mirror of
https://github.com/agdamsbo/REDCapCAST.git
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89 lines
4.8 KiB
R
89 lines
4.8 KiB
R
REDCap_process_csv <- function(data) {
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#Load Hmisc library
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if (!requireNamespace("Hmisc", quietly = TRUE)) {
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stop("This test requires the 'Hmisc' package")
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}
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Hmisc::label(data$row) = "Name"
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Hmisc::label(data$redcap_repeat_instrument) = "Repeat Instrument"
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Hmisc::label(data$redcap_repeat_instance) = "Repeat Instance"
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Hmisc::label(data$mpg) = "Miles/(US) gallon"
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Hmisc::label(data$cyl) = "Number of cylinders"
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Hmisc::label(data$disp) = "Displacement"
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Hmisc::label(data$hp) = "Gross horsepower"
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Hmisc::label(data$drat) = "Rear axle ratio"
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Hmisc::label(data$wt) = "Weight"
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Hmisc::label(data$qsec) = "1/4 mile time"
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Hmisc::label(data$vs) = "V engine?"
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Hmisc::label(data$am) = "Transmission"
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Hmisc::label(data$gear) = "Number of forward gears"
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Hmisc::label(data$carb) = "Number of carburetors"
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Hmisc::label(data$color_available___red) = "Colors Available (choice=Red)"
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Hmisc::label(data$color_available___green) = "Colors Available (choice=Green)"
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Hmisc::label(data$color_available___blue) = "Colors Available (choice=Blue)"
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Hmisc::label(data$color_available___black) = "Colors Available (choice=Black)"
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Hmisc::label(data$motor_trend_cars_complete) = "Complete?"
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Hmisc::label(data$letter_group___a) = "Which group? (choice=A)"
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Hmisc::label(data$letter_group___b) = "Which group? (choice=B)"
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Hmisc::label(data$letter_group___c) = "Which group? (choice=C)"
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Hmisc::label(data$choice) = "Choose one"
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Hmisc::label(data$grouping_complete) = "Complete?"
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Hmisc::label(data$price) = "Sale price"
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Hmisc::label(data$color) = "Color"
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Hmisc::label(data$customer) = "Customer Name"
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Hmisc::label(data$sale_complete) = "Complete?"
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#Setting Units
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#Setting Factors(will create new variable for factors)
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data$redcap_repeat_instrument.factor = factor(data$redcap_repeat_instrument, levels =
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c("sale"))
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data$cyl.factor = factor(data$cyl, levels = c("3", "4", "5", "6", "7", "8"))
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data$vs.factor = factor(data$vs, levels = c("1", "0"))
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data$am.factor = factor(data$am, levels = c("0", "1"))
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data$gear.factor = factor(data$gear, levels = c("3", "4", "5"))
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data$carb.factor = factor(data$carb, levels = c("1", "2", "3", "4", "5", "6", "7", "8"))
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data$color_available___red.factor = factor(data$color_available___red, levels =
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c("0", "1"))
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data$color_available___green.factor = factor(data$color_available___green, levels =
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c("0", "1"))
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data$color_available___blue.factor = factor(data$color_available___blue, levels =
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c("0", "1"))
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data$color_available___black.factor = factor(data$color_available___black, levels =
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c("0", "1"))
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data$motor_trend_cars_complete.factor = factor(data$motor_trend_cars_complete, levels =
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c("0", "1", "2"))
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data$letter_group___a.factor = factor(data$letter_group___a, levels =
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c("0", "1"))
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data$letter_group___b.factor = factor(data$letter_group___b, levels =
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c("0", "1"))
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data$letter_group___c.factor = factor(data$letter_group___c, levels =
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c("0", "1"))
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data$choice.factor = factor(data$choice, levels = c("choice1", "choice2"))
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data$grouping_complete.factor = factor(data$grouping_complete, levels =
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c("0", "1", "2"))
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data$color.factor = factor(data$color, levels = c("1", "2", "3", "4"))
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data$sale_complete.factor = factor(data$sale_complete, levels = c("0", "1", "2"))
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levels(data$redcap_repeat_instrument.factor) = c("Sale")
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levels(data$cyl.factor) = c("3", "4", "5", "6", "7", "8")
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levels(data$vs.factor) = c("Yes", "No")
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levels(data$am.factor) = c("Automatic", "Manual")
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levels(data$gear.factor) = c("3", "4", "5")
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levels(data$carb.factor) = c("1", "2", "3", "4", "5", "6", "7", "8")
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levels(data$color_available___red.factor) = c("Unchecked", "Checked")
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levels(data$color_available___green.factor) = c("Unchecked", "Checked")
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levels(data$color_available___blue.factor) = c("Unchecked", "Checked")
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levels(data$color_available___black.factor) = c("Unchecked", "Checked")
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levels(data$motor_trend_cars_complete.factor) = c("Incomplete", "Unverified", "Complete")
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levels(data$letter_group___a.factor) = c("Unchecked", "Checked")
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levels(data$letter_group___b.factor) = c("Unchecked", "Checked")
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levels(data$letter_group___c.factor) = c("Unchecked", "Checked")
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levels(data$choice.factor) = c("Choice 1", "Choice 2")
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levels(data$grouping_complete.factor) = c("Incomplete", "Unverified", "Complete")
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levels(data$color.factor) = c("red", "green", "blue", "black")
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levels(data$sale_complete.factor) = c("Incomplete", "Unverified", "Complete")
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data
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}
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