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北海道でGIS / MIERUNE Meetup mini #04

北海道でGIS / MIERUNE Meetup mini #04

Sorami Hisamoto

September 08, 2022
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  1. !TPSBNJ  .*&36/&.FFUVQNJOJ  ࿩ऀࡱӨ ๺ ւ ಓ Ͱ (

    * 4
  2. ๺ւಓ͔Β͜Μ͹Μ͸  φΠλΠߴݪ຀৔ʹͯ࿩ऀࡱӨ

  3. !TPSBNJ 4PSBNJ)JTBNPUP .*&36/&ॴଐ ιϑτ΢ΣΞɾΤϯδχΞ ओʹϑϩϯτΤϯυΛ୲౰

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

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

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

  7. https://docs.google.com/presentation/d/1oTZuF6816HrrwXQ3irRcyoYF3UpdZ_DQJZTVlw4TORk/edit#slide=id.gf8c6f59f37_0_316 .F🖥 લճɺ.FFUVQNJOJ 
 ೥݄೔ˣ ͜ͷલ೔ʹೖࣾ͠·ͨ͠

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

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

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

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

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

  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
  14. ๺ ւ ಓ ( * 4

  15. ๺ ւ ಓ ( * 4

  16. ࡳຈͷத৺ɺςϨϏౝͱେ௨ެԂ લ ท ͷ ࣸ ਅ ͸  ί ί

    ͔ Β ࡱ Ө  ࿩ऀࡱӨ
  17.  ࿩ऀࡱӨ ࡳຈͷத৺ɺςϨϏౝͱେ௨ެԂ

  18. ౎৺ʹී௨ʹڇ͕͍Δʜ  ๺ւಓେֶͷ෩ܠ ࡳ ຈ Ӻ ͷ +3λ ϫ ʔ

     ๺େࡇͷؼΓʹ࿩ऀࡱӨ
  19. MapTiler, JP MIERUNE Streets ςϨϏౝ 🗼 ๺େ 🐄 ͢ ͢

    ͖ ͷ 🍺 Ξ δ Ξ ࠷ ๺ ͷ ׻ ָ ֗ ࡳຈӺ🚉 ೥৽װઢԆ৳
  20. MapTiler, JP MIERUNE Streets

  21. MapTiler, JP MIERUNE Streets

  22. ࡳຈ MapTiler, JP MIERUNE Dark

  23. MapTiler, JP MIERUNE Dark ๺ ւ ಓ

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

  25.  ࿩ऀࡱӨ ஓ಺ फ୩ິ ๺Ң౓෼ඵ ੴ ൾ ͷ ߴ ͞

    ͸  Ң ౓ ʹ ͪ ͳ Έ N Β ͠ ͍ Θ ͬ ͔ͳ ͍
  26.  ࿩ऀࡱӨ

  27. ͳΜͰ΋͏·͍

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

    MIERUNE Dark ଞɺଟ਺ͷࠃఆެԂɺಓཱࣗવެԂɺ
  29. ஌চ ๛͔ͳੜଶܥͷ൒ౡ  ஌চޒބ͔Β࿩ऀࡱӨ

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

  31. ۴࿏࣪ݪ ೔ຊ࠷େͷ࣪ݪ  ۴࿏ࢢ࣪ݪల๬୆͔Β࿩ऀࡱӨ

  32. MapTiler, JP MIERUNE Streets ͑͑΍Μʂ😸

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

  34.  ࿩ऀࡱӨ

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

  36. ࢼ͞ΕΔେ஍ɻ  ࿩ऀࡱӨ

  37. ౙ͕དྷͨΒ ؾ࣋ͪ΋มΘͬͯΔ͔΋ʜ😹  ࿩ऀࡱӨ

  38. ๺ ւ ಓ ( * 4

  39. ๺ ւ ಓ ( * 4

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

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

  43. ©︎ 1SPKFDU1-"5&"6.-*5+BQBO

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

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

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

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

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

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

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

  56. ๺ ւ ಓ ( * 4 Ͱ

  57. ๺ ւ ಓ ( * 4 Λ

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

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

  60. ©︎ 0QFO4USFFU.BQDPOUSJCVUPST IUUQTXXXOZUJNFTDPNHBNFTXPSEMFJOEFYIUNM

  61. ©︎ 0QFO4USFFU.BQDPOUSJCVUPST WORDLE

  62. ©︎ 0QFO4USFFU.BQDPOUSJCVUPST HOKKAIDLE

  63. ©︎ 0QFO4USFFU.BQDPOUSJCVUPST

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

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

    ɹʮ੓ྩࢦఆ౎ࢢͷ۠Λ݁߹ͨ͠ϑΝΠϧʯ͕ ༻ҙ͞Ε͍ͯΔ
  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
  67. ©︎ 0QFO4USFFU.BQDPOUSJCVUPST D3.js ஍ਤͷඳը ΠϯλϥΫγϣϯ Turf.js ڑ཭ͷࢉग़ ํҐͷࢉग़ Svelte ΢ΣϒΞϓϦ࡞੒

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  68. ©︎ 0QFO4USFFU.BQDPOUSJCVUPST σʔλυϦϒϯͳυΩϡϝϯτ 8FCσʔλՄࢹԽͰΑ͘࢖ΘΕΔɻ ௿ϨΠϠʔͰͳΜͰ΋ඳ͚Δɻ ஍ਤؔ࿈ϞδϡʔϧEHFP΋ɺ ͋ΒΏΔ౤Ө๏͕࢖͑ͨΓ๛෋ ࠓճͷΑ͏ͳέʔεͰ͸ɺ -FB fl

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

  75. ©︎ Mapbox ©︎ OpenStreetMap

  76. ©︎ Mapbox ©︎ OpenStreetMap ஍ٿ͸ؙ͔ͬͨ

  77. ©︎ Mapbox ©︎ OpenStreetMap ©︎ Mapbox ©︎ OpenStreetMap ྫ͑͹ɺฏ໘௚֯࠲ඪܥܥʢ೔ຊଌ஍ܥʣͰ͸͜Μͳײ͡Ͱɺ ୯Ґͱ͔ଌ஍ܥͱ͔ద༻ൣғ͕ఆΊΒΕ͍ͯ·͢ɻ

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

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

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