ネットワーク時代のデータビジュアライゼーション

Transcript

1. Data visualization in the era of network ωοτϫʔΫ࣌୅ͷ
   σʔλϏδϡΞϥΠθʔγϣϯ ໼࡚
   ༟Ұ
2. ʮϫΠϯΛௌ͘ʯҏ౻ᚸਓஶ
4. $JWJD
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5. $PEF
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6. $PEF
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   ࣥච ౦ژอҭԂ
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   8"31׆༻
7. %BUB 7JTVBMJ[BUJPO *OGPSNBUJPO "SDIJUFDUVSF %BUB
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8. https://www.facebook.com/photo.php?fbid=10153795302373201&set=a.10153042242063201.1073741877.649793200&type=3&theater ͘·΋Μ
9. 0QFO
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   %BZϩΰδΣωϨʔλ http://odd.structure-and-representation.com/
10. http://opendataday.org/
11. Foundamentals ݪཧݪଇ ࣌ؒͷྲྀΕʗ࠲ඪܥ ࠨ͔Βӈ΁ νϟʔτશମΛߋ৽͢Δ ্͔ΒԼ΁ ࠨ͔Βӈ΁ ࠨ͔Βӈ΁ มԽ ߏ੒ͷมԽ ԁঢ়ʹ දݱͰ͖Δ͜ͱ σʔλϙΠϯτͷදݱ ൺֱ ஍ཧۭؒʹ
12. ఻ΘΒͳ͚Ε͹ҙຯ͕ͳ͍ डಈత Ϣʔβʔͷঢ়ଶ ஌͍ͬͯΔ ஌Βͳ͍ Τϯλϝ౓ߴΊͳ ૌٻ ୺తͳૌٻ ୺తͳૌٻ ৄ͍͠આ໌͕Մೳ ೳಈత Ϣ ồ β ồ ͷ ஌ ࣝ
13. डಈత Ϣʔβʔͷঢ়ଶ ஌͍ͬͯΔ ஌Βͳ͍ Τϯλϝ౓ߴΊͳ ૌٻ ୺తͳૌٻ ୺తͳૌٻ ৄ͍͠આ໌͕Մೳ ೳಈత Ϣ ồ β ồ ͷ ஌ ࣝ ఻ΘΒͳ͚Ε͹ҙຯ͕ͳ͍
14. ఻ΘΒͳ͚Ε͹ҙຯ͕ͳ͍ ࣌ؒແ੍ݶͰɺ จࣈͩΒ͚ͷࢿ ྉ਺ेϖʔδͰɺ ߦ͏ ந৅Խ ৄ͍͠આ໌ ͨͱ͑͹  ඵͰɺ ͨͱ͑͹  ෼Ͱɺ ಉ͜͡ͱΛઆ໌ ͢Δ ୺తͳઆ໌
15. σʔλ͔Β஌ܙ΁ ωΠαϯɾγΣυϩϑ
    
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    ର৅෺ΛՄࢹԽ ݱ࣮ۭؒʹ
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19. Data & Visualization σʔλͱՄࢹԽ
20. σʔλߏ଄ͷ෼ྨ ද ਺஋σʔλ จࣈσʔλ ஍ཧۭؒ σʔλ ؔ܎ੑ ©Yuichi Yazaki, all rights reserved.
21. Ϩίʔυ σΟϝϯγϣϯ ©Yuichi Yazaki, all rights reserved. දσʔλͷߏ଄
22. ©Yuichi Yazaki, all rights reserved. දσʔλͷߏ଄ ౎ಓ෎ݝ ๺ւಓ ळాݝ ؠखݝ ٶ৓ݝ ळాݝ )      )      Ϩίʔυ ೥౓ ) ) ) ) ) ๺ւಓ      ࣌ܥྻσʔλ ಉ͡σʔλͰ΋  ΧςΰϦʔʢ෼ྨʣσʔλ ळాݝ      σΟϝϯγϣϯ σΟϝϯγϣϯ Ϩίʔυ
23. ©Yuichi Yazaki, all rights reserved. ஍ཧۭؒ ද ςΩετߏ଄ ෼෍ ؔ܎ੑ ॱং ࣌ܥྻ มԽ ߏ੒ ൺֱ ෼ྨ ਺஋σʔλ จࣈσʔλ ஍ཧۭؒ σʔλ ؔ܎ੑ σʔλͷߏ଄ͱΠϯαΠτ
24. ԁάϥϑ 1JF
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25. ©Yuichi Yazaki, all rights reserved. ෼෍ ॱং ࣌ܥྻ มԽ ߏ੒ ൺֱ ෼ྨ ԁάϥϑ 1JF
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    $IBSU ԁάϥϑ 1JF
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26. ©Yuichi Yazaki, all rights reserved. ಉ͡νϟʔτΛ
    ෳ਺࢖͏ ଟ࣍ݩσʔλΛ
    ՄࢹԽͰ͖Δ
    νϟʔτΛ࢖͏ ෳ਺ͷछྨͷ
    νϟʔτΛ
    ૊Έ߹ΘͤΔ Ͳ͜·ͰදݱͰ͖Δ͔ʁ νϟʔτΛ
    ࢖͏ άϧʔϓɾ όʔɾνϟʔτ (SPVQFE
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27. Network ωοτϫʔΫ Linear Force-Directed Force-Directed from center Circular Flow Organized Polar/Radial Community Structure Geography based Matrix #JP
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    %JBHSBN ©Yuichi Yazaki, all rights reserved.
28. ©Yuichi Yazaki, all rights reserved. ೖΕࢠ  ϕΫτϧ ෳ਺ϕΫτϧ πϦʔɾϚοϓ ϊʔυˍϦϯΫ πϦʔߏ଄ͷՄࢹԽ ฒ΂Δ ϢʔΫϦουฏ໘ ϥσΟΞϧ ૒ۂزԿ
29. ©Yuichi Yazaki, all rights reserved. ϦϯΫͷॏΈΛ දݱ͠΍͍͢ Ϋϥελʔ͕ೝ஌͠΍͍͢ Ϋϥελʔ͕ೝ஌ͮ͠Β͍ πϦʔߏ଄͕͋Δ πϦʔߏ଄͕ͳ͍ ϦϯΫͷॏΈΛ දݱͮ͠Β͍ ωοτϫʔΫͷՄࢹԽ
30. ̓ͭͷڮΛશͯ౉Γɺ
    ݩͷ৔ॴ΁໭Δʹ͸ͲͷΑ͏ʹߦ͚͹Α͍͔ʁ
    ʢͨͩ͠ɺಉ͡ڮΛ̎౓Θͨͬͯ͸͍͚ͳ͍ʣ ϨΦϯϋϧτɾΦΠϥʔʮέʔχώεϕϧΫͷڮͷ໰୊ʯ
31. ̓ͭͷڮΛશͯ౉Γɺ
    ݩͷ৔ॴ΁໭Δʹ͸ͲͷΑ͏ʹߦ͚͹Α͍͔ʁ
    ʢͨͩ͠ɺಉ͡ڮΛ̎౓Θͨͬͯ͸͍͚ͳ͍ʣ ϨΦϯϋϧτɾΦΠϥʔʮέʔχώεϕϧΫͷڮͷ໰୊ʯ
32. ̓ͭͷڮΛશͯ౉Γɺ
    ݩͷ৔ॴ΁໭Δʹ͸ͲͷΑ͏ʹߦ͚͹Α͍͔ʁ
    ʢͨͩ͠ɺಉ͡ڮΛ̎౓Θͨͬͯ͸͍͚ͳ͍ʣ ϨΦϯϋϧτɾΦΠϥʔʮέʔχώεϕϧΫͷڮͷ໰୊ʯ
33. ιγΦάϥϜ http://yawatosho.hateblo.jp/entry/20100623/1277306205 "
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34. ωοτϫʔΫ w ࣗવՊֶʢ෺ཧֶɺੜ෺ֶɺҨ఻ֶɺੜଶֶɺӸֶʣ
    w ࣾձՊֶʢࣾձֶɺ౎ࢢܭըͳͲɺݱ࣮ੈքͷγεςϜʣ
    ͳͲɺωοτϫʔΫͷ໰୊ͱͯ͠ѻ͑Δɻ ࣾձՊֶͷ৔߹ɺωοτϫʔΫʹؔ܎ੑ
    ࠷ۙͩͱɺ%BUJOH
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35. http://yawatosho.hateblo.jp/entry/20100623/1277306205 /FUXPSLT
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    ωοτϫʔΫͱͯ͠ѻ͏ ҎԼͷ৚݅Λຬͨ͢৔߹ w ดϧʔϓΛؚ·ͳ͍ಉ͡ϊʔυಉ࢜Λͭͳ͙Τοδ͕ଘࡏ͠ͳ͍
    w ઀ଓ͞ΕͨωοτϫʔΫ಺ͷ͢΂ͯͷ௖఺͕ɺ͋Δܦ࿏Λհͯ͠ωοτϫʔΫΛհͯ͠ޓ͍ʹ౸ୡՄೳ
    w ແ޲Ͱ͋ΔΤοδʹํ޲ੑ͕ͳ͍ πϦʔ ωοτϫʔΫ
36. How to face? ʮ͜ͷ৘ใ͕͋;ΕΔ࣌୅ʹ
    ɹզʑ͸ͲͷΑ͏ʹ͜ΕΒͱ޲͖߹͍ͬͯ͘ͷ͔ʯ
37. ఆੑ৘ใΛఆྔతʹோΊΔ How to face? ʮ͜ͷ৘ใ͕͋;ΕΔ࣌୅ʹ
    ɹզʑ͸ͲͷΑ͏ʹ͜ΕΒͱ޲͖߹͍ͬͯ͘ͷ͔ʯ
38. ݪൃࣄނ
    ආ೉ऀͷ੠
    ʙ/),෱ౡ์ૹہΞϯέʔτʙ http://www3.nhk.or.jp/news/fukushimawordcloud/
39. ၆ᛌࢹ఺Ͱؔ܎ੑΛோΊΔ
40. ۃݶ·Ͱશମ࠷దԽ͢Δ How to face? ʮ͜ͷ৘ใ͕͋;ΕΔ࣌୅ʹ
    ɹզʑ͸ͲͷΑ͏ʹ͜ΕΒͱ޲͖߹͍ͬͯ͘ͷ͔ʯ
41. ٘ਜ਼ऀͷํͨͪΛࣾձతʹீ͏
    ϦϑϨΫςΟϯάɾϓʔϧ
42. ɾඃ֐ʹૺΘΕͨ৔ॴʢϊʔεɺα΢ελϫʔʣ
    ɾ౥৐ͯͨ͠ඈߦػʢΞϝϦΧϯߤۭศʗศɺϢφΠςουߤۭศʗศʣ
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    ɾ୭ͱ୭Λۙ͘ʹ഑ஔͯ͠΄͍͠ͱ͍͏Ҩ଒͔ΒͷϦΫΤετ ʢ݅Ҏ্ʣ
    ͜ΕΒ͢΂ͯΛಉ࣌ʹຬͨ͢͜ͱΛ໨ࢦͨ͠ɻ http://localprojects.net/work/911-memorial-museum-ground-zero http://bylines.news.yahoo.co.jp/yazakiyuichi/20160909-00062016/ ࣾձతͳ݁ͼ͖ͭʹԠͯ͡ɺ഑ྻ͕ܾΊΒΕͨɻ
43. ๲େͳ૊Έ߹Θͤͷத͔Β
    શମ࠷దΛಘΔ
44. ࢹ఺Λม͑ͯɺݟํΛม͑Δ How to face? ʮ͜ͷ৘ใ͕͋;ΕΔ࣌୅ʹ
    ɹզʑ͸ͲͷΑ͏ʹ͜ΕΒͱ޲͖߹͍ͬͯ͘ͷ͔ʯ
45. ෋ࢁݝೆ౑ࢢͷެڞࢪઃ ၆ᛌࢹ఺
46. ෋ࢁݝೆ౑ࢢͷެڞࢪઃ ݸਓࢹ఺
47. ਿӜ߁ฏ͞Μ
    ࣌ؒ࣠มܗ஍ਤ
48. ਿӜ߁ฏ͞Μ
    ࣌ؒ࣠มܗ஍ਤ
49. ࣗ෼͝ͱʹ͢ΔͨΊʹ
    ϑΟϧλʔΛ͔͚Δ
    ओ؍తͳ΋ͷͷݟํΛڞ༗͢Δʹ ଟࢹ఺
50. Ձ஋൑அͷ࣠Λͨ͘͞Μಉ࣌ʹ࣋ͭ How to face? ʮ͜ͷ৘ใ͕͋;ΕΔ࣌୅ʹ
    ɹզʑ͸ͲͷΑ͏ʹ͜ΕΒͱ޲͖߹͍ͬͯ͘ͷ͔ʯ
51. ΦϦϯϐοΫ֫ಘϝμϧ਺ͷՄࢹԽ https://landing.google.com/altmedaltable/
52. ෳ਺ͷσʔλͷֻ͚߹Θ͔ͤΒ
    ৽͍͠ࢦඪΛ
53. ৘ใͷ੔ཧͷ࢓ํΛ͔͑Δ How to face? ʮ͜ͷ৘ใ͕͋;ΕΔ࣌୅ʹ
    ɹզʑ͸ͲͷΑ͏ʹ͜ΕΒͱ޲͖߹͍ͬͯ͘ͷ͔ʯ
54. ࠃཱࠃձਤॻؗ
55. େن໛ਤॻ͕ؗऔΓ૊Ή
    ΢ΣϒɾΞʔΧΠϏϯά
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    **1$ https://vimeo.com/26878982#t=152s
56. http://bylines.news.yahoo.co.jp/yazakiyuichi/20170123-00066895/
57. ೔ຊेਐ෼ྨ๏ http://yawatosho.hateblo.jp/entry/20100623/1277306205
59. ωοτϫʔΫ࣌୅ͷ৘ใ੔ཧ
    ͷ࢓ํΛߟ͑Δ
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