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