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How to check whether a data frame exists or not in R?
Sometimes we keep writing codes in the programming console and suddenly we need to use something that was used in the upper side of programming console then recalling it becomes a little ambiguous if we forget about it. In this case, we might want to check whether something exists or not and that something could be a data frame in R programming. For this purpose, we can use the below syntax −
Syntax
exists("data_frame_name")&&is.data.frame(get("data_frame_name "))
Consider the below data frame −
Example
set.seed(101) x1<-rnorm(20,1,0.5) x2<-rnorm(20,1,0.25) df1<-data.frame(x1,x2) df1
Output
x1 x2 1 0.83698175 0.9590611 2 1.27623093 1.1771305 3 0.66252808 0.9330049 4 1.10717973 0.6340196 5 1.15538461 1.1861090 6 1.58698314 0.6474025 7 1.30939493 1.1167669 8 0.94363284 0.9701700 9 1.45851414 1.1168097 10 0.88837032 1.1245339 11 1.26322405 1.2237343 12 0.60257778 1.0697880 13 1.71387777 1.2519664 14 0.26659015 0.4817234 15 0.88165831 1.2974633 16 0.90333102 0.8189064 17 0.57512263 1.0419959 18 1.02923275 1.2300838 19 0.59116482 0.5820988 20 -0.02515391 1.1121173
exists("df1")&&is.data.frame(get("df1")) [1] TRUE
Let’s have a look at another example −
Example
y1<-rpois(20,1) y2<-rpois(20,5) y3<-rpois(20,2) y4<-rpois(20,8) df2<-data.frame(y1,y2,y3,y4) df2
Output
y1 y2 y3 y4 1 2 2 2 11 2 0 4 1 8 3 1 1 1 9 4 0 2 2 4 5 2 8 0 8 6 2 6 3 4 7 0 5 2 11 8 0 5 3 11 9 0 5 5 9 10 2 5 1 7 11 3 4 2 9 12 0 5 0 8 13 0 6 4 13 14 2 5 2 8 15 1 3 1 9 16 0 3 1 10 17 0 6 1 7 18 1 3 3 9 19 0 8 0 5 20 1 4 2 9
exists("df2")&&is.data.frame(get("df2")) [1] TRUE
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