在R中,str()
对于显示对象的结构非常方便,例如lm()
和其他建模函数返回的列表列表,但它提供的输出太多。我正在寻找一些工具来创建一个简单的树形图,只显示列表元素的名称及其结构。
data(Prestige, package="car")
out <- lm(prestige ~ income+education+women, data=Prestige)
str(out, max.level=2)
#> List of 12
#> $ coefficients : Named num [1:4] -6.79433 0.00131 4.18664 -0.00891
#> ..- attr(*, "names")= chr [1:4] "(Intercept)" "income" "education" "women"
#> $ residuals : Named num [1:102] 4.58 -9.39 4.69 4.22 8.15 ...
#> ..- attr(*, "names")= chr [1:102] "gov.administrators" "general.managers" "accountants" "purchasing.officers" ...
#> $ effects : Named num [1:102] -472.99 -123.61 -92.61 -2.3 6.83 ...
#> ..- attr(*, "names")= chr [1:102] "(Intercept)" "income" "education" "women" ...
#> $ rank : int 4
#> $ fitted.values: Named num [1:102] 64.2 78.5 58.7 52.6 65.3 ...
#> ..- attr(*, "names")= chr [1:102] "gov.administrators" "general.managers" "accountants" "purchasing.officers" ...
#> $ assign : int [1:4] 0 1 2 3
#> $ qr :List of 5
#> ..$ qr : num [1:102, 1:4] -10.1 0.099 0.099 0.099 0.099 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. ..- attr(*, "assign")= int [1:4] 0 1 2 3
#> ..$ qraux: num [1:4] 1.1 1.44 1.06 1.06
#> ..$ pivot: int [1:4] 1 2 3 4
#> ..$ tol : num 1e-07
#> ..$ rank : int 4
#> ..- attr(*, "class")= chr "qr"
#> $ df.residual : int 98
...
我想得到这样的东西:
这类似于我从tree
获取文件系统中文件夹的内容:
C:\Dropbox\Documents\images>tree
Folder PATH listing
Volume serial number is 2250-8E6F
C:.
+---cartoons
+---chevaliers
+---icons
+---milestones
+---minard
+---minard-besancon
结果可以是图形字符,如tree
或实际图形,如上所示。有这样的东西吗?
答案 0 :(得分:1)
从str
输出中获取此信息的简单方法就是......
a <- capture.output(str(out, max.level=2))
a <- trimws(gsub("\\:.*", "", a[grepl("\\$", a)]))
cat(a, sep="\n")
$ coefficients
$ residuals
$ effects
$ rank
$ fitted.values
$ assign
$ qr
..$ qr
..$ qraux
..$ pivot
..$ tol
..$ rank
$ df.residual
$ xlevels
$ call
$ terms
$ model
..$ prestige
..$ income
..$ education
..$ women