I'm working on a research paper in which I'm examining the relationship between sea surface temperature and lobster landings in the Gulf of Maine from 2000 - 2021. I've isolated three regions of ocean off the coast of Maine and designated them areas 1, 2, and 3, as seen below. I then found the average temperature by year for each separate region.
replace area = 1 if (lat>40 & lat<45) & (lon<-69.2 & lon>-71)
replace area = 2 if (lat>40 & lat<45) & (lon<-68.25 & lon>-69.2)
replace area = 3 if (lat>40 & lat<45) & (lon<-67 & lon>-68.25)
keep if (area==1) | (area==2) | (area==3)
bys year: egen mean_temp1 = mean(v) if (area==1)
bys year: egen mean_temp2 = mean(v) if (area==2)
bys year: egen mean_temp3 = mean(v) if (area==3)
My data appears in Stata as seen below.
Year month lat lon v(temp) area mean_temp1 mean_temp2 mean_temp3
2003 1 40.5 -70.5 9.07 1 11.03568
2003 1 40.5 -69.5 7.32 1 11.03568
2003 1 40.5 -68.5 9.94 2 10.59574
2003 1 40.5 -67.5 10.67 3 10.34583
2003 1 41.5 -70.5 5.28 1 11.03568
2003 1 41.5 -69.5 6.89 1 11.03568
Now, I'm attempting to import county level landings data to find a correlation between sea surface temperature and landings from year to year. I'm examining 7 counties (Cumberland, Hancock, Knox, Lincoln, Sagadahoc, Washington, and York). Due to my limited experience in Stata, I'm having two issues:
1.What's the best way to import the county data? I have each county's data in a separate CSV file within which the data is presented as seen below (2000-2021). How can I import the data so that the landings (pounds/value) is arranged next to the years already in my dataset (to make for smooth regressions)?
Year | Pounds | Value |
2000 | 9,519,281 | $30,514,219 |
2001 | 6,520,260 | $19,803,951 |
2002 | 9,591,508 | $31,220,418 |
2003 | 5,595,642 | $20,519,959 |
2004 | 9,255,280 | $36,591,790 |
Apologies if this was a confusing explanation of my questions-- I have limited experience doing research in Stata and any advice is appreciated. Happy to answer any clarifying questions. Thank you.
0 Response to Importing and Assigning Data By Year
Post a Comment