先端科学と社会をアートでつなぐビジュアライゼーション

Bonfire Data Analyst #5 ソーシャルグッドなデータプロダクト発表資料

https://yj-meetup.connpass.com/event/250091/

Transcript

1. ઌ୺ՊֶͱࣾձΛΞʔτͰͭͳ͙
   ϏδϡΞϥΠθʔγϣϯ
   ࢁลਅ޾ʢσʔλɾϏδϡΞϥΠζσβΠφʔʣ!NBTBLJDL
   σβΠϯͱϓϩάϥϛϯάגࣜձࣾ୅දऔక໾
   ܚጯٛक़େֶେֶӃ੓ࡦɾϝσΟΞݚڀՊޙظത࢜՝ఔʢࣾձਓίʔεʣ
   ෢ଂ໺ඒज़େֶΫϦΤΠςΟϒɾΠϊϕʔγϣϯֶՊඇৗۈߨࢣ
   *"."4৘ใՊֶܳज़େֶӃେֶϝσΟΞදݱݚڀՊඇৗۈߨࢣ
   ໌੕େֶσβΠϯֶ෦ඇৗۈߨࢣ
   
   

   View Slide

2. ৽ܕίϩφมҟגͷ̏࣍ݩܥ౷थ
   /),ɺ౦ւେֶҩֶ෦
   ײછϦεΫۭ࣌ؒີ౓
   /),ɺ౦๺େֶ
   ίϩφՒͷ4/4ײ৘఻೻
   /),ɺ౦ژ޻ۀେֶଞ
   ϓϩδΣΫτ
   ,ͰಡΈղ͘ϚΠΫϩϓϥενοΫͷӨڹ
   /),ɺ۝भେֶ
   ւ༸େ॥؀γϛϡϨʔγϣϯ
   ೔ຊՊֶະདྷؗɺւ༸ݚڀ։ൃػߏɺ
   ܚጯٛक़େֶɺϥΠκϚςΟΫε
   

   View Slide

3. ݚڀςʔϚ
   w "SUJTUJD7JTVBMJ[BUJPOɿײੑతՄࢹԽ
   w $PNNVOJDBUJWF7JTVBMJ[BUJPOɿแׅతͳࣾձશମͷίϛϡχέʔγϣϯͷͨΊͷՄࢹԽ
   Ұൠͷਓ͕͋·Γ໨ʹ͢Δ͜ͱ͕ͳ͍๲େͳσʔλΛө૾ԽɾలࣔԽ͢Δ͜ͱʹΑΓɺ
   ΠϯϑΥάϥϑΟΫεʢ఻ୡతՄࢹԽʣͰ͸ಘΒΕͳ͍σʔλͷϦΞϦςΟ΍ଟ༷ͳࢹ఺Λఏࣔ͢Δɻ
   ؑ৆͢Δਓʑ͕σʔλʹରͯ͠ʮओମతʹ໰͏͜ͱʯΛଅ͢σβΠϯͷݚڀɻ
   

   View Slide

4. w ೥݄ɹ/),ϓϥεΫϩεौ୩
   ڞ໐͢ΔϝσΟΞ,ϏδϡΞϥΠθʔγϣϯͷՄೳੑల
   w ೥݄ɹ/),૯߹
   ΫϩʔζΞοϓݱ୅ʮ࠷৽ݚڀͰഭΔมҟ΢Πϧεײછ๷ࢭࡦʯ
   w ೥݄
   ՄࢹԽ৘ใֶձओ࠵ɹՄࢹԽ৘ใֶγϯϙδ΢ϜɹΞʔτ৆େ৆
   w ೥݄ɹ/),ϓϥεΫϩεौ୩
   ࢲͨͪͷϛϥΠలʢੜ෺ଟ༷ੑʣɿϚΠΫϩϓϥενοΫͷྲྀग़
   w ೥݄ɹ."%%"XBSE 4*((3"1)"4*"1BSUOFS
   
   ౓υʔϜө૾ʮ5IFWJTVBMJ[BUJPOPG$07*%JOGFDUJPOTʯ
   

   View Slide

5. View Slide

6. https://www.nhk.or.jp/gendai/articles/4561/
   ೥݄ɹ/),૯߹
   ΫϩʔζΞοϓݱ୅ʮ࠷৽ݚڀͰഭΔมҟ΢Πϧεײછ๷ࢭࡦʯ
   ೥݄ɹ/),ϓϥεΫϩεौ୩
   ,͕͍͟ͳ͏࣮ੈքల
   ʮมҟ΢Πϧε஍ਤɹΦϛΫϩϯגͷ֦ࢄʯ
   https://www.nhk.or.jp/plusx/event/jisekkai/
   

   View Slide

7. ΫϨδοτ
   σʔλϏδϡΞϥΠζɿࢁลਅ޾ʢܚጯٛक़େֶେֶӃʣ
   ཱମԽ؂मɿத୩༑थʢ౦๺େֶେֶӃʣ
   ੍࡞ڠྗɿ/),ɺגࣜձࣾ/),Τσϡέʔγϣφϧ
   σʔλڠྗɿגࣜձࣾ+9௨৴ࣾ
   ײછϦεΫۭ࣌ؒີ౓
   

   View Slide

8. ὕҎ಺ͷײછใࠂ
   ੨ɹ೔ʹ݅Ҏ্
   ԫɹ೔ʹ݅Ҏ্
   ੺ɹ೔ʹ݅Ҏ্
   

   View Slide

9. View Slide

10. 1IPUP0SFHPO4UBUF6OJWFSTJUZ $(˜/),
    ΫϨδοτ
    औࡐɾ੍࡞ɿ/), /),Τσϡέʔγϣφϧגࣜձࣾ
    σʔλڠྗɿ۝भେֶԠ༻ྗֶݚڀॴүลಞ඙ڭत
    లࣔγεςϜ։ൃɿגࣜձࣾΧγΧ
    σʔλղੳɾσʔλϏδϡΞϥΠζσβΠϯɿࢁลਅ޾
    ,ͰಡΈղ͘ϚΠΫϩϓϥενοΫͷӨڹ
    

    View Slide

11. View Slide

12. View Slide

13. View Slide

14. View Slide

15. View Slide

16. View Slide

17. View Slide

18. View Slide

19. View Slide

20. ೔ຊՊֶະདྷؗৗઃలࣔʮւ༸େ॥؀γϛϡϨʔγϣϯʯ
    ೔ຊՊֶະདྷؗ x ܚጯٛक़େֶେֶӃ ࿬ాྰݚڀࣨ × ւ༸ݚڀ։ൃػߏ
    

    View Slide

21. View Slide

22. Akira Wakita Lab., JAMSTEC, Miraikan, Rhizomatiks Research
    

    View Slide

23. Akira Wakita Lab., JAMSTEC, Miraikan, Rhizomatiks Research
    

    View Slide

24. VEHA – Visualization Economic History in Asia
    ๵қߤ࿏ཱ֬աఔͷՄࢹԽ
    ܚጯٛक़େֶେֶӃ ࿬ాྰݚڀࣨ x ౦ژେֶେֶӃ ܦࡁֶݚڀՊ
    

    View Slide

25. View Slide

26. View Slide

27. View Slide

28. Ξʔτͱͯ͠ͷ৘ใՄࢹԽ
    ඒ͘͠ڻ͖͕͋ΓهԱʹ࢒Γ΍͍͢
    ͦΕ͚ͩͰͳ͘ɺ
    ɾ૝૾Λשى͢Δ
    ɾओମతͳʮ໰͍ʯ΍ʮର࿩ʯΛ༠ൃ͢Δ
    ɾଟ༷ͳࢹ఺͔ΒಡΈղ͘ػձΛఏڙ͢Δ
    

    View Slide

29. ΞʔτͷՄࢹԽ
    σʔλ෼ੳͷՄࢹԽ
    

    View Slide

30. σʔλαΠΤϯεϫʔΫϑϩʔͷ֓೦
    8JDLIBN )BEMFZ BOE(BSSFUU(SPMFNVOE3GPS%BUB4DJFODFʣ
    σʔλαΠΤϯεͱՄࢹԽ
    

    View Slide

31. σʔλαΠΤϯεϫʔΫϑϩʔͷ֓೦
    8JDLIBN )BEMFZ BOE(BSSFUU(SPMFNVOE3GPS%BUB4DJFODFʣ
    σʔλαΠΤϯεͱՄࢹԽ
    

    View Slide

32. σʔλαΠΤϯεϫʔΫϑϩʔͷ֓೦
    8JDLIBN )BEMFZ BOE(BSSFUU(SPMFNVOE3GPS%BUB4DJFODFʣ
    σʔλαΠΤϯεͱՄࢹԽ
    

    View Slide

33. ಛ௃Λ͔ͭΉɾԾઆݕূͨΊͷՄࢹԽ
    ྫɿࢄ෍ਤͰ૬ؔΛௐ΂Δ
    ୳ࡧతՄࢹԽ
    Exploratory Data Visualization
    

    View Slide

34. ఻͑ΔɾҙࢥܾఆΛଅͨ͢ΊͷՄࢹԽ
    ྫɿΠϯϑΥάϥϑΟΫεɾμογϡϘʔυɾεΫϩʔϦʔςϦϯά
    આ໌తՄࢹԽ
    Explanatory Data Visualization
    

    View Slide

35. Ξʔτͱͯ͠σʔλͷશମ૾ΛՄࢹԽ͢Δ͜ͱ
    σʔλ෼ੳͱͯ͠ͷՄࢹԽɿɹɹಛఆͷʮ໰͍ʯΛΑ͘આ໌͢Δม਺ͷؔ܎͚ͩΛՄࢹԽ͢Δ
    Ξʔτͱͯ͠ͷՄࢹԽɿɹɹɹɹͨͩҰͭͷʮ໰͍ʯʹߜΒͣɺؔ܎ੑɾՄೳੑΛՄࢹԽ͢Δ
    ɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹ໰͍ͦͷ΋ͷΛൃݟ͢ΔػձΛఏڙ͢Δ
    

    View Slide

36. ͜Ε͔Βͷ೔ຊͱϏοάσʔλ
    Պֶٕज़੓ࡦʮ4PDJFUZʯ಺ֳ෎ͷ)1ΑΓ
    

    View Slide

37. σβΠϯϓϩηε
    

    View Slide

38. σβΠϯϓϩηε
    ໰͍Λ๲Β·ͤΔͨΊͷϓϩτλΠϓ
    ͲΜͳετʔϦʔΛ࢒ͯ͠ɺԿΛࣺͯΔ͔ͷ൑அ
    లࣔɾ์ૹૉࡐͷ
    ΫΦϦςΟΞοϓ
    σʔλఏڙձࣾ
    ݚڀऀ
    ΞφϦετɾऔࡐνʔϜ
    ϓϩσϡʔαʔ
    σΟϨΫλʔ
    ࡱӨγεςϜɾ$(
    ΤϯδχΞ
    ऩू ෼ੳ બ୒ ղੳ දݱ ਫ਼៛
    ૢ࡞
    σʔλϏδϡΞϥΠζσβΠφʔͷྖҬ
    KVQZUFS (FQIJ "SD(*4 3 1SPDFTTJOH KBWB
    $ 6OJUZ FUDʜ
    

    View Slide

39. View Slide

40. View Slide

41. View Slide

42. View Slide

43. Ξʔτͱͯ͠ͷՄࢹԽΛ͖͔͚ͬͱͨ͠
    Πϊϕʔγϣϯ
    

    View Slide

44. ࣗવΤωϧΪʔʹΑΔ෺ྲྀ΍Ҡಈ
    ʴ
    ݱ୅ͷςΫϊϩδʔ
    ˣ
    ࣗಈߤߦՄೳͳൕધܕυϩʔϯ
    

    View Slide

45. https://www.everblue.tech/
    

    View Slide

46. View Slide

47. View Slide

48. ·ͱΊ
    

    View Slide

49. Ξʔͱͯ͠ͷՄࢹԽͷՄೳੑͱ͸
    Ϗοάσʔλͦͷ΋ͷΛோΊɺࣾձશମͰڞ૑͢Δ
    

    View Slide

50. View Slide