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Provide frequencies and proportions typically for a data frame containing multiple varies using the same numeric response format (e.g., 1 to 5 likert)
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freqtable <- function(X) { | |
# X: data.frame of typically survey items | |
# Code assumes that all items are numeric (i.e., 1 to 5, rather than text labels) | |
unique_values <- unique(unlist(sapply(X, unique))) | |
su <- sort(unique_values) | |
freq <- t(sapply(X, function(Z) table(factor(Z, su)))) | |
prop <- t(sapply(X, function(Z) prop.table(table(factor(Z, su))))) | |
list(freq = freq, prop = prop) | |
} | |
# example | |
# library(psych) | |
# data(bfi) | |
# freqtable(bfi[,1:25]) | |
# Produces something like | |
# $freq | |
# 1 2 3 4 5 6 | |
# A1 922 818 402 337 223 82 | |
# A2 47 126 151 553 1023 873 | |
# A3 90 172 207 564 986 755 | |
# A4 129 215 185 451 654 1147 | |
# A5 59 186 254 617 973 695 | |
# C1 73 161 275 655 1018 597 | |
# C2 89 236 296 643 962 550 |
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