R语言实战 - 基本数据管理(4)

11. 使用SQL语句操作数据框

> install.packages("sqldf")
Installing package into ‘C:/Users/WZhong/Documents/R/win-library/3.4’
(as ‘lib’ is unspecified)
also installing the dependencies ‘rlang’, ‘bit’, ‘tibble’, ‘digest’, ‘bit64’, ‘blob’, ‘memoise’, ‘pkgconfig’, ‘BH’, ‘plogr’, ‘gsubfn’, ‘proto’, ‘RSQLite’, ‘DBI’, ‘chron’

trying URL ‘https://mirror.lzu.edu.cn/CRAN/bin/windows/contrib/3.4/rlang_0.1.2.zip‘
Content type ‘application/zip‘ length 465926 bytes (455 KB)
downloaded 455 KB

trying URL ‘https://mirror.lzu.edu.cn/CRAN/bin/windows/contrib/3.4/bit_1.1-12.zip‘
Content type ‘application/zip‘ length 240302 bytes (234 KB)
downloaded 234 KB

trying URL ‘https://mirror.lzu.edu.cn/CRAN/bin/windows/contrib/3.4/tibble_1.3.4.zip‘
Content type ‘application/zip‘ length 676609 bytes (660 KB)
downloaded 660 KB

trying URL ‘https://mirror.lzu.edu.cn/CRAN/bin/windows/contrib/3.4/digest_0.6.12.zip‘
Content type ‘application/zip‘ length 172962 bytes (168 KB)
downloaded 168 KB

trying URL ‘https://mirror.lzu.edu.cn/CRAN/bin/windows/contrib/3.4/bit64_0.9-7.zip‘
Content type ‘application/zip‘ length 548391 bytes (535 KB)
downloaded 535 KB

trying URL ‘https://mirror.lzu.edu.cn/CRAN/bin/windows/contrib/3.4/blob_1.1.0.zip‘
Content type ‘application/zip‘ length 14945 bytes (14 KB)
downloaded 14 KB

trying URL ‘https://mirror.lzu.edu.cn/CRAN/bin/windows/contrib/3.4/memoise_1.1.0.zip‘
Content type ‘application/zip‘ length 29980 bytes (29 KB)
downloaded 29 KB

trying URL ‘https://mirror.lzu.edu.cn/CRAN/bin/windows/contrib/3.4/pkgconfig_2.0.1.zip‘
Content type ‘application/zip‘ length 20004 bytes (19 KB)
downloaded 19 KB

trying URL ‘https://mirror.lzu.edu.cn/CRAN/bin/windows/contrib/3.4/BH_1.65.0-1.zip‘
Content type ‘application/zip‘ length 17006683 bytes (16.2 MB)
downloaded 16.2 MB

trying URL ‘https://mirror.lzu.edu.cn/CRAN/bin/windows/contrib/3.4/plogr_0.1-1.zip‘
Content type ‘application/zip‘ length 17912 bytes (17 KB)
downloaded 17 KB

trying URL ‘https://mirror.lzu.edu.cn/CRAN/bin/windows/contrib/3.4/gsubfn_0.6-6.zip‘
Content type ‘application/zip‘ length 354983 bytes (346 KB)
downloaded 346 KB

trying URL ‘https://mirror.lzu.edu.cn/CRAN/bin/windows/contrib/3.4/proto_1.0.0.zip‘
Content type ‘application/zip‘ length 466933 bytes (455 KB)
downloaded 455 KB

trying URL ‘https://mirror.lzu.edu.cn/CRAN/bin/windows/contrib/3.4/RSQLite_2.0.zip‘
Content type ‘application/zip‘ length 2079028 bytes (2.0 MB)
downloaded 2.0 MB

trying URL ‘https://mirror.lzu.edu.cn/CRAN/bin/windows/contrib/3.4/DBI_0.7.zip‘
Content type ‘application/zip‘ length 749154 bytes (731 KB)
downloaded 731 KB

trying URL ‘https://mirror.lzu.edu.cn/CRAN/bin/windows/contrib/3.4/chron_2.3-50.zip‘
Content type ‘application/zip‘ length 110380 bytes (107 KB)
downloaded 107 KB

trying URL ‘https://mirror.lzu.edu.cn/CRAN/bin/windows/contrib/3.4/sqldf_0.4-11.zip‘
Content type ‘application/zip‘ length 77846 bytes (76 KB)
downloaded 76 KB

package ‘rlang’ successfully unpacked and MD5 sums checked
package ‘bit’ successfully unpacked and MD5 sums checked
package ‘tibble’ successfully unpacked and MD5 sums checked
package ‘digest’ successfully unpacked and MD5 sums checked
package ‘bit64’ successfully unpacked and MD5 sums checked
package ‘blob’ successfully unpacked and MD5 sums checked
package ‘memoise’ successfully unpacked and MD5 sums checked
package ‘pkgconfig’ successfully unpacked and MD5 sums checked
package ‘BH’ successfully unpacked and MD5 sums checked
Warning: unable to move temporary installation ‘C:\Users\WZhong\Documents\R\win-library\3.4\file2cd06ad67e42\BH’ to ‘C:\Users\WZhong\Documents\R\win-library\3.4\BH’
package ‘plogr’ successfully unpacked and MD5 sums checked
package ‘gsubfn’ successfully unpacked and MD5 sums checked
package ‘proto’ successfully unpacked and MD5 sums checked
package ‘RSQLite’ successfully unpacked and MD5 sums checked
package ‘DBI’ successfully unpacked and MD5 sums checked
package ‘chron’ successfully unpacked and MD5 sums checked
package ‘sqldf’ successfully unpacked and MD5 sums checked

The downloaded binary packages are in
C:\Users\WZhong\AppData\Local\Temp\RtmpiKKe8J\downloaded_packages
>
>
>
> library(sqldf)
Loading required package: gsubfn
Loading required package: proto
Loading required package: RSQLite

  

时间: 2024-08-11 16:15:19

R语言实战 - 基本数据管理(4)的相关文章

R语言实战 - 高级数据管理(2)

2.4 字符处理函数 > x <- c("ab", "cde", "fghij") > length(x) [1] 3 > nchar(x[3]) [1] 5 > > > x <- "abcdef" > substr(x, 2, 4) [1] "bcd" > substr(x, 2, 4) <- "22222" >

R语言实战 - 基本数据管理(3)

8. 数据排序 > leadership$age [1] 32 45 25 39 NA > newdata <- leadership[order(leadership$age),] > newdata manager testDate country gender age item1 item2 item3 item4 item5 3 3 2008-10-01 UK F 25 3 5 5 5 2 1 1 2008-10-24 US M 32 5 4 5 5 5 4 4 2008-

R语言实战 - 基本数据管理(2)

5. 缺失值 > y <- c(1,2,3,NA) > is.na(y) [1] FALSE FALSE FALSE TRUE > leadership manager testDate country gender age item1 item2 item3 item4 item5 1 1 10/24/08 US M 32 5 4 5 5 5 2 2 10/28/08 US F 45 3 5 2 5 5 3 3 10/1/08 UK F 25 3 5 5 5 2 4 4 10/1

R语言实战 - 高级数据管理(4)

6. 整合与重构 6.1 转置 > mtcars mpg cyl disp hp drat wt qsec vs am gear carb Mazda RX4 21 6 160 110 3.9 2.6 16 0 1 4 4 Mazda RX4 Wag 21 6 160 110 3.9 2.9 17 0 1 4 4 Datsun 710 23 4 108 93 3.8 2.3 19 1 1 4 1 Hornet 4 Drive 21 6 258 110 3.1 3.2 19 1 0 3 1 Hor

R语言实战 - 高级数据管理(1)

1. 一个数据处理难题 a. 确定一个单一的成绩衡量指标 b. 前20%的学生评定为A,接下来20%评定为B,以此类推 c. 按字母顺序对学生排序 2. 数值和字符处理函数 数值函数(数学,统计,概率) 字符处理函数 2.1 数学函数 > abs(-4) [1] 4 > > sqrt(25) [1] 5 > > ceiling(3.475) [1] 4 > > floor(3.475) [1] 3 > > trunc(5.99) [1] 5 >

R入门&lt;三&gt;-R语言实战第4章基本数据管理摘要

入门书籍:R语言实战 进度:1-4章 摘要: 1)实用的包 forecast:用于做时间序列预测的,有auto.arima函数 RODBC:可以用来读取excel文件.但据说R对csv格式适应更加良好,相应的导入导出均较为方便(read.table, write等) reshape:目前用到rename函数,可以方便的对数据变量重命名 fCalendar:在日期输入处提及,据说对日期运算有奇效,但无具体示例.同理如lubridate sqldf:在数据选取处提及,可代替subset以及各种whe

《R语言实战》(中文完整版)pdf

下载地址:网盘下载 基本介绍 编辑 原作名: R in Action[2] 作者: Robert I. Kabacoff 译者: 高涛 / 肖楠 / 陈钢 出版社: 人民邮电出版社 出版年: 2013-1 页数: 388 定价: 79.00元 装帧: 平装 ISBN: 978-711-529-990-1 内容简介 编辑 数据时代已经到来,但数据分析.数据挖掘人才却十分短缺.由于"大数据"对每个领域的决定性影响,相对于经验和直觉,在商业.经济及其他领域中基于数据和分析去发现问题并作出科学

《R语言实战》学习笔记fourth

又拖了好久继续写R 语言的学习笔记了啊 这次到了基本数据管理了,众所周知数据准备是数据分析的最重要的前提 书本是从一个例子开始本章的内容的,例子是一个类似调查问卷的 然后把回答标为从1到5,再进行分析(这让我想到了自学SPSS 的时候啊) > manager <- c(1, 2, 3, 4, 5) > date <- c("10/24/08", "10/28/08", "10/1/08", "10/12/08&q

R语言实战(五)方差分析与功效分析

本文对应<R语言实战>第9章:方差分析:第10章:功效分析 ==================================================================== 方差分析: 回归分析是通过量化的预测变量来预测量化的响应变量,而解释变量里含有名义型或有序型因子变量时,我们关注的重点通常会从预测转向组别差异的分析,这种分析方法就是方差分析(ANOVA).因变量不只一个时,称为多元方差分析(MANOVA).有协变量时,称为协方差分析(ANCOVA)或多元协方差分析