A corner on convenient data analysis
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Many people are of the opinion that R has a corner on convenient data analysis. That may or may not be true.
But now R literally has a corner
that makes data analysis more convenient. If you have a data frame or a matrix with a few columns, then you can use head
and/or tail
to make sure that it looks as you expect. However, the result is unappetizing if there are hundreds or thousands of columns.
That is is where corner
comes in. It shows you the first or last few rows of the first or last few columns.
The mtcars
dataset can serve as an example even though it isn’t exactly a gigantic dataset.
By default the first 6 rows and first 6 columns are extracted:
> corner(mtcars) mpg cyl disp hp drat wt Mazda RX4 21.0 6 160 110 3.90 2.620 Mazda RX4 Wag 21.0 6 160 110 3.90 2.875 Datsun 710 22.8 4 108 93 3.85 2.320 Hornet 4 Drive 21.4 6 258 110 3.08 3.215 Hornet Sportabout 18.7 8 360 175 3.15 3.440 Valiant 18.1 6 225 105 2.76 3.460
The same thing is done with:
> corner(mtcars, 'tl') mpg cyl disp hp drat wt Mazda RX4 21.0 6 160 110 3.90 2.620 Mazda RX4 Wag 21.0 6 160 110 3.90 2.875 Datsun 710 22.8 4 108 93 3.85 2.320 Hornet 4 Drive 21.4 6 258 110 3.08 3.215 Hornet Sportabout 18.7 8 360 175 3.15 3.440 Valiant 18.1 6 225 105 2.76 3.460
The “t” stands for “top” and the “l” stands for “left”. You can get the last 6 rows and last 6 columns with:
> corner(mtcars, 'br') wt qsec vs am gear carb Porsche 914-2 2.140 16.7 0 1 5 2 Lotus Europa 1.513 16.9 1 1 5 2 Ford Pantera L 3.170 14.5 0 1 5 4 Ferrari Dino 2.770 15.5 0 1 5 6 Maserati Bora 3.570 14.6 0 1 5 8 Volvo 142E 2.780 18.6 1 1 4 2
As in “bottom right”.
Get the first 3 rows and the last 3 columns with:
> corner(mtcars, 'tr', n=3) am gear carb Mazda RX4 1 4 4 Mazda RX4 Wag 1 4 4 Datsun 710 1 4 1
Get the last 4 rows and the first 5 columns with:
> corner(mtcars, 'bl', n=c(4,5)) mpg cyl disp hp drat Ford Pantera L 15.8 8 351 264 4.22 Ferrari Dino 19.7 6 145 175 3.62 Maserati Bora 15.0 8 301 335 3.54 Volvo 142E 21.4 4 121 109 4.11
It works with higher dimensional arrays as well.
Getting it
Of course before you can use it, you have to have the package installed on your machine. Since the package is on CRAN, you only need to do:
install.packages("BurStMisc")
assuming you have an internet connection and there are no firewall issues.
In every R session that you want to use the package, you need to do:
require(BurStMisc)
The post A corner on convenient data analysis appeared first on Burns Statistics.
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