This R function allows sampling of a dataframe. This is helpful when writing a script which will be used against a large dataframe, however, writing the script is iterative. Sampling allows the overall reduction in time of testing iterations, without losing the validity of realistic results.
options(java.parameters = "-Xmx14336m") ## memory set to 14 GB
library("sqldf")
library("XLConnect")
library("tcltk")
df <- readWorksheetFromFile("Data_X.xlsx", sheet = 1, startRow = 1)
sampleVector <- sample(1:nrow(df), 30000)
df2 <- df[sampleVector,]
write.csv(df2, file="Sample of Data_X (30000).csv", na="")
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