Upgrade to Pro — share decks privately, control downloads, hide ads and more …

TokyoR#93

Avatar for soriente soriente
July 03, 2021
Technology
0
250

 TokyoR#93

TokyoR#93の初心者セッション可視化パートです。

Avatar for soriente

soriente

July 03, 2021
Tweet

Other Decks in Technology

See All in Technology
.NET開発者のためのAzureの概要
Avatar for tomokusaba tomokusaba
0
230
Postman MCP 関連機能アップデート / Postman MCP feature updates
Avatar for Yoichi Kawasaki yokawasa
0
150
R-SCoRe: Revisiting Scene Coordinate Regression for Robust Large-Scale Visual Localization
Avatar for Takuya MINAGAWA takmin
0
430
AIとTDDによるNext.js「隙間ツール」開発の実践
Avatar for Makoto Tateno makotot
6
690
microCMS 最新リリース情報（microCMS Meetup 2025）
Avatar for microCMS microcms
0
110
[CV勉強会@関東 CVPR2025 読み会] MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos (Li+, CVPR2025)
Avatar for abemii_ abemii
0
190
浸透しなさいRFC 5322&7208
Avatar for Nonogaki Hiroshi hinono
0
120
広島銀行におけるAWS活用の取り組みについて
Avatar for Masaki Mori[JAWS-UG広島] masakimori
0
140
RAID6 を楔形文字で組んで現代人を怖がらせましょう（実装編）
Avatar for mimifuwacc mimifuwa
1
310
[CVPR2025論文読み会] Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition
Avatar for So Uchida s_aiueo32
0
210
モダンな現場と従来型の組織——そこに生じる "不整合" を解消してこそチームがパフォーマンスを発揮できる / Team-oriented Organization Design 20250825
Avatar for mtx2s mtx2s
6
550
人を動かすことについて考える
Avatar for nakamichi ichimichi
2
330

Featured

See All Featured
Why Our Code Smells
Avatar for Brandon Keepers bkeepers
PRO
338
57k
GraphQLの誤解/rethinking-graphql
Avatar for sonatard sonatard
71
11k
How STYLIGHT went responsive
Avatar for nonsquared nonsquared
100
5.7k
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
Avatar for panda_program panda_program
110
20k
It's Worth the Effort
Avatar for 3n 3n
187
28k
Gamification - CAS2011
Avatar for David Bonilla davidbonilla
81
5.4k
What's in a price? How to price your products and services
Avatar for Michael Herold michaelherold
246
12k
Facilitating Awesome Meetings
Avatar for Lara Hogan lara
55
6.5k
Product Roadmaps are Hard
Avatar for C. Todd Lombardo iamctodd
PRO
54
11k
Principles of Awesome APIs and How to Build Them.
Avatar for Keavy McMinn keavy
126
17k
The Success of Rails: Ensuring Growth for the Next 100 Years
Avatar for Eileen M. Uchitelle eileencodes
46
7.6k
Git: the NoSQL Database
Avatar for Brandon Keepers bkeepers
PRO
431
65k

Transcript

  1. 5PLZP3σʔλՄࢹԽ ॳ৺ऀηογϣϯ

  2. ࣗݾ঺հ w TPSJFOUF w ౎಺*5اۀۈ຿ w 3ྺ೥໨ ࡉ͘௕͘΍ͬͯ·͢ɻ  w

    ͱ͍ͬͯ΋࠷ۙ͸1ZUIPO͕ϝΠϯ w 1)1ॻ͍ͯͨ࣌ظ΋͋Γ·ͨ͠ɻ

  3. ՄࢹԽͱ͸ w จࣈͷ௨Γɺݟ͑ΔԽ͢Δɻ σʔλ෼ੳͷจ຺Ͱ͸ɺσʔλͷؔ܎ੑΛݟ͑ ΔԽ͢Δɻ  w ՄࢹԽΛ͚ͨͩ͠ͰΘ͔Δ͜ͱ΋ଟ͍ɻ w ՄࢹԽΛ͢ΔͱɺΘ͔Γ΍͍͢ɻ

    w ՄࢹԽΛͨ͋͠ͱʹԿΒ͔ͷҙࢥܾఆΛߦ͏͜ͱ͕ଟ͍ɻ ෼ੳऀࣗ਎͕ҙࢥ ܾఆ͢Δ͜ͱ΋ɺ୭͔ʹҙࢥܾఆͯ͠΋Β͏͜ͱ΋͋Δɻ
  4. None

  5. HHQMPUͷجຊ

  6. HHQMPUͱ͸ w ՄࢹԽͷͨΊͷϥΠϒϥϦ w UJEZWFSTFͷϥΠϒϥϦ܈ͷҰͭ w ʰ5IF(SBNNBSPG(SBQIJDTʱΛϕʔεʹ࡞ΒΕ͍ͯΔ 
 ˠҰ؏ੑͷ͋Δจ๏Ͱ߹ཧతʹॻ͚Δʂ

  7. ࠓճ࢖͏σʔλQFOHVJOT JOTUBMMQBDLBHFT QBMNFSQFOHVJOT  MJCSBSZ QBMNFSQFOHVJOT  IFBE QFOHVJOT 

     TQFDJFT JTMBOE CJMM@MFOHUI@NN CJMM@EFQUI@NN fl JQQFS@MFOHUI@NN CPEZ@NBTT@H TFY ZFBS  "EFMJF 5PSHFSTFO     NBMF   "EFMJF 5PSHFSTFO     GFNBMF   "EFMJF 5PSHFSTFO     GFNBMF   "EFMJF 5PSHFSTFO /" /" /" /" /"   "EFMJF 5PSHFSTFO     GFNBMF   "EFMJF 5PSHFSTFO     NBMF 

  8.  QFOHVJOT

  9. HHQMPUΠϯετʔϧಡΈࠐΈ JOTUBMMQBDLBHFT HHQMPU JOTUBMMQBDLBHFT UJEZWFSTF Ͱ΋Մ MJCSBSZ HHQMPU MJCSBSZ UJEZWFSTF

    Ͱ΋Մ

  10. ࠓճॻ͘άϥϑͷछྨ w ࢄ෍ਤ w ๮άϥϑ w ંΕઢάϥϑ

  11. ࠓճ࢖͏σʔλQFOHVJOT JOTUBMMQBDLBHFT QBMNFSQFOHVJOT  MJCSBSZ QBMNFSQFOHVJOT  IFBE QFOHVJOT 

     TQFDJFT JTMBOE CJMM@MFOHUI@NN CJMM@EFQUI@NN fl JQQFS@MFOHUI@NN CPEZ@NBTT@H TFY ZFBS  "EFMJF 5PSHFSTFO     NBMF   "EFMJF 5PSHFSTFO     GFNBMF   "EFMJF 5PSHFSTFO     GFNBMF   "EFMJF 5PSHFSTFO /" /" /" /" /"   "EFMJF 5PSHFSTFO     GFNBMF   "EFMJF 5PSHFSTFO     NBMF 

  12. ࠓճ࢖͏σʔλQFOHVJOT JOTUBMMQBDLBHFT QBMNFSQFOHVJOT  MJCSBSZ QBMNFSQFOHVJOT  IFBE QFOHVJOT 

     TQFDJFT JTMBOE CJMM@MFOHUI@NN CJMM@EFQUI@NN fl JQQFS@MFOHUI@NN CPEZ@NBTT@H TFY ZFBS  "EFMJF 5PSHFSTFO     NBMF   "EFMJF 5PSHFSTFO     GFNBMF   "EFMJF 5PSHFSTFO     GFNBMF   "EFMJF 5PSHFSTFO /" /" /" /" /"   "EFMJF 5PSHFSTFO     GFNBMF   "EFMJF 5PSHFSTFO     NBMF 

  13. ࢄ෍ਤ ॻ͖ํ͸ओʹ3ύλʔϯ > ggplot(penguins, aes(x = bill_length_mm, y = bill_depth_mm))

    + geom_point() > ggplot(penguins) + geom_point(aes(x = bill_length_mm, y = bill_depth_mm)) > ggplot() + geom_point( data = penguins, aes(x = bill_length_mm, y = bill_depth_mm) )

  14. ࠓճॻ͘άϥϑͷछྨ w ࢄ෍ਤ w ંΕઢάϥϑ w ๮άϥϑ

  15. ࠓճ࢖͏σʔλQFOHVJOT JOTUBMMQBDLBHFT QBMNFSQFOHVJOT  MJCSBSZ QBMNFSQFOHVJOT  IFBE QFOHVJOT 

     TQFDJFT JTMBOE CJMM@MFOHUI@NN CJMM@EFQUI@NN fl JQQFS@MFOHUI@NN CPEZ@NBTT@H TFY ZFBS  "EFMJF 5PSHFSTFO     NBMF   "EFMJF 5PSHFSTFO     GFNBMF   "EFMJF 5PSHFSTFO     GFNBMF   "EFMJF 5PSHFSTFO /" /" /" /" /"   "EFMJF 5PSHFSTFO     GFNBMF   "EFMJF 5PSHFSTFO     NBMF 

  16. ࠓճ࢖͏σʔλQFOHVJOT JOTUBMMQBDLBHFT QBMNFSQFOHVJOT  MJCSBSZ QBMNFSQFOHVJOT  IFBE QFOHVJOT 

     TQFDJFT JTMBOE CJMM@MFOHUI@NN CJMM@EFQUI@NN fl JQQFS@MFOHUI@NN CPEZ@NBTT@H TFY ZFBS  "EFMJF 5PSHFSTFO     NBMF   "EFMJF 5PSHFSTFO     GFNBMF   "EFMJF 5PSHFSTFO     GFNBMF   "EFMJF 5PSHFSTFO /" /" /" /" /"   "EFMJF 5PSHFSTFO     GFNBMF   "EFMJF 5PSHFSTFO     NBMF 

  17. σʔλूܭ MJCBSBSZ EQMZS  QFOHVJOT@GPS@MJOFQFOHVJOT HSPVQ@CZ ZFBS  TVNNBSJTF NFBO@NBTTNFBO

    CPEZ@NBTT@H OBSN536&  QFOHVJOT@GPS@MJOF ZFBS NFBO@NBTT         

  18. ંΕઢάϥϑ ॻ͖ํ͸ओʹ3ύλʔϯ > ggplot(penguins_for_line, aes(x = year, y = mean_mass))

    + geom_line() > penguins_for_line %>% ggplot() + geom_line(aes(x = year, y = mean_mass)) > ggplot(penguins_for_line) + geom_line(aes(x = year, y = mean_mass)) > ggplot() + geom_line( data = penguins_for_line, aes(x = year, y = mean_mass) )

  19. ๮άϥϑ ॻ͖ํ͸3ύλʔϯ > ggplot(penguins_for_line, aes(x = year, y = mean_mass))

    + geom_bar(stat = "identity") > ggplot(penguins_for_line) + geom_bar(aes(x = year, y = mean_mass), stat = "identity") > ggplot() + geom_bar( data = penguins_for_line, aes(x = year, y = mean_mass), stat = "identity") ҎԼͰ΋Մ > ggplot() + geom_bar( data = penguins, aes(x = year, y = body_mass_g), stat = "summary", fun = "mean" )

  20. ͦͷଞͷάϥϑ͸ɻɻɻ w άάΔ w ެࣜνʔτγʔτ 
 IUUQTHJUIVCDPNSTUVEJPDIFBUTIFFUTCMPCNBTUFSEBUB WJTVBMJ[BUJPOQEG w 4MBDLͷSXBLBMBOH࣭໰

  21. ͍͔ͭ͘άϥϑॻ͍ͯΈͯ w λΠτϧ͚͍ͭͨɻ w ͕࣠ؾʹͳΔɻ

  22. > ggplot() + geom_line( data = penguins_for_line, aes(x = year,

    y = mean_mass) ) + ggtitle("ંΕઢάϥϑ") + theme_gray(base_family = "HiraKakuPro-W3") λΠτϧઃఆ

  23. λΠτϧઃఆ > ggplot() + geom_line( data = penguins_for_line, aes(x =

    year, y = mean_mass) ) + ggtitle("ંΕઢάϥϑ") + theme_gray(base_family = "HiraKakuPro-W3")

  24. Y࣠ > ggplot() + geom_line( data = penguins_for_line, aes(x =

    year, y = mean_mass)) + ggtitle("ંΕઢάϥϑ") + theme_gray(base_family = "HiraKakuPro-W3") + scale_x_continuous(breaks=seq(2007,2009,1))

  25. Z࣠ > ggplot() + geom_line( data = penguins_for_line, aes(x =

    year, y = mean_mass) ) + ggtitle("ࢄ෍ਤ") + theme_gray(base_family = "HiraKakuPro-W3") + scale_x_continuous( breaks = seq( min(penguins_for_line$year), max(penguins_for_line$year), 1 ) ) + ylim(0, 4300)

  26. ࢄ෍ਤ छྨʹΑͬͯ৭෼͚͍ͨ > ggplot() + geom_point( data = penguins, aes(x

    = bill_length_mm, y = bill_depth_mm, color = species) )

  27. ·ͱΊ w ՄࢹԽ͸͔ͳΓधཁͳύʔτ͕ͩɺ೉͍͠ɻ w άϥϑ͸HHQMPU ͱHFPN@YYY Λ࢖͏ͱॻ͘͜ͱ͕Ͱ͖Δɻ w ؔ਺͸ϓϥεͰͭͳ͙ɻ w

    ΍Γ͍ͨ͜ͱΛάάͬͯΈͯɺࢼͯ͠ΈͯɺΘ͔Βͳ͚Ε͹ɺ4MBDLͷSXBLBMBOHʹ࣭ͯ໰ͯ͠ Έ·͠ΐ͏ʂ

  28. &/+0: