mirror of
https://github.com/agdamsbo/REDCapCAST.git
synced 2024-11-25 22:31:54 +01:00
79 lines
4.2 KiB
R
79 lines
4.2 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=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=c("0","1"))
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data$color_available___green.factor = factor(data$color_available___green,levels=c("0","1"))
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data$color_available___blue.factor = factor(data$color_available___blue,levels=c("0","1"))
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data$color_available___black.factor = factor(data$color_available___black,levels=c("0","1"))
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data$motor_trend_cars_complete.factor = factor(data$motor_trend_cars_complete,levels=c("0","1","2"))
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data$letter_group___a.factor = factor(data$letter_group___a,levels=c("0","1"))
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data$letter_group___b.factor = factor(data$letter_group___b,levels=c("0","1"))
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data$letter_group___c.factor = factor(data$letter_group___c,levels=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=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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