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MapLibre, Svelte, Wikipediaデータを用いた地理空間情報可視化の事例 / MIERUNE Meetup mini #01

MapLibre, Svelte, Wikipediaデータを用いた地理空間情報可視化の事例 / MIERUNE Meetup mini #01

Sorami Hisamoto

December 16, 2021
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  1. .BQ-JCSF 4WFMUF 8JLJQFEJBσʔλΛ༻͍ͨ
    ஍ཧۭؒ৘ใՄࢹԽͷࣄྫ
    .*&36/&.FFUVQNJOJ

    !TPSBNJ
    ඪ௡܊ඪ௡ொ໺෇܊ผւொʹͯࡱӨ

    View Slide

  2. ໺෇൒ౡ

    ೔ຊ࠷େͷ࠭ᅏ

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  3. .BQ-JCSF 4WFMUF 8JLJQFEJBσʔλΛ༻͍ͨ
    ஍ཧۭؒ৘ใՄࢹԽͷࣄྫ

    View Slide

  4. .BQ-JCSF 4WFMUF 8JLJQFEJBσʔλΛ༻͍ͨ
    ஍ཧۭؒ৘ใՄࢹԽͷࣄྫ

    View Slide

  5. GIS完全に理解した
    初⼼者だけど
    改め、


    発表タイトル

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  6. ܦݧ


    完全に理解した
    なにもわからない
    チョットデキル

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  7. ܦݧ


    完全に理解した
    なにもわからない
    チョットデキル
    μχϯάΫϧʔΨʔޮՌ
    ೳྗͷ௿͍ਓ͸
    ࣗ෼ͷೳྗΛաେධՁ͢Δ
    %VOOJOH,SVHFS&GGFDU

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  8. (*4ίϛϡχςΟͷօ͞Μɺ͜Μ͹Μ͸ʂ
    !TPSBNJ
    4PSBNJ)JTBNPUP

    8FC ࣗવݴޠॲཧ
    &MBTUJDTFBSDI
    5ZQF4DSJQU 7VFKT 1ZUIPO 3VTU 4VEBDIJ
    コンピューターで


    ⼈間の⾔葉を扱う技術

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  9. 8"1/-15FDI5BML

    !TPSBNJ
    Φʔϓϯιʔεͱͯ͠ͷ
    ܗଶૉղੳث4VEBDIJ
    ೥݄ಙౡʹͯࡱӨ
    ೔ຊޠʹ͓͚Δࣗવݴޠॲཧͷج൫ٕज़ʮܗଶૉղੳʯ

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  10. IUUQTEBJMZQPSUBM[KQLJKJSFBEJOHEJDUJPOBSZ
    σΠϦʔϙʔλϧ;

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  11. IUUQTEBJMZQPSUBM[KQLJKJSFBEJOHEJDUJPOBSZ
    ਫ໺ɿ͋ͱɺࣙయ͕޷͖ͳਓ͸ɺՋͳ࣌ʹάʔάϧϚοϓݟΔઆɻ
    ੢ଜɿݟ·͢Ͷʂ
    Ҵ઒ɿ࣮͸ɺ஍ਤ΋ʮݱ࣮ͷ΋ͷΛͳΔ͚ͩਖ਼֬ʹॻ͖ࣸͯ͠ɺ
    ͲͷΑ͏ʹ·ͱΊͯදݱ͢Δͷ͔ʯͱ͍͏ͱ͜Ζ͸ɺࣙయͱڞ௨
    ͢Δͱ͜Ζ͕͋ΔΜͰ͢ΑͶɻ

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  12. ਓྨʹΑΔࢹ֮Խͷྺ࢙
    ϑϨϯυϦʔˍ΢ΣΠφʔ
    ʰσʔλࢹ֮Խͷਓྨ࢙ʱ
    ʢ൧ౢوࢠ༁ʣʢ੨౔ࣾ ʣ
    lྺ࢙Λ௨ͯ͡ɺਓʑͷߟ͑΍ݱ৅͸
    ࡾͭͷܗଶͰදݱ͞Ε͖ͯͨɻ͢ͳΘͪɺ
    ݴ༿ɺ਺ࣈɺͦͯ͠ਤ৅Ͱ͋Δɻz
    ʢQ ڧௐҾ༻ऀʣ
    l࣌୅Λ͞ΒʹਐΊΔͱɺࢹ֮Խͷ࣍ͷൃలظ͸ɺ
    ࠓͰ͸ਤදͱ͔ॳظͷ஍ਤͱݺ͹Ε͍ͯΔ΋ͷ
    ŠֆͰදݱ͞Ε͍ͯͳ͕Β΋ந৅తͳ৘ใΛද͠
    ͍ͯĊͰىͬͨ͜ɻz
    ʢQ ڧௐҾ༻ऀʣ
    ΞφΫγϚϯυϩεʹΑΔੈք஍ਤ
    لݩલ೥୅ࠒʢࠨਤ͸࠶ݱʣ
    ग़య#JCJ4BJOU1BVM8JLJNFEJB
    ϥείʔಎ۸ͷนը
    ສ೥લͱਪఆ
    ग़య1SPGTBYY8JLJNFEJB

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  13. ʮ஍ਤʯͱʮจࣈʯ
    एྛ๕थʰ஍ਤͷਐԽ࿦ʱ
    ʢ૑ݩࣾ ʣ
    lόϏϩχΞͷ೪౔൘஍ਤͰ͸จࣈ͕ఴ͑ΒΕ͍͕ͯͨɺ
    ஍ਤ͸จࣈ͕஀ੜ͢ΔҎલ͔Βଘࡏͨ͠ͱߟ͑ΒΕΔɻ
    ࠷ݹͷ஍ਤ͸ɺچੴث࣌୅ʹ͋ͨΔلݩલສ೥ࠒ
    ͷ΋ͷͱਪఆ͞ΕΔνΣίͷύϒϩϑਤͩͱ͍ΘΕ͍ͯΔ
    ͕ɺͦΕ͸ϚϯϞεͷէͷද໘ʹډॅ஍΍ऄߦ͢ΔՏ઒
    ͷΑ͏͢Λூࠁͨ͠΋ͷͰ͋Δɻલड़ͷϕυϦʔφਤ͕
    ඳ͔Εͨ੨ಔث࣌୅ʹ͸ɺϝιϙλϛΞͳͲͰจࣈͷ࢖
    ༻͸ΈΒΕͨ΋ͷͷɺΧϞχΧܢ୩ͷؠֆʹจࣈΒ͖͠
    ΋ͷ͸ؚ·Ε͍ͯͳ͍ɻ͜Ε͸ɺจࣈͷ࢖༻ʹઌͩͬͯ
    ඳ͔Εͨ͜ͱΛ͍ࣔࠦͯ͠Δɻ
    ɹ͔͠͠ɺϕυϦʔφਤʹ͸ਓ΍Ո԰ΛֆจࣈʢϐΫτ
    άϥϜʣͷΑ͏ͳ༷ࣜԽ͞Εͨه߸Ͱඳ͍ͨ෦෼΋͋Δɻ
    ֆจࣈ͔Βදҙه߸΁ͱల։ͨ͠ͷ͕จࣈͷҰͭͷൃୡ
    ܥྻͩͱ͢Ε͹ɺจࣈͱ஍ਤه߸͕ಉ͡ىݯΛ࣋ͭͱߟ
    ͑ͯ΋Α͍͔΋͠Εͳ͍ɻz

    ʢQ ڧௐҾ༻ऀʣ

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  14. %KT
    %BUB%SJWFO%PDVNFOU
    8FCͰͷσʔλՄࢹԽ

    View Slide

  15. View Slide

  16. View Slide

  17. IUUQTEBUBWJ[NBOBCJCBWJTVBMJ[JOHKQ

    View Slide

  18. IUUQTUXJUUFSDPNZVJDIZTUBUVT

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  19. View Slide

  20. み、みえるね??

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  21. l.*&36/&͸ɺ
    Φʔϓϯσʔλͱ૊৫ͷ࣋ͭΫϩʔζυͳσʔλΛ
    Ґஔ৘ใΛى఺ʹඥ෇͚ɺՄࢹԽ͢Δ͜ͱͰɺ
    ༷ʑͳ՝୊Λղܾ͢Δ
    (*4ιϦϡʔγϣϯΧϯύχʔ
    Ͱ͢ɻz
    ग़యIUUQTXXXNJFSVOFDPKQBCPVUVTʢڧௐҾ༻ऀʣ

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  22. (*4

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  23. (*4じ、じす??

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  24. (*4じ、じす??
    (FPHSBQIJD*OGPSNBUJPO4ZTUFN
    ஍ཧ৘ใγεςϜ

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  25. (*4
    0QFO.BQ5JMFT
    .BQCPY(-+4
    2(*4
    "SD(*4
    -FB
    fl
    FU
    $FTJVN
    EFDLHM
    (FP+40/
    4IBQF
    fi
    MF
    (%"-0(3
    5PQP+40/
    0QFO-BZFST
    5VSGKT
    USFY
    5FHPMB
    (FP4FSWFS (3"44(*4
    1PTU(*4
    %&.
    (FP%KBOHP
    (FP1BOEBT
    0QFO4USFFU.BQ
    .75
    1#'
    'MBU(FPCVG
    "NB[PO-PDBUJPO4FSWJDF
    $IBSJUFT
    (5'4 1-"5&"6
    $JUZ(.-
    ()045*/5)&4)&--
    QH(FPDPEFS

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  26. 0QFO.BQ5JMFT
    .BQCPY(-+4
    2(*4
    "SD(*4
    -FB
    fl
    FU
    $FTJVN
    EFDLHM
    (FP+40/
    4IBQF
    fi
    MF
    (%"-0(3
    5PQP+40/
    0QFO-BZFST
    5VSGKT
    USFY
    5FHPMB
    (FP4FSWFS (3"44(*4
    1PTU(*4
    %&.
    (FP%KBOHP
    (FP1BOEBT
    0QFO4USFFU.BQ
    .75
    1#'
    'MBU(FPCVG
    "NB[PO-PDBUJPO4FSWJDF
    $IBSJUFT
    (5'4 1-"5&"6
    $JUZ(.-
    ()045*/5)&4)&--
    QH(FPDPEFS
    🤯

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  27. IUUQTXXXZPVUVCFDPNXBUDI WS,,@,;ONB[L
    .*&36/&νϟϯωϧ
    2(*4ΦϯϥΠϯηϛφʔಋೖฤ(*4ͱ͸

    View Slide

  28. IUUQTXXXZPVUVCFDPNXBUDI WH'CT+W;JP
    '044(5PLZP

    ਗ਼ਫਖ਼ߦ͞Μʢ(6/."(*4(&&,ʣ

    View Slide

  29. View Slide

  30. Excel & Bing Maps,
    ArcGIS Online,
    QGIS

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  31. カ、カッパ出没マップ??
    Excel & Bing Maps,
    ArcGIS Online,
    QGIS

    View Slide

  32. カ、カッパ出没マップ??
    Excel & Bing Maps,
    ArcGIS Online,
    QGIS
    WebGIS

    View Slide

  33. l8FC(*4ͬͯʁz
    lλΠϧͱ͸ʁzFUD

    ʜūſŴŪƄ

    View Slide

  34. View Slide

  35. .BQ-JCSF
    Φʔϓϯιʔεͷ஍ਤϥΠϒϥϦ
    w .BQ-JCSF(-+48FC
    w .BQ-JCSF/BUJWF"OESPJEJ04
    ೥݄ͷ.BQCPYඇ044ԽʢWʣʹ൐͍஀ੜ
    .BQCPY(-+4W͔ΒͷϑΥʔΫ
    4UBUFPGUIF.BQ1FUS1SJEBM
    IUUQTXXXZPVUVCFDPNXBUDI W5EHZ",(7+@ IUUQTXXXZPVUVCFDPNXBUDI W[KTHSZ9LFK
    '044(1FUS1SJEBM

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  36. IUUQTHJUIVCDPNNBQMJCSFNBQMJCSFCMPCNBJO$0..6/*5:NE
    IUUQTEPDTHPPHMFDPNEPDVNFOUE6#7+@W.%;YGFNDVOXB@(I9P@;3:*F'J(MIXFEJU

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  37. IUUQTHJUIVCDPNNBQMJCSFNBQMJCSFHMKT
    ະڐՄͷ
    όοΫϙʔτ͕
    ࠷େͷڴҖ
    ͋Γ͕ͱ͏.BQCPY🙏
    ෼྾Λආ͚Α͏

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  38. lΦʔϓϯιʔεϓϩδΣΫτʹ͓͍ͯ͸ɺ࠷େͷߩݙऀ͕࠷େͷड
    ӹऀʹͳΔͱ͍͏ʮϑΣΞʯͳؔ܎ੑ͕ߏஙͰ͖ͳ͚Ε͹ɺ͍ͣΕ
    ͸ϓϩδΣΫτ͕נղ͢Δ͔ɺ͋Δ͍͸ίϛϡχςΟ཭୤ʢඇ044
    ԽͳͲʣʹͳΔ͔ʹߦ͖ண͔͟ΔΛಘͳ͍͜ͱ͸ɺྺ࢙͕෺ޠͬͯ
    ͍Δɻz
    lܦӦਞʹͱͬͯ͸ɺ౤ࢿՈ͔ΒͷϓϨογϟʔํ͕ɺίϛϡχςΟ
    σΠ཭୤ͷϦΞΫγϣϯΑΓ΋ѹ౗తʹେ͖͍ͩΖ͏͠ɺΤϯλʔ
    ϓϥΠζྖҬΛސ٬λʔήοτͱͯ͠ߦ͘ʹ͋ͨͬͯ͸ɺ஌తࡒ࢈
    ݖΛ׬શʹίϯτϩʔϧ͢΂͖ͱ͍͏ݟղ΋͋ΔͩΖ͏ɻͦͷத
    Ͱɺ044ϥΠηϯεͱͯ͠ఏڙ͠ଓ͚Δ͜ͱͷརӹΛɺ঎ۀతͳϩ
    δοΫͰઆ໌͢Δͷ͸ͳ͔ͳ͔೉͍͠ɻz
    zࠓճͷඇ044Խ͸େม࢒೦͕ͩɺ͜Ε·Ͱͷ.BQCPYͷ஍ཧ৘ใί
    ϛϡχςΟσΠ΁ͷͱͯͭ΋ͳ͍ߩݙʹ৺͔Βײँ͢Δͱͱ΋ʹɺ
    ΧϥϑϧͳϩϯάςʔϧΛߏ੒͢ΔҰһͱͯ͠ɺࠓޙͷ׆༂ʹΤʔ
    ϧΛૹΓ͍ͨɻz
    .BQCPY(-+4ͷඇ044Խʹ͍ͭͯԣ඿εϩʔϥΠϑ.ZTMPX
    MJGFJO:PLPIBNB ڧௐҾ༻ऀ

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  39. IUUQTHJUIVCDPNTQPOTPSTNBQMJCSF

    View Slide

  40. .BQ-JCSF(-+4Λ
    ࢖ͬͯΈΑ͏
    .BQ-JCSF 4WFMUF 8JLJQFEJBσʔλΛ༻͍ͨ
    ஍ཧۭؒ৘ใՄࢹԽͷࣄྫ

    View Slide

  41. A People Map of Japan

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  42. IUUQTQVEEJOHDPPM

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  43. IUUQTQVEEJOHDPPMQFPQMFNBQ
    ೔ຊ൛Λ࡞੒
    ˞5IF1VEEJOHͷڐ୚ࡁ
    ʮ஍໊ʯΛʮग़਎ਓ෺໊ʯ
    ʹஔ͖׵͑ͨ஍ਤ

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  44. IUUQTTPSBNJEFWQFPQMFNBQKBQBO

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  45. IUUQTTPSBNJEFWQFPQMFNBQKBQBO

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  46. IUUQTTPSBNJEFWQFPQMFNBQKBQBO

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  47. IUUQTTPSBNJEFWQFPQMFNBQKBQBO

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  48. ࢢ۠ொଜͱ
    Ң౓ܦ౓
    ग़਎஍৘ใͷ
    ͋Δϖʔδ
    ࠃ౔ަ௨ল
    ʮҐஔࢀর৘ใʯ
    ϖʔδɾग़਎஍
    (FP+40/
    ϖʔδϏϡʔ

    د
    ͤ
    41"32-
    3&45"1*

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  49. ࠃ౔ަ௨লʮҐஔࢀর৘ใʯ
    ʮશେࣈͷҢ౓ܦ౓ͷฏۉʯΛ
    ʮࢢ۠ொଜΛ୅ද͢ΔҢ౓ܦ౓ʯͱͨ͠
    ʢʮେࣈொஸ໨ίʔυ͕࠷΋খ͍͞৔ॴʯͰ͸
    ΤϦΞͷਅΜதͬΆ͘ͳΒͳ͍ײͩͬͨ͡ʣ
    ࢢ۠ொଜ Χॴ
    w ࢢ
    w ੓ྩࢦఆ౎ࢢͷ۠
    w ౦ژ౎ͷಛผ۠
    ࠃ౔஍ཧӃʹ
    ʮࢢ۠ொଜͷ໾ॴɾ໾৔ٴͼ౦੢ೆ๺୺఺ͷܦ౓Ң౓ʯ
    ͕͚͋ͬͨͲɺ1%'ʜ

    IUUQTXXXHTJHPKQ,0,6+:0)0DFOUFSIUN

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  50. ʮ˓ग़਎ͷਓ෺Ұཡʯϖʔδ͔ΒϦϯΫઌΛྻڍ
    w ౎ಓ෎ݝɾ੓ྩࢦఆ౎ࢢϨϕϧ
    w ࢢ۠ொଜ୯ҐͰͷҰཡϖʔδ͸ͳ͍
    w DG5FNQMBUFʖϊʔτ೔ຊग़਎ͷਓ෺ͷ߹ҙࣄ߲8JLJQFEJB
    w ʢ646,Ͱ͸ʮ1FPQMFGSPN9$JUZʯͱ͍͏Ұཡϖʔδ༗ʣ
    ֤ϦϯΫઌϖʔδͷʮग़਎஍ʯϓϩύςΟΛऔಘ
    w ߏ଄Խ͞Εͯ෇༩͞Εͨ৘ใ
    w όϦΤʔγϣϯ͕͋ͬͨ

    ʮग़਎஍ʯʮग़ੜ஍ʯʮੜ஀஍ʯʮCJSUI1MBDFʯʮPSJHJOʯ
    w ˠ ϖʔδ
    %#QFEJB+BQBOFTF
    8JLJQFEJBඦՊࣄయ൛ͷ0QFO4USFFU.BQ
    %#QFEJB8JLJQFEJBΛݩʹͨ͠ߏ଄Խ৘ใʢ-0%ʣΛެ։
    41"32-3%'ΫΤϦݴޠ%#QFEJBͷ໰͍߹Θͤʹར༻
    SELECT * WHERE {


    / /
    ja.dbpedia.org/resource/๺ւಓ>


    prop
    -
    ja:࠷ߴๆ


    ?o . }
    ๺ւಓ Ѵַ
    ࠷ߴๆ
    ओޠ ड़ޠ ໨తޠ

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  51. 8JLJQFEJBͷग़਎஍৘ใجຊతʹϑϦʔςΩετ
    ˠͳΜͱ͔ͯ͠ɺݱଘ͢Δࢢ۠ொଜ໊΁ඥ෇͚Δ
    w ͷʮग़਎஍ʯςΩετˠ Λ໊دͤ
    w ˠ݁Ռɺ ϖʔδ
    w ˠ ͷࢢ۠ொଜʹϖʔδҎ্͕ଘࡏ
    w ਓ͕ɺෳ਺ͷࢢ۠ொଜͱඥ෇͘͜ͱ͕͋Δ
    ग़਎஍໊ͷ໊دͤ
    ࢢ۠ொଜϨϕϧ΁ͷඥ෇͚
    ˠʮԭೄݝʯʮ๺ւಓࡳຈࢢʯͳͲͷཻ౓͸ର৅֎ͱͳΔ
    l๺ւಓࡳຈ܊޿ౡொ ݱɾ๺޿ౡࢢ
    z
    ˠʮ๺޿ౡࢢʯʢ೥ࢢ੍ࢪߦʣ

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  52. ࣗવݴޠॲཧʜʂ/&3ʢ/BNFE&OUJUZ3FDPHOJUJPO ݻ༗දݱநग़ʣ
    ࣗવจ͔Βநग़͍ͨ͠ྫ
    δϟΨʔ ϩʔΧϧλϨϯτ
    8JLJQFEJB
    ࣗવจʢඇߏ଄σʔλʣ͔Βͷ৘ใநग़ࠓճ͸ະ࣮ࢪ
    /-1ϥΠϒϥϦTQB$ZͰͷ/&3࣮ߦྫ
    ʢ4VEBDIJ͕಺෦Ͱ࢖ΘΕͯΔΑʣ

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  53. ϖʔδ͕ʮਓ෺ʯ͔Ͳ͏͔ͷ൑ఆ
    ʮग़਎஍ʯ͕͋Δϖʔδ
    ˠʮਓؒʯ͔Ͳ͏͔͸෼͔Βͳ͍
    ʢԻָάϧʔϓͳͲؚ͕·ΕΔʣ
    ̙#QFEJBͷߏ଄৘ใ͔Βͷ൑ఆ
    ˠͰ͖ͳ͔ͬͨ

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  54. 8JLJQFEJBͷϖʔδϏϡʔ
    8JLJQFEJB3&45"1*͔Βऔಘ
    ೥݄೔೥݄೔
    ˠ΋ͬͱ΋೥ؒ߹ܭ͕ଟ͍ϖʔδΛ஍ਤʹදࣔ
    ˞5IF1VEEJOH൛Ͱ͸೥෼͔Β೔ຖͰͷ࠷େதԝ஋Λར༻
    ࢀߟ೔͝ͱϏϡʔ501
    ࢀߟ೥ؒ߹ܭϏϡʔ501
    ࢀߟʮେ୩ᠳฏʯ೔͝ͱͷϖʔδϏϡʔ

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  55. ݟΑ͏ݟ·ͶͰελΠϧ+40/Λॻ͘
    w ·ͣPTNCSJHIUΛಡΉ
    w ΊͪΌͪ͘Ό୔ࢁͷϨΠϠʔ͕͋Δʂʂ
    w ˠϨΠϠʔ*%໊Λώϯτʹ

    1ZUIPOͰ+40/Λฤूɺੜ੒
    w ͔ͦ͜Βͻͨ͢ΒखͰฤू
    w ్தͰ.BQUVOJLΛݟ͚ͭΔˠศརʜ
    w ζʔϜΛߟྀͨ͠ελΠϦϯά೉͍͠

    NJO[PPN JOUFSQPMBUF FUDʜ
    .BQ-JCSF(-+4
    എܠ஍ਤ
    w .BQ-JCSF(-+40QFO4USFFU.BQͷϕΫτϧλΠϧදࣔcEBZKPVSOBMNFNPΛࢀߟʹͨ͠
    w ϕΫτϧλΠϧUJMFPQFOTUSFFUNBQKQ
    w 0QFO4USFFU.BQ'PVOEBUJPO+BQBO 0QFO.BQ5JMFTUJMFTFSWFSHM
    w DG.BQ-JCSFͱUJMFPQFOTUSFUNBQKQͰ࢝ΊΔϕΫτϧ஍ਤϓϩάϥϛϯά 5BSP.BUTV[BXB '044(5PLBJ

    ϖʔδϏϡʔ͔Βɺਓ෺ʢࢢ۠ொଜʣΛΧςΰϦ΁
    w ສҎ্ສҎ্ສະຬ
    w ˠ(FP+40/ʹQSPQFSUZ෇༩
    w ˠͦΕʹ͋Θͤͯԁ΍ϥϕϧͷେ͖͞Λઃఆ
    શੈքͷϕΫτϧλΠϧ0QFO.BQ5JMFTΛ࢖ͬͯ஍ਤͷελΠϦϯάΛ͢Δ2JJUB
    !NPSJUPSV .*&36/&"EWFOU$BMFOEBS ʣ
    ˠ͍͢͝ʂिؒલʹಡΈ͔ͨͬͨʜস

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  56. JOEFYTWFMUF
    )FBEFSTWFMUF
    "CPVUTWFMUF
    .BQTWFMUF
    4FBSDITWFMUF 3BOEPNTWFMUF
    4WFMUFϑϩϯτΤϯυͷίϯύΠϥDG3FBDU 7VFKT "OHVMBS
    4WFMUF,JU4WFMUFͷެࣜϑϨʔϜϫʔΫʢ·ͩЌ൛ʣDG/FYUKT /VYUKT
    3BOEPN
    4FBSDI
    "CPVU
    )FBEFS
    ˞༨ஊ
    4WFMUF࡞ऀͷ3JDI)BSSJT͸ݩ/:λΠϜζͷάϥϑΟοΫΤσ
    Ολʔ
    5IF1VEEJOH΋4WFMUFΛ࠷ۙ࢖͍ͬͯΔ໛༷

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  57. w ҠಈζʔϜͨ͠Βʜ
    w αʔνόʔΛΫϦΞ
    w ϙοϓΞοϓΛඇදࣔ
    w ˠϙοϓΞοϓද͍͚ࣔͨ͠ͲɺҠಈͯ͠Δ͔Βফ͑Δʂ
    w ˠonce(“moveend”, ()
    = >
    {…})
    w Ҡಈ͕׬͔ྃͯ͠ΒίʔϧόοΫ
    .BQ-JCSFͷΠϕϯτɺ
    4WFMUFͷϦΞΫςΟϏςΟ
    ·ͣΠϕϯτϦεφʔΛ֎ͯ͠ɺ
    Ҡಈ͕׬ྃͨ͠Βɺ
    ϙοϓΞοϓΛදࣔͯ͠
    ͦͯ͠ΠϕϯτϦεφʔΛ෇͚௚͢
    εϚϗͰͷจࣈೖྗ
    ΩʔϘʔυ͕ग़ݱ͢ΔͨΊɺ
    ҙਤͤͣʮҠಈʯͯ͠͠·͏
    ʢݱࡏͷ࣮૷ΑΓ΋ͬͱεϚʔτͳํ๏͕͋Δͱࢥ͏ʜʣ

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  58. શͯͷίʔυͱσʔλ͸
    (JU)VCͰެ։͍ͯ͠·͢

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  59. ܦݧ


    GIS


    完全に理解した

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  60. '044(+BQBO
    ೥݄೔
    IUUQTXXXZPVUVCFDPNXBUDI WRBBX"%DM

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  61. 🙂
    🙂
    🙂
    (ۭؒ&910
    ೥݄೔

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  62. IUUQTRJJUBDPNBEWFOUDBMFOEBSNJFSVOF
    .*&36/&
    "EWFOU$BMFOEBS

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  63. ܦݧ

    ৴ なにも


    わからない…!

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  64. GIS 楽しい!
    (なにもわからないけど)

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  65. ͝


    ͋
    Γ
    ͕
    ͱ
    ͏
    ͝
    ͟
    ͍
    ·
    ͠
    ͨ
    .BQ-JCSF
    4WFMUF
    8JLJQFEJBσʔλ
    Λ༻͍ͨ
    ஍ཧۭؒ৘ใՄࢹԽ
    ͷࣄྫ

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