| /* 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 | |
| } | |