1.3 KiB
L5 Stata: Advanced
Covid data:
Histogram
Hist total_deaths_per_million if date=="2021-09-08"
Scatter
Scatter total_deaths_per_million gdp
Regress
regress new_deaths_per_million people_vaccinated_per_hundred if date=="2021-09-08"
Predict
predict predictable_new_deaths if date=="2021-09-08"
predict excess_new_deaths if date=="2021-09-08", resid
Twoway graphs
graph twoway (scatter new_deaths_per_million people_vaccinated_per_hundred) (line predictable_new_deaths people_vaccinated_per_hundred) if date=="2021-09-08"
twoway scatter new_deaths_per_million people_vaccinated_per_hundred|| line predictable_new_deaths people_vaccinated_per_hundred
Collapse
gen US=1 if location=="United States"
gen US_newdeaths_percap = us*new_deaths_per_million
collapse (mean) new_cases_per_million new_deaths_per_million new_vaccinations_smoothed_per_mi[fweight=population], by(date)
Variable types
help datatypes
destring date, gen(date2)
generate int numdate = date(date,"YMD",2021)
Graphs
twoway line us_new_deaths_percap numdate|| line new_deaths_per_million numdate
twoway line new_deaths_per_million numdate|| line new_cases_per_million numdate
graph save filename.gph, replace
Time Series
tsset numdate
gen rising = new_deaths_per_million> new_deaths_per_million
Log files
log using filename.og, replace
log close
Review stata commands