How to get a .csv file into R?
You mention that you will call on each vertical column so that you can perform calculations. I assume that you just want to examine each single variable. This can be done through the following.
df <- read.csv("myRandomFile.csv", header=TRUE)
df$ID
df$GRADES
df$GPA
Might be helpful just to assign the data to a variable.
var3 <- df$GPA
Importing data from csv File to R
I was using a work PC, and the files were encrypted - which was the reason why importing data into R was not working. I bypassed it by copying data into a text document.
Thanks everyone!
How to import most recent csv file into RStudio
You can use which.max
to get the index of the most current date and use that to retrieve the filename from the filenames
vector
rawfile <- read.csv(file=filenames[which.max(betterdates), header=TRUE, sep=",")
How to import multiple .csv files from folder into R and select columns?
You may try this approach -
#column names
cols <- c('col1', 'col5', 'col6', ...)
#Or column numbers
#cols <- c(1, 5, 6, ...)
library(dplyr)
library(purrr)
all_files <- list.files('/csv/folder', pattern = '\\.csv$', full.names = TRUE)
result <- map_df(all_files,
~.x %>% readr::read_csv() %>% select(cols), .id = 'filenum')
result
In result
, I have also created an additional column called filenum
which will indicate the file number from where the row is originating.
Importing csv file into R - numeric values read as characters
Whatever algebra you are doing in Excel to create the new column could probably be done more effectively in R.
Please try the following: Read the raw file (before any excel manipulation) into R using read.csv(... stringsAsFactors=FALSE)
. [If that does not work, please take a look at ?read.table
(which read.csv
wraps), however there may be some other underlying issue].
For example:
delim = "," # or is it "\t" ?
dec = "." # or is it "," ?
myDataFrame <- read.csv("path/to/file.csv", header=TRUE, sep=delim, dec=dec, stringsAsFactors=FALSE)
Then, let's say your numeric columns is column 4
myDataFrame[, 4] <- as.numeric(myDataFrame[, 4]) # you can also refer to the column by "itsName"
Lastly, if you need any help with accomplishing in R the same tasks that you've done in Excel, there are plenty of folks here who would be happy to help you out
How to add a new line in multiple existing csv files using R?
If you really want to use R
for this task, you could use
my_path <- "."
my_csv_list <- list.files(path = my_path, pattern = ".csv$")
blank <- ""
for (file in my_csv_list) {
write.table(blank, file = file, sep = ";",
append = TRUE, quote = FALSE,
col.names = FALSE, row.names = FALSE)
}
or instead of a for
-loop
sapply(my_csv_list,
function(file)
write.table(blank, file = file, sep = ";",
append = TRUE, quote = FALSE,
col.names = FALSE, row.names = FALSE))
Just set my_path
to the path containing your .csv
-files. file.path
could be useful for this.
How do I import a CSV file in R?
You would use the read.csv
function; for example:
dat = read.csv("spam.csv", header = TRUE)
You can also reference this tutorial for more details.
Note: make sure the .csv
file to read is in your working directory (using getwd()
) or specify the right path to file. If you want, you can set the current directory using setwd
.
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