[R] Compute RowMeans from mulple files
Peter Tuju
peterenos at ymail.com
Sun Aug 23 19:01:40 CEST 2015
Dear R users, I have fifty two (52) text files with the same dimensions (ie 31 by 13). Three sample of such data files are attached. I want to compute the rowMeans for each separate file for;(i) all the months
(ii) For January and February
(iii) For March, April and May
(iv) For June, July and august
(v) For October, November and December
(vi) Plot the single mass curve for each file and season ie. plot(Year, cumsum(rowMeans([])))
(vii) Plot Time series graphs for each file and per each season.
The code I was trying to use is given below, and I investigated it and find that it does just for one only one file.How can I loop through all files?
I kindly need your help.
Thanks in advance!!
rm(list = ls())
setwd("/run/media/nwp-tma/+255767090047/analysis/R/R_sessions/R_sessions_prec/Rain_stn_data")# Import text filesprec_files <- list.files(pattern="*.txt")# Reading my files
prec_files <- list.files(pattern = ".txt")
for (i in 1:length(prec_files)){
prec_data = read.delim(prec_files[i], sep="\t",
header = TRUE) }
#prec_data <- as.numeric(prec_data[, 2:13])
# All years assignments
all_yr <- prec_data[, 2:13]
# Season assignment
jf <- prec_data[, 2:3]
mam <- prec_data[, 4:6]
jja <- prec_data[, 7:9]
ond <- prec_data[, 11:13]
jf_means <- apply(jf, 1, mean)
mam_means <- apply(mam, 1, mean)
jja_means <- apply(jja, 1, mean)
ond_means <-apply(ond, 1, mean)
yr_mean <- apply(all_yr, 1, mean)
_____________
Peter E. Tuju
Dar es Salaam
T A N Z A N I A
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