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169 lines
5.2 KiB
Plaintext
169 lines
5.2 KiB
Plaintext
*!Version 1.1
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*!Data management utility: check for existence of variables in a dataset.
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*!Authors: Amadou Bassirou DIALLO (World Bank) and Jean-Benoit Hardouin (Regional Health Observatory of Orléans)
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program checkfor2 , rclass
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version 8
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syntax anything [if] [in] [, noList Tolerance(real 0) TAble noSUm GENMiss(namelist min=1 max=1) MISsing(string)]
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marksample touse
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tempname rat
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local av
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local unav
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local manymissings
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local avnum
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quietly count if `touse'
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local tot = r(N)
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qui isvar `anything'
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local badlist `r(badlist)'
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local varlist `r(varlist)'
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di _n
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if "`table'"!="" {
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if "`badlist'"!="" {
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di _col(4) in green "{hline 39}"
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di _col(4)in green "Unavailable variables: "
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foreach i of local badlist {
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di _col(4) in ye "`i'"
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}
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di _col(4) in green "{hline 39}"
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di
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}
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di _col(4) in green "{hline 39}"
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display _col(4) in gr "Existing" _col(15) in gr "Rate of"
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display _col(4) in gr "Variable" _col(14) "missings" _col(26) "Type" _col(34) "Available"
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di _col(4) in green "{hline 39}"
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}
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tokenize `varlist'
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local nbvar : word count `varlist'
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forvalues i=1/`nbvar' {
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capture assert missing(``i'') if `touse'
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local ty: type ``i''
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local tty = substr("`ty'", 1, 3)
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if !_rc {
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if "`table'"=="" {
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display in ye "``i''" in gr " is empty in the database." in ye " ``i''" in gr " is not added to the available list."
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}
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else {
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display _col(4) in gr "`=abbrev("``i''",8)'" _col(15) in ye "100.00%" _col(26) "`ty'"
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}
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local manymissings `manymissings' ``i''
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}
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else {
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if "`table'"=="" {
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display in ye "``i''" in gr " exists and is not empty."
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}
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*Consider type
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if "`tty'" == "str" {
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qui count if (``i'' == ""|``i''=="`missing'") & `touse'
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local num = r(N)
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scalar `rat' = (`num'/`tot')*100
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}
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else {
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local avnum `avnum' ``i''
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capture confirm number `missing'
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if _rc!=0 {
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quietly count if ``i'' >= . & `touse'
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}
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else {
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quietly count if (``i'' >= .|``i''==`missing') & `touse'
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}
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local num = r(N)
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scalar `rat' = (`num'/`tot')*100
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}
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if "`table'"=="" {
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display in ye "``i''" in gr " has " in ye r(N) in gr " missings."
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display in gr "Ratio number of missings of" in ye " ``i''" in gr " to total number of observations: " in ye %6.2f `rat' "%"
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}
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if `rat' <= `tolerance' {
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local av `av' ``i''
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if "`table'"=="" {
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display in ye "``i''" in gr " is added to the available list."
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}
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else {
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display _col(4) in gr "`=abbrev("``i''",8)'" in ye _col(15) %6.2f `rat' "%" _col(26) "`ty'" _col(34) "X"
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}
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}
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else {
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local manymissings `manymissings' ``i''
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if "`table'"=="" {
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display in ye "``i''" in gr " has too many missings, compared to the tolerance level."
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display in ye "``i''" in gr " is not added to the available list."
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}
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else {
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display _col(4) in gr "`=abbrev("``i''",8)'" _col(15) in ye %6.2f `rat' "%" _col(26) "`ty'"
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}
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}
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}
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if "`table'"=="" {
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di
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}
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}
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if "`table'"!="" {
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di _col(4) in green "{hline 39}"
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}
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return local available `av'
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return local unavailable `badlist'
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return local manymissings `manymissings'
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if "`avnum'" ~= ""&"`sum'"=="" {
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display _newline
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display in ye _col(14) "Unweighted summary statistics for available variables:" _n
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capture confirm number `missing'
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if _rc!=0 {
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summarize `avnum' if `touse'
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}
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else {
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foreach i of local avnum {
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summarize `i' if `touse'&`i'!=`missing'
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}
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}
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}
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if "`list'"== "" {
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display _newline
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display in ye _d(97) "_"
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display _newline
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if "`badlist'"~="" {
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display in gr "Unavailable variables: " in ye _col(45) "`badlist'" _n
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}
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if "`av'"~="" {
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display in gr "Available variables: " in ye _col(45) "`av'" _n
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}
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if "`manymissings'"~="" {
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display in gr "Available variables but with too missings: " in ye _col(45) "`manymissings'" _n
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}
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display in ye _d(97) "_"
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}
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if "`genmiss'" !="" {
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capture confirm variable `genmiss'
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if _rc!=0 {
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qui gen `genmiss' = 0
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local nbav : word count `av'
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tokenize `av'
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forvalues i=1/`nbav' {
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local ty: type ``i''
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local tty = substr("`ty'", 1, 3)
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if "`tty'" == "str" {
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qui replace `genmiss'=`genmiss'+1 if ``i''=="."
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}
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else {
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qui replace `genmiss'=`genmiss'+1 if ``i''>=.
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}
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}
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}
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else {
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di in green "The variable" in ye " `genmiss' " in green "already exists".
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}
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}
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end
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