Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
BeginnersSession1_72
Search
yu_sekiya
September 15, 2018
Technology
0
270
BeginnersSession1_72
TokyoR#72の初心者セッション1-Data Input & Output-の資料です。
yu_sekiya
September 15, 2018
Tweet
Share
More Decks by yu_sekiya
See All by yu_sekiya
Shinyのすすめ - Introduction to shiny -
kotatyamtema
0
130
TokyoR116_BeginnersSession1_環境構築
kotatyamtema
0
190
TokyoR#114 shiny+DT超(ザックリ)入門
kotatyamtema
0
90
TokyoR#113 bignners session2 Visualization
kotatyamtema
0
100
TokyoR #112 Beginners' Session2 data handing
kotatyamtema
0
110
TokyoR #111 Beginners' Session1 data handing
kotatyamtema
0
74
TokyoR#95 bignners session2 Visualization
kotatyamtema
0
60
TokyoR#102 bignners session2
kotatyamtema
0
72
TokyoR #110 Beginners' Session1
kotatyamtema
0
220
Other Decks in Technology
See All in Technology
American airlines ®️ USA Contact Numbers: Complete 2025 Support Guide
airhelpsupport
0
380
KiCadでPad on Viaの基板作ってみた
iotengineer22
0
300
生成AI開発案件におけるClineの業務活用事例とTips
shinya337
0
250
IPA&AWSダブル全冠が明かす、人生を変えた勉強法のすべて
iwamot
PRO
2
110
american airlines®️ USA Contact Numbers: Complete 2025 Support Guide
supportflight
1
110
AIの全社活用を推進するための安全なレールを敷いた話
shoheimitani
2
510
ビズリーチにおけるリアーキテクティング実践事例 / JJUG CCC 2025 Spring
visional_engineering_and_design
1
120
Tokyo_reInforce_2025_recap_iam_access_analyzer
hiashisan
0
180
赤煉瓦倉庫勉強会「Databricksを選んだ理由と、絶賛真っ只中のデータ基盤移行体験記」
ivry_presentationmaterials
2
360
2025 AWS Jr. Championが振り返るAWS Summit
kazukiadachi
0
110
怖くない!はじめてのClaude Code
shinya337
0
390
CDKTFについてざっくり理解する!!~CloudFormationからCDKTFへ変換するツールも作ってみた~
masakiokuda
1
130
Featured
See All Featured
How STYLIGHT went responsive
nonsquared
100
5.6k
Designing for humans not robots
tammielis
253
25k
Exploring the Power of Turbo Streams & Action Cable | RailsConf2023
kevinliebholz
34
5.9k
The MySQL Ecosystem @ GitHub 2015
samlambert
251
13k
Become a Pro
speakerdeck
PRO
29
5.4k
Building Better People: How to give real-time feedback that sticks.
wjessup
367
19k
The Success of Rails: Ensuring Growth for the Next 100 Years
eileencodes
45
7.5k
The Cult of Friendly URLs
andyhume
79
6.5k
Large-scale JavaScript Application Architecture
addyosmani
512
110k
Raft: Consensus for Rubyists
vanstee
140
7k
Build your cross-platform service in a week with App Engine
jlugia
231
18k
Helping Users Find Their Own Way: Creating Modern Search Experiences
danielanewman
29
2.7k
Transcript
ॳ৺ऀηογϣϯ %BUB*OQVU0VUQVU 5PLZP3 !LPUBUZBNUFNB
ࣗݾհ 5XJUUFS*%!LPUBUZBNUFNB େֶͰͷઐߦಈੜଶֶ ཱҊdั֫d࣮ݧdੳ·ͰϫϯΦϖ ࠓ·ͰσʔλੳձࣾͰ٬ઌ΅ͬͪੳ ݱࡏ֎ࢿܥΞύϨϧձࣾͰσʔλੳ 3ྺ͏͙͢ ۙگࠇຐज़త42-͔͠ॻ͍ͯͳ͍ʜ ɹɹࣄΛબͿ࣌ɺࣾϦςϥγʔ
ɹɹڅྉͱಉ͘͡Β͍େࣄͰ͢Αͬͱʜ
ࠓճͷత 3ͱԿ͔ 3ͷڥઃఆ ੳʹඞཁͳσʔλͷೖग़ྗ͕ Ͱ͖ΔΑ͏ʹ͢Δ
࣍ 3ͱԿ͔ 3Λ͏ڥઃఆͱQBDLBHFʹΑΔػೳ֦ு ֎෦σʔλͷJOQVUํ๏ͷհ ݁ՌͷPVUQVUํ๏ͷհ
.&/6 3ͱԿ͔3ͷྺ࢙ ॕप 3Λ͏ͨΊͷڥઃఆ 3ͱ34UVEJPͷΠϯετʔϧ 3ͷػೳ֦ு 1BDLBHFͷऔΓࠐΈ ֎෦σʔλͷ*NQVUํ๏ UBCMFܗࣜ ͦͷଞ
݁ՌͷPVUQVUํ๏ EBUBGSBNFܗࣜ
.&/6 3ͱԿ͔3ͷྺ࢙ ॕप 3Λ͏ͨΊͷڥઃఆ 3ͱ34UVEJPͷΠϯετʔϧ 3ͷػೳ֦ு 1BDLBHFͷऔΓࠐΈ ֎෦σʔλͷ*NQVUํ๏ UBCMFܗࣜ ͦͷଞ
݁ՌͷPVUQVUํ๏ EBUBGSBNFܗࣜ
3ͱԿ͔ ౷ܭֶͷͨΊʹಛԽͨ͠ϓϩάϥϜٴͼ։ൃڥ σʔλͷಡΈࠐΈ લॲཧ جૅूܭ ౷ܭղੳ
ՄࢹԽ ͜ΕΒ͕؆୯ʹͰ͖ΔΑ͏ʹઃܭ
ॕप ͦΜͳ3͍ͭʹप &YQMPSBUPSZͷ,BO/JTIJEB͞ΜͷૉఢهࣄΛͲ͏ͧ IUUQTFYQMPSBUPSZJPOPUFLBOBVHVTU 3
.&/6 3ͱԿ͔3ͷྺ࢙ ॕप 3Λ͏ͨΊͷڥઃఆ 3ͱ34UVEJPͷΠϯετʔϧ 3ͷػೳ֦ு 1BDLBHFͷऔΓࠐΈ ֎෦σʔλͷ*NQVUํ๏ UBCMFܗࣜ ͦͷଞ
݁ՌͷPVUQVUํ๏ EBUBGSBNFܗࣜ
3Λ͏ͨΊͷڥઃఆ 3ຊମͷΠϯετʔϧ $3"/ $PNQSFIFOTJWF3"SDIJWF/FUXPSL ɾ$3"/ͱɿ ɹެࣜͷຊମٴͼύοέʔδ৴༻8FCαΠτ .BDڥͷ߹IPNFCSFXͰΠϯετʔϧՄ
3Λ͏ͨΊͷڥઃఆ ͓͢͢Ί*%& ౷߹։ൃڥ 34UVEJP 34UVEJP 34UVEJPͱɿ ͦͷ໊34UVEJP͕ࣾఏڙ͢Δ3ʹಛԽͨ͠ ։ൃϓϥοτϗʔϜ 3NBSLEPXO4IJOZɺ%8)ͱͷ࿈ܞ͕εϜʔε ίʔσ
ΟϯάதʹαδΣετิػೳ͕ॆ࣮
.&/6 3ͱԿ͔3ͷྺ࢙ ॕप 3Λ͏ͨΊͷڥઃఆ 3ͱ34UVEJPͷΠϯετʔϧ 3ͷػೳ֦ு 1BDLBHFͷऔΓࠐΈ ֎෦σʔλͷ*NQVUํ๏ UBCMFܗࣜ ͦͷଞ
݁ՌͷPVUQVUํ๏ EBUBGSBNFܗࣜ
3ͷػೳ֦ு lQBDLBHFzΛՃ͢Δ͜ͱͰ؆୯ʹػೳ֦ு͕Ͱ͖Δ ੈքதͰ։ൃ͞Ε͍ͯͯศརͳख๏͕͙͑͢Δ σϞ࣮ߦͷͨΊͷαϯϓϧσʔλ͑Δ 3ެࣜͷQBDLBHFू $3"/
IUUQTDSBOJTNBDKQ HJUIVCʹެ։͞Ε͍ͯΔݸਓ࡞QBDLBHF ͪ͜ΒࣗݾͰ
QBDLBHFͷՃ QBDLBHFͷՃํ๏ 34UVEJPͷ1BDLBHFTλϒΛ͏ JOTUBMMQBDLBHFؔΛࣗͰॻ͘ ࠓճͷൣғ ɾΦϯϥΠϯͰ$3"/͔ΒΠϯετʔϧ ɹˎΦϑϥΠϯͰΠϯετʔϧ͢Δ߹Լهࢀর IUUQEBUBTDJFTPUJTUIBUFOBCMPHKQFOUSZ
ɾNJOJ$3"/ύοέʔδ͕ඞཁͳͷͰ࠷ॳΦϯϥΠϯͰ ҙ ɾґଘQBDLBHFΛҰॹʹΠϯετʔϧ͢Δ͜ͱ
QBDLBHFͷՃ QBDLBHFͷՃํ๏ 34UVEJPͷ1BDLBHFTλϒΛ͏ 3FQPTJUPSZ $3"/ ʹνΣοΫ Πϯετʔϧ͍ͨ͠QBDLBHF໊Λೖྗ
JOTUBMMΛԡ͢ νΣοΫΛ ֎͞ͳ͍͜ͱ
QBDLBHFͷՃ QBDLBHFͷՃํ๏ JOTUBMMQBDLBHFؔΛࣗͰॻ͘ ෳΠϯετʔϧ͢Δ࣌D ͰғΉ ґଘQBDLBHFͷ͏ͪ4VHHFTUT·ͰΠϯετʔϧ͢Δ࣌ lEFQFOEFODJTF536&zΛՃ
&YBNQMF JOTUBMMQBLDBHFT D lSFBESz lEBUBUBCMFz EFQFOEFODJFT536& ࢀর IUUQTTUBUTCJPQBQZSVTKQSCBTJDQBDLBHFIUNM
.&/6 3ͱԿ͔3ͷྺ࢙ ॕप 3Λ͏ͨΊͷڥઃఆ 3ͱ34UVEJPͷΠϯετʔϧ 3ͷػೳ֦ு 1BDLBHFͷऔΓࠐΈ ֎෦σʔλͷ*OQVUํ๏ UBCMFܗࣜ ͦͷଞ
݁ՌͷPVUQVUํ๏ EBUBGSBNFܗࣜ
֎෦σʔλͷJOQVUํ๏ UBCMFܗࣜͷ߹ɺํ๏ͭ CBTF͔ɺQBDLBHFͷzEBUBUBCMFzlSFBESz CBTF VUJMTSFBEUBCMF pMF@QBUI EBUBUBCMF EBUBUBCMFGSFBE
pMF@QBUI SFBES SFBESSFBES@EFMJN pMF@QBUI
֎෦σʔλͷJOQVUํ๏ ྑ͍ͱ͜Ζѱ͍ͱ͜Ζ VUJMTSFBEUBCMF ྑ͍ ɾ͙͑͢Δ ɾ΄΅શͯͷpMFܗࣜʹରͯ͠XSBQQFS͕͋Δ ѱ͍ ɾpMFܗࣜʹΑͬͯXSBQQFSΛࢦఆ͢Δ͔ҾΛ ͚ͭΔඞཁ͕͋Δ ɾσʔλྔ͕૿͑ΔͱಡΈࠐΈ͕͍
֎෦σʔλͷJOQVUํ๏ ྑ͍ͱ͜Ζѱ͍ͱ͜Ζ EBUBUBCMFGSFBE ྑ͍ ɾಡΈࠐΈ͕ૣ͍ େ͖͍ϑΝΠϧ΄Ͳݦஶ ɾࣗಈతʹpMFܗࣜʹ߹ΘͤͯಡΈࠐΉ ѱ͍ ɾzEBUBUBCMF'"-4&zͱ͍͏ࢦఆ͕ඞཁ
֎෦σʔλͷJOQVUํ๏ ྑ͍ͱ͜Ζѱ͍ͱ͜Ζ SFBESSFBES@EFMJN ྑ͍ ɾಡΈࠐΈ͕ૣ͍ ɾ΄΅શͯͷpMFܗࣜʹର͢ΔXSBQQFS͕͋Δ ѱ͍ ɾpMFܗࣜʹΑͬͯXSBQQFSΛࢦఆ͢Δ͔ҾΛ ͚ͭΔඞཁ͕͋Δ
֎෦σʔλͷJOQVUํ๏ ͦͷଞͷܗࣜ บ͕ڧ͍ͷͰΦεεϝ͠·ͤΜʜ &YDFMσʔλ SFBEYMSFBE@FYDFM lpMF@QBUIz 4144σʔλ IBWFOSFBE@TQTT lpMF@QBUIz
4"4σʔλ IBWFOSFBE@TBT lpMF@QBUIz
.&/6 3ͱԿ͔3ͷྺ࢙ ॕप 3Λ͏ͨΊͷڥઃఆ 3ͱ34UVEJPͷΠϯετʔϧ 3ͷػೳ֦ு 1BDLBHFͷऔΓࠐΈ ֎෦σʔλͷ*OQVUํ๏ UBCMFܗࣜ ͦͷଞ
݁ՌͷPVUQVUํ๏ EBUBGSBNFܗࣜ
݁ՌͷPVUQVUํ๏ UBCMFܗࣜͷ߹ VUJMTXSJUFUBCMF EBUB lpMF@QBUIz SPXOBNFT'"-4& ҙ ࢦఆ͠ͳ͍ͱΧϥϜ໊ͱҰॹʹྻ໊ग़ྗ͢Δ
ྻ໊ͷग़ྗΛ͠ͳ͍ࢦఆ͕zSPXOBNFT'"-4&z
&/+0: