可視化がやりたくてMIERUNEに転職した話 〜“思考のための道具”とコンピューターによる新たな表現〜 / MIERUNE JCT - Tokyo 2024

MIERUNE JCT - Tokyo 2024 / https://mierune.connpass.com/event/328227/

Transcript

1. ՄࢹԽ
   ͕΍Γͨͯ͘
   .*&36/&
   ʹస৬ͨ͠࿩ !TPSBNJ
   
   .*&36/&
   +$5
   
   5PLZP
    lࢥߟͷͨΊͷಓ۩zͱίϯϐϡʔλʔʹΑΔ৽ͨͳදݱ
2. .*&36/&
   +$5
   
   5PLZP
   
3. ʰݱ৔ͷϓϩ͕Θ͔Γ΍͘͢ڭ͑ΔҐஔ৘ใΤϯδχΞཆ੒ߨ࠲ʱ
   Ҫޱ૗େ
   ल࿨γεςϜ
    ʰݱ৔ͷϓϩ͕Θ͔Γ΍͘͢ڭ͑ΔҐஔ৘ใσϕϩούʔཆ੒ߨ࠲ʱ
   Ҫޱ૗େ
   ल࿨γεςϜ
   
4. ʰϙέοτϞϯελʔ
   ੺ɾ྘ʱ೚ఱಊ
   
5. ʰϙέοτϞϯελʔ
   ੺ɾ྘ʱ೚ఱಊ
    ͳʹ͕໘ന͍ͷ͔ʁ
6. ʰϙέοτϞϯελʔ
   ੺ɾ྘ʱ೚ఱಊ
    ՄࢹԽ 7JTVBMJ[BUJPO
7. ՄࢹԽ
   ͕΍Γͨͯ͘
   .*&36/&
   ʹస৬ͨ͠࿩ !TPSBNJ
   
   .*&36/&
   +$5
   
   5PLZP
    lࢥߟͷͨΊͷಓ۩zͱίϯϐϡʔλʔʹΑΔ৽ͨͳදݱ
8. @sorami ٱຊۭւ
   ͻ͞΋ͱͦΒΈ +$5΁͓ӽ͠ͷօ͞Μɺ͜Μ͹Μ͸ʂ ๏ ιϑτ΢ΣΞɾΤϯδχΞ
   ๏ Ґஔ৘ใՄࢹԽूஂʮ.*&36/&ʯॴଐ
   
9. ๺ւಓ͔Βདྷ·ͨ͠ʂ ʢࣸਅ͸ࠓேͷ༷ࢠʣ
10. झຯͷࣗసंʹ৐ͬͨΓͯ͠·͢ ࡳຈͱখ୬ʹ·͕ͨΔઙཬಕ
11. झຯͷࣗసंʹ৐ͬͨΓ
     ࡳຈͱখ୬ʹ·͕ͨΔઙཬಕ IUUQTXXXTUSBWBDPN
12. झຯͷࣗసंʹ৐ͬͨΓ
     ࡳຈͱখ୬ʹ·͕ͨΔઙཬಕ IUUQTXXXTUSBWBDPN ͜Ε΋
    Ґஔ৘ใʂ
13. ๏ ೥य़
    ౦ژ͔Βࡳຈ΁Ҿͬӽ͠
    ๏ ೥Ն
    ࡳຈ͔Β౦઒ொ΁Ҿͬӽ͠
14. ౦઒ொ ࡳຈ
15. ொ಺ʹɺ
    ๺ւಓ࠷ߴๆͷѴַ
    N
    ͕͋Δ
16. աڈʹ͸ɺ
    ࠃ಺֤ॴʢେࡕɾ౦ژɾಸྑɾಙౡɾ௕໺ʣ΍ɺ
    ࠃ֎ʢΞΠϧϥϯυɾΠΪϦεɾΞϝϦΧɾγϯΨϙʔϧɾதࠃʣ
    ͳͲͰ฻Βͯ͠·ͨ͠
     ͦͷܦݧ΋͋ͬͯʮݴޠʯʹڵຯΛ๊͘
17. ΋ͱ΋ͱɺࣗવݴޠॲཧ
    Λ΍͍ͬͯ·ͨ͠
     ࣗવݴޠॲཧ
    /-1
    /BUVSBM
    -BOHVBHF
    1SPDFTTJOH ίϯϐϡʔλʔͰʮਓؒͷ͜ͱ͹ʯΛѻ͏ٕज़
    ۙ೥͸େن໛ݴޠϞσϧʢ--.ʣͷൃల͕໨֮·͍͠
18. 044ܗଶૉղੳث
    4VEBDIJ
    ϫʔΫεಙౡਓ޻஌ೳ/-1ݚڀॴ IUUQT[FOOEFWTPSBNJBSUJDMFTDBGEGCEDG ຽࣄ൑ܾΦʔϓϯσʔλ
    -FHBMTDBQF ຋༁ϞσϧͷϓϥΠόγʔ
    +PIOT
    )PQLJOT
    6OJWFSTJUZ IUUQTOPUFDPNMFHBMTDBQFOOGEFBB )JTBNPUP
    FU
    BM
    
    5"$-
    
19. ݴޠ ஍ਤ ՄࢹԽ
20. ݴޠ ஍ਤ ՄࢹԽ ʁʁʁ
21. IUUQTEBJMZQPSUBM[KQLJKJSFBEJOHEJDUJPOBSZ
22. IUUQTEBJMZQPSUBM[KQLJKJSFBEJOHEJDUJPOBSZ ࣙయΛ௨ಡͨ͠ਓʹ
    ʮࣙయΛ௨ಡͯ͠Կ͕໘ന͍ͷʁʯ͔ɺฉ͘
    ੢ଜ·͞Ώ͖
    σΠϦʔϙʔλϧ;
    
23. IUUQTEBJMZQPSUBM[KQLJKJSFBEJOHEJDUJPOBSZ ਫ໺ɿ͋ͱɺࣙయ͕޷͖ͳਓ͸ɺ
    ɹɹɹՋͳ࣌ʹάʔά ϧϚοϓݟΔઆɻ
    ੢ଜɿݟ·͢Ͷʂ
    Ҵ઒ɿ࣮͸ɺ஍ਤ΋
    ɹɹʮݱ࣮ͷ΋ͷΛͳΔ͚ͩਖ਼֬ʹॻ͖ࣸͯ͠ɺ
    
    
    
    
    
    
    
    
    
    
    ͲͷΑ͏ʹ·ͱΊͯදݱ͢Δͷ͔ʯ
    
    
    
    
    
    
    
    
    
    
    ͱ͍͏ͱ͜Ζ͸ɺ
    
    
    
    
    
    
    
    
    
    
    ࣙయͱڞ௨͢Δͱ͜Ζ͕͋ΔΜͰ͢ΑͶɻ
    
24. ஍ਤͷྺ࢙͸ݹ͍ɻ
    ਓྨͷ࠷΋وॏͳจԽҨ࢈Ͱ͋ΔจࣈΑΓ΋ ݹ͍ͱ͍ΘΕΔɻ “ ” ৫ా෢༤ʰ஍ਤͷྺ࢙
    ੈքฤɾ೔ຊฤʱ
    Q
    ߨஊֶࣾज़จݿ
    
25. ;ͱͨ͠ۮવ͔Βɺະ஌ͷ౔஍ʹ֨޷ͷྌ৔Λൃݟͨ͠
    ଠݹͷङྌຽ͸ɺޙͷࢠଙʹ఻͑ΔͨΊʹɺ
    ͦͷ৔ॴΛؠ൘ʹهͨ͜͠ͱ΋͋ͬͨͰ͋Ζ͏ɻ
    ͦͷؠ൘ʹ͸ɺ࣍ʑͱ৽͍͠౔஍͕ࠁ·Εɺ΍͕ͯͦΕ͸ɺ
    ͔ΕΒͷੈք؍Λ೗࣮ʹࣔ͢஍ਤͱͳ͍ͬͯ͘ɻ “ ” ৫ా෢༤ʰ஍ਤͷྺ࢙
    ੈքฤɾ೔ຊฤʱ
    Q
    ߨஊֶࣾज़จݿ
    
26. ʰσʔλࢹ֮Խͷਓྨ࢙ʱ ϑϨϯυϦʔˍ΢ΣΠφʔʢ൧ౢوࢠ༁ʣ
    ੨౔ࣾ
    
27. ྺ࢙Λ௨ͯ͡ɺਓʑͷߟ͑΍ݱ৅͸
    ࡾͭͷܗଶͰදݱ͞Ε͖ͯͨɻ
    ͢ͳΘͪɺݴ༿ɺ਺ࣈɺͦͯ͠ਤ৅Ͱ͋Δɻ “ ” ਤग़య
    1SPG
    TBYY
    
    8JLJNFEJB ϥείʔಎ۸ͷนըʢສ೥લͱਪఆʣ Q
28. ࣌୅Λ͞ΒʹਐΊΔͱɺࢹ֮Խͷ࣍ͷൃలظ͸ɺ
    ࠓͰ͸ਤදͱ͔ॳظͷ஍ਤͱݺ͹Ε͍ͯΔ΋ͷ
    
    ŠֆͰදݱ͞Ε͍ͯͳ͕Β΋ந৅తͳ৘ใΛද͍ͯ͠Ċ
    Ͱىͬͨ͜ɻ ਤग़య
    #JCJ
    4BJOU1BVM
    
    8JLJNFEJB ΞφΫγϚϯυϩεʹΑΔੈք஍ਤʢلݩલ೥୅ࠒʣ Q “
29. ๏ ʮݴޠʯ΋ʮ஍ਤʯ΋ɺࢥߟͷͨΊͷಓ۩
    ๏ ਓؒͷೝ஌͸ɺͦͷਓମߏ଄ʹ੍໿͞ΕΔ
    ๏ ͦΕͰ΋ɺಓ۩΍֓೦Ͱɺ
    ͜Ε·Ͱߟ͑ΒΕͳ͔ͬͨ͜ͱΛࢥߟͰ͖Δ
30. IUUQTLBJXBJDIBUFQJTPEF IUUQTLBJXBJDIBUFQJTPEF ʰք۾DIBUʱͱ͍͏
    ϙουΩϟετͰ΋
    ͜ͷ͋ͨΓΛ͓஻Γ͠·ͨ͠
31. ೥͝Ζ
    /-1Λ΍Γͳ͕ΒɺझຯͰՄࢹԽ
     "NFMJB
    8BUUFOCFSHFS
    ʠ'VMMTUBDL
    %
    BOE
    %BUB
    7JTVBMJ[BUJPOʡ
    ΛֶΜͰ͍ͨ࣌ͷश࡞
32. ͢Δͱࣗͣͱɺ஍ਤ΁΋ڵຯΛ๊͘
    
33. δϣϯɾεϊ΢ͷίϨϥ஍ਤ
    ೥ FOXJLJQFEJBPSHXJLJ'JMF4OPXDIPMFSBNBQKQH
    QVCMJD
    EPNBJO σʔλՄࢹԽͷઌۦ͚ ๏ ੈلϩϯυϯͷίϨϥେൃੜ
    ๏ ౰࣌ͷՊֶ஌ࣝͰ͸఻છϝΧχζϜෆ໌
    ๏ ҩࢣεϊ΢͸ɺױऀ୐Λ஍ਤ্΁ࣔ͠ɺ
    
    ʮ͋ΔҪށͷपғʹײછऀ͕ଟ͍ʯ
    
    ͱͷ૬ؔΛൃݟ
34. ˞
    ݱࡏ͸׆ಈٳࢭ IUUQTEBUBWJ[NBOBCJCBWJTVBMJ[JOHKQ ͱ͋ΔΦϯϥΠϯͷίϛϡχςΟʹೖͬͨ
    
35. ͦͷίϛϡχςΟͰ
     ݹ઒ହਓ
    !:GVSV
    .*&36/&ڞಉ૑ۀऀ ๺ւಓͰɺ
    .*&36/&͍ͬͯ͏
    Ґஔ৘ใͱՄࢹԽͷձࣾΛ
    ΍ͬͯ·͢
36. IUUQTTQFBLFSEFDLDPNTPSBNJNJFSVOFNFFUVQNJOJOVNCFS .*&36/&ͷษڧձ
    Ͱൃදͯ͠ΈΑ͏
    
37. IUUQTTQFBLFSEFDLDPNTPSBNJNJFSVOFNFFUVQNJOJOVNCFS .*&36/&ͷษڧձ
    Ͱൃදͯ͠ΈΑ͏
     ͦΕ͕ԑͰ
    .*&36/&ೖࣾɺ๺ւಓ΁
    
38. /-1ͱ΋ɺҰपճͬͯ·ͨͭͳ͕ͬͨ
     IUUQTTQFBLFSEFDLDPNIJSPLJ ๏ چ༑ͷ/"*45େ಺ܒथ͞ΜΒ
    Պݚඅʢج൫#ʣ
    ʰจষதͷਓ෺ͷҠಈي੻Λ
    ࣮ੈքͷ஍ਤ্ʹ઀஍͢ΔͨΊͷجૅݚڀͱͦͷԠ༻ʱ
    ๏ ݴޠॲཧֶձ
    ೥࣍େձ
    
    ςʔϚηογϣϯڞ࠵ʰ͜ͱ͹ͱ஍ཧۭؒͷ৘ใॲཧʱ
    ๏ ʰ(FPHSBQIZ
    
    -BOHVBHF
    ษڧձʱ
    ֶࡍΦϯϥΠϯษڧձΛఆظతʹ։࠵
40. ๏ Ґஔ৘ใΛѻ͏ɺՄࢹԽͷઐ໳ूஂ
    ๏ ೥ઃཱ
    ๺ւಓ͕ڌ఺
    
    ຊ͕ࣾࡳຈ
    ๏ ໊
    
    ೥݄
    શࠃͷϑϧϦϞʔτϝϯόʔؚΉ
41. IUUQTETZBIPPDPKQ ਓྲྀσʔλՄࢹԽ
    :BIPP
    +"1"/ ϚΠϯΫϥϑτ
    ࡳຈࢢ
    ߴদࢢ
    FUD "*45
    %%#
    $MJFOU
    ࢈૯ݚ XXXEJHJBSDBJTUHPKQUFBNHTWSUJOGPSNBUJPOBJTUEECDMJFOU IUUQTUBLBNBUTVNZNBDIJKQ 1SPKFDU
    1-"5&"6
    
    ࠃ౔ަ௨ল IUUQTHJUIVCDPN1SPKFDU1-"5&"6NBQFOHJOFTVSWFZ
42. ͦ΋ͦ΋.*&36/&͸
    lΦʔϓϯιʔεͷίϛϡχςΟz
    ͔Βੜ·Εͨձࣾ
43. ਤ
    !IPXNPSJ
    ࢁܗ
    ޼࠸
    
    5BLVZB
    :BNBHBUB
    ͷπΠʔτΑΓ
    IUUQTUXJUUFSDPNIPXNPSJTUBUVT
44. IUUQTJOUFSOFUXBUDIJNQSFTTDPKQEPDTTQFDJBMXG@IPLLBJEPIUNM ๏ ϧʔπ͸ʮ'044(
    )PLLBJEPʯ
    ஍ཧۭؒ৘ใͷ044Πϕϯτ
    ๏ '044(
    z'SFF
    0QFO
    4PVSDF
    4PGUXBSF
    GPS
    (FPTQBUJBMz
    ๏ ˠ
    ӡӦʹؔΘ໊͍ͬͯͨͰىۀ
45. IUUQTJOUFSOFUXBUDIJNQSFTTDPKQEPDTTQFDJBMXG@IPLLBJEPIUNM ๏ ϧʔπ͸ʮ'044(
    )PLLBJEPʯ
    ஍ཧۭؒ৘ใͷ044Πϕϯτ
    ๏ '044(
    z'SFF
    0QFO
    4PVSDF
    4PGUXBSF
    GPS
    (FPTQBUJBMz
    ๏ ˠ
    ӡӦʹؔΘ໊͍ͬͯͨͰىۀ ๺ւಓ͸
    ೶ۀؔ܎΍໺ੜੜ෺ͷݚڀͳͲʹ͓͍ͯ
    (*4ͷ׆༻͕ਐΜͰ͓Γɺ
    ౔஍͕޿͍ͨΊɺҐஔ৘ใΛ׆ൃʹར༻͍ͯ͠Δ
    ͱ͍͏౔৕͕͋Γ·ͨ͠ɻ “ ”
46. IUUQTJOUFSOFUXBUDIJNQSFTTDPKQEPDTTQFDJBMXG@IPLLBJEPIUNM ๏ ϧʔπ͸ʮ'044(
    )PLLBJEPʯ
    ஍ཧۭؒ৘ใͷ044Πϕϯτ
    ๏ '044(
    z'SFF
    0QFO
    4PVSDF
    4PGUXBSF
    GPS
    (FPTQBUJBMz
    ๏ ˠ
    ӡӦʹؔΘ໊͍ͬͯͨͰىۀ ͦͷ౰࣌ɺ౦ژͰ։࠵͞Εͨ'044(ͷΠϕϯτͰɺ
    ๺ւಓࡏॅऀ͕ҙؾ౤߹͠ɺ
    ʰ͜Ε͸๺ւಓͰ΋։࠵Ͱ͖ΔΑͶʱͱ͍͏࿩ʹͳΓ·ͨ͠ɻ
    ʰ๺ւಓ͔ΒΈΜͳͰ౦ژʹߦͬͯ
    ɹΠϕϯτ΁ࢀՃ͢Δͷ͸େม͔ͩΒɺ
    ɹͦΕͳΒ๺ւಓͰΠϕϯτΛ։࠵ͯ͠ɺ
    ɹ໘ന͍͜ͱΛ΍͍ͬͯΔਓΛ๺ւಓ΁ݺΜͰདྷͪΌ͓͏ʱ
    ͱ͍͏ͷ͕ίϯηϓτͰ͢ɻ “ ”
47. ίϛϡχςΟ΁ͷۚમɾӡӦ໘Ͱͷߩݙ 2(*4
    σεΫτοϓ஍ཧ৘ใγεςϜ €ສʢ໿ສԁʣd
    
    ূ໌ॻϓϩάϥϜͰ€ Ҏ্ .BQ-JCSF
    8FC஍ਤϥΠϒϥϦϓϩδΣΫτ ສʢ໿ສԁʣd
    ˞೔ຊॳͷεϙϯαʔ
    ଞʹ"84
    .FUB
    .JDSPTPGUͳͲ
48. ίϛϡχςΟ΁ͷۚમɾӡӦ໘Ͱͷߩݙ ๏ 2(*4
    $PVOUSZ
    6TFS
    (SPVQ
    7PUJOH
    .FNCFS
    ๏ .BQ-JCSF
    7PUJOH
    .FNCFS
    ๏ 04(FPࡒஂ
    $IBSUFS
    .FNCFS
    ๏ 04(FP೔ຊࢧ෦ʢ04(FP+1ʣஂମձһ
    ๏ FUD
    
49. Ӧརاۀͱ
    ίϛϡχςΟ׆ಈͷ
    ཱ྆Λ໨ࢦͯ͠
50. IUUQTTIJSPLBOFLPVHZPVHJUIVCJPFQJTPEF σʔλαΠΤϯε"*ϙουΩϟετ
    ʰനۚ߭ۀ'.ʱ
    Ͱ΋͓࿩͠͠·ͨ͠ʂ
51. ଎͘ߦ͘ͳΒͻͱΓͰɺ
    ԕ͘΁ߦ͘ͳΒΈΜͳͰ “ ”
52. ଟ༷ͳόοΫάϥ΢ϯυͷϝϯόʔ ͍ΘΏΔҰൠతͳz৘ใܥzͷ΄͏͕গͳ͍ +*$"ͰύϓΞχϡʔΪχΞ೥ɺώάϚղ๤ɺେ཮୨Λ
    ୳͠ʹེԫౡۙ͘·Ͱௐࠪɺྛۀɺෆಈ࢈ؑఆɺਫ࢈ֶɺ
    ىۀ$&0ɺ"QQMFࣾͰ஍ਤ੡࡞ɺ୸߭ʹډͨɺఉࢣɺ
    Տ઒ߏ଄෺ɾԼਫಓͷઃܭɺϑϥϯεࠃ౔஍ཧӃɺήʔϜ
    ੍࡞ɺࣗ࡞஍ਤͰ57ग़ԋɺϥϦʔΧʔͷγεςϜ։ൃɺ
    ࢢ໾ॴͰ೶ۀ੓ࡦɺେֶͰ஍ཧֶݚڀɺమಓձࣾɺ৽ฉࣾɺ ࣗಈंؔ࿈ɺࡶࢽ౳ͷάϥϑΟοΫσβΠϯɺͳͲͳͲ
    
53. ͦΕ΋͋ͬͯ
    4WFMUF
    Λશࣾಋೖ͍ͯ͠Δ IUUQTTQFBLFSEFDLDPNTPSBNJTWFMUFKBQBOPOMJOFNFFUVQOVNCFS 4WFMUF
    +BQBO
    .FFUVQ
    ʹͯ
54. ͦΕ΋͋ͬͯ4WFMUFΛશࣾಋೖ͍ͯ͠Δ IUUQTTQFBLFSEFDLDPNTPSBNJTWFMUFKBQBOPOMJOFNFFUVQOVNCFS 4WFMUF
    +BQBO
    .FFUVQ
    ʹͯ ʮϑϩϯτΤϯυ։ൃΛֶͿʹ͸ɺ
    3FBDUΑΓ4WFMUF͕ྑ͍ʯ
    
    γϯϓϧ͞ɺ
    ͦͯ͠ྑ࣭ͳνϡʔτϦΞϧ
55. ͦΕ΋͋ͬͯ4WFMUFΛશࣾಋೖ͍ͯ͠Δ IUUQTTQFBLFSEFDLDPNTPSBNJTWFMUFKBQBOPOMJOFNFFUVQOVNCFS 4WFMUF
    +BQBO
    .FFUVQ
    ʹͯ ͋Δϝϯόʔͷίϝϯτ
    ʮ4WFMUFͳΒ
    zϑϩϯτΤϯυग़དྷͦ͏z
    ͱࢥ͑ͨʯ
56. ͦΕ΋͋ͬͯ4WFMUFΛશࣾಋೖ͍ͯ͠Δ IUUQTTQFBLFSEFDLDPNTPSBNJTWFMUFKBQBOPOMJOFNFFUVQOVNCFS 4WFMUF
    +BQBO
    .FFUVQ
    ʹͯ ·ͨɺ4WFMUF͸
    /:5JNFTͷάϥϑΟοΫΤσ Ολʔͩͬͨ
    3JDI
    )BSSJT͕࢝Ίͨ΋ͷ ͦͷग़͔ࣗΒ΋
    ՄࢹԽք۾ͱ਌࿨ੑ͕ߴ͍
57. ৽͍͠ϝσ ΟΞͱ
    ৽ͨͳදݱ
58. ੈل຤ɺ࠷ॳظͷөը ࡱӨ͢ΔΧϝϥ͸ݻఆ͞Εɺ
    ʮ٬੮͔ΒݟΔ෣୆ԋܶʯ
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59. ਤ
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