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ࠓͦ͜ɺ ΦʔϓϯσʔλͰ σδλϧࣾձ΁ Ξοϓσʔτʂ 下⼭紗代⼦ Ұࣾ ϦϯΫσʔλ ୅දཧࣄ σδλϧி σʔλεϖγϟϦετ $PEFGPS:0,0)"." ෭୅ද 5IV +#QSFTT ୈճެڞ%9ϑΥʔϥϜ QIPUP౦ژ౎ 4LZUSFF BTJMMZ $$#:

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ࠓͦ͜ɺΦʔϓϯσʔλͰ σδλϧࣾձ΁Ξοϓσʔτʂ ͦͷσʔλ͸ ͋ͳͨͷࢲ෺ Ͱ͸ͳ͍ ͦͷσʔλͷՁ஋ ΛܾΊΔͷ͸ ͋ͳͨͰ͸ͳ͍ ߦ੓͚ͩͰ શ෦ରԠ ͠Α͏ͱ͠ͳ͍ ΦʔϓϯσʔλͰ ແବͳରԠίετΛ ݮΒ͢ Φʔϓϯσʔλ ͚ͩΛ ਐΊΑ͏ͱ͠ͳ͍ ໫Ͱ͸ͳ͘ ถ Λ͍ͩ͘͞ 2022-02-17 Sayoko Shimoyama, LinkData 2

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ͦͷσʔλ͸ ͋ͳͨͷࢲ෺ Ͱ͸ͳ͍ 2022-02-17 Sayoko Shimoyama, LinkData 3 1

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“Open By Default” ೥ (ʮΦʔϓϯσʔλݑষʯʹΑΔࠃࡍతͳ߹ҙ ʮ੫ۚΛ࢖ͬͯ࡞ΒΕͨσʔλ͸શͯ ެڞࡒͱͯ͠ެ։͢Δ΂͖Ͱ͋Δʯ ͱ͍͏ߟ͑ํΛݪଇͱͯ͠࠾༻ 2022-02-17 Sayoko Shimoyama, LinkData 4

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“Φʔϓϯσʔλ” ͱ͸ɺ ݩʑօ͞Μͷ΋ͷͩͬͨσʔλΛ ฦ͢͜ͱͩͱߟ͍͑ͯ·͢ɻ - Miquel Mateu, Open Data Manager of Barcelona City 2022-02-17 14-18 June 2016, World Data Viz Challenge 2016, Barcelona Sayoko Shimoyama, LinkData

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Φʔϓϯσʔλͷఆٛ ࠃɺ஍ํެڞஂମٴͼࣄۀऀ͕อ༗͢Δ׭ຽσʔλͷ͏ͪɺࠃຽ୭΋͕Πϯλʔωοτ౳Λ௨ͯ͡༰қ ʹར༻ʢՃ޻ɺฤूɺ࠶഑෍౳ʣͰ͖ΔΑ͏ɺ࣍ͷ͍ͣΕͷ߲໨ʹ΋֘౰͢ΔܗͰެ։͞ΕͨσʔλΛ Φʔϓϯσʔλͱఆٛ͢Δ ʲग़యʳʮΦʔϓϯσʔλجຊࢦ਑ʯฏ੒29೥5݄30೔ ߴ౓৘ใ௨৴ωοτϫʔΫࣾձਪਐઓུຊ෦ɾ׭ຽσʔλ׆༻ਪਐઓུձܾٞఆ 1. Ӧར໨తɺඇӦར໨తΛ໰Θͣ ೋ࣍ར༻Մೳͳϧʔϧ͕ద༻͞Εͨ΋ͷ 2. ػց൑ಡʹదͨ͠΋ͷ 3. ແঈͰར༻Ͱ͖Δ΋ͷ 2022-02-17 Sayoko Shimoyama, LinkData 6

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Webʹެ։ͯ͠ ͍Δσʔλ ≠ Φʔϓϯ σʔλ nߦ੓ػؔͷWebαΠτʹܝ ࡌ͞Ε͍ͯΔίϯςϯπ΋ ஶ࡞ݖͷର৅Ͱ͋Γɺجຊత ʹແஅͰෳ੡ɾస༻Ͱ͖ͳ͍ nΦʔϓϯσʔλͱͯ͠ެ։ ͢Δࡍ͸ɺࣗ༝ʹ࢖͑Δσʔ λͰ͋ΔࢫΛ໌ࣔ͢Δඞཁ͕ ͋Δ Sayoko Shimoyama, LinkData 2022-02-17 7 Copyright © 2000ʙ Tokyo Metropolitan Government. All Rights Reserved.

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2016೥ɿ׭ຽσʔλ׆༻ਪਐجຊ๏ࢪߦ →ࠃٴͼ࣏ࣗମ͸ΦʔϓϯσʔλʹऔΓ૊Ή͜ͱ͕ٛ຿෇͚ΒΕͨ 2022-02-17 4BZPLP4IJNPZBNB -JOL%BUB 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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2022-02-17 Sayoko Shimoyama, LinkData 9 https://public.tableau.com/app/profile/sayoko.shimoyama.linkdata/viz/5946/sheet0?publish=yes

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ͦͷσʔλͷ Ձ஋ΛܾΊΔͷ͸ ͋ͳͨͰ͸ͳ͍ 2022-02-17 Sayoko Shimoyama, LinkData 11 2

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σʔλͷ૊Έ߹Θͤ͸৽ͨͳՁ஋ΛੜΉ nαϯϑϥϯγείࢢͰ͸ɺҿ৯ళʹର࣮ͯ͠ࢪͨ͠อ݈Ӵੜݕࠪ ͷ݁ՌΛσʔλͱͯ͠ެ։͍ͯ͠Δ n:FMQ͸ͦΕΛαʔϏεʹऔΓࠐΈɺ l)FBMUI 4DPSFzͱͯ͠ ఺ຬ఺ͷείΞʹม׵͠ɺ֤ҿ৯ళͷϨϏϡʔϖʔδʹදࣔ 2022-02-17 Sayoko Shimoyama, LinkData

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2022-02-17 Sayoko Shimoyama, LinkData ӴੜείΞɿ ఺

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2022-02-17 Sayoko Shimoyama, LinkData :FMQ͸ϢʔβʔʹΑΓ҆৺ɾ҆શΛಧ͚ΒΕΔ αʔϏεΛఏڙՄೳʹ ௚ۙͷอ݈Ӵੜ ݕࠪʹ͓͍ͯҧ൓ ͕߲͋ͬͨ໨ :FMQͰ͸Ӵੜ؅ཧͷධՁͱͯ͠ l)FBMUI4DPSFzΛදࣔ

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αϯϑϥϯγείࢢ º :FMQ͔Βݟ͑Δ σʔλ͕΋ͨΒࣾ͢ձมֵ 2022-02-17 ΋͠αϯϑϥϯγείࢢ͕ Ӵੜௐࠪ݁ՌΛαΠτͰެද͍ͯ͠Δ ͚ͩͩͬͨΒʁ Ұ෦ͷਓ͔͠ݟʹདྷͳ͍ ΋͠:FMQ͕ ಠࣗʹҿ৯ళΛධՁ͢Δ είΞΛ෇͚͍ͯͨΒʁ ެฏੑ͕୲อ͞Εͳ͍ ڧΈɿҿ৯ళʹؔ͢Δ৘ใ͕๛෋Ͱɺ ଟ͘ͷϢʔβ͕ू·Δ৔Λ͍࣋ͬͯΔ ڧΈɿࢢຽͷ҆શΛकΔͨΊʹ࣮ࢪͨ͠ௐࠪ ݁Ռͱͯ͠ɺެฏͳσʔλΛఏڙͰ͖Δ σʔλ͕ڞ༗͞ΕΔ͜ͱͰ ʮ૊৫Λ௒͑ͯಘҙ෼໺Λ෼୲Ͱ͖Δࣾձʯ͕࣮ݱ Sayoko Shimoyama, LinkData

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

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۝୩ম Φʔϓϯσʔλ Λ࢖ͬͨࢴࡼ اըɾൢചɿגࣜձࣾϤγλ σβΠϯϓϥϯχϯά ੡඼֓ཁɿ ௚ܘ18cm 6ຕೖΓ 550ԁ(੫ࠐ) Sayoko Shimoyama, LinkData 2022-02-17 17 ৽ͨͳՁ஋ΛੜΉࣄྫ 2019೥౓Φʔϓϯσʔλɾ Ϗοάσʔλʹؔ͢Δ༏Εͨ औΓ૊Έͷදজɿ࠷༏ल৆

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۝୩ম Φʔϓϯσʔλ Λ࢖ͬͨॅ୐ ஫จॅ୐ͷ૷০ʹར༻ ʢ͓٬༷͕๬ΜͰར༻ʣ ݱࡏ4౩ ը૾ɿCC BY 4.0 ʮγϏοΫςοΫί ϛϡχςΟͱγϏοΫςοΫϏδωε - CIVIC TECH FORUM 2018 ొஃࢿྉ - ʯ෱ౡ ݈Ұ࿠ࢯ 2022-02-17 Sayoko Shimoyama, LinkData 18 ৽ͨͳՁ஋ΛੜΉࣄྫ

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ࠓͦ͜ɺΦʔϓϯσʔλͰ σδλϧࣾձ΁Ξοϓσʔτʂ ͦͷσʔλ͸ ͋ͳͨͷࢲ෺ Ͱ͸ͳ͍ ͦͷσʔλͷՁ஋ ΛܾΊΔͷ͸ ͋ͳͨͰ͸ͳ͍ ߦ੓͚ͩͰ શ෦ରԠ ͠Α͏ͱ͠ͳ͍ ΦʔϓϯσʔλͰ ແବͳରԠίετΛ ݮΒ͢ Φʔϓϯσʔλ ͚ͩΛ ਐΊΑ͏ͱ͠ͳ͍ ໫Ͱ͸ͳ͘ ถ Λ͍ͩ͘͞ 2022-02-17 4BZPLP4IJNPZBNB -JOL%BUB

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ߦ੓͚ͩͰ શ෦ରԠ ͠Α͏ͱ͠ͳ͍ ʢ֎ͷਓͷྗΛ͏·͘आΓΔʣ 3 2022-02-17 Sayoko Shimoyama, LinkData 20

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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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ͳͥ׭ຽڠಇ͕ඞཁͳͷ͔ʁ ͜Ε·Ͱ͸ߦ੓͕ެڞαʔϏεӡӦͷओମͩͬͨ ߦ੓ ॅຽ ੫ۚ ެڞαʔϏε 4BZPLP4IJNPZBNB -JOL%BUB

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ͳͥ׭ຽڠಇ͕ඞཁͳͷ͔ʁ ੫ऩ͕ݮΔͱɺ͜Ε·Ͱ௨ΓͷެڞαʔϏε͸ ҡ࣋Ͱ͖ͳ͘ͳΔ ߦ੓ ॅຽ ੫ۚ ެڞαʔϏε 4BZPLP4IJNPZBNB -JOL%BUB

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׭ຽڠಇʹΑͬͯ஍ҬΛ࣋ଓՄೳʹ͢Δ ߦ੓ ॅຽ ެڞαʔϏε اۀɾݚڀػؔɾ γϏοΫςοΫ ߦ੓͕ಘҙͳ෦෼ɺ ߦ੓ʹ͔͠Ͱ͖ͳ͍ ෦෼ʹूத͢Δ ຽ͕ؒಘҙͳͱ͜Ζ͸ ຽؒʹ೚ͤΔ ੫ۚ 4BZPLP4IJNPZBNB -JOL%BUB

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ΦʔϓϯσʔλʹΑͬͯɺ ૊৫Λ௒͑ͯಘҙ෼໺Λ෼୲Ͱ͖Δࣾձ ͕࣮ݱ͢Δ ߦ੓ ॅຽ ੫ۚ ެڞαʔϏε اۀɾݚڀػؔɾ γϏοΫςοΫ ߦ੓ͷ࣋ͭ৘ใΛ ʮσʔλʯͱ͍͏ ڞ༗ʹదͨ͠ܗͰ ຽؒʹ։์͢Δ OPEN DATA 4BZPLP4IJNPZBNB -JOL%BUB

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ࣄྫɿ೥೤ւࢢ౔࠭ࡂ֐ʹ͓͚Δʮ੝Γ౔ʯͷಛఆ ݚڀऀ΍ٕज़ऀʹΑΔ༗ࢤνʔϜ͕ΦʔϓϯσʔλΛ࢖ͬͯൃࡂޙ࣌ؒҎ಺ʹղੳ ग़యɿग़యɿ ʮ੩Ԭݝ͕໨ࢦ͢ʮ7*356"-4)*;60,"ߏ૝ʯͱ͸ʁʯਿຊ௚໵ࢯ 4BZPLP4IJNPZBNB -JOL%BUB

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2017೥͔Β ਐΊ͍ͯͨ VIRTUAL SHIZUOKA ߏ૝ σʔλ΋೔ࠒͷඋ͕͑ ͋ΔͱΠϯγσϯτ࣌ ʹ΋׆͖Δ ग़యɿ ʮ੩Ԭݝ͕໨ࢦ͢ʮ7*356"-4)*;60,"ߏ૝ʯͱ͸ʁʯਿຊ௚໵ࢯ IUUQTJOGPUPLZPEJHJUBMUXJONFUSPUPLZPMHKQLFOUPVLBJ 4BZPLP4IJNPZBNB -JOL%BUB

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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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;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 ׭ຽڠಇͷࣄྫᶄ

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׭ຽڠಇͷࣄྫᶄɿ;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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࣭໰ʹ౴͑Δ͚ͩͰࣗ ෼ʹ੍͋ͬͨ౓͕Θ͔ Δʮ$JWJDIBUʯ n/ߴىۀ෦ͷߴ໦ढ़ี͞Μ ͱଜాܓޜ͞Μ͕։ൃ n࣭໰ʹ౴͍͚͑ͯͩ͘Ͱສ छྨΛӽ͑Δத͔ΒϢʔβʔ ʹͽͬͨΓͳ੍౓Λνϟοτ ͰఏҊ n୳͠ํ͕Θ͔Βͳ͍ɺࣗ෼ ͕ର৅ऀͳͷ͔Θ͔Βͳ͍ɺ ਃ੥ํ๏͕೉͍͠ͳͲͷ೰Έ Λղܾ 4BZPLP4IJNPZBNB -JOL%BUB ग़యɿ/ߴϓϨεϦ Ϧʔε https://nnn.ed.jp/news/blog/ archives/11586.html ׭ຽڠಇͷࣄྫᶅ

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ࠓͦ͜ɺΦʔϓϯσʔλͰ σδλϧࣾձ΁Ξοϓσʔτʂ ͦͷσʔλ͸ ͋ͳͨͷࢲ෺ Ͱ͸ͳ͍ ͦͷσʔλͷՁ஋ ΛܾΊΔͷ͸ ͋ͳͨͰ͸ͳ͍ ߦ੓͚ͩͰ શ෦ରԠ ͠Α͏ͱ͠ͳ͍ ΦʔϓϯσʔλͰ ແବͳରԠίετΛ ݮΒ͢ Φʔϓϯσʔλ ͚ͩΛ ਐΊΑ͏ͱ͠ͳ͍ ໫Ͱ͸ͳ͘ ถ Λ͍ͩ͘͞ 4BZPLP4IJNPZBNB -JOL%BUB

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ΦʔϓϯσʔλͰ ແବͳରԠίετ ΛݮΒ͢ 4 2022-02-17 Sayoko Shimoyama, LinkData 34

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Φʔϓϯσʔλͷҙٛ 1. ࠃຽࢀՃɾ׭ຽڠಇͷਪਐΛ௨ͨ͡ ॾ՝୊ͷղܾɺܦࡁ׆ੑԽ 2. ߦ੓ͷߴ౓Խɾޮ཰Խ 3. ಁ໌ੑɾ৴པͷ޲্ ʲग़యʳʮΦʔϓϯσʔλجຊࢦ਑ʯฏ੒29೥5݄30೔ ߴ౓৘ใ௨৴ωοτϫʔΫࣾձਪਐઓུຊ෦ɾ׭ຽσʔλ׆༻ਪਐઓུձܾٞఆ 2022-02-17 4BZPLP4IJNPZBNB -JOL%BUB

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ࣄྫɿ৘ใެ։੥ٻͷܰݮʢ੩Ԭࢢʣ n৘ใެ։੥ٻ݅਺ͷଟ͔ͬͨ ৯඼ӴੜڐՄʹؔ͢ΔσʔλΛ Φʔϓϯσʔλͱͯ͠ެ։ n৘ใެ։੥ٻͷ݅਺͕ݮΓɺ ۀ຿ෛ୲ͷܰݮʹ੒ޭ ೥ؒ ݅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 4BZPLP4IJNPZBNB -JOL%BUB

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ࣄྫɿࢢຽ͔Βͷۤ৘ͷܰݮʢࡸߐࢢʣ ࡸߐࢢͷόε͸߱ઇ ʹΑΔ஗Ε౳͕͋Γɺ ۤ৘͕ଟ͔ͬͨ ٸͳόεͷ஗ΕͳͲʹ ΋ରԠ͠΍͘͢ͳΓɺ ࢢຽ͔Βͷۤ৘͕ݮগ όεͷҐஔ৘ใΛ ΦʔϓϯσʔλԽɺ ϦΞϧλΠϜ഑৴ ࢢຽ͕όεͷҐ ஔ͕Θ͔Δ஍ਤ ΞϓϦΛ࡞੒ ૸ߦதͷόεͷ ݱࡏ஍͕දࣔ͞ΕΔ $$#:੓෎$*0ϙʔλϧʮΦʔϓϯσʔλʯΑΓʮࡸߐόεϞχλʔʯ IUUQTDJPHPKQPQFOEBUB 4BZPLP4IJNPZBNB -JOL%BUB

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ඪ४తͳόε৘ใ ϑΥʔϚοτʹΑΔ ެڞަ௨Φʔϓϯ σʔλ ࠃ౔ަ௨ল͕੔උͨ͠ ʮඪ४తͳόε৘ใϑΥʔ Ϛοτʢ(5'4+1ʣʯͰ όεࣄۀऀ͕Φʔϓϯσʔλ Λެ։͢Δ͜ͱͰɺ෯޿͍ ׆༻͕Մೳʹ 4BZPLP4IJNPZBNB -JOL%BUB ग़యɿʮ (5'4+1ඪ४తͳόε৘ใϑΥʔϚοτʹΑΔ ެڞަ௨Φʔϓϯσʔλ࠷৽ঢ়گʯҏ౻ণؽࢯʢ౦ژେֶ ੜ࢈ٕज़ݚڀॴʣ IUUQTXXXSPTFO[VDPNOFUNJFSVCVTGPSNBU@QPTUFS@QEG

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422ࣄۀऀ ͕όε৘ใΛ Φʔϓϯσʔλ ͱͯ͠ඪ४ܗࣜ Ͱެ։த ग़యɿ (5'4+1ඪ४తͳόε৘ใ ϑΥʔϚοτ ೥݄ݱࡏ IUUQTXXXHUGTKQ 4BZPLP4IJNPZBNB -JOL%BUB

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׭ຽڠಇͷਐΊํͷҧ͍ ϓϩδΣΫτυϦϒϯ ΦʔϓϯσʔλυϦϒϯ ۚમతίετ େ খ ίϛϡχέʔγϣϯ ίετ େ খ ࣮૷εϐʔυ ஗͍ ଎͍ ίϯτϩʔϧ ͋Δఔ౓ޮ͘ ޮ͔ͤͮΒ͍ ࣋ଓੑ ߴ ௿ 4BZPLP4IJNPZBNB -JOL%BUB ్தͰҠߦ͢Δέʔε΋

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Φʔϓϯσʔλ ͚ͩΛ ਐΊΑ͏ͱ͠ͳ͍ 5 2022-02-17 Sayoko Shimoyama, LinkData 42

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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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޿ใۀ຿ͷ%9ʢਆށࢢʣ nैདྷ͸ாථͰ޿ใࢴͷೖߘΛ؅ཧ͍ͯͨ͠ nۀ຿ϑϩʔΛݟ௚͠ɺΠϕϯτ৘ใΛ8FCϑΥʔϜʹೖྗ͢ Δ͚ͩͰɺ"1*ʹม׵͞Εɺೖߘ·ͰͷϫʔΫϑϩʔʹࣗಈ ࿈ܞ͢Δܗʹมߋ nΠϕϯτ৘ใൃ৴αΠτʮ,0#&5PEBZʯΛ৽ઃ͠ɺ޿ใࢴ ʹܝࡌ͖͠Εͳ͔ͬͨΠϕϯτ৘ใ΋ݕࡧՄೳʹ nΠϕϯτ৘ใͷ"1*͸Φʔϓϯσʔλͱͯ͠ެ։ 4BZPLP4IJNPZBNB -JOL%BUB *API (Application Programming Interface)ɿ ਓΛհͣ͞γεςϜಉ࢜Ͱ௚઀σʔλΛ΍ΓऔΓ͢Δͷʹ࠷దԽ͞Εͨ σʔλܗࣜ ग़యɿhttps://datashelf.jp/results/kobe %9ͱΦʔϓϯσʔλͷࣄྫ

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؀ڥলσʔλ Ϛωδϝϯτ ϙϦγʔ σʔλϚωδϝϯτ ͷ࿮૊Έͷதʹ ΦʔϓϯσʔλΛ Ґஔ෇͚ͯਪਐ 4BZPLP4IJNPZBNB -JOL%BUB ग़యɿhttps://www.env.go.jp/press/109431.html σʔλϚωδϝϯτͱ Φʔϓϯσʔλͷࣄྫ

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໫Ͱ͸ͳ͘ ถΛ͍ͩ͘͞ 6 2022-02-17 Sayoko Shimoyama, LinkData 48

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౦ژ౎ ৽ܕίϩφ ΢Πϧεײછ঱ ରࡦαΠτ IUUQTTUPQDPWJENFUS PUPLZPMHKQ ౦ژ౎Ͱ։ൃ͞Εͨରࡦ αΠτΛ͖͔͚ͬʹɺશࠃ֤ ஍ͷγϏοΫςοΫஂମɾا ۀɾݸਓʹΑ֤ͬͯ஍Ҭ൛ͷ ରࡦαΠτ্ཱ͕͕ͪͬͨ

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೥্݄०ɺ$07*%ରࡦαΠ τΛ։ൃ͠ΦʔϓϯιʔεԽ ౦ژ౎ $PEFGPS +BQBO ౦ژ౎ެࣜ $07*% ରࡦαΠτ ҕୗ σʔλఏڙ ։ൃ ֎෦ͷ ΤϯδχΞ ืू ։ൃڠྗ Φʔϓϯιʔε 4BZPLP4IJNPZBNB -JOL%BUB Φʔϓϯιʔεͱ͸ n ϓϩάϥϜͷιʔείʔυΛɺஅΓ ͳ͠ʹࣗ༝ʹ࢖ͬͯྑ͍ͱ͍͏৚݅ Ͱ޿͘ެ։͢Δ͜ͱ n ެ։͢Δ͜ͱͰɺ୭΋͕த਎Λ֬ೝ ͢Δ͜ͱ͕Ͱ͖ɺίϐʔͯࣗ͠෼ͷ ໨తʹ࠶ར༻͢Δ͜ͱ͕Ͱ͖Δ

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࣏ࣗମͱγϏοΫςοΫͷڞ૑ʹΑΓ ࣮ݱͨ͠৽ܕίϩφײછ঱ରࡦαΠτ 4BZPLP4IJNPZBNB -JOL%BUB ౎ಓ෎ݝ ʹల։ ࢢ۠ொଜ ˍւ֎

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एखͷΤϯδχΞ΋େ׆༂ ౻ݪ͞Μͷίϝϯτ ্ཱͪ͛౰ॳ͸Ԭࢁݝʹײછ ऀ͕͍ͳ͔ͬͨɻͲΜͲΜ֦େ͠ɺ ͍ͭࣗ෼͕ײછͯ͠΋͓͔͘͠ͳ͍ɻ Ԭࢁݝ͕ެ։͍ͯ͠Δ৘ใΛݟ΍͢ ͍ܗͰಧ͚Δ͜ͱ͕Ͱ͖Ε͹গ͠Ͱ ΋஫ҙשىʹͳΔͱࢥͬͨ ग़యɿԬࢁܦࡁ৽ฉ https://ubenippo.co.jp/2020/03/21/100888/ 4BZPLP4IJNPZBNB -JOL%BUB

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ΦʔϓϯσʔλԽະରԠͷݝͰ͸ ຖ೔ͷσʔλߋ৽ʹ՝୊ ౦ژ౎ެࣜ $07*% ରࡦαΠτͷ ιʔείʔυ $PEFGPS ʓʓ ʓʓݝ൛ $07*% ରࡦαΠτ ʓʓݝ Φʔϓϯ σʔλ ˚˚ݝ൛ $07*% ରࡦαΠτ $PEFGPS ˚˚ ˚˚ݝ 8FCαΠτ͔Βͷ εΫϨΠϐϯά΍ɺ 1%'͔Βख࡞ۀͰίϐϖ ߋ৽ͷෛՙେ 4BZPLP4IJNPZBNB -JOL%BUB

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೥݄೔࣌఺ɺ ΦʔϓϯσʔλԽରԠ౎ಓ෎ݝ͸൒਺௒ 4BZPLP4IJNPZBNB -JOL%BUB

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Φʔϓϯσʔλͷ༗ແʹΑͬͯ ରࡦαΠτߋ৽଎౓ʹେ͖ͳҧ͍͕ੜ͍ͯͨ͡ ʢ೥݄೔࣌఺ʣ 4BZPLP4IJNPZBNB -JOL%BUB ߋ৽ఀࢭঢ়ଶͷ αΠτ΍ɺ ด࠯͞Εͨ αΠτ΋

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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 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 ࢴ ࢴΛεΩϟϯ͚ͨͩ͠ͷ ը૾σʔλ &YDFM΍DTWͳͲදܗࣜͷσʔλ ྫʣ਺஋σʔλͷ৔߹ 4BZPLP4IJNPZBNB -JOL%BUB

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೥݄೔ ౷ܭදʹ͓͚Δ ػց൑ಡՄೳͳ σʔλͷදهํ๏ ʢϧʔϧ੔උʣ ֤෎লʹ͓͍ͯ΋σʔλ ͷػց൑ಡੑ޲্ͷରԠ ͕ਐΊΒΕ͍ͯΔ 4BZPLP4IJNPZBNB -JOL%BUB

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