৽ઃ͠ɺ޿ใࢴʹ ܝࡌ͖͠Εͳ͔ͬͨΠϕϯτ৘ใ΋ݕࡧՄೳʹ nΠϕϯτ৘ใͷ"1*͸Φʔϓϯσʔλͱͯ͠ެ։ 4BZPLP4IJNPZBNB -JOL%BUB *API (Application Programming Interface)ɿ ਓΛհͣ͞γεςϜಉ࢜Ͱ௚઀σʔλΛ΍ΓऔΓ͢Δͷʹ࠷దԽ͞Εͨ σʔλܗࣜ ग़యɿhttps://datashelf.jp/results/kobe

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ࣄྫɿ৘ใެ։੥ٻͷܰݮʢ੩Ԭࢢʣ n৘ใެ։੥ٻ݅਺ͷଟ͔ͬͨ ৯඼ӴੜڐՄʹؔ͢ΔσʔλΛ Φʔϓϯσʔλͱͯ͠ެ։ n৘ใެ։੥ٻͷ݅਺͕ݮΓɺ ۀ຿ෛ୲ͷܰݮʹ੒ޭ 4BZPLP4IJNPZBNB -JOL%BUB ೥ؒ ݅ݮ ˣ ໿ ࣌ؒ ۀ຿࣌ؒ࡟ݮ H25 H26 H27 H28 H29 H30 ग़యɿ৽ঙ େีࢯʢ੩Ԭࢢ૯຿ہ*$5ਪਐ՝ʣʮ஌తࢿ࢈ܦӦ8&&,@0QFOEBUB"1*ʯ IUUQTXXXTMJEFTIBSFOFU%"*46,&4)*/+0XFFLPQFOEBUBBQJ

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ࣄྫɿࢢຽ͔Βͷۤ৘ͷܰݮʢࡸߐࢢʣ 4BZPLP4IJNPZBNB -JOL%BUB ࡸߐࢢͷόε͸߱ઇʹ ΑΔ஗Ε౳͕͋Γࢢຽ ͔Βͷۤ৘΋ଟ͔ͬͨ ٸͳόεͷ஗ΕͳͲʹ ΋ରԠ͠΍͘͢ͳͬͨ ͨΊɺࢢຽ͔Βͷۤ৘ ΍ࢢͷෛ୲͕ݮগͨ͠ όεͷҐஔ৘ใΛ ΦʔϓϯσʔλԽɺ ϦΞϧλΠϜ഑৴ ࢢຽ͕஍ਤ ΞϓϦΛ ࡞੒ ૸ߦதͷόεͷ ݱࡏ஍͕දࣔ͞ΕΔ $$#:੓෎$*0ϙʔλϧʮΦʔϓϯσʔλʯΑΓʮࡸߐόεϞχλʔʯ IUUQTDJPHPKQPQFOEBUB

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ඪ४తͳόε৘ใ ϑΥʔϚοτʹΑΔ ެڞަ௨Φʔϓϯ σʔλ ࠃ౔ަ௨ল͕੔උͨ͠ ʮඪ४తͳόε৘ใϑΥʔ Ϛοτʢ(5'4+1ʣʯͰ όεࣄۀऀ͕Φʔϓϯσʔλ Λެ։͢Δ͜ͱͰɺ෯޿͍ ׆༻͕Մೳʹ 4":0,04)*.0:"." -*/,%"5" ग़యɿʮ (5'4+1ඪ४తͳόε৘ใϑΥʔϚοτʹΑΔ ެڞަ௨Φʔϓϯσʔλ࠷৽ঢ়گʯҏ౻ণؽࢯʢ౦ژେֶ ੜ࢈ٕज़ݚڀॴʣ IUUQTXXXSPTFO[VDPNOFUNJFSVCVTGPSNBU@QPTUFS@QEG

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561ࣄۀऀ ͕όε৘ใΛ Φʔϓϯσʔλ ͱͯ͠ඪ४ܗࣜ Ͱެ։த SAYOKO SHIMOYAMA, LINKDATA 88 ग़యɿ (5'4+1ඪ४తͳόε৘ใ ϑΥʔϚοτ ೥݄ݱࡏ IUUQTXXXHUGTKQ

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Φʔϓϯσʔλͷҙٛ ࠃຽࢀՃɾ׭ຽڠಇͷਪਐΛ௨ͨ͡ ॾ՝୊ͷղܾɺܦࡁ׆ੑԽ ߦ੓ͷߴ౓Խɾޮ཰Խ ಁ໌ੑɾ৴པͷ޲্ ʲग़యʳʮΦʔϓϯσʔλجຊࢦ਑ʯฏ੒೥݄೔ ߴ౓৘ใ௨৴ωοτϫʔΫࣾձਪਐઓུຊ෦ɾ׭ຽσʔλ׆༻ਪਐઓུձܾٞఆ 4BZPLP4IJNPZBNB -JOL%BUB

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ಁ໌ੑɾ৴པͷ޲্͸ ׭ຽڠಇΛਐΊΔͨΊʹඞཁ n׭ຽڠಇΛਐΊΔͨΊʹ͸ɺߦ੓ͱຽ͕ؒ ର౳ͳཱ৔Ͱ࿩ͤΔ͜ͱ͕ॏཁ nߦ੓ͱຽؒͷʮ৘ใͷඇରশੑʯΛ ղফ͢Δඞཁ͕͋Δ n٬؍తͳσʔλΛڞ༗ͯ͠ɺಉ͡΋ͷΛ ݟͳ͕Β࿩͕Ͱ͖Δঢ়گΛ໨ࢦ͍ͨ͠ 4BZPLP4IJNPZBNB -JOL%BUB

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Φʔϓϯσʔλ͸ ி಺ͰσʔλΛద੾ʹ؅ཧͰ͖ͯ ͍Δ͔Λࣔ͢໾ׂ΋͋Δ nͦ΋ͦ΋ி಺ͰσʔλΛ ͖ͪΜͱ؅ཧͰ͖͍ͯͳ͔ͬͨΒɺ ެ։͸Ͱ͖ͳ͍ nʮσʔλ͸ެ։͕લఏʯͱ͍͏ܗͰ ӡ༻Λߦ͏͜ͱͰɺෆਖ਼ͷ཈ࢭྗ ʹ΋ͳΔ͜ͱ͕ظ଴Ͱ͖Δ 4BZPLP4IJNPZBNB -JOL%BUB

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੓ࡦཱҊͷͨΊͷ σʔλ෼ੳϓϩηε 4BZPLP4IJNPZBNB -JOL%BUB

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ແටੑ ਆ࿩͔Β ୤٫ nෳࡶ͔ͭࠔ೉ͳࣾձ՝୊ ʹద࣌త֬ʹରԠͰ͖Δ ߦ੓΁ͷస׵͕ඞཁ ग़యɿσδλϧி .ਪਐҕһձʢୈ ճʣ ྩ࿨೥݄೔ IUUQTXXXEJHJUBMHPKQDPVODJMTBDC FDGBDCGDFEGE 4BZPLP4IJNPZBNB -JOL%BUB

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ΞδϟΠϧܕ੓ ࡦܗ੒ɾධՁʹ ͸σʔλ͕ඞਢ n1%$"αΠΫϧͷ$IFDLͷࡍɺ ໨ඪୡ੒ະୡͰධՁ͢Δ͚ͩ Ͱ͸ҙຯ͕ແ͍ nσʔλͰϞχλϦϯά͠ͳ͕ Βվળ఺Λૣظʹൃݟ͠ɺ يಓमਖ਼Ͱ͖ΔΑ͏ʹ͢Δ ग़యɿ಺ֳ׭๪ߦ੓վֵਪਐຊ෦ɿΞδϟ Πϧܕ੓ࡦܗ੒ɾධՁͷࡏΓํʹؔ͢Δ ϫʔΩϯάάϧʔϓʢୈ̍ճʣʢ೥ ݄೔ʣ IUUQTXXXLBOUFJHPKQKQTJOHJHTLBJ HJBHJMF@TFJTBLV@XHEBJHJKJTJEBJIUNM 4BZPLP4IJNPZBNB -JOL%BUB

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σʔλ෼ੳʹΑΔ੓ࡦ൓өͷྲྀΕ ԾઆΛ ཱͯΔ σʔλΛ ूΊΔ ෼ੳ ධՁ ੓ࡦཱҊ ࢦඪ࡞੒ ՝୊ ৽͍͠՝୊ͷݕ౼ Ծઆͷؒҧ͍Λૣظʹൃݟ ੓ࡦͷਫ਼౓Λ্͛Δ ਺஋໨ඪɺޮՌࢦඪ Λ࡞੒͢Δ 4BZPLP4IJNPZBNB -JOL%BUB ग़యݩɿ૯຿ল ஍ํެڞஂମʹ͓͚Δσʔλར׆༻ΨΠυϒοΫ 7FS ผఴࢿྉɽσʔλΞΧσϛʔʢσʔλ෼ੳฤʣͷڭࡐɾࢿྉ౳ $$#:+1

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෼ੳ՝୊ઃఆͷྫ େ͖͘෼͚ΔͱҎԼͷύλʔϯ "طଘࣄۀʹ͓͚Δ՝୊ͷݪҼͷݕ౼ͱରࡦ ྫɿݕ਍ͷड਍཰Λ૿Ճ͍ͤͨ͞ ˠݕ਍ͷ࣮ࢪঢ়گ΍ର৅ऀʹ͍ͭͯԾઆΛݩʹ෼ੳΛߦ͍ɺͲͷΑ͏ʹΞϓϩʔ ν͢Δͷ͕༗ޮ͔ܭըΛཱ࣮ͯͯࢪ͠ɺޮՌ͕ग़Δ͔ϞχλϦϯά #৽نαʔϏεͷݕ౼ʹ͓͚ΔϑΥʔΧε͢Δ఺ͱޮՌͷઃఆ ྫɿΠϕϯτͷҊ಺ΛιʔγϟϧϝσΟΞͰ͓஌Βͤ͢ΔαʔϏε ˠͲͷΤϦΞͲͷଐੑͷਓʹͲͷΑ͏ͳ৘ใΛఏڙͨ͠Βྑ͍͔෼ੳ͠ɺ αʔϏεઃܭʹ൓ө 4BZPLP4IJNPZBNB -JOL%BUB

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ࣄྫɿ ࢢຽϞχλϦϯά σʔλΛ׆༻ͨ͠ γΣΞαΠΫϧ ಋೖʢલڮࢢʣ nϨϯλαΠΫϧͷ૸ߦ σʔλͱΞϯέʔτௐࠪ ͷ෼ੳ݁Ռ͔Βɺར༻ χʔζΛ೺Ѳ nϨϯλαΠΫϧͷճస཰ ͱར༻ऀΛ૿Ճͤ͞Δ͜ ͱʹ੒ޭ 4BZPLP4IJNPZBNB -JOL%BUB ग़యɿ౷ܭσʔλར׆༻ηϯλʔ ྩ࿨ ೥౓ ౷ܭσʔλར׆༻ࣄྫू https://www.stat.go.jp/dstart/case/download.html

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ࣄྫɿ ࢢຽϞχλϦϯά σʔλΛ׆༻ͨ͠ γΣΞαΠΫϧ ಋೖʢલڮࢢʣ σʔλऩूɾ෼ੳ ࿈ܞڠఆΛ݁Μͩاۀ͔ΒిಈΞγετࣗసं୆ͷఏڙΛड͚ɺ ࢢຽϞχλϦϯάͰ૸ߦσʔλٴͼΞϯέʔτௐࠪͷ෼ੳΛ࣮ࢪɻ ՝୊ γΣΞαΠΫϧγεςϜߏஙͷͨΊͷར༻ऀχʔζ͕೺ѲͰ͖͍ͯͳ͍ɻ ໨త Ӻલʹෳ਺ଘࡏ͢ΔطଘϨϯλαΠΫϧΛແਓ؅ཧͷγΣΞαΠΫϧ΁ͱҰຊԽ͢Δ ͜ͱͰɺར༻ऀͷརศੑ޲্ΛਤΓ͞ΒͳΔར༻૿ʹͭͳ͍͛ͨɻ 4BZPLP4IJNPZBNB -JOL%BUB ग़యɿ౷ܭσʔλར׆༻ηϯλʔ ྩ࿨ ೥౓ ౷ܭσʔλར׆༻ࣄྫू https://www.stat.go.jp/dstart/case/download. html

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ࣄྫɿ ࢢຽϞχλϦϯά σʔλΛ׆༻ͨ͠ γΣΞαΠΫϧ ಋೖʢલڮࢢʣ ෼ੳ݁ՌΛ౿·͑ͨࢪࡦͷ࣮ࢪ ೔ି͠Ͱ͸ͳ͘ɺ࣌ؒି͠Ͱ ͋ΔγΣΞαΠΫϧ͕χʔζʹ ଈ͓ͯ͠Γɺճ༡ੑ΍ճస਺Λ ଅਐ͢Δ໨త͔Β෼ͱ͍͏ ୹࣌ؒͷ୯ҐΛઃఆ ໷ؒଳར༻ͷજࡏతͳχʔζ͕ ͋Δ͜ͱ͔Βɺ ࣌ؒར༻Մೳʹมߋ ར༻ऀ͕ଟཱͪ͘دΔ৔ॴΛத৺ ʹόεఀ͔ΒNݍ಺ʹ αΠΫϧϙʔτΛઃஔ ෼ੳ݁Ռ͔Β൑໌ͨ͠ར༻࣮ଶ ճ͋ͨΓͷ৐ं࣌ؒ͸ ࣌ؒҎԼ͕൒਺Ҏ্ɻ طଘϨϯλαΠΫϧͷӦۀ࣌ؒ͸ ࣌ʙ࣌Ͱ͕͋ͬͨɺϞχλʔ σʔλʹΑΔͱӦۀ࣌ؒ֎ͷར༻ ͕ˋ͋ͬͨɻ ૸ߦσʔλ͔Βɺ ଟཱͪ͘دΒΕΔ৔ॴ͕ಛఆͰ͖ ͨɻ 4BZPLP4IJNPZBNB -JOL%BUB ग़యɿ౷ܭσʔλར׆༻ηϯλʔ ྩ࿨ ೥౓ ౷ܭσʔλར׆༻ࣄྫू https://www.stat.go.jp/dstart/case/download. html

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ࣄྫɿ ࢢຽϞχλϦϯά σʔλΛ׆༻ͨ͠ γΣΞαΠΫϧ ಋೖʢલڮࢢʣ ࢪࡦͷޮՌଌఆ ճస཰ɿ ʢطଘϨϯλαΠΫ ϧͷฏۉʣ͔Β ʢ৽γΣΞα ΠΫϧಋೖޙͷฏۉʣ΁্͕ͬͨɻ ར༻ऀ਺ɿطଘϨϯλαΠΫϧ ୆ʢલ೥౓݄ฏۉʣ͔Β ୆ʢ৽γΣΞαΠΫϧಋೖޙ ͷฏۉʣ΁ͱ໿ഒ૿ͱͳͬͨɻ 4BZPLP4IJNPZBNB -JOL%BUB ग़యɿ౷ܭσʔλར׆༻ηϯλʔ ྩ࿨ ೥౓ ౷ܭσʔλར׆༻ࣄྫू https://www.stat.go.jp/dstart/case/download. html 0.24 0.42 طଘϨϯλαΠΫϧ ৽γΣΞαΠΫϧ 833.9 1,650 0 500 1000 1500 2000 طଘϨϯλαΠΫϧ ৽γΣΞαΠΫϧ ར༻ऀ਺ ճస཰

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ࣄྫɿGISΛ ར༻ͨ͠෼ੳʹ جͮ͘੓ࡦཱҊ ʢձ௡एদࢢʣ ग़యɿCode for Japan Summit 2021ʮ౦೔ຊେ਒ࡂΛ͖͔͚ͬʹ ஀ੜͨ͠ձ௡एদࢢ౷߹GISͷͦ ͷޙʯ https://summit2021.code4japan.org /programs/d5c764e598f4499291f2 53f0cd166f12 Sayoko Shimoyama, LinkData 2022-11-07 101

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ࣄྫɿGISΛ ར༻ͨ͠෼ੳʹ جͮ͘੓ࡦཱҊ ʢձ௡एদࢢʣ ग़యɿCode for Japan Summit 2021ʮ౦೔ຊେ਒ࡂΛ͖͔͚ͬʹ ஀ੜͨ͠ձ௡एদࢢ౷߹GISͷͦ ͷޙʯ https://summit2021.code4japan.org /programs/d5c764e598f4499291f2 53f0cd166f12 Sayoko Shimoyama, LinkData 2022-11-07 102

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ࣄྫɿGISΛ ར༻ͨ͠෼ੳʹ جͮ͘੓ࡦཱҊ ʢձ௡एদࢢʣ ग़యɿCode for Japan Summit 2021ʮ౦೔ຊେ਒ࡂΛ͖͔͚ͬʹ ஀ੜͨ͠ձ௡एদࢢ౷߹GISͷͦ ͷޙʯ https://summit2021.code4japan.org /programs/d5c764e598f4499291f2 53f0cd166f12 Sayoko Shimoyama, LinkData 2022-11-07 103

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ࣄྫɿGISΛ ར༻ͨ͠෼ੳʹ جͮ͘੓ࡦཱҊ ʢձ௡एদࢢʣ ग़యɿCode for Japan Summit 2021ʮ౦೔ຊେ਒ࡂΛ͖͔͚ͬʹ ஀ੜͨ͠ձ௡एদࢢ౷߹GISͷͦ ͷޙʯ https://summit2021.code4japan.org /programs/d5c764e598f4499291f2 53f0cd166f12 Sayoko Shimoyama, LinkData 2022-11-07 104

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ࣄྫɿGISΛ ར༻ͨ͠෼ੳʹ جͮ͘੓ࡦཱҊ ʢձ௡एদࢢʣ ग़యɿCode for Japan Summit 2021ʮ౦೔ຊେ਒ࡂΛ͖͔͚ͬʹ ஀ੜͨ͠ձ௡एদࢢ౷߹GISͷͦ ͷޙʯ https://summit2021.code4japan.org /programs/d5c764e598f4499291f2 53f0cd166f12 Sayoko Shimoyama, LinkData 2022-11-07 105

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σʔλ෼ੳʹΑΔ੓ࡦ൓өͷྲྀΕͱ ۩ମతͳखॱʢTUFQʣ ԾઆΛ ཱͯΔ σʔλΛ ूΊΔ ෼ੳ ධՁ ੓ࡦཱҊ ࢦඪ࡞੒ ՝୊ 4BZPLP4IJNPZBNB -JOL%BUB ᶃԾઆઃఆɾ ݱঢ়෼ੳ ᶄର৅ σʔλ ֬ೝ ᶅ෼ੳ ख๏ݕ౼ ᶆσʔλ ෼ੳ ᶇ෼ੳ ݁Ռͷ ධՁ ᶈ ࢪࡦݕ౼ ᶉ ޮՌࢦඪ ઃఆ TUFQ

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ᶃԾઆઃఆɾ ݱঢ়෼ੳ ᶄର৅ σʔλ ֬ೝ ᶅ෼ੳ ख๏ݕ౼ ᶆσʔλ ෼ੳ ᶇ෼ੳ ݁Ռͷ ධՁ ᶈ ࢪࡦݕ౼ ᶉ ޮՌࢦඪ ઃఆ σʔλར׆༻ϓϩηεͷ ࣮ࡍͷۀ຿ʹ͓͚Δ෼୲ͷߟ͑ํ ி಺Ͱ ෼ੳ ֎෦Ͱ ෼ੳ ߴ౓ͳ౷ܭॲཧ΍ "*Λ࢖ͬͨ෼ੳ౳ ி಺ͷ෼ੳ׭΍ γεςϜ෦໳ɺ (*4୲౰ʹґཔ n Ծઆ͸୲౰ ՝ ͕ߟ͑Δ n ՝୊ʹ͍ͭͯɺͲͷσʔλΛ ࢖ͬͯɺͲ͏දݱ͢Δ͔ͱ͍͏ ࢓༷ΛܾΊ͓ͯ͘ ൃ஫࣌ʹ ࢓༷Λ౉͢ ґཔ࣌ʹ ࢓༷Λ౉͢ ߴ౓ͳ෼ੳʹରԠ͢Δʹ͸ɺ ۀ຿஌ࣝΛ͍࣋ͬͯΔਓͱ σʔλ෼ੳεΩϧΛ࣋ͬͨਓ ͷ࿈ܞ͕ॏཁ ୲౰ ி಺৬һ ֎෦ਓࡐ 4BZPLP4IJNPZBNB -JOL%BUB ୯७ͳ΋ͷ͸ ࣗ෼Ͱ෼ੳ ແ͍σʔλ͸ ࠓޙͲ͏͢Δͷ͔ݕ౼ ෼ੳ݁Ռͱ ӨڹൣғΛ֬ೝ ࢪࡦͷબ୒ ޮՌࢦඪ

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σʔλ෼ੳʹΑΔ੓ࡦ൓өͷྲྀΕʢ࠶ܝʣ ԾઆΛ ཱͯΔ σʔλΛ ूΊΔ ෼ੳ ධՁ ੓ࡦཱҊ ࢦඪ࡞੒ ՝୊ ৽͍͠՝୊ͷݕ౼ Ծઆͷؒҧ͍Λૣظʹൃݟ ੓ࡦͷਫ਼౓Λ্͛Δ ਺஋໨ඪɺ ޮՌࢦඪ Λ࡞੒͢Δ 4BZPLP4IJNPZBNB -JOL%BUB ग़యݩɿ૯຿ল ஍ํެڞஂମʹ͓͚Δσʔλར׆༻ΨΠυϒοΫ 7FS ผఴࢿྉɽσʔλΞΧσϛʔʢσʔλ෼ੳฤʣͷڭࡐɾࢿྉ౳ $$#:+1 ॏཁ

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੓ࡦ͸վળ͢ΔલఏͰઃܭ͢Δ 1MBO ܭը %P ࣮ߦ $IFDL ධՁ "DUJPO վળ 4BZPLP4IJNPZBNB -JOL%BUB 1MBOɿܭըΛ͍͘Β ஸೡʹߦ͍ɺ %Pɿ࣮ߦ ͔ͨ͠Βͱ͍ͬͯ ׬ᘳͳ੓ࡦͱ͍͏ͷ͸ ͋Γಘͳ͍ $IFDLɿධՁ͸໨ඪ͕ ୡ੒Ͱ͖ͨͰ͖ͳ͍ ΛܾΊΔͨΊͷ΋ͷͰ ͸ͳ͘ɺվળͷ͖͔ͬ ͚ʹ͢Δ΋ͷ "DUJPOɿվળͷ ػձ͸ଟ͚Ε͹ ଟ͍΄Ͳྑ͍

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ʮΞ΢τϓοτʯͱʮΞ΢τΧϜʯͷ ྆ํͰϞχλϦϯά͢Δ Πϯϓοτ ʢ౤ࢿʣ Ξ΢τϓοτ ʢ׆ಈࢦඪʣ Ξ΢τΧϜ ʢ੒Ռࢦඪʣ 4BZPLP4IJNPZBNB -JOL%BUB ౤ࢿɿͲͷ͘Β͍ ਓɾϞϊɾΧωΛ ࢖͔ͬͨ ࣄۀ࣮ࢪɿࣄۀ͕ ద੾ʹ࣮ࢪͰ͖ͯ ͍Δ͔ΛଌΔ ੒ՌɿࣄۀΛ࣮ࢪ ͨ݁͠Ռɺ੒Ռ͕ ڍ͕͔ͬͨΛଌΔ ྫʣݟकΓୂ݁੒ ʢਓ਺ɾ༧ࢉʣ ύτϩʔϧ८ճ ݅਺ ൜ࡑൃੜ݅਺ ʢ͕ݮগ͔ͨ͠ʣ

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ޮՌࢦඪɿఆੑతޮՌΛͲ͏ଌΔʁ ΞϯέʔτͰฉ͘ ͱ͍͏ํ๏͕Α͘औΒΕΔ ࢦඪͷͭʹ͢Δͷ͸0, Ξϯέʔτ݁ՌͷΈͰଌΔͱ ٬؍ੑʹ͚ܽΔ৔߹͕͋Δ 4BZPLP4IJNPZBNB -JOL%BUB ॅΈ΍͢͞ ·ͪͷ ʹ͗Θ͍ ࢠҭͯͷ ͠΍͢͞ உঁฏ౳ ࿝ޙͷ҆৺

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4BZPLP4IJNPZBNB -JOL%BUB ϙΠϯτɿ ఆੑతޮՌ͸ ఆྔతޮՌʹ ෼ղͯ͠ ࢦඪԽ͢Δ ྫɿॅΈΑ͞ϥϯΩϯά ʢ౦༸ܦࡁʣ

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4BZPLP4IJNPZBNB -JOL%BUB ఆੑతޮՌ͸ఆྔతޮՌʹ෼ղͯ͠ࢦඪԽ͢Δ ྫɿॅΈΑ͞ϥϯΩϯάʢ౦༸ܦࡁʣར༻σʔλ ॅΈΑ͞ " ҆৺౓ ਓޱ౰ͨΓපӃɾҰൠ਍ྍॴපচ਺ʢ೥݄ʣɿްੜ࿑ಇলʮҩྍࢪઃௐࠪʯ ࿝೥ਓޱ౰ͨΓհޢ࿝ਓ෱ࢱɾอ݈ࢪઃఆһ਺ʢ೥݄ʣɿްੜ࿑ಇলʮհޢαʔϏεࢪઃɾࣄۀॴௐࠪʯ ʙࡀঁੑਓޱ౰ͨΓʙࡀࣇ਺ʢ೥݄ʣɿ૯຿লʮॅຽجຊ୆ாʹجͮ͘ਓޱɺਓޱಈଶٴͼੈଳ਺ʯ ࢠͲ΋ҩྍඅॿ੒ʢର৅೥ྸɾॴಘ੍ݶͷ༗ແʣʢ೥݄ʣɿ౦༸ܦࡁௐ΂ ਓޱ౰ͨΓܐ๏൜ೝ஌݅਺ʢ೥ʣɿ֤౎ಓ෎ݝܯ࡯ௐ΂ ਓޱ౰ͨΓަ௨ࣄނ݅਺ʢ೥ʣɿަ௨ࣄނ૯߹෼ੳηϯλʔௐ΂ # རศ౓ ਓޱ౰ͨΓখചൢചֹʢ೥ʣɿ૯຿লɾܦࡁ࢈ۀলʮܦࡁηϯαε׆ಈௐࠪʯ ਓޱ౰ͨΓେن໛খചళళฮ໘ੵʢ೥ʣɿ౦༸ܦࡁʮશࠃେܕখചళ૯ཡʯ Մॅ஍໘ੵ౰ͨΓҿ৯ྉ඼খചࣄۀॴ਺ʢ೥݄ʣɿ૯຿লɾܦࡁ࢈ۀলʮܦࡁηϯαε׆ಈௐࠪʯ ਓޱ౰ͨΓҿ৯ళ਺ʢ೥݄ʣ૯຿লɾܦࡁ࢈ۀলʮܦࡁηϯαε׆ಈௐࠪʯ $ շద౓ సग़ೖਓޱൺ཰ʢ೥ʣɿ૯຿লʮॅຽجຊ୆ாʹجͮ͘ਓޱɺਓޱಈଶٴͼੈଳ਺ʯ ਫಓྉۚʢ೥݄ʣɿ౦༸ܦࡁௐ΂ Ԛਫॲཧਓޱීٴ཰ʢ೥݄ʣɿࠃ౔ަ௨লɺ೶ྛਫ࢈লɺ؀ڥলௐ΂ ؾީʢ݄ฏۉ࠷ߴɾ࠷௿ؾԹɺ೔র࣌ؒɺ࠷ਂੵઇʣʢʙ೥ʣɿؾ৅ிʮϝογϡฏ೥஋σʔλʯ ౎ࢢܭը۠Ҭਓޱ౰ͨΓ౎ࢢެԂ໘ੵʢ೥݄ʣɿࠃ౔ަ௨লʮ౎ࢢެԂ੔උਫ४ௐॻʯ % ෋༟౓ ࡒ੓ྗࢦ਺ʢ೥౓ʣɿ૯຿লʮࢢொଜผܾࢉঢ়گௐʯ ਓޱ౰ͨΓ๏ਓࢢຽ੫ʢ೥౓ʣ ɿ૯຿লʮࢢொଜผܾࢉঢ়گௐʯ ೲ੫ٛ຿ऀਓ౰ͨΓॴಘʢ೥ʣɿ૯຿লʮࢢொଜ੫՝੫ঢ়گ౳ͷௐʯ ॅ୐౰ͨΓԆ΂চ໘ੵʢ೥݄ʣɿ૯຿লʮॅ୐ɾ౔஍౷ܭௐࠪʯ ॅ୐஍ฏۉ஍Ձʢ೥݄ʣɿࠃ౔ަ௨লʮ౎ಓ෎ݝ஍Ձௐࠪʯ https://toyokeizai.net/articles/-/434259?page=2 ˞੨എܠͷࢦඪ͸਺஋͕ খ͍͞΄Ͳྑ͍ͱఆٛ

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٬؍తͳࢦඪʹ ͳ͍ͬͯͳ͍͜ ͱͰ໰୊ʹͳͬ ͨέʔε IUUQTXXXBTBIJDPNBSUJDMFT "41#(1#(65/#:IUNM 4BZPLP4IJNPZBNB -JOL%BUB

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౎ಓ෎ݝັྗ౓ ϥϯΩϯάͷ σʔλ͸ݕূෆՄೳ ʮັྗ౓ʯͱ͸ɺ஍Ҭͷ ϒϥϯυྗɺ͢ͳΘͪ஍Ҭͷັ ྗΛ਺஋Խ͢Δࢦඪɻ ʮҎԼͷ࣏ࣗମʹ͍ͭͯɺͲͷ ఔ౓ັྗΛײ͡·͔͢ʁʯͱ͍ ͏໰͍ʹରͯ͠ɺʮͱͯ΋ັྗ తʯΛ఺ɺʮ΍΍ັྗతʯ Λ఺ɺʮͲͪΒͰ΋ͳ͍ʯɺ ʮ͋·ΓັྗΛײ͡ͳ͍ʯɺ ʮશ͘ັྗతͰͳ͍ʯΛ఺ͱ͠ ͯɺͦΕΒͷճ౴Λ࣏ࣗମ͝ͱ ʹूܭʢ఺਺ʣͱͯ͠ࢉग़ͨ͠ɻ ग़యɿIUUQTOFXTUJJLJKQBSUJDMFT 4BZPLP4IJNPZBNB -JOL%BUB

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σʔλ͕ެ։͞Ε͍ͯΔ͜ͱͰ ୭Ͱ΋ݕূՄೳʹͳΔ 4BZPLP4IJNPZBNB -JOL%BUB σʔλΛެ։͢Δͱ վ᜵͞ΕͨΓѱ༻͞ΕΔ ڪΕ͕͋ΔͷͰ͸ʁ ü΋͠ར༻ͨ͠ਓ͕਺஋౳Λ վ᜵͍ͯͯ͠΋ɺ Ұ࣍৘ใͱͯ͠ݩͷσʔλ ͕ެ։͞Ε͍ͯΔ͜ͱͰɺ ୈࡾऀ͕ݕূͯ͠վ᜵΍ ؒҧ͍ΛಛఆՄೳʹͳΔ üݩσʔλ͕ެ։͞Ε͍ͯͳ ͍ͱݕূͰ͖ͳ͍

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σδλϧాԂ ౎ࢢࠃՈߏ૝ͷ ࣮ݱʹ޲͚ͨ LWCࢦඪ Ұൠࣾஂ๏ਓεϚʔτγςΟɾ ΠϯεςΟςϡʔτ ʮLiveable Well-Being City ࢦඪ ͝঺հͱ׆༻ʹ͍ͭͯʯ https://www.sci- japan.or.jp/LWCI/index.html Sayoko Shimoyama, LinkData 2022-11-07 117

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Well-Being = ਎ମతɾ ਫ਼ਆతɾࣾձత ʹྑ޷ͳঢ়ଶʹ ͋Δ͜ͱ ݈߁ͱ͸ɺපؾͰ͸ͳ͍ ͱ͔ɺऑ͍ͬͯͳ͍ͱ͍͏ ͜ͱͰ͸ͳ͘ɺ೑ମతʹ΋ɺ ਫ਼ਆతʹ΋ɺ ͦͯࣾ͠ձత ʹ΋ɺ͢΂͕ͯຬͨ͞Εͨ ঢ়ଶ(Well-Being)ʹ͋Δ ͜ͱ (WHOʹΑΔఆٛ) 118 2022-11-07 SAYOKO SHIMOYAMA, LINKDATA

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2022-11-07 Sayoko Shimoyama, LinkData 119 Ұൠࣾஂ๏ਓεϚʔτγςΟɾΠϯεςΟςϡʔτʮLiveable Well-Being City ࢦඪ ͝঺հͱ׆༻ʹ͍ͭͯʯ https://www.sci-japan.or.jp/LWCI/index.html

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2022-11-07 Sayoko Shimoyama, LinkData 120 Ұൠࣾஂ๏ਓεϚʔτγςΟɾΠϯεςΟςϡʔτʮLiveable Well-Being City ࢦඪ ͝঺հͱ׆༻ʹ͍ͭͯʯ https://www.sci-japan.or.jp/LWCI/index.html

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2022-11-07 Sayoko Shimoyama, LinkData 121 Ұൠࣾஂ๏ਓεϚʔτγςΟɾΠϯεςΟςϡʔτʮLiveable Well-Being City ࢦඪ ͝঺հͱ׆༻ʹ͍ͭͯʯ https://www.sci-japan.or.jp/LWCI/index.html

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ఆྔతͳࢦඪΛ ༻͍ͯݱঢ়Λ೺Ѳ͠ɺ ໨ඪΛઃఆͯ͠ ਐ௙Λ؅ཧ͢Δ ग़యɿσδλϧަ௨ࣾձͷ͋Γ͔ ͨʹؔ͢Δݚڀձʢୈ3ճʣ ࢿྉ5 ʮWell Beingͷࢹ఺͔Βߟ ͑ΔϞϏϦςΟ Liveable Well Being City Indicatorͷ׆༻ʯʢೆӢ ༷ ͝ൃදࢿྉʣ https://www.digital.go.jp/councils/e 617a8c6-f884-4fad-b27f- cc1cbba04982/ Sayoko Shimoyama, LinkData 2022-11-07 122

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ி಺Ͱ΋ຽؒͰ΋ ׆༻͠΍͍͢ σʔλ࡞ΓͷϙΠϯτ 4BZPLP4IJNPZBNB -JOL%BUB

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ػց൑ಡʹదͨ͠σʔλͱ͸ʁ nίϯϐϡʔλ͕ࣗಈతʹσʔλΛ ࠶ར༻ʢՃ޻ɺฤू౳ʣͰ͖Δ σʔλ nίϯϐϡʔλ͕ࣗಈతʹσʔλΛ ࠶ར༻͢ΔͨΊʹ͸ɺίϯϐϡʔ λ͕౰֘σʔλͷ࿦ཧతͳߏ଄Λ ࣝผʢ൑ಡʣͰ͖ɺߏ଄தͷ஋ ʢදͷதʹೖ͍ͬͯΔ਺஋ɺςΩ ετ౳ʣ͕ॲཧͰ͖ΔΑ͏ʹͳͬ ͍ͯΔඞཁ͕͋Δ ग़యɿฏ੒೥݄೔ ೋ࣍ར༻ͷଅਐͷͨΊͷ෎লͷ σʔλެ։ʹؔ͢Δجຊతߟ͑ํʢΨΠυϥΠϯʣ 4":0,04)*.0:"." -*/,%"5" ࢴ ࢴΛεΩϟϯ͚ͨͩ͠ͷ ը૾σʔλ &YDFM΍DTWͳͲදܗࣜͷσʔλ ྫʣ౷ܭσʔλͷ৔߹

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ओཁͳදܗࣜσʔλͷछྨ &YDFMܗࣜ ϑΝΠϧ֦ுࢠɿYMT YMTY n.JDSPTPGU͕։ൃ͍ͯ͠Δදܭࢉιϑτ .JDSPTPGU&YDFMͰ࠾༻͞Ε͍ͯΔ ϑΝΠϧܗࣜ n.JDSPTPGU&YDFMͷଞɺ͜ͷܗࣜΛαϙʔτ͠ ͍ͯΔ͍͔ͭ͘ͷΞϓϦέʔγϣϯͰ։͘͜ͱ ͕Ͱ͖Δ ྫʣ(PPHMFεϓϨουγʔτɺ/VNCFST౳ DTWܗࣜ ϑΝΠϧ֦ுࢠɿDTW nl$PNNB4FQBSBUFE7BMVFTzͷུ nΧϯϚ l z۠੾ΓͷςΩετϑΝΠϧ nྨࣅͷܗࣜʹλϒ۠੾ΓͷςΩετϑΝΠϧ ʢUTWʣ͕͋Δ nl$IBSBDUFS4FQBSBUFE7BMVFTzͱͯ͠ɺ ༷ʑͳ۠੾ΓจࣈͷςΩετϑΝΠϧΛ૯শ͠ ͯDTWͱݺ͹ΕΔ͜ͱ΋͋Δ nϓϥοτϑΥʔϜඇґଘʢಛఆͷΞϓϦέʔ γϣϯΛඞཁͱ͠ͳ͍ʣ 4":0,04)*.0:"." -*/,%"5"

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೥݄೔ ౷ܭදʹ͓͚Δ ػց൑ಡՄೳͳ σʔλͷදهํ๏ ʢϧʔϧ੔උʣ 2022-11-07 SAYOKO SHIMOYAMA, LINKDATA 126 ֤෎লʹ͓͍ͯ΋σʔλ ͷػց൑ಡੑ޲্ͷରԠ ͕ਐΊΒΕ͍ͯΔ

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ࢀߟɿ දܗࣜσʔλ ͷػց൑ಡੑ ΛߴΊΔͨΊ ͷνΣοΫ ߲໨ ʢશ߲໨ʣ ˘ ϑΝΠϧܗࣜ͸&YDFM͔$47ͱͳ͍ͬͯΔ͔ ˘ ηϧσʔλͱͳ͍ͬͯΔ͔ ˘ ਺஋σʔλ͸਺஋ଐੑͱ͠ɺจࣈྻΛؚ·ͳ͍͜ͱ ˘ ηϧͷ݁߹Λ͍ͯ͠ͳ͍͔ ˘ εϖʔε΍վߦ౳ͰମࡋΛ੔͍͑ͯͳ͍͔ ˘ ߲໨໊౳Λলུ͍ͯ͠ͳ͍͔ ˘ ਺ࣜΛ࢖༻͍ͯ͠Δ৔߹͸ɺ਺஋σʔλʹमਖ਼͍ͯ͠Δ͔ ˘ ΦϒδΣΫτΛ࢖༻͍ͯ͠ͳ͍͔ ˘ σʔλͷ୯ҐΛهࡌ͍ͯ͠Δ͔ ˘ ػछґଘจࣈΛ࢖༻͍ͯ͠ͳ͍͔ɻ ˘ F4UBUͷ࣌ؒ࣠ίʔυͷදهɺ੢ྐྵදهຢ͸࿨ྐྵʹ੢ྐྵͷซه͕͞Ε͍ͯΔ͔ ˘ ஍Ҭίʔυຢ͸஍Ҭ໊শ͕දه͞Ε͍ͯΔ͔ ˘ ਺஋σʔλͷಉҰྻ಺ʹಛघه߸ ൿಗ౳ ؚ͕·ΕΔ৔߹ ˘ σʔλ͕෼அ͞Ε͍ͯͳ͍͔ ˘ γʔτʹෳ਺ͷද͕ܝࡌ͞Ε͍ͯͳ͍͔ 4BZPLP4IJNPZBNB -JOL%BUB ग़యɿ ౷ܭදʹ͓͚Δػց൑ಡՄೳͳ σʔλ࡞੒ʹؔ͢Δදهํ๏ ʢ೥݄೔ɺ૯຿লʣ IUUQTXXXTPVNVHPKQN BJO@DPOUFOUQEG

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දهϧʔϧͷྫᶃ ηϧσʔλͱ͢Δ 4BZPLP4IJNPZBNB -JOL%BUB

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දهϧʔϧͷྫᶄ ηϧͷ݁߹Λͤͣɺ֤ηϧʹೖྗ͢Δ 4BZPLP4IJNPZBNB -JOL%BUB nηϧ݁߹͞Ε͍ͯ Δͱɺฒ΂ସ͕͑Ͱ ͖ͳ͍ʢΤϥʔͱͳ ΔʣɺάϥϑԽ͕Ͱ ͖ͳ͍ɺൣғબ୒͠ ʹ͍͘ɺίϐʔϖʔ ετͰ͖ͳ͍౳ͷ໰ ୊͕ൃੜ͢Δ nߦ΍ྻ͚ͩऔΓ ग़ͯ͠΋ɺͪΌΜͱ ҙຯ͕௨͡Δܗʹ͢ Δ͜ͱ͕ϙΠϯτ

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දهϧʔϧͷྫᶅ ମࡋΛ੔͑Δ໨తͰεϖʔε΍վߦ౳Λ༻͍ͳ͍ 4BZPLP4IJNPZBNB -JOL%BUB

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දهϧʔϧͷྫᶆ ΦϒδΣΫτΛ࢖༻ͤͣɺ֤ηϧʹ஋ΛೖΕΔ ΦϒδΣΫτ͸ػց൑ผʹద͞ͳ͍ͨΊɺηϧʹ஋ΛೖΕΔඞཁ͕͋Δ 4BZPLP4IJNPZBNB -JOL%BUB

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දهϧʔϧͷྫᶇ γʔτ಺ʹσʔλΛ෼அͯ͠഑ஔ͠ͳ͍ ҹ࡮༻ͷϨΠΞ΢ τʹ߹Θͤͯ σʔλ͕ંΓฦ͞ ΕͨΓ͍ͯ͠Δͱɺ σʔλͱͯ͠࢖͍ ͍ͨ࣌ʹ౎౓Ճ޻ ͕ඞཁʹͳΔ 4BZPLP4IJNPZBNB -JOL%BUB

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ػց൑ಡੑ ͷߴ͍ σʔλ࡞੒ ͷݪଇ 4BZPLP4IJNPZBNB -JOL%BUB ݟͨ໨Λ੔͑ΔͨΊͷ ༨ܭͳ࡞ۀ͸͠ͳͯ͘0,ʂ ػցʹͱͬͯͷಡΈ΍͢͞ Λ༏ઌ ਓʹͱͬͯͷಡΈ΍͢͞͸ɺ σʔλΛ࡞ͬͨޙͰରԠ

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࿈ܞ͠΍͍͢ σʔλ࡞Γͷ ͨΊͷϧʔϧ ੓෎૬ޓӡ༻ੑϑϨʔϜ ϫʔΫʢ(*'ʣ nσʔλͷར׆༻ɺ࿈ܞ͕ε Ϝʔεʹߦ͑ΔࣾձΛ࣮ݱ͢ ΔͨΊʹσδλϧிͰ੔උ͞ Εٕͨज़ମܥʢ2022೥4݄ެ දʣ nଞ૊৫΍ଞ෼໺ͷσʔλͱ ࿈ܞ͠΍͍͢σʔλΛ࡞Δ ͨΊͷٕज़υΩϡϝϯτ& πʔϧΛఏڙ 134 https://www.digital.go.jp/policies/data_strategy_government_interoperability_framework/ 2022-11-07 Sayoko Shimoyama, LinkData

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135 4BZPLP4IJNPZBNB -JOL%BUB Data is the new oil. σʔλ͸৽ͨͳ ੴ༉Ͱ͋Δ ͱݴ͏ͷ͸ ΋͏ݹ͍ʁ

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136 4BZPLP4IJNPZBNB -JOL%BUB Data is the new soil. σʔλ͸ ৽ͨͳ ౔৕Ͱ͋Δ %BWJE.D$BOEMFTT 5&%(MPCBM

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ࢀߟࢿྉɾαΠτ౳ 4BZPLP4IJNPZBNB -JOL%BUB

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ࣾձڭҭௐࠪ ϋϯυϒοΫ nʮࣾձڭҭௐࠪʯͱ୊͞Εͯ ͍Δ͕ɺΞϯέʔτௐࠪશൠʹ ࢖͑Δߟ͑ํ΍UJQT͕Θ͔Γ΍ ͘͢ղઆ͞Ε͍ͯΔ nಛʹʮୈᶚ෦ ௐࠪථͷ࡞Γ ํʯ͸ΞϯέʔτΛઃܭ͢Δํ ඞݟʂ n1%'ͰແྉͰμ΢ϯϩʔυՄೳ https://www.nier.go.jp/jissen/chos a/handbook1-23.htm SAYOKO SHIMOYAMA, LINKDATA 2022-11-07 138 ޮՌతͳΞϯέʔτௐࠪͷख๏ Λֶͼ͍ͨํ΁

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OpenPhoto ΦʔϓϯϑΥτ nࣸਅͷΦʔϓϯσʔλԽΛ αϙʔτ͢ΔϑΥτΫϥ΢υ αʔϏε n࣏ࣗମ͸5#·ͰແঈͰར༻ Մೳ nશࠃஂମͰར༻࣮੷ ʢࣨའࢢɺԣ඿ࢢɺ඿দࢢɺ FUDʣ IUUQTPQFOQIPUPKQ 4BZPLP4IJNPZBNB -JOL%BUB εϞʔϧελʔτͰ ΦʔϓϯσʔλΛਐΊ͍ͨํ΁

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σʔλ Ϛωδϝϯτ ࣮ફ ΨΠυϒοΫ n۩ମతͳ࡞ۀΛ࣮ࢪ͢Δ ͨΊͷ֤छςϯϓϨʔτ ʢௐࠪථαϯϓϧʣ΍ ࡞੒ྫΛఏڙ n੓෎૬ޓӡ༻ੑϑϨʔϜ ϫʔΫʢ(*'ʣͷʮ࣮ફΨ ΠυϒοΫʯͷ͏ͪͷͭ 4BZPLP4IJNPZBNB -JOL%BUB ग़యɿ https://www.digital.go.jp/policies/data_strategy_government_interoperability_framework/ σʔλϚωδϝϯτΛ ਐΊΔͨΊͷ͓໾ཱͪࢿྉ ①導⼊編 ②運⽤編 データマネジメント実施計画の 策定⼿順をガイド データマネジメントの４つの 重点テーマ別に⼿順をガイド

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ϚϯΨͱֶͿ σʔλϏδϡΞ ϥΠθʔγϣϯ nจԽிͷʮϝσΟΞܳज़ σʔλϕʔεʯΛ׆༻͠ ͯ࡞੒͞ΕͨɺσʔλϏ δϡΞϥΠζͷֶशڭࡐ nେগ೥ࢽͷσʔλ͕୊ ࡐͰ͋ΔͨΊɺڵຯυϦ ϒϯͰֶͿ͜ͱ͕Ͱ͖Δ IUUQTLBLFBNJHJUIVCJPWJ[ NBECJOEFYIUNM 4BZPLP4IJNPZBNB -JOL%BUB σʔλ׆༻ਓࡐҭ੒ʹΦεεϝ

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࣏ࣗମ৬һઐ ༻ΦϯϥΠϯ ίϛϡχςΟ બ σδλϧվֵڞ૑ϓϥοτϑΥʔϜ ࣏ࣗମ৬һº੓෎ػؔ৬һͷର࿩ͷ৔ͱͯ͠೥ ͔Βӡ༻͞Ε͍ͯΔ4MBDLεϖʔεɻ IUUQTXXXEJHJUBMHPKQOFXT1#,/Z ΦϯϥΠϯࢢ໾ॴ ໊Ҏ্ͷ஍ํެ຿һɾࠃՈެ຿һ͕ू·ΔΦ ϯϥΠϯϓϥοτϑΥʔϜɻ IUUQTXXXPOMJOFTIJZBLVTIPKQ *$5ʬެڞؔ܎ऀݶఆʭ ࠃ΍஍ํ࣏ࣗମͷ৘ใܥͷ৬һΛத৺ͱ໊ͨ͠ Ҏ্͕ࢀՃ͢Δ'BDFCPPLάϧʔϓɻ IUUQTXXXGBDFCPPLDPNHSPVQT 4BZPLP4IJNPZBNB -JOL%BUB ࣏ࣗମ৬һಉ࢜Ͱ৘ใަ׵΍ ૬ஊΛ͍ͨ͠ํ΁

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Ұൠࣾஂ๏ਓϦϯΫσʔλ ୅දཧࣄ Լࢁ ࣿ୅ࢠ Email: support@linkdata.org ຊࢿྉʹؔ͢Δ࣭͝໰ɾ͝ҙݟ΍ɺ σʔλ׆༻ݚमɾϫʔΫγϣοϓ։࠵ͷ͝૬ஊͳͲ͸ ͪ͜Β΁͓د͍ͤͩ͘͞ɻ 4BZPLP4IJNPZBNB -JOL%BUB