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/* Prep Master Data Files.do */
clear all
cd ".."
foreach level in "User" "UserAppDay" {
import delimited "data/external/intermediate/PrepAnalysis`level'.csv", varname(1) clear stringcols(_all) case(preserve)
*recode NA's and destring numerical values
foreach var of varlist _all{
display "`var'"
label variable `var' "`=`var'[1]'"
replace `var'="" if _n==1
replace `var' = strrtrim(`var')
replace `var'="" if `var' =="nan"
destring `var', replace
}
* A few important manual recodes:
tostring AppCode, replace
* Encode Categorical Variables
foreach var of varlist _all {
capture confirm variable `var'_str
if !_rc {
capture assert `var' == int(`var')
if _rc {
replace `var'=`var'*100
}
display "label `var'"
labmask `var', values(`var'_str)
order `var', after(`var'_str)
drop `var'_str
}
}
* DROP OUTCOME VARIABLE ENCODING FOR NOW
keep if AppCode != ""
saveold "data/external/final/Analysis`level'.dta", replace
}
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