I have written a dataframe with 3 variables: x,y and z with the following characteristics:
1) The dataframe contains 10 sets of x and y variables drawn at random from a standard normal distribution. 2) Each set, denoted as z, has 10 observations of x, y pairs.
df1<-data.frame(x=rnorm(10),y=rnorm(10),z=1)
df2<-data.frame(x=rnorm(10),y=rnorm(10),z=2)
df3<-data.frame(x=rnorm(10),y=rnorm(10),z=3)
df4<-data.frame(x=rnorm(10),y=rnorm(10),z=4)
df5<-data.frame(x=rnorm(10),y=rnorm(10),z=5)
df6<-data.frame(x=rnorm(10),y=rnorm(10),z=6)
df7<-data.frame(x=rnorm(10),y=rnorm(10),z=7)
df8<-data.frame(x=rnorm(10),y=rnorm(10),z=8)
df9<-data.frame(x=rnorm(10),y=rnorm(10),z=9)
df10<-data.frame(x=rnorm(10),y=rnorm(10),z=10)
then I bind the rows in one dataframe
df<bind_rows(df1,df2,df3,df4,df5,df6,df7,df8,df9,df10)
I have tried to do this using the following for loop:
for (i in seq(1,10,1)) {
df<-data.frame(x="",y="",z="")
df<-rbind(data.frame(x=rnorm(10),y=rnorm(10),z=i))
}
but I am unable to make the z-index variable to increase each 10 rows and bind the data generated 10 times. The z variable remains constant and equal to 10
Is there anything I have to modify in the loop or other options to do this?
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