ハッカーズチャンプルー2017「データ・ビジュアライゼーションによる 地域や社会との関わり方」

Transcript

1. σʔλɾϏδϡΞϥΠθʔγϣϯʹΑΔ
   ஍Ҭ΍ࣾձͱͷؔΘΓํ *MMVTUSBUJPO
   CZ
   0TXBMEP
   ,BUP ໼࡚༟Ұ Hacker's Champloo 2017

2. ͋ͳͨ୭ʁ

3. 5
   OBWJ JOUFSOFU
   QPSUBM
   TFSWJDF
   PO
   57
   
   CZ
   1BOBTPOJD

4. None

5. $&3&70
   $BN

6. None
7. None

8. EFTJHO
   GPS
   B
   QPSUGPMJP
   PG
   :PSJLP
   :PEB

9. EFTJHO
   GPS
   B
   QPSUGPMJP
   PG
   :PSJLP
   :PEB

10. EFTJHO
    GPS
    B
    QPSUGPMJP
    PG
    :PSJLP
    :PEB

11. None
12. None

13. Source Code in TV and Film https://moviecode.tumblr.com/

14. Data Visualization Japan ֓ࢉࢀՃऀɿ2000໊ σβΠφʔɺΤϯδχΞɺσʔλαΠΤϯςΟ ετɺδϟʔφϦετ ࢀՃऀɿ200໊ σβΠφʔɾΤϯδχΞɾδϟʔφϦ ετɺߦ੓ؔ܎ऀɺ౎ຽ Code

    For Tokyo
15. None

16. σʔλ
    ϏδϡΞϥΠθʔγϣϯ
    ͱ͸

17. ର࿩తͰ͋Δ σʔλϏδϡΞϥΠθʔγϣϯͳΒͰ͸ͷಛ௃ ̩̥̥
    ڊେܦࡁݍͷ࣮ྗ IUUQTWEBUBOJLLFJDPNQSKUQQ

18. จࣈσʔλΛ਺ࣈσʔλͷΑ͏ʹ
    ோΊΔ σʔλϏδϡΞϥΠθʔγϣϯͳΒͰ͸ͷಛ௃ ݪൃࣄނ
    ආ೉ऀͷ੠ IUUQXXXOILPSKQOFXTGVLVTIJNBXPSEDMPVE

19. දݱͷ෯Λ֦ு σʔλϏδϡΞϥΠθʔγϣϯͳΒͰ͸ͷಛ௃ ΦʔϓϯσʔλσΠɾϩΰδΣωϨʔλ IUUQPEETUSVDUVSFBOESFQSFTFOUBUJPODPN

20. http://opendataday.org/

21. None

22. https://www.facebook.com/photo.php?fbid=10153795302373201&set=a.10153042242063201.1073741877.649793200&type=3&theater දݱͷ෯Λ֦ு σʔλϏδϡΞϥΠθʔγϣϯͳΒͰ͸ͷಛ௃

23. σʔλΛ
    ՄࢹԽ͢Δ
    ҙٛ

24. σʔλ͔Β஌ܙ΁ ωΠαϯɾγΣυϩϑ
    
    *OGPSNBUJPO
    %FTJHOͷʮཧղͷεϖΫτϧʯΛݩʹɺ໼࡚͕࡞੒ ܦݧ ɾΦʔϓϯσʔλ ɾηϯαʔσʔλ ͳͲଘࡏ͢Δ σʔλ͢΂ͯ هԱʹ ࢒ΓͮΒ͍ ୹ظهԱʹ

    ࢒Δ ௕ظهԱʹ ࢒Δ ৗࣝʹͳΔ ৘ใͱܦݧ͕ ड͚खͷதͰ ҰମԽͨ͠΋ͷ σʔλ͕ ɾந৅Խ ɾՄࢹԽ ͞Εͨ΋ͷ ଟ͘ͷਓ͕ ڞ༗͢Δ ஌ࣝ σʔλ ৘ใ ஌ࣝ ஌ܙ

25. σʔλ͔Β
    Ձ஋Λͭ͘Δʹ͸ʁ
    ʢσʔλ෼ੳҎ֎Ͱʣ

26. σʔλ͸ղ͖΄͙ͯ͠
    ͔͚ࢉ͢Δͱɺ
    Ձ஋͕ͰΔɻ

27. σʔλ͸ղ͖΄͙ͯ͠
    ͔͚ࢉ͢Δͱɺ
    Ձ஋͕ͰΔɻ

28. ࿑ಇྗ཰ʢ̢ࣈΧʔϒʣ ঁੑͷ࿑ಇྗ཰ͷਪҠʢશࠃʣ CZ
    .BNJ
    &OPNPUP

29. ঁੑͷ࿑ಇྗ཰ͷਪҠʢ౎಺ࢢ۠ொଜผʣ CZ
    .BNJ
    &OPNPUP

30. σʔλ͸ղ͖΄͙ͯ͠
    ͔͚ࢉ͢Δͱɺ
    Ձ஋͕ͰΔɻ

31. -FWFMJOH
    UIF
    pFMEʢΦϦϯϐοΫ֫ಘϝμϧ਺ʣ IUUQTMBOEJOHHPPHMFDPNBMUNFEBMUBCMF

32. σʔλ͸ղ͖΄͙ͯ͠
    ͔͚ࢉ͢Δͱɺ
    Ձ஋͕ͰΔɻ

33. None

34. W ެॿͱڞॿͷؒʹ͋Δ՝୊Λɺ
    σβΠφʔ΍ϓϩάϥϚʔɺσʔλ෼ੳՈͳͲ͕࿈ܞͯ͠ɺ
    Φʔϓϯσʔλ΍*5ٕज़Λ׆༻࣮ͯ͠ݱ͢ΔίϛϡχςΟ
    ೥݄ʙ׆ಈ։࢝ ࣗॿ ڞॿ ެॿ

35. $PEF
    'PS
    5PLZPͱ͸

36. ओͳऔΓ૊Έ 3&4"4
    ࣥචɾϫʔΫ
    γϣοϓ࣮ࢪ ౦ژอҭԂ
    Ϛοϓ ࠃཱࠃձਤॻؗ
    8"31׆༻ ඼઒۠ͱ
    ڠಇࣄۀ

37. 3&4"4 3&4"4ͷڭՊॻʗ3&4"4Λ࢖ͬͯ஍Ҭͷ՝୊Λൃݟ͠Α͏ʂ ໾ׂɿΠϕϯτͷاըɺ࣮ࢪɺϝϯλʔ
    ɺॻ੶ͷࣥච
    XJUI
    $PEF
    'PS
    5PLZP

38. 3&4"4ͷڭՊॻ IUUQXXXBNB[PODPKQEQ ষ
    3&4"4ͰൃݟͰ͖Δ͜ͱ
    ষ
    3&4"4Ϛοϓ૯ཡ
    ষ
    ࣏ࣗମɾ஍Ҭͷ෼ੳࣄྫू
    ষ
    &YDFMͰ؆୯ʹͰ͖Δ౷ܭղੳ
    ʜ͓ͨʹ
    ୅දऔక໾
    খ୩
    ༞Ұ࿕ࢯ
    ষ
    ڭҭݱ৔ʹ͓͚Δ׆༻ͷ࣮ࡍ
    ʜۚ୔େֶ
    দӜ
    ٛতࢯ
    ষ
    ஍ݩͰϫʔΫγϣοϓΛ։͜͏
    

    ʜ$PEF
    GPS
    5PLZP
    ໼࡚
    ༟Ұӿຊ
    ਅඒ
    ষ
    ਐԽΛଓ͚Δ3&4"4
    ষ
    ׆༻ΛՃ଎͢ΔΦʔϓϯσʔλू

39. w ؠखݝՖרࢢ
    w ๺ւಓχηίࢢ
    w ੩Ԭݝ೤ւࢢ
    w ௕໺ݝ൧ాࢢ
    w ۽ຊݝਓ٢ࢢ

    ୅ͷ஍ํٞһ͞Μ΁ϫʔΫγϣοϓ։࠵ ͓୊ͱ࣏ͨࣗ͠ମ

40. w ෇ՃՁ஋ग़ͯ͠Δͷ͸ɻҩྍͱ෱ࢱɻ
    w ஍ݩͰ੝Μͳ࢈ۀ͸৯඼੡଄ʢനࢠɺে༉ͱຯ઻ʣͱ൒ ಋମɻ
    w ൒ಋମ͸ɺചΓ্͛θϩʹͳͬͨ͜ͱ͕͋Δɻ͍ͭͳ͘ ͳΔ͔Θ͔Βͳ͍ɻ
    w ւ͕ۙ͘ʹ͋Δ͚Ͳਫ࢈Ճ޻΍͍ͬͯͳ͍ɻۙ͘ͷ࣏ࣗ

    ମͰ΍ΒΕͯ͠·͍ͬͯΔɻ
    w ਫ࢈෺͸;Δ͞ͱೲ੫Ͱ΋ϑΟʔνϟʔ͞Ε͍ͯͳ͍ɻ ͜ΕΛചΓग़͍ͯ͜͠͏ɻ ͲΜͳൃද͕͔͋ͬͨʜ۽ຊݝਓ٢ࢢ
41. None

42. ஍ਤ΍σʔλ͔Βߟ͑ΔอҭԂ໰୊
    ໾ׂɿσʔλऩूɺαΠτߏஙɺΠϕϯτ։࠵
    ར༻πʔϧɿ&YDFMɺ+BWB4DSJQU
    ར༻σʔλɿอҭԂσʔλ IUUQDPEFGPSUPLZPDBUFHPSZIPJLVFONBQ

43. w ڞಇ͖ͷͨΊʹ͸ɺอҭԂʹ༬͚Δඞཁ͕͋Δɻ
    w ೝՄอҭԂͩͱ҆ͯ͘ࡁΉ͕΄΅ۭ͖͕ͳ͍ɻ
    w ೝՄ֎อҭԂͩͱߴ͍ɻ
    w ͦ΋ͦ΋Ͳ͜ʹͲΜͳอҭԂ͕͋Δͷ͔શମΛҰ౓ʹ ೺ѲͰ͖Δ΋ͷ͕ͳ͍ɻ
    w

    ر๬ͷอҭԂʹೖΔͨΊʹɺग़࢈λΠϛϯάΛίϯτ ϩʔϧ͢Δɺِ૷཭ࠗ͢Δɺٞһʹಇ͖͔͚Δ
    ˠͱʹ͔͘৘ใ͕଍Γͳ͍ ʢ౦ژͰ͸ʣอҭԂ͕଍Γͳ͍ʜ

44. อҭԂϚοϓЌ൛ http://hoikuenmap.codefor.tokyo/ IUUQIPJLVFONBQDPEFGPSUPLZP

45. IUUQTXXXGBDFCPPLDPNFWFOUT BDUJWF@UBCQPTUT σʔλ͔ΒอҭԂΛߟ͑Δ
    $JWJD
    )BDL
    /JHIU
    5PLZP

46. อҭ࢜ɺอҭॴɺ଴ػࣇಐɺอҭ ॴͷӡӦऀͱ͍͏ͦΕͧΕʹ͍ͭ ͯɺϚΫϩͳࢹ఺͔ΒͷσʔλΛ ֓؍ɻ IUUQTTQFBLFSEFDLDPNDPEFGPSUPLZPEFUBLBSBCBPZVZVBOXPLBPFSV ࢀՃऀͷҙݟ΍ײ૝ IUUQTQBQFSESPQCPYDPNEPD$JWJD)BDL/JHIU(7HIW8D6)[;&)N+KV5

47. σʔλͷඪ४Խ͕࣮ݱ

48. IUUQTOFXTZBIPPDPKQCZMJOFZB[BLJZVJDIJ

49. ౦ژͷ஍Ҭ՝୊ʹอҭԂ໰୊ʹ޲͖߹͏தͰɺ
    σʔλͷඪ४Խ͕ʢӡྑ͘ʣ࣮ݱɻ
    ՝୊ઌਐΤϦΞ͔ͩΒͦ͜Ͱ͖Δ͜ͱɻ

50. ඼઒۠ Φʔϓϯσʔλ׆༻ͷڠಇࣄۀ ϫʔΫγϣοϓɺΞΠσΞιϯɺϋοΧιϯͷ࣮ࢪʹΑΔ۠ຽࢀՃܕͷαʔϏε࡞Γ

51. ॅΉ৔ॴͷ͜ͱ͸
    ͦ͜ʹॅΉਓͷํ͕Α͘஌͍ͬͯΔ http://www.city.shinagawa.tokyo.jp/hp/menu000000400/hpg000000348.htm ϓϨΠύʔΫ
    ๺඿͜Ͳ΋๯ݥͻΖ͹

52. None
53. None

54. HSBQIJD
    SFDPSEJOH
    CZ
    4BUPNJ
    8BOBNJ

55. HSBQIJD
    SFDPSEJOH
    CZ
    4BUPNJ
    8BOBNJ

56. ඼઒۠ͷ՝୊Λղܾ͢ΔΑ͏ͳΞϓϦΛ࡞Γɺ
    ඼઒ൃͱͯ͠શࠃ΁ൃ৴͢Δ

57. ඼઒ͷ஍Ҭ՝୊ʹ޲͖߹͏ɻ
    ՝୊ઌਐΤϦΞ͔ͩΒͦ͜Ͱ͖Δ͜ͱΛɻ

58. ԭೄͷ஍Ҭ՝୊͸
    ԿͰ͔͢ʁ

59. ఆܕԽͨ͠
    σʔλ Φʔϓϯιʔε
    ιϑτ΢ΣΞ ࢠҭͯࢪઃɺ๏ਓ৘ใɺ ؍ޫɺަ௨ɺආ೉ॴʜ ϑΥʔΫͯ͠࢖͏ ͜ͷೋ͕ͭଗ͍͚ͬͯ͹
    ೔ຊશࠃ΁ల։͍͚ͯ͠Δ

60. ࣗൢػͷΑ͏ͳߦ੓αʔϏε͔Β

61. ϓϥοτϑΥʔϜʹʢྫɿ4NBSU1IPOFʣ IUUQXXXFYQSFTTDPVLMJGFTUZMFTDJFODFUFDIOPMPHZ"OESPJE6TFST.PWJOHUPJ1IPOF

62. ࢖͏ਓ͕ࣗ෼͕ཉ͍͠΋ͷΛ࡞Δ
    ϒϥοΫϘοΫεԽͤ͞ͳ͍

63. େྔੜ࢈
    ϓϩμΫτ ߦ੓
    αʔϏε

64. ϋοΫʹԿͰΑʔ΍ʂ ɹɹɹɹʢποίϛʣ

65. $PEF
    'PSʜόοτϚϯతߦҝ
    $SJUJDBM
    &OHJOFFSJOHʜδϣʔΧʔతߦҝ ˞μʔΫφΠτతੈք؍

66. IUUQTDSJUJDBMFOHJOFFSJOHPSHKQ

67. w σʔλ͸ɺղ͖΄͙ͯ͠ɺ͔͚ࢉ͢Δͱɺ Ձ஋͕ͰΔ
    w ஍Ҭͷઌਐ՝୊͕೔ຊશମΛॿ͚Δ
    w ϋοΫʹԿͰΑʔ΍ʂ

68. IUUQOPUBUJPODPKQ IUUQTUSVDUVSFBOESFQSFTFOUBUJPODPN IUUQCZMJOFTOFXTZBIPPDPKQZB[BLJZVJDIJ IUUQTDPEFGPSUPLZP IUUQTOPUBUJPODPKQ IUUQTOFXTZBIPPDPKQCZMJOFZB[BLJZVJDIJ