mirror of
https://github.com/jackyzha0/quartz.git
synced 2025-12-27 06:44:07 -06:00
72 lines
1.3 KiB
Markdown
72 lines
1.3 KiB
Markdown
# 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 |