I want you translate this stata code to julia code:

clear

$*$ Read CPS data file

use "weekly.dta", clear

$//$ List all variables

ds

$//$ Rename variables by removing $"\_$XRND$"$ suffix

foreach var of varlist STATUS$\_$WK$\_$NUM$0000\_$XRND $-$ STATUS$\_$WK$\_$NUM$2296\_$XRND $\{$

local newname : subinstr local var $"\_$XRND$""",$ all

rename $`$var$\text{'}`$newname$\text{'}$

$\}$

$//$ Confirm that variable names have been changed

ds

$//$ List all variables

ds

$//$ Rename variables by removing $"\_$XRND$"$ suffix

foreach var of varlist STATUS$\_$WK$\_$NUM$0000-$ STATUS$\_$WK$\_$NUM$2296\{$

local newname : subinstr local var "NUM" $"",$ all

rename $`$var$\text{'}`$newname$\text{'}$

$\}$

$//$ Confirm that variable names have been changed

ds

$//$rename

forval i $=0/2296\{$

local oldvar STATUS$\_$WK$\_`=$string$(`$i$\text{'},"\%04\mathrm{.}0$f$")\text{'}$

local newvar STATUS$\_$WK$\_`$i$\text{'}$

rename $(`$oldvar$\text{'})(`$newvar$\text{'})$

$\}$

$//$ Reshape the data from wide to long format

$//$reshape long STATUS$\_$WK$\_,$ i$($CASEID$\_1979)$ j$($Week$)$

$*$ Sort data by household ID$,$ year, and month

sort CASEID$\_1979$ date

$*$ Identify the panel and time variables using tsset

tsset CASEID$\_1979$ date

$*$ Create a lagged variable for employment status within each household

by CASEID$\_1979$: gen STATUS$\_$WK$\_$LAG $=$ STATUS$\_$WK$[\_$n$-1]$ if $\_$n $>1$

egen sum$\_$weight$\_$lag$\_$emp $=$ total$($weight$)$ if $($STATUS$\_$WK$\_$LAG $>=100$ & STATUS$\_$WK$\_$LAG $<=2915)|$ STATUS$\_$WK$\_$LAG $==3|$ STATUS$\_$WK$\_$LAG $==7,$ by$($Week$)$

egen sum$\_$weight$\_$lag$\_$unemp $=$ total$($weight$)$ if STATUS$\_$WK$\_$LAG $==2|$ STATUS$\_$WK$\_$LAG $==4,$ by$($Week$)$

egen sum$\_$weight$\_$lag$\_$inac $=$ total$($weight$)$ if STATUS$\_$WK$\_$LAG $==5,$ by$($Week$)$

$*$ Create transition variables

gen emp$\_$to$\_$unemp $=(($STATUS$\_$WK$\_$LAG $>=100$ & STATUS$\_$WK$\_$LAG $<=2915)|$ STATUS$\_$WK$\_$LAG $==3|$ STATUS$\_$WK$\_$LAG $==7)$ & $($STATUS$\_$WK $==2|$ STATUS$\_$WK $==4)$

gen unemp$\_$to$\_$emp $=($STATUS$\_$WK$\_$LAG $==2|$ STATUS$\_$WK$\_$LAG $==4)$ & $(($STATUS$\_$WK $>=100$ & STATUS$\_$WK $<=2915)|$ STATUS$\_$WK $==3|$ STATUS$\_$WK $==7)$

gen emp$\_$to$\_$inac $=(($STATUS$\_$WK$\_$LAG $>=100$ & STATUS$\_$WK$\_$LAG $<=2915)|$ STATUS$\_$WK$\_$LAG $==3|$ STATUS$\_$WK$\_$LAG $==7)$ & $($STATUS$\_$WK $==5)$

gen inac$\_$to$\_$emp $=($STATUS$\_$WK$\_$LAG $==5)$ & $(($STATUS$\_$WK $>=100$ & STATUS$\_$WK $<=2915)|$ STATUS$\_$WK $==3|$ STATUS$\_$WK $==7)$

gen unemp$\_$to$\_$inac $=($STATUS$\_$WK$\_$LAG $==2|$ STATUS$\_$WK$\_$LAG $==4)$ & $($STATUS$\_$WK $==5)$

gen inac$\_$to$\_$unemp $=($STATUS$\_$WK$\_$LAG $==5)$ & $($STATUS$\_$WK $==2|$ STATUS$\_$WK $==4)$

$*$ Calculate sum of weights for transitions by Week

egen sum$\_$weight$\_$emp$\_$to$\_$unemp $=$ total$($weight $*$ emp$\_$to$\_$unemp$),$ by$($Week$)$

egen sum$\_$weight$\_$unemp$\_$to$\_$emp $=$ total$($weight $*$ unemp$\_$to$\_$emp$),$ by$($Week$)$

egen sum$\_$weight$\_$emp$\_$to$\_$inac $=$ total$($weight $*$ emp$\_$to$\_$inac$),$ by$($Week$)$

egen sum$\_$weight$\_$inac$\_$to$\_$emp $=$ total$($weight $*$ inac$\_$to$\_$emp$),$ by$($Week$)$

egen sum$\_$weight$\_$unemp$\_$to$\_$inac $=$ total$($weight $*$ unemp$\_$to$\_$inac$),$ by$($Week$)$

egen sum$\_$weight$\_$inac$\_$to$\_$unemp $=$ total$($weight $*$ inac$\_$to$\_$unemp$),$ by$($Week$)$

$*$ Calculate transition rates with weights

gen tr$\_$emp$\_$to$\_$unemp $=-$ ln$(1-($sum$\_$weight$\_$emp$\_$to$\_$unemp $/$ sum$\_$weight$\_$lag$\_$emp$))$

gen tr$\_$unemp$\_$to$\_$emp $=-$ ln$(1-($sum$\_$weight$\_$unemp$\_$to$\_$emp $/$ sum$\_$weight$\_$lag$\_$unemp$))$

gen tr$\_$emp$\_$to$\_$inac $=-$ ln$(1-($sum$\_$weight$\_$emp$\_$to$\_$inac $/$ sum$\_$weight$\_$lag$\_$emp$))$

gen tr$\_$inac$\_$to$\_$emp $=-$ ln$(1-($sum$\_$weight$\_$inac$\_$to$\_$emp $/$ sum$\_$weight$\_$lag$\_$inac$))$

gen tr$\_$unemp$\_$to$\_$inac $=-$ ln$(1-($sum$\_$weight$\_$unemp$\_$to$\_$inac $/$ sum$\_$weight$\_$lag$\_$unemp$))$

gen tr$\_$inac$\_$to$\_$unemp $=-$ ln$(1-($sum$\_$weight$\_$inac$\_$to$\_$unemp $/$ sum$\_$weight$\_$lag$\_$inac$))$

local path $"$D:$\backslash$Sepahsalari$\backslash$Weekly$\backslash "$

$*$ Plot Transition Rate: Employment to Unemployment

tsline tr$\_$emp$\_$to$\_$unemp$\_$quarter$\_$mean, $///$

title$("$Transition Rate: Employment to Unemployment"$)///$

xtitle$("$Year$")$ ytitle$("$Mean Transition Rate"$)///$

legend$($off$)$

$*$ Save the plot

graph export $"`$path$\text{'}$tr$\_$emp$\_$to$\_$unemp$\_$quarterly.png$",$ replace

$*$ Plot Transition Rate: Unemployment to Employment

tsline tr$\_$unemp$\_$to$\_$emp$\_$quarter$\_$mean, $///$

title$("$Transition Rate: Unemployment to Employment"$)///$

xtitle$("$Year$")$ ytitle$("$Mean Transition Rate"$)///$

legend$($off$)$

$*$ Save the plot

graph export $"`$path$\text{'}$tr$\_$unemp$\_$to$\_$emp$\_$quarterly.png$",$ replace

$*$ Plot Transition Rate: Employment to Inactivity

tsline tr$\_$emp$\_$to$\_$inac$\_$quarter$\_$mean, $///$

title$("$Transition Rate: Employment to Inactivity"$)///$

xtitle$("$Year$")$ ytitle$("$Mean Transition Rate"$)///$

legend$($off$)$

$*$ Save the plot

graph export $"`$path$\text{'}$tr$\_$emp$\_$to$\_$inac$\_$quarterly.png$",$ replace

$*$ Plot Transition Rate: Inactivity to Employment

tsline tr$\_$inac$\_$to$\_$emp$\_$quarter$\_$mean, $///$

title$("$Transition Rate: Inactivity to Employment"$)///$

xtitle$("$Year$")$ ytitle$("$Mean Transition Rate"$)///$

legend$($off$)$

$*$ Save the plot

graph export $"`$path$\text{'}$tr$\_$inac$\_$to$\_$emp$\_$quarterly.png$",$ replace

$*$ Plot Transition Rate: Unemployment to Inactivity

tsline tr$\_$unemp$\_$to$\_$inac$\_$quarter$\_$mean, $///$

title$("$Transition Rate: Unemployment to Inactivity"$)///$

xtitle$("$Year$")$ ytitle$("$Mean Transition Rate"$)///$

legend$($off$)$

$*$ Save the plot

graph export $"`$path$\text{'}$tr$\_$unemp$\_$to$\_$inac$\_$quarterly.png$",$ replace

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