Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
TokyoR77_BeginnersSession2
Search
yu_sekiya
April 13, 2019
Programming
360
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
TokyoR77_BeginnersSession2
TokyoR#77の初心者セッションの資料です。
yu_sekiya
April 13, 2019
More Decks by yu_sekiya
See All by yu_sekiya
BeginnersSession2 - Plot & Visualization-
kotatyamtema
0
79
目指せ shiny中級者 ~ shiny Modules を使ってみた~
kotatyamtema
0
50
TokyoR#119 rvestでhtml_liveをさわってみた話
kotatyamtema
0
84
TokyoR#119 bignners session2 Visualization
kotatyamtema
0
260
Shinyのすすめ - Introduction to shiny -
kotatyamtema
0
200
TokyoR116_BeginnersSession1_環境構築
kotatyamtema
0
290
TokyoR#114 shiny+DT超(ザックリ)入門
kotatyamtema
0
120
TokyoR#113 bignners session2 Visualization
kotatyamtema
0
160
TokyoR #112 Beginners' Session2 data handing
kotatyamtema
0
160
Other Decks in Programming
See All in Programming
あなたの await、OS まで届いてる？ strace で覗く JavaScript の非同期
hasutosasaki
1
2.2k
Kawaiicon: Kubernetes, it's no longer cool, but let's secure it anyway!
barnbarn
0
110
AIで開発が速くなった先で、開発チームは何を目指すか
shihochan
1
2k
Crash Auto Pipelines
veronikapj
1
380
クラウドゲーミングのパフォーマンス最適化に挑む / Cloud Gaming Performance Tuning
vivion
0
330
作れる、でも消せるか？──安全に「枯らして消す」機能削除術 / Drain, Then Delete
chobishiba
3
1.4k
SODA - FACT BOOK（JP）
sodainc
1
40k
Web3Dライブラリを作ってVue Custom Rendererの仕組みを理解しよう / lets learn vue custom renderer by making 3d library
drumath2237
1
120
Distance field of Julia set
kinakomoti321
0
290
Event is what happens
moro
2
3.7k
Optunaを作ったときにやりたかったこと、その後 (2026/10/16, Optuna Meetup #3)
iwiwi
4
1.5k
AIがコードを書いてくれる時代、我々は何を確かめるのか
yosuke_furukawa
PRO
13
5.7k
Featured
See All Featured
Ruling the World: When Life Gets Gamed
codingconduct
0
430
The Director’s Chair: Orchestrating AI for Truly Effective Learning
tmiket
1
350
Data-driven link building: lessons from a $708K investment (BrightonSEO talk)
szymonslowik
1
1.4k
The Straight Up "How To Draw Better" Workshop
denniskardys
239
140k
Designing Experiences People Love
moore
143
24k
Between Models and Reality
mayunak
4
560
The #1 spot is gone: here's how to win anyway
tamaranovitovic
4
1.2k
Skip the Path - Find Your Career Trail
mkilby
1
290
GitHub's CSS Performance
jonrohan
1033
470k
Optimizing for Happiness
mojombo
378
71k
Introduction to Domain-Driven Design and Collaborative software design
baasie
1
1.1k
From π to Pie charts
rasagy
1
440
Transcript
ॳ৺ऀηογϣϯ 3ϓϩάϥϛϯάجຊͷΩ 5PLZP3 !LPUBUZBNUFNB
ࣗݾհ 5XJUUFS*%!LPUBUZBNUFNB େֶͰͷઐߦಈੜଶֶ ཱҊdั֫d࣮ݧdੳ·ͰϫϯΦϖ ɹɹจͷҾ༻จݙʹఱߖตԼͷจΛ͍·ͨ͠ ࠓ·Ͱ٬ઌ΅ͬͪੳˠΞύϨϧ௨ൢձࣾ ݱࡏ݄·Ͱϓʔ 3ྺա͔͗ͨʁ ۙگస৬ઌܾ·Γ·ͨ͠ʂ ɹɹࠓճΛ࠷ޙʹͰ͖ΔΑ͏ʹؤுΓ·͢ɹ
ࠓճͷλʔήοτ 3Λ͍࢝Ί͍͕ͨࠓ·ͰίʔυೖྗΛ͏ ϓϩάϥϛϯάΛͨ͜͠ͱ͕ͳ͍ 3Λ͍࢝Ί͚ͨΕͲΞυϗοΫɺϕλॻ͖ ͔Βൈ͚ΒΕͳ͍
ϓϩάϥϛϯάͱ ίϯϐϡʔλͷϓϩάϥϛϯάʢӳQSPHSBNNJOHʣ ͱɺίϯϐϡʔλϓϩάϥϜΛ࡞͢Δ͜ͱʹΑΓɺ ਓؒͷҙਤͨ͠ॲཧΛߦ͏Α͏ʹίϯϐϡʔλʹࢦࣔ Λ༩͑ΔߦҝͰ͋Δɻ 8JLJQFEJB IUUQTKBXJLJQFEJBPSHXJLJϓϩάϥϛϯά@ ίϯϐϡʔλ 3ݴޠ౷ܭॲཧʹಛԽͨ͠
ϓϩάϥϛϯάݴޠͷҰͭ
ϓϩάϥϛϯάͷجຊͱ ͲͷΑ͏ʹରΛೝ͍ࣝͯ͠Δͷ͔Δ 3͕σʔλΛͲͷΑ͏ʹࣝผ͍ͯ͠Δͷ͔ ͲͷΑ͏ͳݴ༿͕͋Δͷ͔Δ ࠓճର֎ ԋࢉࢠͱίϚϯυ
͍ճ͢͜ͱ͕Ͱ͖ΔΑ͏ʹॻ͘ ܁Γฦ͠ॲཧͱ݅ذ ͻͱմΓͰ͏ॲཧͻͱմΓʹ͢Δ ؔԽ
త 3Λͬͯ ϓϩάϥϛϯάͷجຊ࡞ۀΛ Ұ௨ΓோΊͯΈΔ ܁Γฦ͠ͱ݅ذΛͬͯ ൚༻తͳॲཧΛͤͯ͞ΈΔ
.&/6 σʔλܕͱσʔλߏ σʔλܕɿܕɺจࣈܕɺϑΝΫλʔܕ σʔλߏɿϕΫτϧɺσʔλϑϨʔϜɺϦετ ೖͱݺͼग़͠ ೖͱॱ൪ ݅ذ
JGจ JGFMTFจ ܁Γฦ͠ॲཧ GPSจͱXIJMFจ ࣮ફ ࣗ༻ͷؔΛ࡞Ζ͏ ൃల ܁Γฦ͠ͰෳͷਤΛඳ͜͏
.&/6 σʔλܕͱσʔλߏ σʔλܕɿܕɺจࣈܕɺϑΝΫλʔܕ σʔλߏɿϕΫτϧɺσʔλϑϨʔϜɺϦετ ೖͱݺͼग़͠ ೖͱॱ൪ ݅ذ
JGจ JGFMTFจ ܁Γฦ͠ॲཧ GPSจͱXIJMFจ ࣮ફ ࣗ༻ͷؔΛ࡞Ζ͏ ൃల ܁Γฦ͠ͰෳͷਤΛඳ͜͏
σʔλܕͱσʔλߏ σʔλܕͱ3͕۠ผ͍ͯ͠Δσʔλͷѻ͍ 3ͰେࡶʹҎԼͷͭͷ۠ ܕ OVNFSJDɿ࢛ଇԋࢉ͕Ͱ͖େখ͕ؔ͋Δ จࣈܕ DIBSBDUFSɿzzͰғΜͰදݱ Ҽࢠ ϑΝΫλʔ ܕ
GBDUPSɿจࣈͷཪʹॱং͕ఆٛͯ͋͠Δͷ ͦΕͧΕzJT zͰ֬ೝɺzBT zͰม
σʔλܕͱσʔλߏ σʔλߏͱ 3ͰେࡶʹҎԼͷͭͷ۠ ϕΫτϧܕ ಉ͡σʔλܕΛ·ͱΊͨߦ͚ͩͷσʔλྻ σʔλϑϨʔϜܕ ҟͳΔσʔλܕͷϕΫτϧΛςʔϒϧߏͰ֨ೲ Ϧετܕ େ͖͞ܕҟͳΔσʔλΛ֨ೲ
.&/6 σʔλܕͱσʔλߏ σʔλܕɿܕɺจࣈܕɺϑΝΫλʔܕ σʔλߏɿϕΫτϧɺσʔλϑϨʔϜɺϦετ ೖͱݺͼग़͠ ೖͱॱ൪ ݅ذ
JGจ JGFMTFจ ܁Γฦ͠ॲཧ GPSจͱXIJMFจ ࣮ફ ࣗ༻ͷؔΛ࡞Ζ͏ ൃల ܁Γฦ͠ͰෳͷਤΛඳ͜͏
ೖͱݺͼग़͠ ೖͱ໊લΛ͚ͭͯอଘ͓ͯ͘͜͠ͱ ೖઌͷ໊લଞͱඃΒͳ͍Α͏ʹ͢Δ ্ॻ͖ͯ͠Ҏલͷ༰Λফͯ͠͠·͏ͨΊ JSJTσʔλΛ*SJT%BUBʹೖ *SJT%BUB JSJT ͔Β·ͰͷϕΫτϧΛ3PX/VNʹೖ 3PX/VN ͔Β·ͰͷϕΫτϧΛ$PM/VNʹೖ $PM/VN
ೖͱݺͼग़͠ ೖͨ͠σʔλΛݺͼग़͢ ϕΫτϧܕσʔλͷݺͼग़͠ 3PX/VNͷ൪ͷΛදࣔ 3PX/VN<> <> 3PX/VNͷ൪ͷΛදࣔ 3PX/VN<> <>
ೖͱݺͼग़͠ ೖͨ͠σʔλΛݺͼग़͢ *SJT%BUBͷઌ಄ߦΛදࣔ IFBE *SJT%BUB 4FQBM-FOHUI4FQBM8JEUI1FUBM-FOHUI1FUBM8JEUI4QFDJFT TFUPTB TFUPTB
TFUPTB TFUPTB TFUPTB TFUPTB *SJT%BUBͷߦྻͷΛݺͼग़͠ *SJT%BUB< > <>
ೖͱݺͼग़͠ ೖͨ͠σʔλΛݺͼग़͢ *SJT%BUBͷઌ಄ߦΛදࣔ IFBE *SJT%BUB 4FQBM-FOHUI4FQBM8JEUI1FUBM-FOHUI1FUBM8JEUI4QFDJFT TFUPTB TFUPTB
TFUPTB TFUPTB TFUPTB TFUPTB σʔλϑϨʔϜͰͷྻͷݺͼग़͠ 4FQBM-FOHUIͷྻͷઌ಄ߦΛݺͼग़͢ IFBE *SJT%BUB4FQBM-FOHUI <>
.&/6 σʔλܕͱσʔλߏ σʔλܕɿܕɺจࣈܕɺϑΝΫλʔܕ σʔλߏɿϕΫτϧɺσʔλϑϨʔϜɺϦετ ೖͱݺͼग़͠ ೖͱॱ൪ ݅ذ
JGจ JGFMTFจ ܁Γฦ͠ॲཧ GPSจͱXIJMFจ ࣮ફ ࣗ༻ͷؔΛ࡞Ζ͏ ൃల ܁Γฦ͠ͰෳͷਤΛඳ͜͏
݅ذ ࢦఆͨ݅͠Λຬ͔ͨͨ͠Ͳ͏͔Αͬͯ ҟͳΔॲཧΛͤ͞Δ JG ݅ \ ݅Λຬͨͨ࣌͠ʹ࣮ߦ͢Δॲཧ ^FMTF\ ݅Λຬ͍ͨͯ͠ͳ͍࣌ʹ࣮ߦ͢Δॲཧ ^
JGFMTF ݅ ݅Λຬͨͨ࣌͠ʹ࣮ߦ͢Δॲཧ ݅Λຬ͍ͨͯ͠ͳ͍࣌ʹ࣮ߦ͢Δॲཧ
݅ذ ݅حͷ࣌Λ͔͚ͦΕҎ֎ͦͷ··දࣔ͢Δ ॻ͖ํ JG 9 \ 99ΛͰׂͬͨ༨ΓΛܭࢉ 9 9ΛͰׂͬͨ༨Γ͕Ͱͳ͍ ح
DBU 9 DBU Λදࣔͤ͞Δ ^FMTF\ DBU 9 ^ ॻ͖ํ JGFMTF 9 9 9
݅ذ ݅حͷ࣌Λ͔͚ͦΕҎ֎ͦͷ··දࣔ͢Δ حͷ࣌ 9 $PM/VN<> 9 JG 9 \ DBU 9
^FMTF\ DBU 9 ^ JGFMTF 9 9 9 <>
݅ذ ݅حͷ࣌Λ͔͚ͦΕҎ֎ͦͷ··දࣔ͢Δ ۮͷ࣌ 9 $PM/VN<> 9 JG 9 \ DBU 9
^FMTF\ DBU 9 ^ JGFMTF 9 9 9 <>
.&/6 σʔλܕͱσʔλߏ σʔλܕɿܕɺจࣈܕɺϑΝΫλʔܕ σʔλߏɿϕΫτϧɺσʔλϑϨʔϜɺϦετ ೖͱݺͼग़͠ ೖͱॱ൪ ݅ذ
JGจ JGFMTFจ ܁Γฦ͠ॲཧ GPSจͱXIJMFจ ࣮ફ ࣗ༻ͷؔΛ࡞Ζ͏ ൃల ܁Γฦ͠ͰෳͷਤΛඳ͜͏
܁Γฦ͠ॲཧ GPSจࢦఆͨ͠σʔλू߹܁Γฦͯ͠ॲཧΛߦ͏ GPS มJOࢦఆ͍ͨ͠σʔλू߹ \ ࣮ߦ͍ͨ͠ॲཧ ^ XIJMFจࢦఆͨ݅͠·Ͱ܁Γฦͯ͠ॲཧΛߦ͏ XIJMF ݅
\ ࣮ߦ͍ͨ͠ॲཧ ^
܁Γฦ͠ॲཧ GPSจʹΑΔ܁Γฦ͠ॲཧ ϕΫτϧͷ͚ͩ݅͞ذͷॲཧΛ܁Γฦ͢ GPS JJOMFOHUI 9 \ J͕Կ൪Λࣔ͢ม MFOHUI 9
͔ΒϕΫτϧ9ͷ͞ͷϕΫτϧ JG 9<J> \ DBU 9<J> ^FMTF\ DBU 9<J> ^ 9<J>ϕΫτϧ9ͷJ൪ͷ ^
܁Γฦ͠ॲཧ GPSจʹΑΔ܁Γฦ͠ॲཧ 9Λ$PM/VNͰ࣮ࢪ GPS JJOMFOHUI $PM/VN \ JG $PM/VN<J> \
DBU $PM/VN<J> ^FMTF\ DBU $PM/VN<J> ^ Մಡੑ6QͷͨΊۭനΛՃ ^
܁Γฦ͠ॲཧ XIJMFจʹΑΔ܁Γฦ͠ॲཧ ݁Ռͷ߹ܭ͕Ҏ্ʹͳΔ·Ͱ݅ذͷॲཧΛ܁Γฦ͢ 9 $PM/VN<> SFT JGFMTF 9 9 9
XIJMF SFT \ SFT JGFMTF SFT SFT SFT SFT SFT SFT DBU SFT ^
.&/6 σʔλܕͱσʔλߏ σʔλܕɿܕɺจࣈܕɺϑΝΫλʔܕ σʔλߏɿϕΫτϧɺσʔλϑϨʔϜɺϦετ ೖͱݺͼग़͠ ೖͱॱ൪ ݅ذ
JGจ JGFMTFจ ܁Γฦ͠ॲཧ GPSจͱXIJMFจ ࣮ફ ࣗ༻ͷؔΛ࡞Ζ͏ ൃల ܁Γฦ͠ͰෳͷਤΛඳ͜͏
࣮ફࣗ༻ͷؔΛ࡞Ζ͏ ܁Γฦ͠͏൚༻తͳॲཧؔʹ͢Δ ໊ؔ GVODUJPO Ҿ \ ؔʹ͍ͨ͠ॲཧ SFUVSO ͍ͨ݁͠Ռ ^
໊ؔʹGVODUJPOؔͰ࡞ͨؔ͠Λೖ
࣮ફࣗ༻ͷؔΛ࡞Ζ͏ ࣗ༻ͷؔΛ࡞Ζ͏ حΛผͯ͠Λ͔͚Δ݅ذΛؔʹ͢Δ GVOD.VMUJQMZ0EE/VN GVODUJPO 9 \ Ҿ9ͷॳظΛࢦఆ͓ͯ͘͠ SFT JG 9 \
DBU 9 ^FMTF\ DBU 9 ^ ͋ͱͰSFUVSOͰ݁ՌΛݺͼग़͢μϝʹSFTʹ݁ՌΛೖ SFUVSO SFT ^
.&/6 σʔλܕͱσʔλߏ σʔλܕɿܕɺจࣈܕɺϑΝΫλʔܕ σʔλߏɿϕΫτϧɺσʔλϑϨʔϜɺϦετ ೖͱݺͼग़͠ ೖͱॱ൪ ݅ذ
JGจ JGFMTFจ ܁Γฦ͠ॲཧ GPSจͱXIJMFจ ࣮ફ ࣗ༻ͷؔΛ࡞Ζ͏ ൃల ܁Γฦ͠ͰෳͷਤΛඳ͜͏
ൃల܁Γฦ͠ͰෳͷਤΛඳ͜͏ ܁Γฦ͠ॲཧΛͬͯ*SJTͷछ͝ͱͷࢄਤΛඳ͘ ࠓճͷॲཧ௨ৗޮతʹඳ͘ͳΒ ܁Γฦ͠ॲཧͰඳ͔ͳ͍༰ ܁Γฦ͠ॲཧͷ࿅श༻ ͑ίʔυ͔Βͳͥͦ͏ͳΔͷ͔ɺͬͱΑ͘ ͢ΔͨΊʹͲ͏ͨ͠Βྑ͍͔ߟ͑Δࡐྉఏڙ
ൃల܁Γฦ͠ͰෳͷਤΛඳ͜͏ JSJTͷछྨ͝ͱʹࢄਤΛඳ͘ ४උ JSJTͷछྨͷநग़ DMBTT*SJT-JTU VOJRVF *SJT%BUB4QFDJFT VOJRVF ॏෳͷͳ͍σʔλΛநग़ GPS
JJOMFOHUI DMBTT*SJT-JTU \ EBU *SJT%BUB<*SJT%BUB4QFDJFT DMBTT*SJT-JTU<J> > 4QFDJFT͕DMBTT*SJT-JTU<J>ͱಉ͡ߦ͚ͩநग़ QMPU Y EBU4FQBM-FOHUI Z EBU4FQBM8JEUI NBJO DMBTT*SJT-JTU<J> YMBC 4FQBM-FOHUI ZMBC 4FQBM8JEUI Y͕࣠4FQBM-FOHUIɺZ͕࣠4FQBM8JEUIͷࢄਤΛඳ͘ λΠτϧ͕छ໊ɺY͕࣠4FQBM-FOHUIɺZ͕࣠4FQBM8JEUI ͷදهʹͳΔΑ͏ʹௐ ^
ࢀরαΠτ 35JQT IUUQDTFOBSPBGGSDHPKQUBLF[BXBSUJQTSIUNM 3ͰϓϩάϥϛϯάɿσʔλͷҰׅॲཧͱάϥϑඳ͖ IUUQUBLFOBLBBLJPPSHEPDS@BVUPJOEFYIUNM 3KQ8JLJ IUUQXXXPLBEBKQPSH38JLJ CJPTUBUJTUJDT IUUQTTUBUTCJPQBQZSVTKQ
&/+0:
kotatyamtema
hasutosasaki
barnbarn
shihochan
veronikapj
vivion
chobishiba
sodainc
drumath2237
kinakomoti321
moro
iwiwi
yosuke_furukawa
codingconduct
tmiket
szymonslowik
denniskardys
moore
mayunak
tamaranovitovic
mkilby
jonrohan
mojombo
baasie
rasagy
