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This is one of the functions I wrote for R programming Coursera assignment
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# R assignment 1 - Air Poluttion | |
corr <- function(directory, threshold = 0){ | |
# 'threshold' is a numeric vector of length 1 indicating the | |
# number of complete cases required to compute the correlation | |
setwd(paste("/Users/lucky1eva/Downloads/", directory, sep = '' )) | |
cr <- NULL | |
dlist <- complete(directory, 1:332) | |
oklist <- dlist[dlist[,2] >= threshold , 1] | |
if (length(oklist) != 0) { | |
for (i in 1:length(oklist)) { | |
if (oklist[i] < 10) { | |
idd[i] <- paste("00", oklist[i], sep = '') | |
} else if (oklist[i] >= 10 && oklist[i] < 100) { | |
idd[i] <- paste("0", oklist[i], sep = '') | |
} else { | |
idd[i] <- oklist[i] | |
} | |
} | |
} else { | |
return(cr <- vector(mode = "numeric", length = 0)) | |
} | |
# read tables and compute the vector of cr in each selected table | |
for (k in 1:length(idd)) { | |
myTable <- read.csv(paste(idd[k], ".csv", sep = ''), header = TRUE) | |
if (!any(complete.cases(myTable))) { | |
next | |
} else | |
{cr[k] <- cor(myTable[, 2], myTable[, 3], use = "complete.obs")} | |
} | |
return (cr) | |
} |
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