$30 off During Our Annual Pro Sale. View Details »

北海道でGIS / MIERUNE Meetup mini #04

Sorami Hisamoto
September 08, 2022

北海道でGIS / MIERUNE Meetup mini #04

Sorami Hisamoto

September 08, 2022
Tweet

More Decks by Sorami Hisamoto

Other Decks in Technology

Transcript

  1. !TPSBNJ

    .*&36/&.FFUVQNJOJ ࿩ऀࡱӨ
    ๺ ւ ಓ Ͱ ( * 4

    View Slide

  2. ๺ւಓ͔Β͜Μ͹Μ͸
    φΠλΠߴݪ຀৔ʹͯ࿩ऀࡱӨ

    View Slide

  3. !TPSBNJ
    4PSBNJ)JTBNPUP

    .*&36/&ॴଐ
    ιϑτ΢ΣΞɾΤϯδχΞ
    ओʹϑϩϯτΤϯυΛ୲౰

    View Slide

  4. https://docs.google.com/presentation/d/1oTZuF6816HrrwXQ3irRcyoYF3UpdZ_DQJZTVlw4TORk/edit#slide=id.gf8c6f59f37_0_316
    લճɺ.FFUVQNJOJ

    ೥݄೔ˣ

    View Slide

  5. https://docs.google.com/presentation/d/1oTZuF6816HrrwXQ3irRcyoYF3UpdZ_DQJZTVlw4TORk/edit#slide=id.gf8c6f59f37_0_316
    લճɺ.FFUVQNJOJ

    ೥݄೔ˣ

    View Slide

  6. https://docs.google.com/presentation/d/1oTZuF6816HrrwXQ3irRcyoYF3UpdZ_DQJZTVlw4TORk/edit#slide=id.gf8c6f59f37_0_316
    .F🖥
    લճɺ.FFUVQNJOJ

    ೥݄೔ˣ

    View Slide

  7. https://docs.google.com/presentation/d/1oTZuF6816HrrwXQ3irRcyoYF3UpdZ_DQJZTVlw4TORk/edit#slide=id.gf8c6f59f37_0_316
    .F🖥
    લճɺ.FFUVQNJOJ

    ೥݄೔ˣ
    ͜ͷલ೔ʹೖࣾ͠·ͨ͠

    View Slide

  8. https://mierune.connpass.com/event/231232/
    ʜ೥݄
    .FFUVQNJOJ

    View Slide

  9. https://mierune.connpass.com/event/231232/
    ʜ೥݄
    .FFUVQNJOJ

    View Slide

  10. https://speakerdeck.com/sorami/mierune-meetup-mini-number-01

    View Slide

  11. https://sorami.dev/2021/people-map-japan/

    View Slide

  12. ͜ͷ.FFUVQNJOJ͕͖͔͚ͬͰ
    ๺ւಓ΁Ҿͬӽͯ͠
    .*&36/&ʹೖࣾ͠·ͨ͠

    View Slide

  13. ΋ͱ΋ͱ͸ɺzਓؒͷݴ༿zΛػցͰѻ͏
    ʮࣗવݴޠॲཧ /-1
    ʯͱ͍͏෼໺ʹऔΓ૊ΜͰ͍·ͨ͠ɻ
    Ԡ༻ྫػց຋༁ จॻݕࡧ ͔ͳ׽ࣈม׵ ʜ
    ࠓճͷ.FFUVQNJOJͰ͝ొஃ͍͍ͨͩͨ
    /"*45େ಺ܒथ͞Μͱ͸
    େֶӃ࣌୅͔Βͷݹ͍෇͖߹͍Ͱ͢ʜʂ
    ʮࢥߟͷͨΊͷಓ۩ʯʹڵຯ͕͋Γ·͢ɻ
    ݴޠ΋ɺ஍ਤ΋ɺࢥߟͷͨΊͷಓ۩Ͱ͠ΐ͏ɻ
    ਓؒͷೝ஌͸ɺͦͷਓମߏ଄ʹΑ੍ͬͯ໿͞Ε͍ͯ·͢ɻ
    ͦΕͰ΋ɺಓ۩΍֓೦ʹΑΓɺ͜Ε·Ͱߟ͑ΒΕͳ͔ͬͨ͜ͱΛࢥߟͰ͖·͢ɻ
    ͦͯ͠ίϯϐϡʔλʔ͸lಓ۩Λ࡞Δಓ۩zͰ͋ΓɺͦͷՄೳੑ͸Ռͯ͠ͳ͍΋ͷͰ͢ɻ
    ίϯϐϡʔλʔʹΑΔ৽ͨͳಓ۩΍ϝσΟΞදݱͷՄೳੑΛ։୓͠ɺਓؒೝ஌Λ֦େ͢Δ͜ͱ͕ɺ
    ࢲ͸ͱͯ΋໘ന͍ͱࢥ͍·͢͠ɺݸਓ΍ࣾձͷਐา΁େ͖͘د༩͢Δͱߟ͍͑ͯ·͢ɻ

    View Slide

  14. ๺ ւ ಓ ( * 4

    View Slide

  15. ๺ ւ ಓ ( * 4

    View Slide

  16. ࡳຈͷத৺ɺςϨϏౝͱେ௨ެԂ


    ͷ


    ͸

    ί
    ί
    ͔
    Β

    Ө
    ࿩ऀࡱӨ

    View Slide

  17. ࿩ऀࡱӨ
    ࡳຈͷத৺ɺςϨϏౝͱେ௨ެԂ

    View Slide

  18. ౎৺ʹී௨ʹڇ͕͍Δʜ
    ๺ւಓେֶͷ෩ܠ


    Ӻ
    ͷ
    +3λ
    ϫ
    ʔ
    ๺େࡇͷؼΓʹ࿩ऀࡱӨ

    View Slide

  19. MapTiler, JP MIERUNE Streets
    ςϨϏౝ
    🗼
    ๺େ
    🐄
    ͢
    ͢
    ͖
    ͷ
    🍺
    Ξ
    δ
    Ξ


    ͷ
    ׻
    ָ
    ֗
    ࡳຈӺ🚉
    ೥৽װઢԆ৳

    View Slide

  20. MapTiler, JP MIERUNE Streets

    View Slide

  21. MapTiler, JP MIERUNE Streets

    View Slide

  22. ࡳຈ
    MapTiler, JP MIERUNE Dark

    View Slide

  23. MapTiler, JP MIERUNE Dark

    ւ

    View Slide

  24. ೔ຊࠃ౔ͷׂ͕๺ւಓ
    ʮ۝भ࢛ࠃʯΑΓ޿͍
    +3৽ઍࡀۭߓӺʹͯ࿩ऀࡱӨ

    View Slide

  25. ࿩ऀࡱӨ
    ஓ಺ फ୩ິ
    ๺Ң౓෼ඵ


    ͷ
    ߴ
    ͞
    ͸

    Ң

    ʹ
    ͪ
    ͳ
    Έ
    N
    Β
    ͠
    ͍
    Θ ͬ ͔ͳ ͍

    View Slide

  26. ࿩ऀࡱӨ

    View Slide

  27. ͳΜͰ΋͏·͍

    View Slide

  28. Ѩפຎप
    ೔ຊʹ͋Δશͷ͏ͪ
    ͭͷࠃཱެԂ
    ۴࿏࣪ݪ
    ஌চ
    ར৲ྱจαϩϕπ
    ࢧᝇಎ໸
    େઇࢁ
    MapTiler, JP MIERUNE Dark
    ଞɺଟ਺ͷࠃఆެԂɺಓཱࣗવެԂɺ

    View Slide

  29. ஌চ
    ๛͔ͳੜଶܥͷ൒ౡ
    ஌চޒބ͔Β࿩ऀࡱӨ

    View Slide

  30. Ѩפຎप
    ೔ຊ࠷େͷΧϧσϥ஍ܗ
    ۶ࣼ࿏ຎपބ൞ઢ͔Β࿩ऀࡱӨ

    View Slide

  31. ۴࿏࣪ݪ
    ೔ຊ࠷େͷ࣪ݪ
    ۴࿏ࢢ࣪ݪల๬୆͔Β࿩ऀࡱӨ

    View Slide

  32. MapTiler, JP MIERUNE Streets
    ͑͑΍Μʂ😸

    View Slide

  33. MapTiler, JP MIERUNE Dark (色補正)
    ͔͠͠ʜ

    View Slide

  34. ࿩ऀࡱӨ

    View Slide

  35. ࿩ऀࡱӨ
    ೥݄ʹࡳຈΛ๚Εͨ࣌͸ɺ
    ਺೔ؒɺిं͕׬શʹӡٳ͍ͯͯ͠ɺ
    ۭߓ΁୧Γண͚ͣ౦ژ΁໭Εͳ͔ͬͨ

    View Slide

  36. ࢼ͞ΕΔେ஍ɻ
    ࿩ऀࡱӨ

    View Slide

  37. ౙ͕དྷͨΒ
    ؾ࣋ͪ΋มΘͬͯΔ͔΋ʜ😹
    ࿩ऀࡱӨ

    View Slide

  38. ๺ ւ ಓ ( * 4

    View Slide

  39. ๺ ւ ಓ ( * 4

    View Slide

  40. ©︎
    1SPKFDU1-"5&"6.-*5+BQBO
    (FPHSBQIJD*OGPSNBUJPO4ZTUFN
    ( * 4
    ஍ཧ
    l஍ཧతҐஔΛख͕͔Γʹɺ
    Ґஔʹؔ͢Δ৘ใΛ࣋ͬͨσʔλʢۭؒσʔλʣΛ
    ૯߹తʹ؅ཧɾՃ޻͠ɺࢹ֮తʹදࣔ͠ɺ
    ߴ౓ͳ෼ੳ΍ਝ଎ͳ൑அΛՄೳʹ͢Δٕज़Ͱ͋Δɻz
    (*4ͱ͸ɾɾɾcࠃ౔஍ཧӃ

    IUUQTXXXHTJHPKQ(*4XIBUJTHJTIUNM औಘ
    γεςϜ
    ৘ใ
    ஍ཧۭؒ৘ใ
    ஍ٿ্ʹଘࡏ͢Δࢁɾ઒ɾւɾؾީɾਓޱɾूམɾ
    ࢈ۀɾަ௨ͳͲͷ͋Γͱ͋ΒΏΔσʔλ

    View Slide

  41. ©︎
    1SPKFDU1-"5&"6.-*5+BQBO
    σεΫτοϓ(*4ͷྫ2(*4
    Φʔϓϯιʔε

    View Slide

  42. ©︎
    1SPKFDU1-"5&"6.-*5+BQBO
    '044(+BQBO0OMJOFίΞσΠc04(FP+1
    จԽࡒ૯ཡ8FC(*4ಸྑจԽࡒݚڀॴ
    ΢Σϒ(*4ͷྫจԽࡒ૯ཡ8FC(*4
    ಸจݚͱ.*&36/&͕
    ࡞ͬͨΑʂ

    View Slide

  43. ©︎
    1SPKFDU1-"5&"6.-*5+BQBO

    View Slide

  44. ©︎
    1SPKFDU1-"5&"6.-*5+BQBO
    Φʔϓϯιʔεͷίϛϡχς
    ΟͰ
    ग़ձͬͨਓ͕૑ۀͨ͠ձࣾ

    View Slide

  45. ©︎
    1SPKFDU1-"5&"6.-*5+BQBO
    ͳͥ๺ւಓͰ(*4ϕϯνϟʔΛىۀͨ͠ͷ͔ʕʕϧʔπ͸ʮ'044()PLLBJEPʯ๺ւಓ͸౔஍͕޿͍ˠҐஔ৘ใͷར༻΋׆ൃ
    ʲ஍ਤΤϯδχΞୡͷ8PSL'SPN)PLLBJEPɿୈճʳ*/5&3/&58BUDI

    View Slide

  46. ©︎
    1SPKFDU1-"5&"6.-*5+BQBO
    ͳͥ๺ւಓͰ(*4ϕϯνϟʔΛىۀͨ͠ͷ͔ʕʕϧʔπ͸ʮ'044()PLLBJEPʯ๺ւಓ͸౔஍͕޿͍ˠҐஔ৘ใͷར༻΋׆ൃ
    ʲ஍ਤΤϯδχΞୡͷ8PSL'SPN)PLLBJEPɿୈճʳ*/5&3/&58BUDI
    lɹʮ๺ւಓ͸೶ۀؔ܎΍໺ੜੜ෺ͷݚڀͳͲʹ͓͍ͯ(*4ͷ׆༻͕ਐΜͰ͓Γɺ
    ౔஍͕޿͍ͨΊɺҐஔ৘ใΛ׆ൃʹར༻͍ͯ͠Δͱ͍͏౔৕͕͋Γ·ͨ͠ɻ
    ͦͷ౰࣌ɺ౦ژͰ։࠵͞Εͨ'044(ͷΠϕϯτͰɺ๺ւಓࡏॅऀ͕ҙؾ౤߹͠ɺ
    ʰ͜Ε͸๺ւಓͰ΋։࠵Ͱ͖ΔΑͶʱͱ͍͏࿩ʹͳΓ·ͨ͠ɻ
    ʰ๺ւಓ͔ΒΈΜͳͰ౦ژʹߦͬͯΠϕϯτ΁ࢀՃ͢Δͷ͸େม͔ͩΒɺ
    ͦΕͳΒ๺ւಓͰΠϕϯτΛ։࠵ͯ͠ɺ໘ന͍͜ͱΛ΍͍ͬͯΔਓΛ
    ๺ւಓ΁ݺΜͰདྷͪΌ͓͏ʱͱ͍͏ͷ͕ίϯηϓτͰ͢ɻ
    ࠃ౔஍ཧӃͷํ΍(*4ʹؔ͢Δݚڀऀ΍ΤϯδχΞͳͲɺ͞·͟·ͳਓΛݺͼ·ͨ͠ɻ
    ๺ւಓͰ΋Ҏલ͔ΒΦʔϓϯιʔεܥͷΠϕϯτ͸։࠵͞Ε͍ͯ·͕ͨ͠ɺ
    ஍ཧۭؒ৘ใͱ͍͏ͭͷ෼໺ʹߜͬͯ։࠵͞Ε͍ͯΔͷ͸௝͍͠ͱࢥ͍·͢ɻʯz
    ڧௐҾ༻ऀʣ

    View Slide

  47. ©︎
    1SPKFDU1-"5&"6.-*5+BQBO
    !IPXNPSJ ࢁܗ޼࠸5BLVZB:BNBHBUB
    ͷπΠʔτΑΓҾ༻IUUQTUXJUUFSDPNIPXNPSJTUBUVT

    View Slide

  48. ©︎
    1SPKFDU1-"5&"6.-*5+BQBO
    IUUQTXXXNJFSVOFDPKQOFXTQPTUTNYZW MBOHKB
    ೥݄ʹ͸ձࣾͰΠϕϯτΛ։࠵͠·ͨ͠

    View Slide

  49. ©︎
    1SPKFDU1-"5&"6.-*5+BQBO
    ೔ʑͷ༷ʑͳ׆ಈ
    ɾ΋͘΋͘ձຖि
    ɾࣾ಺ษڧձִि
    ɾεϖʔε Ի੠഑৴
    ຖि
    ɾϋϯζΦϯຖ݄
    ɾ.FFUVQNJOJຖ࢛൒ظ
    ଞʹ΋ଟ਺ʜ
    ׆ಈه࿥͸ҎԼͷϖʔδͰ֎෦ެ։ͯ͠·͢
    IUUQTNJFSVOFHJUIVCJPNJFSVOFMPH

    View Slide

  50. ©︎
    1SPKFDU1-"5&"6.-*5+BQBO
    .*&36/&ϝϯόʔͷଟ༷ͳܦྺ
    +*$"ͰύϓΞχϡʔΪχΞ೥ɺώάϚղ๤ɺ
    େ཮୨Λ୳͠ʹེԫౡۙ͘·Ͱௐࠪɺ͸͡Ί
    ͯ࢖ͬͨ2(*4͕Wɺىۀ$&0ɺ"QQMFࣾͰ
    ஍ਤ੡࡞ɺ୸߭ʹډͨɺఉࢣɺՏ઒ߏ଄෺΍
    Լਫಓͷઃܭɺۜߦһɺϑϥϯεࠃ౔஍ཧ
    ӃɺήʔϜ੍࡞ɺࣗ࡞஍ਤͰ57ग़ԋɺϥϦʔ
    ΧʔͷγεςϜ։ൃɺࢢ໾ॴͰ೶ۀ੓ࡦɺେ
    ֶӃͰ஍ཧֶݚڀɺෆಈ࢈ؑఆɺమಓձࣾɺ
    ࡶࢽ౳ͷάϥϑΟοΫσβΠϯɺྛۀɺਫ࢈
    ֶɺΞΠυϧ޷͖͗ͯ͢೔ຊҠॅɺଞଟ਺ʜ

    View Slide

  51. ©︎
    1SPKFDU1-"5&"6.-*5+BQBO
    ͋Δ೔ɺ4MBDLͰԿؾͳͭ͘Ϳ΍͍ͨΒʜ
    2(*4ͰɺϙϦΰϯʹϥϕϧΛ෇͚Δͱ͖ɺ
    ϥϕϧҐஔ͸σϑΥϧτͰ͸ʮॏ৺ͷपΓʯͳͷ͔ʙ
    ඈ஍ͷ৔߹͸Ͳ͏͢ΔΜͩΖ͏ɻ

    View Slide

  52. ©︎
    1SPKFDU1-"5&"6.-*5+BQBO
    ͔֬ɺϙϦΰϯͷ֤ύʔπʹϥϕϧΛ
    ͚ͭΔΦϓγϣϯ͕͋Γ·͢ɻͪΐͬͱ୳͠·͢ʜ
    ଈϨεͷཛྷʜ
    ͔֬ɺͲ͔ͬͰඈͼ஍ͷϥϕϧΛ
    දࣔ͢Δ͔͠ͳ͍͔ͷઃఆ͕Ͱ͖Δ͸ͣͰ͢
    ੲ͸͔ͦ͜ΒผʹϙΠϯτൃੜͯ͠
    ͦΕΛϥϕϧදࣔͯ͠ϨΠΞ΢τͯ͠·ͨ͠
    ͋ͱ42-ॻ͍ͯ
    ໘ੵͷେ͖͞ͱ͔Ͱ΋දࣔඇද͔ࣔ͑ΕͨΓ
    ʮϚϧνύʔτͷ֤ύʔτʹදࣔʯͰ͢ͶʢεΫγϣʣ
    Ͱ͖ͨʢεΫγϣʣ

    View Slide

  53. ©︎
    1SPKFDU1-"5&"6.-*5+BQBO
    ͔֬ɺϙϦΰϯͷ֤ύʔπʹϥϕϧΛ
    ͚ͭΔΦϓγϣϯ͕͋Γ·͢ɻͪΐͬͱ୳͠·͢ʜ
    ଈϨεͷཛྷʜ
    ͔֬ɺͲ͔ͬͰඈͼ஍ͷϥϕϧΛ
    දࣔ͢Δ͔͠ͳ͍͔ͷઃఆ͕Ͱ͖Δ͸ͣͰ͢
    ੲ͸͔ͦ͜ΒผʹϙΠϯτൃੜͯ͠
    ͦΕΛϥϕϧදࣔͯ͠ϨΠΞ΢τͯ͠·ͨ͠ɻ
    ͋ͱ42-ॻ͍ͯ
    ໘ੵͷେ͖͞ͱ͔Ͱ΋දࣔඇද͔ࣔ͑ΕͨΓ
    ʮϚϧνύʔτͷ֤ύʔτʹදࣔʯͰ͢ͶʢεΫγϣʣ
    Ͱ͖ͨʢεΫγϣʣ
    ຖ೔
    ͜Μͳײ͡Ͱ͢
    ٯʹࢲ͔Β͸ػցֶशΛڭ͑ͨΓɺ
    ͦΕͧΕͷഎܠ͕ҧ͏͔Βͦ͜೔ʑɺ͓ޓ͍ܹ͕ࢗ͋Δ

    View Slide

  54. ͜ͷ.FFUVQNJOJ͕͖͔͚ͬͰ
    ๺ւಓ΁Ҿͬӽͯ͠
    .*&36/&ʹೖࣾ͠·ͨ͠

    View Slide

  55. ͜ͷ.FFUVQNJOJ͕͖͔͚ͬͰ
    ๺ւಓ΁Ҿͬӽͯ͠
    .*&36/&ʹೖࣾ͠·ͨ͠
    ࣍͸Ξφλͷ൪͔΋ʜ

    View Slide

  56. ๺ ւ ಓ ( * 4
    Ͱ

    View Slide

  57. ๺ ւ ಓ ( * 4
    Λ

    View Slide

  58. MapTiler, JP MIERUNE Streets
    ๺ւಓʹ͸
    ࢢொଜ΋͋Δ
    ʹΘ͔ಓຽ͸Կ΋Θ͔Βͳ͍ʜ

    View Slide

  59. ࢢ۠ொଜ਺Λௐ΂Δc੓෎౷ܭͷ૯߹૭ޱ
    IUUQTXXXFTUBUHPKQNVOJDJQBMJUJFTOVNCFSPGNVOJDJQBMJUJFT
    Ϳͬͪ͗ΓͷҐ
    Ґ ௕໺ݝ
    ͷഒҎ্
    શࠃࢢொଜͷҎ্͕๺ւಓ

    View Slide

  60. ©︎
    0QFO4USFFU.BQDPOUSJCVUPST
    IUUQTXXXOZUJNFTDPNHBNFTXPSEMFJOEFYIUNM

    View Slide

  61. ©︎
    0QFO4USFFU.BQDPOUSJCVUPST
    WORDLE

    View Slide

  62. ©︎
    0QFO4USFFU.BQDPOUSJCVUPST
    HOKKAIDLE

    View Slide

  63. ©︎
    0QFO4USFFU.BQDPOUSJCVUPST

    View Slide

  64. ©︎
    0QFO4USFFU.BQDPOUSJCVUPST
    https://sorami.dev/hokkaidle/

    View Slide

  65. ©︎
    0QFO4USFFU.BQDPOUSJCVUPST
    σʔλߦ੓۠Ҭͷ஍ܗ
    ࠃ౔ަ௨লͷࠃ౔਺஋৘ใΛ
    εϚʔτχϡʔεϝσΟΞݚڀॴ͕੔ཧͯ͘͠Εͨ΋ͷΛར༻
    IUUQTHJUIVCDPNTNBSUOFXTTNSJKBQBOUPQPHSBQIZ
    ʮࢢ۠ொଜʯ୯ҐͩͬͨͷͰɺ
    ʮࡳຈࢢͷ۠෦ʯΛϚʔδͨ͠
    ʢUPQPKTPODMJFOUʹΑΔNFSHFʣ
    ˞શࠃΛؚΉσʔλͰ͸ɺ
    ɹʮ੓ྩࢦఆ౎ࢢͷ۠Λ݁߹ͨ͠ϑΝΠϧʯ͕
    ༻ҙ͞Ε͍ͯΔ

    View Slide

  66. ©︎
    0QFO4USFFU.BQDPOUSJCVUPST
    σʔλࢢொଜͷҐஔ
    ʮ໾৔ͷҐஔʯΛ୅ද఺ͱͨ͠ɻ
    ࠃ౔਺஋৘ใͷࢢொଜ໾৔σʔλΛ
    ࣗྗͰ9.-ύʔε
    IUUQTHJUIVCDPNTPSBNJIPLLBJEMFCMPCNBJOQSFQSPDFTTQSFQSPDFTTJQZOC
    ޙͰ஌͕ͬͨɺʮΞϚϊٕݚʯͱ͍͏ͱ͜Ζ͕
    ੔උࡁσʔλΛެ։ͯ͘͠Ε͍ͯͨʜ
    IUUQTBNBOPUFDDPNEBUBMPDBMHPWFSONFOUTIUNM
    ๺ํ஍Ҭౡͷଜ͸ɺ໾৔͕ଘࡏ͠ͳ͍
    (FPTIBQFϦϙδτϦͷʮྺ࢙తߦ੓۠ҬσʔληοτЌ൛ʯ
    Ͱެ։ͯ͘͠Ε͍ͯΔσʔλͷ୅ද఺ʢϙϦΰϯͷॏ৺ʣΛ࠾୒
    IUUQTHFPTIBQFFYOJJBDKQDJUZ

    View Slide

  67. ©︎
    0QFO4USFFU.BQDPOUSJCVUPST
    D3.js


    ஍ਤͷඳը
    ΠϯλϥΫγϣϯ
    Turf.js


    ڑ཭ͷࢉग़
    ํҐͷࢉग़
    Svelte


    ΢ΣϒΞϓϦ࡞੒
    5VSGKTMPHPGSPNIUUQTHJUIVCDPN5VSGKTUVSGXXXJTTVFT CZ%FOJT$BSSJFSF

    View Slide

  68. ©︎
    0QFO4USFFU.BQDPOUSJCVUPST
    σʔλυϦϒϯͳυΩϡϝϯτ
    8FCσʔλՄࢹԽͰΑ͘࢖ΘΕΔɻ
    ௿ϨΠϠʔͰͳΜͰ΋ඳ͚Δɻ
    ஍ਤؔ࿈ϞδϡʔϧEHFP΋ɺ
    ͋ΒΏΔ౤Ө๏͕࢖͑ͨΓ๛෋
    ࠓճͷΑ͏ͳέʔεͰ͸ɺ
    -FB
    fl
    FU΍.BQ-JCSFͱ͍ͬͨ
    ʮ஍ਤϥΠϒϥϦʯΑΓ΋
    %KTͷํ͕ద͍ͯ͠Δ
    ࠓճ͸(FP+40/ͷ47(ඳը΍ɺ
    ζʔϜύϯɺΫϦοΫͳͲͷ
    ΠϯλϥΫγϣϯʹར༻
    IUUQTPCTFSWBCMFIRDPN!TPSBNJTUSFFUWPSPOPJPGIPLLBJEP

    View Slide

  69. ©︎
    0QFO4USFFU.BQDPOUSJCVUPST
    ஍ཧۭؒʹؔ͢Δղੳͷ٧Ί߹Θͤ
    ࠓճ͸ɺҎԼೋͭΛར༻
    !UVSGEJTUBODF఺ؒͷڑ཭ࢉग़
    !UVSGCFBSJOH఺ؒͷํҐࢉग़
    ࠷ॳ͸஌Βͳͯ͘ɺࣗ෼Ͱ
    ΞϧΰϦζϜΛॻ͍͍ͯͨʢ7JODFOUSZ๏ʣ
    ձࣾͷʮ΋͘΋͘ձʯͰ৮ͬͯɺ
    ʢzۙྡ݅ͷηΠίʔϚʔτzˠʣ
    ͋͋ɺ͜ΕͰࢉग़Ͱ͖Δ΍Μʂͱؾ͍ͮͨ
    IUUQTPCTFSWBCMFIRDPN!TPSBNJDMPTFTUTFJDPNBSUT

    View Slide

  70. ©︎
    0QFO4USFFU.BQDPOUSJCVUPST
    8FCϑϨʔϜϫʔΫlεϰΣϧτz
    IUUQTXXXZPVUVCFDPNXBUDI WL.ML$:-RP
    ೥݄ʹެ։͞Εͨ
    ʮ4WFMUFͷυΩϡϝϯλϦʔөըʯˠ
    ΋ૉ੖Β͍͠ɻ࡞ऀʹՃ༷͑ʑͳ
    ۀքɺίϛϡχςΟͷਓʑ͕ొ৔ɻ
    ͦͷ΢Σϒ΁ͷࢥ૝ɺߴ͍ཧ૝Λ
    ௥͏͕࢟Α͘ײ͡ΒΕͯྭ·͞ΕΔ
    /:λΠϜζͰάϥϑΟοΫΤσΟλΛ
    ΍͍ͬͯͨ౰࣌ͷ3JDI)BSSJT͕
    ࡞͔ͬͨΒ͔ɺࠓճͷΑ͏ͳ༻్ɺ
    σʔλՄࢹԽͳͲͷίϯςϯπΛ
    ࡞Δͷʹͱͯ΋շదɺॻָ͍͍ͯ͠

    View Slide

  71. ©︎
    0QFO4USFFU.BQDPOUSJCVUPST
    ެࣜνϡʔτϦΞϧ͕ૉ੖Β͍͠
    IUUQTXXXZPVUVCFDPNXBUDI W3X#PM991JT
    IUUQTTWFMUFEFWUVUPSJBMTQSJOH

    View Slide

  72. ©︎
    0QFO4USFFU.BQDPOUSJCVUPST
    ॳ୅ϙέϞϯΑΓଟ͍͚Ͳ
    ֶͿͥ๺ւಓͷࢢொଜʂ

    View Slide

  73. ͪ ͳ Έ ʹ ʜ

    View Slide

  74. ҎલɺࡳຈࢢશҬ͕ʮ๺ೆ9৚ɺ੢౦:ஸ໨ʯ
    ͍ͬͯ͏4)1Λ࡞ͬͨ͜ͱ͕͋ͬͯɺ
    தࢁಕ͸ೆ৚੢ஸ໨ͱ͔ʹͳͬͨ
    ʢ(*4ͷษڧʹͳΔΑʂʣ
    ͳΔ΄Ͳɾɾɾ💡
    .FFUVQͷωλʹ͑͑΍Μʂ

    View Slide

  75. ©︎
    Mapbox
    ©︎
    OpenStreetMap

    View Slide

  76. ©︎
    Mapbox
    ©︎
    OpenStreetMap
    ஍ٿ͸ؙ͔ͬͨ

    View Slide

  77. ©︎
    Mapbox
    ©︎
    OpenStreetMap
    ©︎
    Mapbox
    ©︎
    OpenStreetMap
    ྫ͑͹ɺฏ໘௚֯࠲ඪܥܥʢ೔ຊଌ஍ܥʣͰ͸͜Μͳײ͡Ͱɺ
    ୯Ґͱ͔ଌ஍ܥͱ͔ద༻ൣғ͕ఆΊΒΕ͍ͯ·͢ɻ
    ͳͷͰɺ͜Εʹै͑͹ΦϦδφϧͷ౤Ө๏ΛఆٛͰ͖Δ͸ͣ
    IUUQTFQTHJP

    View Slide

  78. https://speakerdeck.com/sorami/mierune-meetup-mini-number-01

    View Slide

  79. https://speakerdeck.com/sorami/mierune-meetup-mini-number-01

    View Slide

  80. ๺ւಓ
    Ͱ( * 4
    ͝


    ͋
    Γ
    ͕
    ͱ
    ͏
    ͝
    ͟
    ͍
    ·
    ͠
    ͨ

    View Slide