Rプログラミング
|
|
|
- たみじろう みやのじょう
- 5 years ago
- Views:
Transcription
1 Excel GDP Excel Excel GDP 10 7 CSV CSV Stata
2 5 1 Excel, CSV, Stata JSON, XML R 2 Excel : Microsoft Excel.xls.xlsx CSV : Comma Separated Values Stata : Stata JSON: JavaScript JavaScript XML: XML Extensible Markup Language Web HTML Hyper Text Markup Language XML R Excel CSV Stata 3 3 Excel 3.1 GDP GDP R (1) = II 2
3 3.2 Excel 5 (2) SNA SNA (3) IV. 1 27ffm1rn jp.xls 3.2 Excel R R readxl Excel II 3
4 3.3 Excel 5 readxl > install.packages("readxl") readxl > library(readxl) Excel read_excel() > help(read_excel) 3.3 Excel Excel Excel 3 read_excel() 1 1 read_excel() Excel > gdp <- read_excel(".xls") # R R working directory R getwd() > getwd() # [1] "/Users/shito/Documents/git-repositories/R-programming-lecnote/handout" setwd() > setwd("/users/shito") # /Users/shito Mac Windows E seminer > setwd("e:/seminer") II 4
5 3.3 Excel 5 27ffm1rn jp.xls Windows E > gdp <- read_excel("e:/ /27ffm1rn_jp.xls") # Windows E 27ffm1rn jp.xls data > gdp <- read_excel("data/27ffm1rn_jp.xls") Excel skip=6 1 col_names TRUE col_names TRUE > gdp <- read_excel("data/27ffm1rn_jp.xls", skip=6, col_names=true) > dim(gdp) # [1] gdp > gdp[1:3, 1:4] # A tibble: 3 x 4 X 1 `1994` `1995` `1996` <chr> <dbl> <dbl> <dbl> A tibble: 3 x 4 gdp Tibble Tibble > is.data.frame(gdp) # [1] TRUE > gdp <- as.data.frame(gdp) # as. Excel R II 5
![3.4 5 3.4 1 > rownames(gdp) <- gdp[, 1] # <-- row.](/docs-images/91/106545218/images/6-0.jpg "names b Excel 1 Excel NA read_excel() trim=true GDP > gdp[,1] # Excel NA 3.4.1 NA > gdp <- gdp[!is.")
6 > rownames(gdp) <- gdp[, 1] # <-- row.names b Excel 1 Excel NA read_excel() trim=true GDP > gdp[,1] # Excel NA NA > gdp <- gdp[!is.na(gdp[,1]),] # NA > dim(gdp) # [1] II 6
7 3.4 5 Excel 3 gdp 2 NA 3 > gdp <- gdp[1:(dim(gdp)[1]-3), ] # 3 > dim(gdp) # [1] :(dim(gdp)[1]-3) > 1:dim(gdp)[1]-3 # (1:dim(gdp)[1]) - 3 [1] [28] > 1:(dim(gdp)[1]-3) # [1] [28] gsub() global substitution gsub(" ", " ", ) > cn <- gsub(" ", "", gdp[, 1]) # > cn[1:7] # [1] " " [2] " " [3] " " [4] " " [5] " ) " [6] " " [7] " " > cn <- gsub(" ", "", cn) # cn gdp duplicated() TRUE duplicated() TRUE > n <- 1:10 # 1 10 > n[c(5, 10)] <- 1 # > n [1] II 7
8 3.4 5 > duplicated(n) # 5 10 TRUE [1] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE > n[duplicated(n)] # 2 [1] 1 1 duplicated() cn > cn[duplicated(cn)] [1] " " " " " " " " Excel cn > gdp <- gdp[cn!=" ", ] > cn <- cn[cn!=" "] > dim(gdp) # 2 55 [1] > (1:length(cn))[duplicated(cn)] # [1] > n <- (1:length(cn))[duplicated(cn)][1:2] # 2 > cn[n] # [1] " " " " > cn[n]<- paste(cn[n], " ", sep="") # paste > cn[n] # [1] " " " " Excel cn gdp > colnames(gdp) [1] "1994" "1995" "1996" "1997" "1998" "1999" "2000" "2001" "2002" "2003" "2004" [12] "2005" "2006" "2007" "2008" "2009" "2010" "2011" "2012" "2013" "2014" "2015" II 8
9 3.4 5 $ 1994 > gdp$1994 # < > gdp$"1994" Y R > paste("y", colnames(gdp), sep="") # [1] "Y1994" "Y1995" "Y1996" "Y1997" "Y1998" "Y1999" "Y2000" "Y2001" "Y2002" "Y2003" [11] "Y2004" "Y2005" "Y2006" "Y2007" "Y2008" "Y2009" "Y2010" "Y2011" "Y2012" "Y2013" [21] "Y2014" "Y2015" > colnames(gdp) <- paste("y", colnames(gdp), sep="") > gdp$y1994 # $ [1] [10] [19] [28] [37] NA [46] NA NA NA > rownames(gdp)[is.na(gdp$y1994)] # NA [1] "" > gdp <- gdp[rownames(gdp)!= "", ] # gdp > gdp$y1994 [1] [10] [19] [28] [37] [46] Excel 3 4 > gdp[1:3, 1:4] Y1994 Y1995 Y1996 Y II 9
10 5 4 R ls() > ls() # list [1] "cn" "gdp" "n" save() load().rdata > save(gdp, file="ch05-gdp.rdata") # gdp ch05-gdp.rdata > save(gdp, cn, file="ch05-gdp.rdata") # gdp cn 5 load() gdp cn rm() remove > rm(gdp, cn) # gdp cn remove > ls() # gdp cn [1] "n" load() > load("ch05-gdp.rdata") > ls() [1] "cn" "gdp" "n" > gdp[1:3, 1:4] Y1994 Y1995 Y1996 Y II 10
11 5 6 GDP R GDP GDP GDI GDE > rownames(gdp)[c(37, 40)] [1] " " " " 2015 > gdp[c(" ", " "), "Y2015"] [1] Excel 3 GDE GDP GDP > max(gdp[" ",]) # GDP [1] > min(gdp[" ",]) # GDP [1] Excel GDP GDP GDP y > y <- gdp[" ",] > colnames(gdp)[y == max(y)] # y y [1] "Y2015" > colnames(gdp)[y == min(y)] # y y [1] "Y1994" GDP GDP 1 I II 11
12 5 > plot(1994:2015, y, type="l", xlab="year", ylab="gdp") GDP Year plot() plot(x, y) x y x :2015 y GDP y 2 type="l" line xlab ylab x y GDP 4 GDP CSV CSV Comma Separated Values CSV CSV 5 II 12
13 (1) URL (2) (3) ippan 2009zensho 2 csv PDF ippan_2009zensho_z_dataset.csv 7.2 CSV CSV read.csv() > help(read.csv) Usage ippan_2009zensho_z_dataset.csv skip=5 header=true Excel Shift JIS R UTF8 encoding="shift_jis" > microdata <- read.csv("data/ippan_2009zensho_z_dataset.csv", # + skip=5, header=true, encoding="shift_jis") II 13
14 5 > dim(microdata) # [1] head() tail() > head(microdata) # > tail(microdata) # RData > save(microdata, file="microdata.rdata") # 8 Stata Stata Stata.dta Stata Stata R Stata read.dta() foreign > library(foreign) > library(help=foreign) # foreign > help(read.dta) # read.dta Stata read.dta() > stata.data <- read.dta(".dta") # Stata dta 9 GDP GDP R GDP GDP GDP 10 II 14
15 5 10 GDP Purchasing Power Parity Rate PPP PPP GDP GDP GDP GDP GDP per capita (1) World Bank GDP ppp per capita (2) Download CSV (3) API NY API_NY.GDP.PCAP.PP.CD_DS2_en_csv_v2.csv R ppp (4) (5) ppp 1 1 (6) Indicator.Name Indicator.Code (7) 2015 GDP (8) GDP GDP (9) ppp WorldBank_GDP.RData (10) ppp II 15
16 5 (11) WorldBank_GDP.RData ppp II 16
山梨県ホームページ作成ガイドライン
17 7 ...1...4...4...4...4...5...5 W3C...5...6...6...6...7...8...8...10...10...10... 11...12...12...13...13...13...14...14...14...15...15...16...16...16...16...16...17...18 15 (2003 ) 69.7 81.1 43.6 19.6
untitled
IT IT IT IT 1 IT 2 Software as a Service (SaaS 3 ) IT SaaS 4 SaaS SaaS PC SaaS SaaS Web SaaS ID IT SaaS IT 1 2 3 Software as a Service ASP(Application Service Provider) SaaS 4 ASPIC SaaS SaaS SaaS SaaS
dicutil1_5_2.book
Kabayaki for Windows Version 1.5.2 ...1...1 1...3...3 2...5...5...5...7...7 3...9...9...9...10...10...11...12 1 2 Kabayaki ( ) Kabayaki Kabayaki ( ) Kabayaki Kabayaki Kabayaki 1 2 1 Kabayaki ( ) ( ) CSV
1 1 1............................ 1 2...................... 1 3..................... 2 4................... 2 2 4 1 CSS.......................... 4 2.
1 1 1............................ 1 2...................... 1 3..................... 2 4................... 2 2 4 1 CSS.......................... 4 2.......................... 4 3......................
ohp.mgp
2019/06/11 A/B -- HTML/WWW(World Wide Web -- (TA:, [ 1 ] !!? Web Page http://edu-gw2.math.cst.nihon-u.ac.jp/~kurino VNC Server Address : 10.9.209.159 Password : vnc-2019 (2019/06/04 : : * * / / : (cf.
Excel2000
Microsoft Excel 2000 Excel Excel ( )m...1...1...1 Shift...2 Shift...2...3...4...6...7...8...10...11...12...13...14...16...17...19...19...20 Excel B2 E5 E5 1/21 Shift B2 Shift E5 Shift B2 Shift Shift 2/21
Oracle Discoverer 3.1 チュートリアル
Oracle Discoverer 3.1 1998 8 A61498-1 Enabling the Information Age Through Network Computing Oracle DIscoverer 3.1 : A61498-1 1 : 1998 8 : Oracle Discoverer 3.1 User Tutorial : A60963-01 : Paula Peplow,
事例に見るSCORMの・・・
SCORM 1.2 2005 8 2004, 2005 i 2004 6 1.0 2004 6 1.02 3.1.1 2005 1 1.1 2.1.4, 2.4.9, 2.5.2, 2.5.3, 3.1.3, 3.4.6, 3.5.2, 3.5.3. 2005 8 1.2 2.1.1 BOM 2.2.2, 2.4.10, 3.1.1 BOM 3.2.2, 3.4.7. ii 1. 1 2. 2 2.1
付加情報をもったファイル共有システム
1 2 1 6 1.1....................................... 6 1.2...................................... 6 1.3..................................... 6 1.4................................... 7 2 8 2.1 Annphony....................................
untitled
1 1 1 1 2 3 3 4 5 5 6 7 8 9 10 14 16 16 18 19 20 24 24 25 27 29 29 30 31 32 32 Microsoft PowerPoint 1 2 PowerPoint PowerPoint 3 4 259-1292 259-1292 5 PowerPoint PowerPoint 6 7 8 9 PowerPoint 10 11 12 ESC
データ分析のまとめ方
R ではさまざまなデータを分析することができる R のデータセットを使う 外部ファイルを使う 作業ディレクトリの確認と変更 データの探し方 作業ディレクトリ (working directory) の確認と変更 Windows や mac では作業ディレクトリを変更できる 作業ディレクトリを自分の PC の デスクトップ に設定すると操作しやすい メニューでは : Windows の場合 : ファイル
はじめての帳票作成
ucosminexus EUR 3020-7-532 OS Windows Vista Windows XP P-26D2-5684 ucosminexus EUR Designer 08-00 P-26D2-5784 ucosminexus EUR Developer 08-00 ISO9001 TickIT Microsoft Microsoft Corp. Microsoft Excel Microsoft
provider_020524_2.PDF
1 1 1 2 2 3 (1) 3 (2) 4 (3) 6 7 7 (1) 8 (2) 21 26 27 27 27 28 31 32 32 36 1 1 2 2 (1) 3 3 4 45 (2) 6 7 5 (3) 6 7 8 (1) ii iii iv 8 * 9 10 11 9 12 10 13 14 15 11 16 17 12 13 18 19 20 (2) 14 21 22 23 24
2009/02/ /03/ /03/ /06/16 21
2009 6 2009/02/25 3 3 2009/03/03 3 10 2009/03/10 6 16 2009/06/16 21 ... 1 1... 3 1-1... 3 1-2... 3 1-3... 3 1-4... 4 1-5... 6 2... 7 2-1 ( )... 7 3... 13 4... 16 4-1... 16 4-2... 17 4-3... 18 5... 19 5-1...
1 1.1 PC PC PC PC PC workstation PC hardsoft PC PC CPU 1 Gustavb, Wikimedia Commons.
1 PC PC 1 PC PC 1 PC PC PC PC 1 1 1 1.1 PC PC PC PC PC workstation PC 1.1.1 hardsoft 1.1.2 PC PC 1.1 1 1. 2. 3. CPU 1 Gustavb, Wikimedia Commons.http://en.wikipedia.org/wiki/Image:Personal_computer,_exploded_5.svg
MS-Excel : [ ] [ ] [Applications] [Excel2007] : [Office ] [Excel ] [ ] : [Ctrl+n] [Office ] [ ] : [Ctrl+o] [Office ] [ ] ( ) 2
![MS-Excel : [ ] [ ] [Applications] [Excel2007] : [Office ] [Excel ] [ ] : [Ctrl+n] [Office ] [ ] : [Ctrl+o] [Office ] [ ] ( ) 2](/thumbs/39/20103155.jpg "MS-Excel : [ ] [ ] [Applications] [Excel2007] : [Office ] [Excel ] [ ] : [Ctrl+n] [Office ] [ ] : [Ctrl+o] [Office ] [ ] ( ) 2")
( ) MS-Excel 1 MS-Excel : [ ] [ ] [Applications] [Excel2007] : [Office ] [Excel ] [ ] : [Ctrl+n] [Office ] [ ] : [Ctrl+o] [Office ] [ ] ( ) 2 MS-Excel : [Ctrl+s] [Office ] [ ] : [F12] [Office ] [ ] : 3
MS-Excel : [ ] [ ] [Applications] [Excel2007] : [Office ] [Excel ] [ ] : [Ctrl+n] [Office ] [ ] : [Ctrl+o] [Office ] [ ] ( ) 2
![MS-Excel : [ ] [ ] [Applications] [Excel2007] : [Office ] [Excel ] [ ] : [Ctrl+n] [Office ] [ ] : [Ctrl+o] [Office ] [ ] ( ) 2](/thumbs/39/20160569.jpg "MS-Excel : [ ] [ ] [Applications] [Excel2007] : [Office ] [Excel ] [ ] : [Ctrl+n] [Office ] [ ] : [Ctrl+o] [Office ] [ ] ( ) 2")
( ) MS-Excel 1 MS-Excel : [ ] [ ] [Applications] [Excel2007] : [Office ] [Excel ] [ ] : [Ctrl+n] [Office ] [ ] : [Ctrl+o] [Office ] [ ] ( ) 2 MS-Excel : [Ctrl+s] [Office ] [ ] : [F12] [Office ] [ ] : 3
untitled
... 2... 3... 5... 5... 8... 13... 18 HTML... 19 HTML... 20 PDF... 20 PDF... 22... 25 1 2 3 WEB (HTML,PDF, ) 4 5 6 7 WV O JDBC Data SourceDataSource01(N) > CSV 8 mysql JDBC mysql jar 9 10 11 12 13 14 15
インターネットを活用した経済分析 - フリーソフト Rを使おう
R 1 1 1 2017 2 15 2017 2 15 1/64 2 R 3 R R RESAS 2017 2 15 2/64 2 R 3 R R RESAS 2017 2 15 3/64 2-4 ( ) ( (80%) (20%) 2017 2 15 4/64 PC LAN R 2017 2 15 5/64 R R 2017 2 15 6/64 3-4 R 15 + 2017 2 15 7/64
オンラインによる 「電子申告・納税等開始（変更等）届出書」 提出方法
18 2 1 OS 2 OS WWW OS Windows 2000 Professional Windows XP (Home Edition) Windows XP (Professional Edition) WWW Microsoft Internet Explorer 6.0 Windows 98 Windows Me WindowsNT OS e-tax 3 Internet Explorer
NEEDS Yahoo! Finance Yahoo! NEEDS MT EDINET XBRL Magnetic Tape NEEDS MT Mac OS X Server, Linux, Windows Operating System: OS MySQL Web Apache MySQL PHP Web ODBC MT Web ODBC LAMP ODBC NEEDS MT PHP: Hypertext
1
0 1 2 OK NG 3 ID 4 CMS 5 CMS 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 [PDF 7KB] [ ] 22 23 (HP ( pt) ) () ( 24 25 ( ) 26 27 28 29 #() URL # # 30 [PDF 7KB] [ ] 31 32 33 34 35 HTML HTML 36 37 38 39 40
Pro 16 ipad iphone Windows Mac Web App : 12,600 T1 1 1 * Starter Solution Excel PDF Web Web CSV, Excel, XML, ODBC ODBC / JDBC ** SQL REST API (JSON, c
An Apple Subsidiary NPO Version 16 May 2017 Pro 16 ipad iphone Windows Mac Web App : 12,600 T1 1 1 * Starter Solution Excel PDF Web Web CSV, Excel, XML, ODBC ODBC / JDBC ** SQL REST API (JSON, curl ) Pro
短大29号.indd
Office 2007 1Word 2003 Word 2007 2 Office 2007 3CD-ROM 4 CAI 5 6 1Word 2003 Word 2007 Word 2007 Word 2003 Word 2007 4 Word 2003 Word 2003 Word 2007 Word 2003 Word 2007 Office 2003 Office 2007 Office 2007
FileMaker Pro Tutorial
FileMaker Pro 11 2007-2010 FileMaker, Inc. All Rights Reserved. FileMaker, Inc. 5201 Patrick Henry Drive Santa Clara, California 95054 FileMaker FileMaker, Inc. FileMaker, Inc. FileMaker FileMaker, Inc.
<4D F736F F D B B83578B6594BB2D834A836F815B82D082C88C60202E646F63>
デザイン言語 Processing 入門 サンプルページ この本の定価 判型などは, 以下の URL からご覧いただけます. http://www.morikita.co.jp/books/mid/084931 このサンプルページの内容は, 初版 1 刷発行当時のものです. Processing Ben Fry Casey Reas Windows Mac Linux Lesson 1 Processing
ODC FAL CC OKF Open Data Commons (ODC) OKF PDDL ODC-BY ODbL OKF Free Art License(FAL) FAL Copyleft Attitude Creative Commons CC CC0 CC-BY CC-BY-SA CC
1 2 2 3 3 OKF 3-1 ODC FAL CC OKF Open Data Commons (ODC) OKF PDDL ODC-BY ODbL OKF Free Art License(FAL) FAL Copyleft Attitude Creative Commons CC CC0 CC-BY CC-BY-SA CC CC 3-2 http://www.data.go.jp/ CC-BY
FileMaker Pro Tutorial
FileMaker Pro 12 2007-2012 FileMaker, Inc. All Rights Reserved. FileMaker, Inc. 5201 Patrick Henry Drive Santa Clara, California 95054 FileMaker Bento FileMaker, Inc. Bento FileMaker, Inc. FileMaker FileMaker,
28 9
28 9 D3()Vol.68No.5pp.773-780 (2012) HASEGAWA Hironobu, FUJII Masaru, ARIMURA Mikiharu, TAMURA Tohru: A Basic Study on Traffic Accident Data Analysis Using Support Vector MachineJournal of the Eastern
06佐々木雅哉_4C.indd
3 2 3 2 4 5 56 57 3 2013 9 2012 16 19 62.2 17 2013 7 170 77 170 131 58 9 10 59 3 2 10 15 F 12 12 48 60 1 3 1 4 7 61 3 7 1 62 T C C T C C1 2 3 T C 1 C 1 T C C C T T C T C C 63 3 T 4 T C C T C C CN T C C
B 20 Web
B 20 Web 0753018 21 1 29 1 1 6 2 8 3 UI 10 3.1........................ 10 3.2 Web............ 11 3.3......... 12 4 UI 14 4.1 Web....................... 15 4.2 Web........... 16 4.3 Web....................
u302.book
Text Search Filter Library Version 3 3000-6-302-10 P-1MD3-3831* Text Search Filter Library Version 3 03-10 OS AIX 5L V5.2 AIX 5L V5.3 P-24D3-3834 Text Search Filter Library Version 3 03-10 OS Windows 2000
2004/01/12 1 2004/01/23 2 I- - 10 2004/04/02 3-6 2004/04/03 4-1-5-1,-1-8-1,-2-2-1,-3-4-1,-3-5-1,-4-2-1, -5-4-2,-5-6-1,-6-2-1 4. _.doc 1
4 2004 4 3 2004/01/12 1 2004/01/23 2 I- - 10 2004/04/02 3-6 2004/04/03 4-1-5-1,-1-8-1,-2-2-1,-3-4-1,-3-5-1,-4-2-1, -5-4-2,-5-6-1,-6-2-1 4. _.doc 1 - - I. 4 I- 4 I- 4 I- 6 I- 6 I- 7 II. 8 II- 8 II- 8 II-
1 6/13 2 6/20 3 6/27 4 7/4 5 7/11 6 7/18 N 7 7/25 Warshall-Floyd, Bellman-Ford, Dijkstra TSP DP, 8/1 2 / 36
3 2016 6 27 1 / 36 1 6/13 2 6/20 3 6/27 4 7/4 5 7/11 6 7/18 N 7 7/25 Warshall-Floyd, Bellman-Ford, Dijkstra TSP DP, 8/1 2 / 36 1 2 3 3 / 36 4 / 36 os.urandom(n) n >>> import os >>> r = os.urandom(4) #
Microsoft Word - 卒業研究Ⅱ論文.docx
25 Information gathering of new medical supplies, and construction of a learning system 6 08P141 1 10 3 2000 2011 web 1. 2. 3. 4. 5. 6. 7. 2 1. 4 2. 5 2.1. 5 2.2. 7 2.3. 12 2.4. 14 2.5. 20 3. 21 4. 32
XMLアクセス機能説明書
SolarisTM Solaris Microsoft Windows NT Server network operating system Version 4.0 Windows NT Microsoft Windows 2000 Server operating systemmicrosoft Windows 2000 Advanced Server operating system Windows
Innovation Linked Open Data Resource Description Framework Uniform Resource Identifier Open Government 25 5 23 2011 25 2013 6 26 2014 3 ...1 ICT 2...4...4.....5..6..9..9 13 15 15 22 24 26 26 27 29 32 43
untitled
Web Ver3 2005 7 1. Web...1 2. Web...2 3. Web...3 4....5 5. ActiveX...9 6. Java...11 7. Netscape Plug-in... 15 8. COM... 19 9. Web API... 20 10.... 21 1. Web for WindowsCSV HTML 1 2. Web Web Web / for WindowsHTML
Oracle Secure Enterprise Search 10gを使用したセキュアな検索
Oracle Secure Enterprise Search 10g 2006 3 Oracle Secure Enterprise Search 10g... 3... 3... 3... 4 Oracle Internet Directory... 4 Microsoft Active Directory... 5... 5 1... 5 2... 6 3 ACL... 6 4 ACL...
XML XML (Extensible Markup Language) ISO SGML (Standard Generalized Markup Language) W3C (World Wide Web Consortium) XML 1.0
XML 2-1 XML XML (Extensible Markup Language) ISO SGML (Standard Generalized Markup Language) W3C (World Wide Web Consortium) XML 1.0 http://www.w3.org/tr/rec-xml http://www.fxis.co.jp/xmlcafe/tmp/rec-xml.html
=
2. 2.1 2.2 kuri@ice.uec.ac.jp ( 2007/10/30/16:46) 1 . 1. 1 + 2 = 5. 2. 180. 3. 3 3. 4.. 5.. 2 2.1 1.,,,,. 2., ( ) ( ).,,,, 3.,. 4.,,,. 3 1.,. 1. 1 + 2 = 5. (, ) 2. 180. (, ) 3. 3, 3. (, ) 4.. (, ) 5..
1 R Windows R 1.1 R The R project web R web Download [CRAN] CRAN Mirrors Japan Download and Install R [Windows 9
![1 R Windows R 1.1 R The R project web R web Download [CRAN] CRAN Mirrors Japan Download and Install R [Windows 9](/thumbs/99/142039515.jpg "1 R Windows R 1.1 R The R project web R web Download [CRAN] CRAN Mirrors Japan Download and Install R [Windows 9")
1 R 2007 8 19 1 Windows R 1.1 R The R project web http://www.r-project.org/ R web Download [CRAN] CRAN Mirrors Japan Download and Install R [Windows 95 and later ] [base] 2.5.1 R - 2.5.1 for Windows R
1 2 2
1 1 2 2 1993 12 540 9 10 11 11 3250 138 5 6.7 43.6 49.7 1993 1988 1 9 3 3 4 1997 1993 5 5 550 12 2001 1984~1993 1980 259 2449 1984 228 1991 289 30 1993 148 1654 266 15 ( ) 1997 p.174 1993 2000 20 5 1993
Computer Infrastructure System 1 set main Revision : 1.5 abst Revision : 1.4 tetsuzuki Revision : 1.4 func-common Revision : 1.
Computer Infrastructure System 1 set 2017 7 2017 7 19 16 26 main Revision : 1.5 abst Revision : 1.4 tetsuzuki Revision : 1.4 func-common Revision : 1.17 cis-services Revision : 1.8 cis-servers Revision
No ii
2005 6 1 2 200004 103/7-2000041037-1 3 4 5 JIS JIS X 0208, 1997 o È o http://www.pref.hiroshima.jp/soumu/bunsyo/monjokan/index.htm 200004 3 6 188030489521435 6119865 1220007 2 1659361903 3118983 16 381963
1 1 1............................ 1 2.............. 1 3................... 1 4...................... 1 5 Web................. 2 6.....................
web 0448039 1 1 1............................ 1 2.............. 1 3................... 1 4...................... 1 5 Web................. 2 6...................... 3 7 HTML CSS.................... 3 8....................
「Android Studioではじめる 簡単Androidアプリ開発」正誤表
Android Studio Android 2016/04/19 Android Studio Android *1 Android Studio Android Studio Android Studio Android Studio Android PDF : Android Studio Android Android Studio Android *2 c R TM *1 Android
COBOLソース解析支援 導入・運用ガイド
COBOL 3020-3-C10-10 P-2651-1214 COBOL 01-01 OS Windows XP Windows Vista Windows 7 InstallShield Macrovision Corporation / Internet Explorer Microsoft Corporation Microsoft Microsoft Corporation Microsoft
44 4 I (1) ( ) (10 15 ) ( 17 ) ( 3 1 ) (2)
(1) I 44 II 45 III 47 IV 52 44 4 I (1) ( ) 1945 8 9 (10 15 ) ( 17 ) ( 3 1 ) (2) 45 II 1 (3) 511 ( 451 1 ) ( ) 365 1 2 512 1 2 365 1 2 363 2 ( ) 3 ( ) ( 451 2 ( 314 1 ) ( 339 1 4 ) 337 2 3 ) 363 (4) 46
2009 SEP. No.664 9 18 100460345 209710798 %0.11 3350955 9750799 12.1 0.93 100350 19 100600453 209700800 %0.03 3200065 9740873 11.0 0.98 90490 20 100750364 209680396 %0.81 321 844 978 591 11.6
i ii i iii iv 1 3 3 10 14 17 17 18 22 23 28 29 31 36 37 39 40 43 48 59 70 75 75 77 90 95 102 107 109 110 118 125 128 130 132 134 48 43 43 51 52 61 61 64 62 124 70 58 3 10 17 29 78 82 85 102 95 109 iii
pp R R Word R R R R Excel SPSS R Microsoft Word 2016 OS Windows7 Word2010 Microsoft Office2010 R Emacs ESS R R R R https:
計量国語学 アーカイブ ID KK300604 種別 解説 タイトル データの視覚化 (6) Rによる樹形図の作成 Title Data Visualization (6): Making Dendrogram in R statics 著者 林直樹 Author HAYASHI Naoki 掲載号 30 巻 6 号 発行日 2016 年 9 月 20 日 開始ページ 378 終了ページ 390 著作権者
1 I EViews View Proc Freeze
EViews 2017 9 6 1 I EViews 4 1 5 2 10 3 13 4 16 4.1 View.......................................... 17 4.2 Proc.......................................... 22 4.3 Freeze & Name....................................
1 1 1............................ 1 2............................ 1 3 Java........................ 2 4........................ 3 2 4 1................
Java 1 1 1............................ 1 2............................ 1 3 Java........................ 2 4........................ 3 2 4 1......................... 4 2.......................... 4 3....................
201506_Web版作成支援_簡易操作マニュアル
... 1... 7 :info_prtr@nite.go.jp PRTR http://www.nite.go.jp/chem/prtr/notify.html URL PRTR P.9 PRTR 1 P.7 2 P.11 3 4 XML PDF 5 OK XML PDF 6 XML PDF OK OK XML XML P.8 7 XML 8 http://www.nite.go.jp/chem/prtr/notify.html
Cosminexus Application Designer操作ガイド
Cosminexus Application Designer 3020-3-M91 OS Windows Server 2003 Windows Server 2003 R2 Windows XP Windows Vista P-2443-7E74 ucosminexus Developer Standard 07-50 P-2443-7F74 ucosminexus Developer Professional
MS Access ¤λȤ¤˽
MS Access 2003 : 2010 3 31 1 MS Office MS Access MS Access MS Word MS Excel MS PowerPoint MS Office Access Word Excel PowerPoint Access Access Word Excel MS Office ( ) Access Office 2003 Office 2007 Professional
ito.dvi
1 2 1006 214 542 160 120 160 1 1916 49 1710 55 1716 1 2 1995 1 2 3 4 2 3 1950 1973 1969 1989 1 4 3 3.1 3.1.1 1989 2 3.1.2 214 542 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
28 2016 24 4 16-1 - KuniJiban XML Windows7 10 Google Chrome MS-IE 11 Mozilla Firefox iphone6 Safari URL http://geonews.zenchiren.or.jp/api/2016kumamotoeq/index.html http://www.web-gis.jp/2016kumamotoeq/index.html
FileMaker Pro Advanced Development Guide
FileMaker Pro 11 Advanced 2007 2010 FileMaker, Inc. All Rights Reserved. FileMaker, Inc. 5201 Patrick Henry Drive Santa Clara, California 95054 FileMakerFileMaker, Inc. FileMaker, Inc. FileMaker FileMaker,
1 1 1........................... 1 2.............................. 1 2 2 1........................... 2 2...................... 3 3...................
0448051 1 1 1........................... 1 2.............................. 1 2 2 1........................... 2 2...................... 3 3.................... 4 4........................ 6 5...........................
目次
Knowledge Deliver ver.3.0 Knowledge Deliver ver.3.0. KNOWLEDGE DELIVER...7... 7 e...7 LMSLCMS...7...7...7... 8...8...8... 9...9...9...9...9...10... 11 Knowledge Deliver...11 Web... 11... 11... 11...12...12
Windows Macintosh 18 Java Windows 21 Java Macintosh
2 2 2 6 6 6 12 16 17 18 Windows Macintosh 18 Java Windows 21 Java Macintosh 23 25 26 26 27 33 34 40 48 55 57 60 Sun Sun Microsystems Java Java Sun Microsystems, Inc. Microsoft Windows Windows Microsoft
programmingII2019-v01
II 2019 2Q A 6/11 6/18 6/25 7/2 7/9 7/16 7/23 B 6/12 6/19 6/24 7/3 7/10 7/17 7/24 x = 0 dv(t) dt = g Z t2 t 1 dv(t) dt dt = Z t2 t 1 gdt g v(t 2 ) = v(t 1 ) + g(t 2 t 1 ) v v(t) x g(t 2 t 1 ) t 1 t 2
2 2.1 Excel 2013 Excel
4 1 4 : (1) (2) 1 (spread sheet) APPLE II 1 Microsoft Excel 2 2.1 Excel 2013 Excel 2013 4 2 1 4 3 2.2 1 A,B,C,... 1,2,3... F8 F8 G3 A1 F17 A,B,... 1,2,... 2.2.1 End 1 2.2.2 Excel + 2.2.3 (1) (2) Enter
book
Bibliotheca21 Personal 3020-7-245-30 P-26D3-A114 Bibliotheca21 Personal 01-30 OS Windows 2000 Windows Server(R) 2003 Windows XP Windows Server(R) 2008 Windows Vista(R) Windows 7 Adobe Adobe Systems Incorporated
Microsoft Word - 11_thesis_08k1131_hamada.docx
23 08k1131 24 i JSP HTML CSS JavaScript Flash ios ii 1.... 1 2.... 1 2.1...1 2.2...2 2.3 Flash...2 2.4...2 2.5...3 2.6...3 2.7...4 3.... 4 3.1...4 3.2...6 3.3...8 3.4...9 3.5... 11 3.6... 12 3.7... 13
10 12 13 16 17 26 26 31 32 33 33 35 37 38 39 42 43 44 2 15 5 15 57 17 16 4 16 4 2 JA 16 7 1 10 22 11 9 12 6 12 2 12 24 17 1 6 JA 3 4 5 16 7 1 6 ( ) ( ) 15 ( ) ( ) ( ) ( ) ( ) 16 3 35 37 1 93 223 ( ) 218
ORCA (Online Research Control system Architecture)
ORCA (Online Research Control system Architecture) ORCA Editor Ver.1.2 1 9 10 ORCA EDITOR 10 10 10 Java 10 11 ORCA Editor Setup 11 ORCA Editor 12 15 15 ORCA EDITOR 16 16 16 16 17 17 ORCA EDITOR 18 ORCA
無印良品のスキンケア
2 3 4 5 P.22 P.10 P.18 P.14 P.24 Na 6 7 P.10 P.22 P.14 P.18 P.24 8 9 1701172 1,400 1701189 1,000 1081267 1,600 1701257 2,600 1125923 450 1081250 1,800 1125916 650 1081144 1,800 1081229 1,500 Na 1701240
RubyWorld Conference 2011, Sep 5 2011 [6] 1 2 3 4-2SD -2SD -2SD -2SD [s] 56.9 68.8 33.7 36.6 27.1 29.1 22.5 24.0 21.8 20.5 22.9 22.3 24.3 24.0 24.4 24.2 [s] 101.9 115.1 85.2 92.8 57.1 62.9 42.5 46.3
intra-mart Web for SellSide ver /03/31 Oracle MS-SQL Server IBM DB2 MS-SQL Server IBM DB2 Client Side JavaScript Server Side JavaScript URL -
intra-mart Web for SellSide ver3.1.0 2002/03/31 Oracle MS-SQL Server IBM DB2 MS-SQL Server IBM DB2 Client Side JavaScript Server Side JavaScript URL - intra-mart intra-mart intra-mart - 1 - intra-mart
FileMaker Pro 9 Tutorial
FileMaker Pro 10 2007-2009 FileMaker, Inc. All rights reserved. FileMaker, Inc. 5201 Patrick Henry Drive Santa Clara, California 95054 FileMaker Bento Bento FileMaker, Inc. Mac Mac Apple Inc. FileMaker
() DTD
20 5 () 1...1 2...2 3...5 3-1...5 3-2...11 4...13 5...15 5-1...15 5-2...15 6...16 7...18 7-1...18 7-2...19 7-3...20 8...21 8-1...21 8-2...22 8-3...23 1 DTD... 1-1 2 XML... 2-1 3... 3-1 4 XML... 4-1 ()
はがきファイリングOCR V1.1 ユーザーズガイド
OCR V1.1 OCR V1.1 OCR V1.1 OCR V1.1 Readme.txt OCR V1.1 OCR V1.1 OCR 2004 10 MicrosoftWindowsWindows NT Microsoft Corporation Microsoft Corporation All Rights Reserved, Copyright PFU 2001-2004 OCR V1.1
スライド 1
22 YES NO ( ) 15 4 3 15 5 : Wikipedia text mining : Wikipedia Data mining DM heuristic, 1: 2: 1: 2: 1: 2: 3: 4: 5: 6: 7: 8: 1: 2: 1: 2: 1: 2: 3: 4: 5: 1: 2: 1: 2: 3: 4: 5: 1: 2: 3: 1: 2: 1: 2: 3:
WebClass
WebClass ver.9.03 2011 / 3 2011 WebClass Japan Ltd. WebClass 1.... 4... 4» /...4... 5»...5 /... 6» /...6 /... 8»...8... 10»... 11»... 11»... 11 /... 12»... 14... 15... 15 2.... 17 /... 17»... 17»... 17
2
2 485 1300 1 6 17 18 3 18 18 3 17 () 6 1 2 3 4 1 18 11 27 10001200 705 2 18 12 27 10001230 705 3 19 2 5 10001140 302 5 () 6 280 2 7 ACCESS WEB 8 9 10 11 12 13 14 3 A B C D E 1 Data 13 12 Data 15 9 18 2
untitled
Track Stick...1...2...7...8...9...10...10...14...14...17...19...23 1. CD CD 2. INSTALL TRACK SITCK MANAGER 3. OK 2 4. NEXT 5. license agreement I agree 6. Next 3 7. 8. Next 9. Next 4 10. Close 9 OK PDF
ii II Web Web HTML CSS PHP MySQL Web Web CSS JavaScript Web SQL Web 2014 3
Web 2.0 Web Web Web Web Web Web Web I II I ii II Web Web HTML CSS PHP MySQL Web Web CSS JavaScript Web SQL Web 2014 3 1. 1.1 Web... 1 1.1.1... 3 1.1.2... 3 1.1.3... 4 1.2... 4 I 2 5 2. HTMLCSS 2.1 HTML...
XMLとは、eXtensible Markup Languageの略で、拡張可能なマーク付け言語である
XML ... 2... 2... 2... 3... 4... 4... 5... 6... 6... 6... 7... 8... 8... 9... 9... 12... 12... 14... 15... 15... 15... 15... 15... 16... 16... 17... 17... 18... 19... 20... 21... 22... 28... 29... 30 1
¥ƥ¥¹¥ȥ¨¥ǥ£¥¿¤λȤ¤˽
: 2010 2 14 1 MS Word.doc (MS Word 2003 ).docx (MS Word 2007 ) Word Windows.txt MS Word Word Word Word Excel Word 1 Word Word Word MS Word MS Word MS Word Word Windows MS Word MS Word Word Windows.txt
22 9 1... 1 2... 2 3... 3 4... 6 4-1... 6 4-2... 13 4-3... 15 4-4... 17 4-5... 19 5... 23 6... 25 7... 28 7-1... 28 7-2... 29 7-3... 31 8... 32 8-1... 32 8-2... 33 8-3... 34 8-4... 34 1 DTD... 1-1 2 XML...
R による統計解析入門
R May 31, 2016 R R R R Studio GUI R Console R Studio PDF URL http://ruby.kyoto-wu.ac.jp/konami/text/r R R Console Windows, Mac GUI Unix R Studio GUI R version 3.2.3 (2015-12-10) -- "Wooden Christmas-Tree"
untitled
Flex 2010 1 21 5106139 5106144 1 -------------------------------------------------------------------------------------------------p3 ----------------------------------------------------------------------------------------------p4
1-3 Perl 1 Perl ( 1) ( ) ( 2) Perl 1 Perl Perl CGI Web Web Perl /usr/bin/perl #! -- ( 2 ) ( 2) ( 2) 2 ( ) Windows http://multilingual-editor.sugutsuka
( Ver. 1.2) 2013 12 http://email-form.sugutsukaeru.jp/ Copyright(c) 2013 Sugutsukaeru Inc. All rights reserved. 1 1-1 Web http://email-form.sugutsukaeru.jp/ 1-2 README.pdf ( ) document.pdf ( ) admin/ CGI
<4D F736F F F696E74202D208A778F708FEE95F197AC92CA82F08EC08CBB82B782E98B5A8F E97708B5A8F70816A5F94D196EC8D758E742E >
講義 (5) 学術情報流通を実現する技術 (2) 応 技術 佛教 学図書館専 員飯野勝則 2013 年 9 25 at NII シンプルな学術情報流通 近な例 CiNii に 量の論 データを登録する というのも学術情報流通の 形態 CiNii(NII ELS) に 量のデータを登録する (1) TSV(Tab Separated Value) 形式 E データ項 をタブによって切り分けたテーブルを連想させるフォーマット