総務省地域情報化アドバイザー派遣で甲府市役所で実施したデータ利活用研修の資料です。
σʔλͷྗΛۀͷຯํʹʂ͓͖͍ͬͯͨσʔλར׆༻ͷࣝͱࣄྫҰൠࣾஂ๏ਓϦϯΫσʔλ දཧࣄ σδλϧி σʔλεϖγϟϦετ ଞԼࢁ ࣿࢠ202211݄7ʢ݄ʣ13:30 - 15:30 ߕࢢσʔλར׆༻ݚम
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EnterprisePublicSectorCivicTech22022-11-07 Sayoko Shimoyama, LinkData
ຊݚमͷඪnߦʹ͓͍ͯσʔλ׆༻͕ٻΊΒΕ͍ͯΔ࣌nσʔλ͏·͑͘ۀͷڧྗͳຯํʹͳΔ2022-11-07 Sayoko Shimoyama, LinkData 31. ߦʹ͓͍ͯσʔλΛͬͨํ͕ྑ͍ཧ༝Λཧղ͢Δ2. σʔλΛͬͯ֎ͷਓͷྗΛ͏·͘आΓΔํ๏Λཧղ͢Δ3. ࡦཱҊϓϩηεʹ͓͚Δσʔλͷ͍ॴΛԡ͑͞Δ4. ׆༻͍͢͠σʔλͱͲͷΑ͏ͳܗͳͷ͔Λཧղ͢Δ
σʔλͷྗΛۀͷຯํʹʂ͓͖͍ͬͯͨσʔλར׆༻ͷࣝͱࣄྫ1. ͳͥɺߦʹ͓͍ͯσʔλΛ͏ඞཁ͕͋Δͷ͔ …132. ߦσʔλͷެ։͕ͨΒࣾ͢ձతΠϯύΫτ …483. ࡦཱҊͷͨΊͷσʔλੳϓϩηε …924. ிͰຽؒͰ׆༻͍͢͠σʔλ࡞ΓͷϙΠϯτ …1235. ࢀߟࢿྉɾαΠτ …1372022-11-07 Sayoko Shimoyama, LinkData 4
࣭ɾίϝϯτ༻πʔϧɿsli.donຊݚमͰɺsli.doͱ͍͏αʔϏεΛͬͯɺ࣭͝ɾ͝ҙݟɾ͝ײΛࣗ༝ʹॻ͖ࠐΜͰ͚·͢ɻnಗ໊ɾχοΫωʔϜOKͰ͢ʂ ϒϥβͰ sli.do ͱೖྗͯ͠τοϓϖʔδʹΞΫηε ίʔυkdk1107 Λೖྗ63-·ͨ23ίʔυͰΞΫηε͢Δ߹ͪ͜Βˠhttps://app.sli.do/event/wJtC8g8XMVQnGSe3P369UkSayoko Shimoyama, LinkData 52022-11-07
2022-11-07 Sayoko Shimoyama, LinkData 6DXσδλϧτϥϯεϑΥʔϝʔγϣϯʢมֵʣ
2022-11-07 Sayoko Shimoyama, LinkData 7DXσδλϧτϥϯεϑΥʔϝʔγϣϯʢมֵʣ!"#$%&'(")*
2022-11-07 Sayoko Shimoyama, LinkData 8DX!"#$%&'()
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2022-11-07 Sayoko Shimoyama, LinkData 11X͍͔ʹɺτϥϯεϑΥʔϝʔγϣϯʢมֵʣΛਐΊΔ͔Dσδλϧͷྗ͏ͦΕҎ֎ͷ৭ʑͳྗ͏
2022-11-07 Sayoko Shimoyama, LinkData 12X͍͔ʹɺτϥϯεϑΥʔϝʔγϣϯʢมֵʣΛਐΊΔ͔Dσδλϧͷྗ͏σʔλͷྗ͏Data
ͳͥɺߦʹ͓͍ͯσʔλΛ͏ඞཁ͕͋Δͷ͔ 4BZPLP4IJNPZBNB -JOL%BUB
ߦʹ͓͍ͯσʔλΛ͏ۀͱʁ nσδλϧલఏͷ࣌ɺใશͯσʔλͱͯ͠ѻΘΕΔn͜ͷઌσʔλͱແԑͰ͍ΒΕΔ՝ແ͍nσʔλ = γε෦ʹͤΕྑ͍ͱ͍͏Θ͚Ͱͳ͍2022-11-07 Sayoko Shimoyama, LinkData 14͑ɿશͯͷ՝ͷۀ౷ܭICTࡒ੫etc…
σδλϧԽࡾݪଇσδλϧٕज़Λ׆༻ͨ͠ߦͷਪਐͷجຊݪଇᶃσδλϧϑΝʔετw σδλϧٕज़Λపఈతʹ׆༻͠ɺσδλϧॲཧΛલఏͱͨ͠αʔϏεઃܭΛߦ͏ᶄϫϯεΦϯϦʔw Ұఏग़ͨ͠ใɺೋఏग़͢Δ͜ͱΛෆཁͱ͢ΔᶅίωΫςουɾϫϯετοϓw ຽؒαʔϏεΛؚΊɺෳͷखଓɾαʔϏεΛϫϯετοϓͰ࣮ݱ͢Δ15ग़యɿσδλϧखଓ๏ͷ֓ཁʢྩݩ12݄ࢪߦʣhttps://www.kantei.go.jp/jp/singi/it2/hourei/digital.htmlੈք࠷ઌσδλϧࠃՈએݴɾຽσʔλ׆༻ਪਐجຊܭը(ྩݩ6݄14ֳܾٞఆ) ༻ޠू http://www.kantei.go.jp/jp/singi/it2/decision.htmlखଓ͖ͷϑϩʔ࿈ܞใͷ͏ͪɺͲ͔͜ՕॴͰσʔλԽग़དྷ͍ͯͳ͍ͱ࣮ݱෆՄೳ2022-11-07 Sayoko Shimoyama, LinkData
σδλϧॲཧΛ͢ΔͨΊʹɺใΛίϯϐϡʔλ͕ॲཧͰ͖Δσʔλͱͯ͠ѻ͏ඞཁ͕͋Δ2022-11-07 SAYOKO SHIMOYAMA, LINKDATA 16
ҧ͍Λฉ͔ΕͨΒઆ໌Ͱ͖·͔͢ʁσʔλ ใ4":0,04)*.0:"." -*/,%"5"
σʔλͱʁ*40ٴͼ+*4ن֨ʹΑΔఆٛ"SFJOUFSQSFUBCMFSFQSFTFOUBUJPOPGJOGPSNBUJPOJOBGPSNBMJ[FENBOOFSTVJUBCMFGPSDPNNVOJDBUJPO JOUFSQSFUBUJPO PSQSPDFTTJOHz*40*&$ IUUQTXXXJTPPSHPCQVJJTPTUEJTPJFDFEFOຊۀن֨ʮ9ใॲཧ༻ޠجຊ༻ޠʯIUUQLJLBLVSVJDPNY9IUNM 4":0,04)*.0:"." -*/,%"5" ใͷදݱͰ͋ͬͯɺୡɺղऍ·ͨॲཧʹద͢ΔΑ͏ʹܗࣜԽ͞Εɺ࠶ใͱͯ͠ղऍͰ͖Δͷ
ใͱʁ*40ٴͼ+*4ن֨ʹΑΔఆٛ,OPXMFEHFDPODFSOJOHPCKFDUT TVDIBTGBDUT FWFOUT UIJOHT QSPDFTTFT PSJEFBT JODMVEJOHDPODFQUT UIBUXJUIJOBDFSUBJODPOUFYUIBTBQBSUJDVMBSNFBOJOH*40*&$ IUUQTXXXJTPPSHPCQVJJTPTUEJTPJFDFEFOຊۀن֨ʮ9ใॲཧ༻ޠجຊ༻ޠʯIUUQLJLBLVSVJDPNY9IUNM 4":0,04)*.0:"." -*/,%"5" ࣄ࣮ɼࣄɼࣄɼաఔɼணͳͲͷରʹؔͯ͠Γಘͨ͜ͱͰ͋ͬͯɼ֓೦ΛؚΈɼҰఆͷจ຺தͰಛఆͷҙຯΛͭͷɻ
2022-11-07σʔλɺใΛܗࣜԽͨ͠ͷσʔλ ใ࠶ใͱͯ͠ղऍͰ͖ΔͷSayoko Shimoyama, LinkData 20
2022-11-07ࣈ40Sayoko Shimoyama, LinkData 21
2022-11-07ใߕࢢॴͰ20221݄23ʹ։࠵͞ΕͨσʔλੳϫʔΫγϣοϓͷࢀՃొऀਓͰ͢ɻSayoko Shimoyama, LinkData 22
2022-11-07σʔλϫʔΫγϣοϓ։࠵ϫʔΫγϣοϓ։࠵ॴࢀՃొऀ ߕࢢॴ Sayoko Shimoyama, LinkData 23
ใ⇄σʔλํʹมՄೳ2022-11-07 Sayoko Shimoyama, LinkData 24ϫʔΫγϣοϓ։࠵ϫʔΫγϣοϓ։࠵ॴࢀՃొऀ ߕࢢॴ ߕࢢॴͰ20221݄23ʹ։࠵͞ΕͨσʔλੳϫʔΫγϣοϓͷࢀՃొऀਓͰ͢ɻ
σʔλԽ͢Δ͜ͱͰଞͷσʔλͱΈ߹ΘͤΒΕΔ2022-11-07৽͍͠ʮใʯ͕औΓग़ͤΔSayoko Shimoyama, LinkData 25Qɿ֤ϫʔΫγϣοϓͷʮΩϟϯηϧʯͲͷ͘Β͍ʁ3035402429340 5 10 15 20 25 30 35 40 45ϫʔΫγϣοϓผ ࢀՃऀͷൺֱࢀՃऀ ࢀՃొऀ2022-01-232022-02-062022-02-25
σʔλੳ = σʔλ͔Βݱঢ়Ѳஅʹ͏ͨΊͷใΛҾ͖ग़͢͜ͱ2022-11-07 Sayoko Shimoyama, LinkData 26Ωϟϯηϧ3035402429340 5 10 15 20 25 30 35 40 45ϫʔΫγϣοϓผ ࢀՃऀͷൺֱࢀՃऀ ࢀՃొऀ2022-01-232022-02-062022-02-25
ϙΠϯτɿ%ɾ*ɾ,ɾ8ͷͭͳ͕ΓΛҙࣝ͢Δ8JTEPNʢܙʣ,OPXMFEHFʢࣝʣ*OGPSNBUJPOʢใʣ%BUBʢσʔλʣ 4BZPLP4IJNPZBNB -JOL%BUB Ձաڈະདྷʮσʔλʯɺ୯ͳΔʢࣄ࣮ঢ়گΛද͢ʣࣈจࣈྻͷू·ΓͰɺͦΕ͚ͩͰҙຯΛ࣋ͨͳ͍ɻσʔλॲཧʹΑͬͯಘΒΕΔʮใʯʹͳͬͯ͡ΊͯɺҙຯΛ࣋ͭͷʹͳΔɻใΛੵؔ͠࿈͚Δ͜ͱͰɺʮࣝʯͱͯ͠ࣄͷنଇੑΛཧղͰ͖ΔɻࣝΛ׆༻ͯ͠அ͕Ͱ͖Δঢ়ଶʹͳΔͱʮܙʯͱݺΔͷʹͳΔɻ
DIKWϞσϧʹͯΊͨྫ8JTEPNʢܙʣ,OPXMFEHFʢࣝʣ*OGPSNBUJPOʢใʣ%BUBʢσʔλʣ2022-11-07 Sayoko Shimoyama, LinkData 28Ձաڈະདྷ֤ϫʔΫγϣοϓͷొऀͱࢀՃऀ֤ϫʔΫγϣοϓͷΩϟϯηϧϫʔΫγϣοϓͷΩϟϯηϧେମຖճʙ͘Β͍࣍ճ͔Βఆһʙ͘Β͍ଟΊʹਃࠐΛड͚͚ͯେৎͦ͏
ҙɿʮܙʯ߃ٱతͳͷͰͳ͍nݱͰΠϕϯτΛߦͳ͍ͬͯͨ࣌ͱΦϯϥΠϯΠϕϯτͰΩϟϯηϧมΘΔͷͰʁnࢀՃऀ͕શવҧ͏Πϕϯτͷ߹ʁมԽʹରԠͯ͠ʮܙʯΛΞοϓσʔτ͢ΔͨΊʹɺDIKWΛߦͬͨΓདྷͨΓ͢Δඞཁ͕͋Δ2022-11-07 Sayoko Shimoyama, LinkData 29
2022-11-07 Sayoko Shimoyama, LinkData 30ͨΓલͷ͜ͱΛσʔλͰ֬ೝͯ͠ҙຯ͕ͳ͍ͷͰʁüࣗʹͱͬͯͨΓલͰଞਓ͕ಉ͡ೝࣝͱݶΒͳ͍üવͱࢥ͍ͬͯΔ͜ͱ͕ࢥ͍ࠐΈʹΑΔצҧ͍ͷՄೳੑ͋Δ
ࢮࣄނʹૺ͏֬Ͳͷ͘Β͍ʁඈߦػࣄނ ࣗಈंࣄނ2022-11-07 Sayoko Shimoyama, LinkData 31
࣮ࡍʹࢮࣄނʹૺ͏֬ΛௐͯΈΔͱ…ඈߦػࣄނ0.00004%ࣗಈंࣄނ0.00279%2022-11-07 Sayoko Shimoyama, LinkData 32ͷࠃͷࣗಈंަ௨ࣄނʹΑΔࢮऀɿ ૯ਓޱɿ ग़యݩɿܯࢹி ૯ল౷ܭہʹੈքͰൃੜͨ͠ඈߦػࣄނ݅ɿؒ૯ϑϥΠτɿ ग़యݩɿ"WJBUJPO4BGFUZ/FUXPSLສ݅ʹճى͜Δ֬ສ݅ʹճى͜Δ֬ඈߦػͷഒ
ʮՄ༻ੑώϡʔϦεςΟοΫʯʹΑ࣮ͬͯࡍΑΓଟ͘ى͜ΔΑ͏ʹײͯ͡͠·͏nਓɺ͋ΔࣄྫΛࢥ͍ු͔͚͢Εɺى͜Γ͍͢ͱஅ͍͕͋͢͠Δnೝࣝɺཧղɺܾఆͷࡍʹɺࢥ͍ग़͍͢͠ใ͚ͩʹج͍ͮͯஅ͢ΔΛʮՄ༻ੑώϡʔϦεςΟοΫ(Availability heuristic)ʯͱݺͿnਓ͕ؕΓ͍͢ʮೝόΠΞεʯͷ͏ͪͷ1ͭ2022-11-07 Sayoko Shimoyama, LinkData 33ඈߦػࣄނେ͖͘ใಓ͞ΕΔ͜ͱ͕ଟ͘ɺҹʹΓ͍͢
ೝόΠΞεແҙࣝͳࢥߟͷภΓɾޡΓೝόΠΞεʢDPHOJUJWFCJBTʣͱɺਓ͕نൣ߹ཧੑ͔Β֎ΕͨஅΛͯ͠͠·͏࣌ͷయܕతͳύλʔϯͷ૯শ2022-11-07 SAYOKO SHIMOYAMA, LINKDATA 34
ೝόΠΞεͷྫᶃɿΞϯΧϦϯάޮՌ2022-11-07 Sayoko Shimoyama, LinkData 35
ೝόΠΞεͷྫᶄɿαϯΫίετʢຒඅ༻ʣ2022-11-07 Sayoko Shimoyama, LinkData 36
ೝόΠΞεආ͚ΒΕͳ͍ࣗɺଞਓɺೝࣝஅʹৗʹೝόΠΞε͕͔͔͍ͬͯΔՄೳੑ͕͋Δͱ͍͏લఏͰ͍Δඞཁ͕͋Δ2022-11-07 Sayoko Shimoyama, LinkData 37
ೝόΠΞεରࡦͲ͏͢ΕόΠΞε͕͔͔͍ͬͯΔ͜ͱʹؾ͖ɺਖ਼͍͠அʹۙ͘͜ͱ͕ग़དྷΔͷ͔ʁ2022-11-07 Sayoko Shimoyama, LinkData 38ओ؍తͳใ͚ͩͰͳ͘ɺ٬؍తͳใΛ͏
Λ͏ͱ٬؍ੑ͕ߴ·Δྫʣ͋Δࢢʹ͓͚Δٹٸୂһ๊͕͍͑ͯͨ՝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
Λ͏ͱ٬؍ੑ͕ߴ·Δࢢͷ֤ୂͷୂһ1ਓ͋ͨΓͷग़ಈ݅※ Λࢉग़ͯ͠ൺֱ※༻σʔλɿফใͷؒٹٸग़ಈ݅×֤ୂͷଐਓ࠷େͰ7.75ഒͷࠩ2022-11-07 Sayoko Shimoyama, LinkData 40n ࣈݴ༿ΑΓղऍͷ෯͕ڱ͍n ղऍͷᴥᴪ͕ݴ༿ʹൺͯى͜Γʹ͍͘n ཱͷҟͳΔਓͷؒͰͷೝࣝͷ͢Εҧ͍ΛݮΒ͢ޮՌ͕ظͰ͖Δग़యݩɿ$PEFGPS+BQBOσʔλΞΧσϛʔʹ͓͚Δ࣏ࣗମͷνʔϜͷൃදࢿྉ
ױऀͷੜଘ٬؍తͳσʔλͳ͠ͰઐՈͰ͋ͬͯஅΛؒҧ͏͜ͱ͕͋ΔnEBPMɿEvidence BasedPolicy Making…ΤϏσϯεʢ͔֬ͳࠜڌʣʹج͍ͮͨࡦཱҊnEBPMҩֶʢEvidenceBased Medicineʣ͔Βੜͨ͠ߟ͑ํ• 1989ɺ࣌Ұൠతʹ༻͞Ε͍ͯͨෆ຺ͷༀͷޮՌΛσʔλΛऔͬͯݕূͨ͠ͱ͜Ζɺ༻ʹΑͬͯࢮ͕ߴ·Δ͜ͱ͕໌2022-11-07 Sayoko Shimoyama, LinkData 41࣌Ұൠతͳෆ຺ͷༀϓϥηϘʢِༀʣܦݧతࣝͷΈͰஅ͢Δ͜ͱͷةݥੑ
σʔλʹج͔ͮͳ͍ࢪࡦຽؒྍ๏ͱಉ͡σʔλΛ׆༻ͤͣʹɺܦݧצ׳ྫͷΈͰࢪࡦΛਐΊΔͷɺຽؒྍ๏ͰපؾΛ࣏ͦ͏ͱ͢ΔΑ͏ͳͷ2022-11-07 Sayoko Shimoyama, LinkData 42
σʔλੳ݁Ռ͕ܦݧΧϯΛӽ͑ͨྫɿPredPolʢถࠃͷ൜ࡑൃੜ༧ଌγεςϜʣnPredPol ΧϦϑΥϧχΞେֶͷݚڀάϧʔϓ͕։ൃͨ͠൜ࡑ༧ଌγεςϜnաڈͷେͳ൜ࡑใͷσʔλϕʔεΛͱʹɺকདྷʮ͍ͭɺͲ͜Ͱʯ൜ࡑ͕ى͖Δͷ͔ɺػցֶशΛϕʔεʹ༧ଌnϩαϯθϧεࢢܯͷϓϩͷ൜ࡑੳͱPredPolͷ༧ଌΛൺֱͨ͠ͱ͜Ζɺ൜ࡑੳʹൺ̎ഒҎ্PredPolͷํ͕ਖ਼֬ʹ༧ଌͰ͖ͨ2022-11-07 Sayoko Shimoyama, LinkData 43ैདྷͷܦݧΧϯཔΓͷํ๏Ͱͳ͘ɺσʔλʹجͮ͘٬؍తͳࠜڌ͔Βஅ͢Δํ๏γϑτhttps://www.predpol.com/
σʔλͰࠜڌΛࣔ͢͜ͱͰ߹ҙܗΛਐΊͨྫɿεʔύʔϒϩοΫߏʢόϧηϩφࢢʣnόϧηϩφͰࣗಈंͷަ௨ྔ͕ଟ͘ɺԚછ࣭CO2ɺ૽ԻͳͲʹΑΔެ͕՝ʢWHOͷج४աঢ়ଶʣnʮࢢຽத৺ࢢʯΛίϯηϓτʹ͔͔͛ɺஈ֊తʹं͕௨ΕΔಓΛ੍ݶ͢ΔܭըΛ࣮ࢪʢ2015ʙʣ2022-11-07 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.
2022-11-07 Sayoko Shimoyama, LinkData 45ग़యɿAjuntament de Barcelona, SUPERBLOCK BARCELONA: Towards the city we want, 2021https://ajuntament.barcelona.cat/superilles/sites/default/files/20210202_Superblock_Barcelona_web.pdf
σʔλͰࠜڌΛࣔ͢͜ͱͰ߹ҙܗΛਐΊͨྫɿεʔύʔϒϩοΫߏʢόϧηϩφࢢʣnަ௨ྔڥʹؔ͢ΔηϯγϯάσʔλΛ༻͍ͨੳΛ࣮ࢪnܭը͕ਐΜͩ߹ʹͲͷ͘Β͍͕վળ͢Δͷ͔ɺ۩ମతͳͰࣔ͢͜ͱͰ߹ҙܗΛਪਐ2022-11-07 Sayoko Shimoyama, LinkData 46ަ௨ྔ͕21%ݮ94%ͷࢢຽ͕ةݥͳϨϕϧͷཻࢠঢ়࣭ʹࡽ͞ΕΔ͜ͱͳ͘ͳΔ73.5%ͷࢢຽʮ65σγϕϧҎ্ͷ૽ԻʯΛܦݧͤͣʹ͢Ήσʔλग़యɿIUUQTDJUJFTPGUIFGVUVSFFVTVQFSCMPDLTCBSDFMPOBBOTXFSUPDBSDFOUSJDDJUZ
߹ҙܗͷͨΊʹσʔλΛ͏σʔλΛΘͳͯ͘ࣄۀਐΊΒΕΔnࣗҰਓͰ͋Ε͕ࣗೲಘͯ͠ਐΊΒΕΕԿͰྑ͍nτοϓ͕શݖݶΛ࣋ͭܗͷνʔϜ৫Ͱ͋Εɺσʔλ͕ແͯ͘ਐΉརͷҟͳΔؔऀ͕͍Δͱਐ·ͳ͘ͳΔnޮՌɺةػײͱ͍ͬͨײ֮ͦͷͷଞਓͱڞ༗Ͱ͖ͳ͍nݱঢ়ೝ͕ࣝ߹Θ͍ͣͭ·Ͱܦ͕ͬͯٞฏߦઢʹͳΔ͜ͱఆྔσʔλΛͬͯೝࣝͷ͢Εҧ͍ΛݮΒ͢nࣈݴ༿ΑΓղऍͷ෯͕ڱ͍nͰఆྔతʹࣔ͢͜ͱͰղऍͷᴥᴪ͕ݴ༿ʹൺͯى͜Γʹ͍͘2022-11-07 Sayoko Shimoyama, LinkData 47
ߦσʔλͷެ։͕ͨΒࣾ͢ձతΠϯύΫτ 4BZPLP4IJNPZBNB -JOL%BUB
σʔλͷΈ߹Θͤ৽ͨͳՁΛੜΉnαϯϑϥϯγείࢢͰɺҿ৯ళʹର࣮ͯ͠ࢪͨ͠อ݈Ӵੜݕࠪͷ݁ՌΛσʔλͱͯ͠ެ։͍ͯ͠Δn:FMQͦΕΛαʔϏεʹऔΓࠐΈɺ l)FBMUI 4DPSFzͱͯ͠ຬͷείΞʹม͠ɺ֤ҿ৯ళͷϨϏϡʔϖʔδʹදࣔ 4BZPLP4IJNPZBNB -JOL%BUB
4BZPLP4IJNPZBNB -JOL%BUB ӴੜείΞɿ
4BZPLP4IJNPZBNB -JOL%BUB :FMQϢʔβʔʹΑΓ҆৺ɾ҆શΛಧ͚ΒΕΔαʔϏεΛఏڙՄೳʹۙͷอ݈Ӵੜݕࠪʹ͓͍ͯҧ͕߲͋ͬͨ:FMQͰӴੜཧͷධՁͱͯ͠ l)FBMUI4DPSFzΛදࣔ
αϯϑϥϯγείࢢ º :FMQ͔Βݟ͑Δσʔλ͕ͨΒࣾ͢ձมֵ͠αϯϑϥϯγείࢢ͕Ӵੜௐࠪ݁ՌΛαΠτͰެද͍ͯ͠Δ͚ͩͩͬͨΒʁҰ෦ͷਓ͔͠ݟʹདྷͳ͍͠:FMQ͕ಠࣗʹҿ৯ళΛධՁ͢ΔείΞΛ͚͍ͯͨΒʁެฏੑ͕୲อ͞Εͳ͍ڧΈɿళฮͷӦۀσʔλޱίϛσʔλΛूΊͯɺଟ͘ͷϢʔβ͕ू·ΔΛ͍࣋ͬͯΔڧΈɿࢢຽͷ҆શΛकΔͨΊʹ࣮ࢪͨ͠ௐࠪ݁Ռͱͯ͠ɺެฏͳσʔλΛఏڙͰ͖Δσʔλ͕ڞ༗͞ΕΔ͜ͱͰʮ৫Λ͑ͯಘҙΛ୲Ͱ͖ΔࣾձʯʹͳΔ4":0,04)*.0:"." -*/,%"5"
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ΦʔϓϯσʔλͱʮσʔλͷҰൠ։์ʯྫʣମҭؗͷҰൠ։์lࢢຽͷͨΊʹ։์͢ΔlͩΕͰແྉͰࣗ༝ʹ͑Δlʮചਓ͓அΓʯͱ͔͠ͳ͍lͨͩ͠ɺ๏Ͱې͡ΒΕ͍ͯΔ͜ͱવڐՄ͞Εͳ͍ 4BZPLP4IJNPZBNB -JOL%BUBOPENDATA
Webʹެ։͍ͯ͠Δσʔλ≠ ΦʔϓϯσʔλnߦػؔͷWebαΠτʹܝࡌ͞Ε͍ͯΔίϯςϯπஶ࡞ݖͷରͰ͋ΓɺجຊతʹແஅͰෳɾస༻Ͱ͖ͳ͍nΦʔϓϯσʔλͱͯ͠ެ։͢Δࡍɺࣗ༝ʹ͑ΔσʔλͰ͋ΔࢫΛ໌ࣔ͢Δඞཁ͕͋ΔSayoko Shimoyama, LinkData 2022-11-07 56ຊαΠτ্ͷใʹ͍ͭͯɺݪଇͱͯ͠ߕࢢ͕ஶ࡞ݖΛ༗͍ͯ͠·͢ɻ๏ͰೝΊΒΕͨ߹Λআ͖ɺແஅͰస༻ɾҾ༻͢Δ͜ͱΛې͡·͢ɻ
ใެ։੍㱠Φʔϓϯσʔλग़యɿCC BY 4.0 ֳIT૯߹ઓུࣨ, ʮΦʔϓϯσʔλΛ͡ΊΑ͏ʙํެڞஂମͷͨΊͷ࠷ॳͷखҾॻʙʯʢ20216݄15ʣhttps://cio.go.jp/policy-opendata#guideline4":0,04)*.0:"." -*/,%"5" ߲ Φʔϓϯσʔλ ใެ։੍త ެతػ͕ؔอ༗͢ΔσʔλΛɺػցಡʹదͨ͠ܗࣜͰΠϯλʔωοτ্Ͱެ։͠ɺ ࠃຽࢀՃɾຽڠಇͷਪਐΛ௨ͨ͡ॾ՝ͷղܾɺܦࡁͷ׆ੑԽɺ ߦͷߴԽɾޮԽɺ ಁ໌ੑɾ৴པੑͷ্ΛਤΔɻߦͷಁ໌ԽΛਤΔͨΊʹྫʹج͍ͮͯॅຽ͔Βͷެ։ٻͷखଓ͖ʹΑΓɺߦจॻͷࣸ͠Λٻऀʹఏڙ͢Δɻର ํެڞஂମ͕อ༗͢Δೋ࣍ར༻͕ೝΊΒΕΔใʢσʔλʣʢ֤ํެڞஂମͷใެ։ྫʹجͮ͘ඇ։ࣔใΛআ͘ʣߦจॻೋ࣍ར༻ $$ϥΠηϯεͳͲΛ࠾༻͓ͯ͠Γɺ༻ར༻ΛؚΊೋ࣍ར༻ՄೳɻํެڞஂମʹΑΓѻ͍͕ҟͳΔʢ༻ར༻ΛؚΊೋ࣍ར༻ʹ੍ݶΛઃ͚͍ͯΔ߹͕͋Δʣɻഔମ $47&YDFMͳͲػցಡՄೳͳσʔλͰఏڙ͞ΕΔɻ"1*Λར༻͢Δ͜ͱͰࣗಈΞΫηεʢΞϓϦ͔ΒͷΞΫηεʣʹରԠ͍ͯ͠Δ߹͋Δɻ௨ৗߦจॻͷ͕ࣸ͠௨ৗࢴഔମͰఏڙ͞ΕΔ͕ɺΦϯϥΠϯ$%30.ʹΑΓిࢠσʔλͰఏڙ͞ΕΔ߹͋Δɻిࢠσʔλͷ߹Ͱ͋ͬͯɺσʔλܗࣜจॻઐ༻ιϑτͰ࡞͞Εͨ··ͷͷ͕ଟ͘ɺҰൠతʹػցಡੑ͍ɻ࣌ؒ ϗʔϜϖʔδϙʔλϧαΠτ͔Βμϯϩʔυ͢ΔͨΊɺ΄ͱΜͲ͕͔͔࣌ؒΒͳ͍ɻ։ܾࣔఆ։ࣔٻ͔ΒҰఆظؒʢͳͲʣΛཁ͢ΔͨΊɺใͷೖखʹ࣌ؒΛཁ͢Δɻඅ༻ ར༻ऀͷෛ୲ͳ͠ɻ ίϐʔͷ࣮අʹ͍ͭͯਃऀ͕ෛ୲͢Δํެڞஂମ͕ଟ͘ɺίϐʔΛΘͳ͍ӾཡͷΈͰ͋ͬͯඅ༻Λऩ͢Δํެڞஂମ͋Δɻखଓ͖ ϗʔϜϖʔδϙʔλϧαΠτͳͲΠϯλʔωοτ্ʹެ։͞Ε͍ͯΔͨΊɺखଓ͖ෆཁɻͲ͔͜ΒͰɺ୭Ͱࣗ༝ʹར༻͢Δ͜ͱ͕Մೳɻ։ࣔͷٻͷ΄͔ɺ։ࣔͷํ๏ྫͰఆΊΒΕ͍ͯΔࣄ߲Λਃ͠ग़ΔͳͲͷखଓ͖͕ඞཁɻҰ෦ͷํެڞஂମͰɺ֘ҬͷॅຽʹਃΛݶఆ͍ͯ͠Δͱ͜Ζ͕͋Δɻ
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ҭͳͼʙσʔληοτΛ౷߹ɺࢠҭͯใ৴ΛύʔιφϥΠζʙnࢠҭͯؔ࿈ͷσʔλΛσʔλཧج൫ɿ%BUBTIFMGͰ౷߹͠ɺΦʔϓϯσʔλԽnࢠҭͯੈଳʹ͚ͯύʔιφϥΠζͨ͠ใ৴ΛՄೳʹ4BZPLP4IJNPZBNB -JOL%BUB ډॅΤϦΞɺࢠڙͷྸͳͲʹԠͯ͡ɺύʔιφϥΠζ͞Εͨใ͕ಧ͘Solutionhttps://datashelf.jp/˞Լࢁͷॴଐاۀͷࣄྫຽڠಇͷࣄྫᶄ
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୩মΦʔϓϯσʔλΛͬͨॅจॅͷ০ʹར༻ʢ͓٬༷͕ΜͰར༻ʣݱࡏ4౩ը૾ɿCC BY 4.0 ʮγϏοΫςοΫίϛϡχςΟͱγϏοΫςοΫϏδωε -CIVIC TECH FORUM 2018 ొஃࢿྉ -ʯౡ ݈Ұࢯ2022-11-07 Sayoko Shimoyama, LinkData 78ຽڠಇͷࣄྫᶆ
OpenPhotoɿࣸਅΦʔϓϯσʔλͷڞ༗nࣸਅͷΦʔϓϯσʔλԽΛαϙʔτ͢ΔϑΥτΫϥυαʔϏεn࣏ࣗମ1TB·Ͱແঈnhttps://openphoto.jp/79Sayoko Shimoyama, LinkData2022-11-07
OpenPhoto: ຽؒاۀෳ͕ࣾதܧ͢ΔܗͰΤϯυϢʔβʹใΛಧ͚ΔϞσϧn ਐࢢͱඌுѴࢢ͕OpenPhotoʹެ։ͨ͠ެԂͷࣸਅΛΞΫτΠϯσΟגࣜձ͕ࣾʮࢠͲͱ͓Ͱ͔͚ใαΠτɿ͍͜ʔΑʯʹͯ׆༻80ඌுѴࢢ ඌுѴࢢ0QFO1IPUP͍͜ʔΑʢΞΫτΠϯσΟʣਐࢢ ਐࢢ0QFO1IPUP2022-11-07 Sayoko Shimoyama, LinkData
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ࣄྫɿGISΛར༻ͨ͠ੳʹجͮ͘ࡦཱҊʢձएদࢢʣग़యɿCode for Japan Summit2021ʮ౦ຊେࡂΛ͖͔͚ͬʹੜͨ͠ձएদࢢ౷߹GISͷͦͷޙʯhttps://summit2021.code4japan.org/programs/d5c764e598f4499291f253f0cd166f12Sayoko Shimoyama, LinkData 2022-11-07 101
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ࣄྫɿGISΛར༻ͨ͠ੳʹجͮ͘ࡦཱҊʢձएদࢢʣग़యɿCode for Japan Summit2021ʮ౦ຊେࡂΛ͖͔͚ͬʹੜͨ͠ձएদࢢ౷߹GISͷͦͷޙʯhttps://summit2021.code4japan.org/programs/d5c764e598f4499291f253f0cd166f12Sayoko Shimoyama, LinkData 2022-11-07 104
ࣄྫɿGISΛར༻ͨ͠ੳʹجͮ͘ࡦཱҊʢձएদࢢʣग़యɿCode for Japan Summit2021ʮ౦ຊେࡂΛ͖͔͚ͬʹੜͨ͠ձएদࢢ౷߹GISͷͦͷޙʯhttps://summit2021.code4japan.org/programs/d5c764e598f4499291f253f0cd166f12Sayoko Shimoyama, LinkData 2022-11-07 105
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Well-Being= ମతɾਫ਼ਆతɾࣾձతʹྑͳঢ়ଶʹ͋Δ͜ͱ݈߁ͱɺපؾͰͳ͍ͱ͔ɺऑ͍ͬͯͳ͍ͱ͍͏͜ͱͰͳ͘ɺମతʹɺਫ਼ਆతʹɺ ͦͯࣾ͠ձతʹɺ͕ͯ͢ຬͨ͞Εͨঢ়ଶ(Well-Being)ʹ͋Δ͜ͱ(WHOʹΑΔఆٛ)118 2022-11-07 SAYOKO SHIMOYAMA, LINKDATA
2022-11-07 Sayoko Shimoyama, LinkData 119Ұൠࣾஂ๏ਓεϚʔτγςΟɾΠϯεςΟςϡʔτʮLiveable Well-Being City ࢦඪ ͝հͱ׆༻ʹ͍ͭͯʯhttps://www.sci-japan.or.jp/LWCI/index.html
2022-11-07 Sayoko Shimoyama, LinkData 120Ұൠࣾஂ๏ਓεϚʔτγςΟɾΠϯεςΟςϡʔτʮLiveable Well-Being City ࢦඪ ͝հͱ׆༻ʹ͍ͭͯʯhttps://www.sci-japan.or.jp/LWCI/index.html
2022-11-07 Sayoko Shimoyama, LinkData 121Ұൠࣾஂ๏ਓεϚʔτγςΟɾΠϯεςΟςϡʔτʮLiveable Well-Being City ࢦඪ ͝հͱ׆༻ʹ͍ͭͯʯhttps://www.sci-japan.or.jp/LWCI/index.html
ఆྔతͳࢦඪΛ༻͍ͯݱঢ়ΛѲ͠ɺඪΛઃఆͯ͠ਐΛཧ͢Δग़యɿσδλϧަ௨ࣾձͷ͋Γ͔ͨʹؔ͢Δݚڀձʢୈ3ճʣࢿྉ5 ʮWell Beingͷࢹ͔Βߟ͑ΔϞϏϦςΟ Liveable WellBeing City Indicatorͷ׆༻ʯʢೆӢ༷ ͝ൃදࢿྉʣhttps://www.digital.go.jp/councils/e617a8c6-f884-4fad-b27f-cc1cbba04982/Sayoko Shimoyama, LinkData 2022-11-07 122
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Ұൠࣾஂ๏ਓϦϯΫσʔλදཧࣄ Լࢁ ࣿࢠEmail: [email protected]ຊࢿྉʹؔ͢Δ࣭͝ɾ͝ҙݟɺσʔλ׆༻ݚमɾϫʔΫγϣοϓ։࠵ͷ͝૬ஊͳͲͪ͜Β͓د͍ͤͩ͘͞ɻ 4BZPLP4IJNPZBNB -JOL%BUB
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