官民データ連携によるまちづくりと自治体データの課題

2023年度福岡地域戦略推進協議会 第1回デジタル部会における講演資料です。

Transcript

1. ׭ຽσʔλ࿈ܞʹΑΔ·ͪͮ͘Γͱ
   ࣏ࣗମσʔλͷ՝୊
   Լࢁࣿ୅ࢠ
   Ұࣾ
   ϦϯΫσʔλ୅දཧࣄ ΠϯϑΥɾϥ΢ϯδ ג
   औక໾ σδλϧிσʔλεϖγϟϦετ
   ೥݄೔ʢ໦ʣ '%$ୈճσδλϧ෦ձ
   QIPUP෱Ԭݝ෱Ԭͷ໷ܠ ˜:VEBJ@QIPUPHSBQIZ $$#:
   

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2. ࣭໰ɾίϝϯτ༻πʔϧɿTMJEP
   nຊݚमͰ͸ɺTMJEPͱ͍͏αʔϏεΛ࢖ͬͯɺ
   ࣭͝໰ɾ͝ҙݟɾ͝ײ૝Λࣗ༝ʹॻ͖ࠐΜͰ
   ௖͚·͢ɻ
   nಗ໊ɾχοΫωʔϜ΋0,Ͱ͢ʂ
   ϒϥ΢βͰ sli.do ͱೖྗ͠
   ͯτοϓϖʔδʹΞΫηε
   ίʔυFDC68 Λೖྗ
   63-·ͨ͸23ίʔυͰ௚઀ΞΫηε͢Δ
   ৔߹͸ͪ͜Βˠ
   https://app.sli.do/event/jrbkV7WcjpA1uo3s
   B2rWX6
   4BZPLP4IJNPZBNB -JOL%BUB
   
   

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3. 2023-06-08 Sayoko Shimoyama, LinkData
   Government
   Local
   Government
   Enterprise
   Civic
   Tech
   Public Sector
   Private Sector
   

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4. nσʔλ͸σδλϧ࣌୅ͷΠϯϑϥͰ͋ΓɺஐܙɾՁ஋ɾڝ૪ྗͷݯઘ
   nσʔλ͕҆Ձʹ҆ఆతʹڙڅ͞ΕΔ࣋ଓՄೳͳΤίγεςϜ͕ඞཁ
   n೥ޙɺ೥ޙͷσδλϧࣾձΛݟਾ͑ͨσδλϧࣾձͷج൫ͱͯ͠੔උ͕ඞཁ
   →ΤετχΞͰ͸20೥ɺσϯϚʔΫɾΦϥϯμ͸10೥Ҏ্͔͚ͯ੔උ͞Ε͖ͯͨ
   2023-06-08 Sayoko Shimoyama, LinkData
   σʔλ؀ڥ͸ࠃɾ౎ࢢͷڝ૪ྗͷݯઘ
   ਓ΍اۀɺ
   ౤ࢿ͸ɺ
   ΑΓັྗత
   ͳ৔ॴ΁
   Ҡಈ
   σʔλج൫͕੔උࡁΈͷࠃɾ౎ࢢ
   ͙͢ʹ৽نϏδωεΛ։࢝Ͱ͖Δ
   ൫ੴͳσʔλج൫
   ౔஍
   σʔλ
   Πϯϑϥ
   σʔλ
   ަ௨
   σʔλ
   ๏ਓ
   σʔλ
   σʔλ͸࠷৽ɾਖ਼֬ɾࣗ༝ʹ࢖͑Δɾ࿈ܞ͍ͯ͠Δ
   αʔϏεϨϕϧ޲্
   Φʔϓϯ
   σʔλ
   ʴຽؒ
   σʔλ
   σʔλج൫ͷ੔උ͕஗Ε͍ͯΔࠃɾ౎ࢢ
   ౔஍
   σʔλ
   Πϯϑϥ
   σʔλ
   ަ௨
   σʔλ
   ৽نϏδωεͷ্ཱͪ͛ίετ͕େ͖͍
   ௿඼࣭σʔλɺར༻੍ݶ͞Ε͍ͯΔσʔλ
   σʔλऩूͰ
   ίετͱ࣌ؒΛ࿘අ
   ๏ਓ
   σʔλ
   αʔϏεΛ
   ࣋ଓͰ͖ͳ͍
   

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5. ࣄྫɿհޢITϕϯνϟʔʮ΢ΣϧϞʯ͕
   ෱ԬͰ૑ۀͨ͠ཧ༝͸σʔλ͕ఏڙ͞Ε͔ͨΒ
   nհޢ৘ใϙʔλϧͷӡӦ΍έΞϓϥϯ
   ࡞੒ࢧԉAIͷ։ൃΛख͕ΔITϕϯνϟʔ
   n2019೥8݄ʹ͸11.7ԯԁͷࢿۚௐୡΛ
   ࣮ࢪ
   n2019೥ ܦ࢈লओ࠵ ϔϧεέΞϏδω
   είϯςετ ༏ल৆ɾಛผ৆2৆Λड৆
   nհޢࣄۀऀͷσʔλϕʔεΛ࡞Δʹ͋
   ͨΓɺ෱Ԭࢢʹ૬ஊͨ͠ͱ͜Ζɺσʔ
   λఏڙΛड͚ΒΕΔ͜ͱʹͳͬͨ͜ͱ
   Λ͖͔͚ͬʹ2013೥ʹ෱ԬࢢͰ૑ۀ
   2023-06-08 Sayoko Shimoyama, LinkData
   ը૾ग़యɿϓϨεϦϦʔε
   ΢ΣϧϞɺ෱Ԭࢢͱ"*Λ׆༻ͨ͠έΞϓϥϯ࡞੒ࢧԉγεςϜͷߏஙʹؔ͢ΔڠఆΛక݁
   http://www.welmo.co.jp/news/001365/
   

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6. σʔλઓུ͸
   σδλϧɾΨόϝϯτ
   Λ࣮ݱ͢ΔͨΊͷॏཁ
   ઓུͱͯ͠ࡦఆ͕ਐΊ
   ΒΕ͖ͯͨ
   ʢ2020೥౓ʣ
   ग़యɿ2020೥10݄29೔σδλϧվֵؔ࿈๏
   ҊϫʔΩϯάάϧʔϓ࡞ۀ෦ձʢୈ̍ճʣ
   ࢿྉ̍ʵ̍
   σδλϧࣾձ࣮ݱʹ޲͚ͨIT૯߹ઓུຊ෦ͷ
   ਪਐମ੍
   https://www.kantei.go.jp/jp/singi/it2/dgov/houa
   n_wg/sagyobukai/dai1/gijisidai.html
   Sayoko Shimoyama, LinkData 2023-06-08
   

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7. σδλϧிൃ଍
   Ҏ߱ɺσʔλઓུ
   ͸ਪਐϑΣʔζ΁
   Ҡߦ
   ʢ2021೥9݄ʙʣ
   ग़యɿୈ1ճσδλϧࣾձਪਐձٞ
   ࢿྉ1
   ৽ͨͳਪਐମ੍ʹ͍ͭͯ
   https://cio.go.jp/sites/default/files/uploa
   ds/documents/digital/20210906_meetin
   g_promoting_02.pdf
   Sayoko Shimoyama, LinkData 2023-06-08
   

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8. 2023-06-08 Sayoko Shimoyama, LinkData
   ग़యɿୈճσʔλઓུਪਐ8(ࢿྉɿσʔλ࿈ܞʹΑΓ࣮ݱՄೳͳαʔϏε
   IUUQTXXXEJHJUBMHPKQDPVODJMTEBUBTUSBUFHZXHDECCGGED
   

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9. 2023-06-08 Sayoko Shimoyama, LinkData
   ग़యɿୈճσʔλઓུਪਐ8(ࢿྉɿσʔλ࿈ܞʹΑΓ࣮ݱՄೳͳαʔϏε
   IUUQTXXXEJHJUBMHPKQDPVODJMTEBUBTUSBUFHZXHDECCGGED
   

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10. ਓʑͷଟ༷ͳ฻Β͠
    Λࢧ͑ΔͨΊͷ
    σʔλ࿈ܞج൫
    nσʔλ࿈ܞج൫͸σδλϧ
    ాԂ౎ࢢࠃՈߏ૝ͷ࣮ݱͷཁ
    nڠௐྖҬʹҐஔ͚ͮΒΕΔ
    ग़యɿσδλϧி
    https://www.digital.go.jp/policies/digital_garde
    n_city_nation/
    2023-06-08 Sayoko Shimoyama, LinkData
    

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11. ྫɿΦʔϑεࢢ
    ʢσϯϚʔΫʣʹ
    ͓͚ΔΧʔϘϯ
    χϡʔτϥϧͷ
    औΓ૊Έ
    n$0ഉग़ʹؔΘΔ༷ʑͳ
    ओମͷσʔλ͕࿈ܞ͍ͯ͠
    ΔͨΊഉग़ྔͷܭଌ͕Մೳʹ
    n೥ͷऔΓ૊Έ։͔࢝Β
    $0ഉग़ྔΛ൒෼ʹݮΒ͢
    ͜ͱʹ੒ޭ
    n&6ͷʮΧʔϘϯχϡʔτϥ
    ϧͳ౎ࢢʯʹબग़͞Εͯ
    ͍Δ
    ग़యɿCarbon Neutral Aarhus
    https://www.slideshare.net/KurtOth
    endalNielsen/carbon-neutral-
    aarhus
    Sayoko Shimoyama, LinkData 2023-06-08
    

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12. σʔλͰࠜڌΛࣔ͢͜ͱͰ߹ҙܗ੒ΛਐΊͨྫɿ
    εʔύʔϒϩοΫߏ૝ʢόϧηϩφࢢʣ
    nόϧηϩφͰ͸ࣗಈंͷ
    ަ௨ྔ͕ଟ͘ɺԚછ෺࣭΍
    CO2ɺ૽ԻͳͲʹΑΔެ֐
    ͕՝୊
    ʢWHOͷج४஋Λৗʹ௒
    աঢ়ଶʣ
    nʮࢢຽத৺౎ࢢʯΛίϯ
    ηϓτʹ͔͔͛ɺஈ֊తʹ
    ं͕௨ΕΔಓΛ੍ݶ͢Δ
    ܭըΛ࣮ࢪ
    ʢ2015೥ʙʣ
    2023-06-08 Sayoko Shimoyama, LinkData
    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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13. 2023-06-08 Sayoko Shimoyama, LinkData
    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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14. σʔλͰࠜڌΛࣔ͢͜ͱͰ߹ҙܗ੒ΛਐΊͨྫɿ
    εʔύʔϒϩοΫߏ૝ʢόϧηϩφࢢʣ
    nަ௨ྔ΍؀ڥʹؔ͢Δηϯγϯά
    σʔλΛ༻͍ͨ෼ੳΛ࣮ࢪ
    nܭը͕ਐΜͩ৔߹ʹͲͷ͘Β͍
    ໰୊͕վળ͢Δͷ͔ɺ۩ମతͳ
    ਺஋Ͱࣔ͢͜ͱͰ߹ҙܗ੒Λਪਐ
    2023-06-08 Sayoko Shimoyama, LinkData
    ަ௨ྔ͕21%ݮ
    94%ͷࢢຽ͕ةݥͳϨϕϧͷཻࢠ
    ঢ়෺࣭ʹࡽ͞ΕΔ͜ͱ͸ͳ͘ͳΔ
    73.5%ͷࢢຽ͸ʮ65σγϕϧҎ্
    ͷ૽ԻʯΛܦݧͤͣʹ͢Ή
    σʔλग़యɿ
    IUUQTDJUJFTPGUIFGVUVSFFVTVQFS
    CMPDLTCBSDFMPOBBOTXFSUPDBS
    DFOUSJDDJUZ
    

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15. ࢢຽࢀՃܕͷ஍Ҭͷࢦඪ࡞ΓͷऔΓ૊Έ
    ʢࠇ෦ࢢɿ5GOALS for ࠇ෦ʣ
    ग़యɿࠇ෦ࢢࣾձ෱ࢱڠٞձ খࣲಙ໌ࢯʮ5GOALS for ࠇ෦ʯ
    https://5goalsforkurobe.com/index.html
    2023-06-08 Sayoko Shimoyama, LinkData
    

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16. ࣾڠ + ༗ࢤͷࢢຽͷखͰ
    ࢦඪઃܭ→σʔλऩू→BIπʔϧͰՄࢹԽ
    2023-06-08 Sayoko Shimoyama, LinkData
    https://5goalsforkurobe.com/index.html
    

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17. ࠇ෦ࢢɿ
    Liveable Well-Being
    City ࢦඪ (LWCࢦඪ)
    Λ༻͍ͨࢢຽϫʔΫ
    γϣοϓ։࠵
    Sayoko Shimoyama, LinkData 2023-06-08
    

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18. ͜Ε͔Βͷࣾձʹඞཁͳͷ͸ɺ
    ߹ҙܗ੒ͷͨΊʹσʔλΛ࢖͏͜ͱ
    

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19. 2023-06-08 Sayoko Shimoyama, LinkData
    σʔλͷຽओԽ
    EBUBEFNPDSBUJ[BUJPO
    

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20. σʔλͷ
    ຽओԽ
    ݚڀऀ΍σʔλαΠΤϯςΟετ
    ͳͲɺैདྷҰ෦ઐ໳ՈͷΈ͕ѻ͑ͯ
    ͍ͨσʔλͷར׆༻Λɺಛผͳ஌ࣝ
    Λ࣋ͨͳ͍ਓͰ΋Մೳʹ͢Δ͜ͱ
    2023-06-08 Sayoko Shimoyama, LinkData
    

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21. Sayoko Shimoyama, LinkData 2023-06-08
    DXͷਐߦͰ
    σʔλ΁ͷ
    ΞΫηεͱ
    πʔϧ׆༻͕
    ༰қʹ
    ग़యɿ “ Data Democratization and
    How to Get Started?”, DZone,
    https://dzone.com/articles/data-
    democratization-and-how-to-get-
    started
    

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22. σʔλͷຽओԽʹΑΔ૊৫มֵ
    ʮσʔλͷຽओԽʯ͸࣍ୈʹاۀશମ
    ʹӨڹΛٴ΅͍ͯ͘͠ɻ
    ͦ͏ͳΔͱɺϏδωεͱσʔλΛࠓ·Ͱ
    Ҏ্ʹີ઀ʹ݁ͼ͚ͭΔ͜ͱ͕Ͱ͖Δɻ
    σʔλͷར׆༻ʹՃΘΔैۀһΛ޿͘૿
    ΍͠ɺ͋ΒΏΔࣄۀʹ͓͍ͯσʔλʹج
    ͍ͮͨҙࢥܾఆΛߦͬͯޮ཰Խ΍ੜ࢈ੑ
    ޲্Λଅਐ͢ΔσʔλυϦϒϯͳ૊৫΁
    ͱมֵ͍ͯ͘͜͠ͱ͕Ͱ͖Δɻ
    ग़యɿʮσʔλͷຽओԽʯैۀһʹΑΔσʔλར׆༻ͷ֦େ, IPA
    ࣾձج൫ηϯλʔ, 2022೥5݄12೔
    https://www.ipa.go.jp/ikc/reports/datademocra_01.html
    2023-06-08 Sayoko Shimoyama, LinkData
    

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23. ࣄྫɿ౷ܭσʔλΛࣄۀܭըͷࡦఆʹ׆༻ɺ
    ԯԁ΋ͷࢿۚௐୡʹ੒ޭ
    ൘ۚృ૷ళφοϓϑΝΫτϦʔʢैۀһ਺ɿ19໊ʣ
    Sayoko Shimoyama, LinkData
    ग़యɿܦࡁ࢈ۀল౷ܭར׆༻ࣄྫू
    https://www.meti.go.jp/statistics/pr/rikatuyou_20210326/rikatuyou_20210326.html
    ͜Ε·Ͱʹ
    λʔήοτͱ
    ͍ͯͨ͠ࢢ৔
    ͸ࠓޙ௿໎ͷ
    ݟࠐΈ
    ࠓޙ΋҆ఆ
    ͯ͠धཁ͕
    ݟࠐ·ΕΔ
    ࢢ৔Λσʔ
    λ͔Βൃݟ
    2023-06-08
    

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24. ߦ੓૊৫ʹ͓͍ͯ΋ਐΉ
    σʔλͷຽओԽɿਆށࢢͷྫ
    ߦ੓ΛऔΓר͘ٸܹͳ֎
    ෦؀ڥͷมԽʹεϐʔυײΛ
    ࣋ͬͯରԠ͍ͯͨ͘͠Ίɺਆ
    ށࢢͰ͸಺෦ਓࡐʹΑΓߦ੓
    σʔλ΍ެత౷ܭσʔλΛ#*
    πʔϧ౳Ͱ෼ੳɾՄࢹԽ͠ɺ
    μογϡϘʔυʢ౷ܭՃ޻͠
    ͨෳ਺ͷσʔλΛάϥϑ౳Ͱ
    ෼͔Γ΍͘͢ҰཡͰ͖Δը
    ໘ʣΛશிͰڞ༗͢Δ࢓૊Έ
    Λߏங͍ͯ͠·͢ɻ
    ग़యɿਆށࢢ هऀൃදࢿྉ
    https://www.city.kobe.lg.jp/a47946/163739
    689725.html
    2023-06-08 Sayoko Shimoyama, LinkData
    ೥ʮ%BUB4UB3U"XBSEʯͰ
    ૯຿େਉ৆Λड৆
    

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25. ຽؒاۀʹ͓͚Δߦ੓σʔλͷ׆༻ɿ
    αϯϑϥϯγείࢢͰͷࣄྫ
    nαϯϑϥϯγείࢢͰ͸ɺҿ৯ళʹର࣮ͯ͠ࢪͨ͠อ݈Ӵੜݕࠪ
    ͷ݁ՌΛσʔλͰެ։͍ͯ͠Δ
    nYelp͸ͦΕΛαʔϏεʹऔΓࠐΈɺ “Health Score” ͱͯ͠
    100఺ຬ఺ͷείΞʹม׵͠ɺ֤ҿ৯ళͷϨϏϡʔϖʔδʹදࣔ
    4BZPLP4IJNPZBNB -JOL%BUB
    

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26. 4BZPLP4IJNPZBNB -JOL%BUB
    ӴੜείΞɿ
    ఺
    

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27. 4BZPLP4IJNPZBNB -JOL%BUB
    :FMQ͸ϢʔβʔʹΑΓ҆৺ɾ҆શΛಧ͚ΒΕΔ
    αʔϏεΛఏڙՄೳʹ
    ௚ۙͷอ݈Ӵੜ
    ݕࠪʹ͓͍ͯҧ൓
    ͕߲͋ͬͨ໨
    :FMQͰ͸Ӵੜ؅ཧͷධՁͱͯ͠ l)FBMUI4DPSFzΛදࣔ
    

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28. αϯϑϥϯγείࢢ º Yelp ͔Βݟ͑Δ
    σʔλ͕΋ͨΒࣾ͢ձมֵ
    2023-06-08
    ΋͠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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29. 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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30. 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
    4":0,04)*.0:"." -*/,%"5"
    

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31. “Open By Default”
    ೥ (ʮΦʔϓϯσʔλݑষʯʹΑΔࠃࡍతͳ߹ҙ
    ʮ੫ۚΛ࢖ͬͯ࡞ΒΕͨσʔλ͸શͯ
    ެڞࡒͱͯ͠ެ։͢Δ΂͖Ͱ͋Δʯ
    ͱ͍͏ߟ͑ํΛݪଇͱͯ͠࠾༻
    4":0,04)*.0:"." -*/,%"5"
    

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32. “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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33. 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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34. 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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35. ͳͥ׭ຽڠಇ͕ඞཁͳͷ͔ʁ
    ͜Ε·Ͱ͸ߦ੓͕ެڞαʔϏεӡӦͷओମͩͬͨ
    4":0,04)*.0:"." -*/,%"5"
    ߦ੓ ॅຽ
    ੫ۚ
    ެڞαʔϏε
    

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

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37. ׭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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38. 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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39. ࣄྫɿ೥೤ւࢢ౔࠭ࡂ֐ʹ͓͚Δʮ੝Γ౔ʯͷಛఆ
    ݚڀऀ΍ٕज़ऀʹΑΔ༗ࢤνʔϜ͕ΦʔϓϯσʔλΛ࢖ͬͯൃࡂޙ࣌ؒҎ಺ʹղੳ
    SAYOKO SHIMOYAMA, LINKDATA
    ग़యɿग़యɿʮ੩Ԭݝ͕໨ࢦ͢ʮ7*356"-4)*;60,"ߏ૝ʯͱ͸ʁʯਿຊ௚໵ࢯ
    

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40. 2017೥͔Β
    ਐΊ͍ͯͨ
    VIRTUAL
    SHIZUOKA
    ߏ૝
    σʔλ΋೔ࠒͷඋ͕͑
    ͋ΔͱΠϯγσϯτ࣌
    ʹ΋׆͖Δ
    SAYOKO SHIMOYAMA, LINKDATA
    ग़యɿ ʮ੩Ԭݝ͕໨ࢦ͢ʮ7*356"-4)*;60,"ߏ૝ʯͱ͸ʁʯਿຊ௚໵ࢯ
    IUUQTJOGPUPLZPEJHJUBMUXJONFUSPUPLZPMHKQLFOUPVLBJ
    

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41. 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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42. ;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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43. ׭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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44. 1-"5&"6ʢϓϥτʔʣ
    ࠃަল͕ओಋ͢Δɺ೔ຊશࠃͷ%౎ࢢϞσϧͷ੔උɾ׆༻ɾΦʔϓϯ
    σʔλԽϓϩδΣΫτ
    IUUQTXXXNMJUHPKQQMBUFBV
    4BZPLP4IJNPZBNB -JOL%BUB
    

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45. %౎ࢢϞσϧΛ
    ׆༻ͨ͠
    ·ͪͮ͘Γͷͨ
    Ίͷ93ٕज़։ൃ
    1-"5&"6:0,0)"."
    5"/(*#-&
    n ࣮ূΤϦΞΛ࠶ݱͨ͠ݐங໛ܕ
    ͱɺಉΤϦΞΛ࠶ݱͨ͠73ۭ
    ؒΛμΠφϛοΫʹ࿈ಈͤ͞Δ
    πʔϧ
    n ໛ܕΛ࢖ͬͯݕ౼ͨ͠಺༰͸ͦ
    ͷ৔Ͱ73ΰʔάϧΛ࢖ͬͯݪ
    ੇେͰମݧͰ͖Δ
    IUUQTXXXNMJUHPKQQMBUFBV
    VTFDBTFVD
    4BZPLP4IJNPZBNB -JOL%BUB
    

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46. ׭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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47. σʔλΛ
    ར༻͢Δ
    اۀࢹ఺Ͱͷ
    Φʔϓϯσʔλ
    ͷ՝୊
    4BZPLP4IJNPZBNB -JOL%BUB
    Φʔϓϯσʔλʹͳ͍ͬͯͳ͍σʔλ΋ଟ͘ɺ
    ೖख͢Δʹ͸։ࣔ੥ٻΛߦ͏͔͠ͳ͍
    Φʔϓϯσʔλϙʔλϧ͕ࠃɾ౎ಓ෎ݝɾ
    ࢢ۠ொଜͰ࿈ܞ͓ͯ͠ΒͣɺҰՕॴͰ୳ͤͳ͍
    ˞Ұ෦஍ҬͰ͸౎ಓ෎ݝࢢ۠ொଜؒͰ࿈ܞ͞Ε͍ͯΔ
    1%'౳ͷػց൑ಡੑͷ௿͍σʔλ΍඼࣭ͷ௿͍
    σʔλ͕ଟ͘ɺ౎౓Ճ޻ίετ͕͔͔Δ
    σʔλߏ଄͕ެ։ݩͷ૊৫ʹΑͬͯόϥόϥͰ
    ౎౓Ճ޻ίετ͕͔͔Δ
    

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48. 4BZPLP4IJNPZBNB -JOL%BUB
    https://public.tableau.com/views/5946/sheet0?:language=en-US&:display_count=n&:origin=viz_share_link
    
    

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49. ࿈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
    https://www.digital.go.jp/policies/data_strategy_government_interoperability_framework/
    2023-06-08 Sayoko Shimoyama, LinkData
    

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50. σʔλΛޮ཰తʹ࿈ܞͤ͞ΔͨΊʹ͸
    ޓ׵ੑ͚ͩͰ͸ͳ͘૬ޓӡ༻ੑ͕ඞཁ
    ޓ׵ੑ (compatibility) ૬ޓӡ༻ੑ (interoperability)
    2023-06-08 Sayoko Shimoyama, LinkData
    A B
    C D
    E
    A
    B
    C
    E
    D
    ಉ͡ϋʔυ΢ΣΞ؀ڥຢ͸ιϑτ΢ΣΞ؀ڥΛڞ༗͢Δؒɼ
    ੡඼ɼγεςϜຢ͸ߏ੒ཁૉ͕ଞͷ੡඼ɼγεςϜຢ͸ߏ
    ੒ཁૉͷ৘ใΛަ׵͢Δ͜ͱ͕Ͱ͖Δ౓߹͍ɼٴͼʗຢ͸
    ͦͷཁٻ͞ΕͨػೳΛ࣮ߦ͢Δ͜ͱ͕Ͱ͖Δ౓߹͍ɻ
    ʢग़యɿ*40+*4ʣ
    ͭҎ্ͷγεςϜɼ੡඼ຢ͸ߏ੒ཁૉ͕৘ใΛަ׵͠ɼ
    طʹަ׵͞Εͨ৘ใΛ࢖༻͢Δ͜ͱ͕Ͱ͖Δ౓߹͍ɻ
    ʢग़యɿ*40+*4ʣ
    

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51. 2023-06-08
    QIPUP෱Ԭݝஜޙ઒ঢ։ڮ ˜5TVSV4IP $$#:
    σʔλ࿈ܞͰ஍Ҭͷ໾ׂ෼୲Λม͑ͯߦ͖·͠ΐ͏ʂ
    • ެڞαʔϏεఏڙ΍஍Ҭ՝୊ղܾΛߦ੓͚ͩʹ೚͍ͤͯΒΕΔ࣌୅Ͱ͸ͳ͍
    • ஍ҬΛ࣋ଓͤ͞ΔͨΊʹɺެͱຽͷ໾ׂ෼୲Λݟ௚͞ͳ͍ͱ͍͚ͳ͍࣌୅
    • ஍Ҭʹ໨Λ޲͚ɺσʔλΛڞ༗͠ɺσʔλ΋αʔϏε΋Ұॹʹվળͯ͠ߦ͖·͠ΐ͏
    Sayoko Shimoyama, LinkData
    

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52. Ұൠࣾஂ๏ਓϦϯΫσʔλ
    ୅දཧࣄ Լࢁ ࣿ୅ࢠ
    Email: support@linkdata.org
    ຊࢿྉʹؔ͢Δ࣭͝໰ɾ͝ҙݟ΍ɺ
    σʔλ׆༻ݚमɾϫʔΫγϣοϓ։࠵ͷ͝૬ஊͳͲ͸
    ͪ͜Β΁͓د͍ͤͩ͘͞ɻ
    Sayoko Shimoyama, LinkData
    
    

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