Hi everyone,
I have the following dataset. Where I have created a new variable called quarter. I would like to sum together my Sales_Total for each City_Village by quarter. Then drop the month, year and date variables. My original dataset has sales values by month.
City_ID | Reporting_YEAR | Reporting_MONTH | City_Village | Sales_Total | date | quarter |
1 | 2018 | 10 | A | 155 | 21458 | 2018Q4 |
1 | 2018 | 11 | A | 134 | 21489 | 2018Q4 |
1 | 2018 | 12 | A | 141 | 21519 | 2018Q4 |
1 | 2019 | 1 | A | 153 | 21550 | 2019Q1 |
1 | 2019 | 2 | A | 134 | 21581 | 2019Q1 |
1 | 2019 | 3 | A | 145 | 21609 | 2019Q1 |
2 | 2018 | 10 | B | 155 | 21458 | 2018Q4 |
2 | 2018 | 11 | B | 134 | 21489 | 2018Q4 |
2 | 2018 | 12 | B | 141 | 21519 | 2018Q4 |
2 | 2019 | 1 | B | 153 | 21550 | 2019Q1 |
2 | 2019 | 2 | B | 134 | 21581 | 2019Q1 |
2 | 2019 | 3 | B | 147 | 21609 | 2019Q1 |
Below is the dataset I would like based on the sample dataset above. (my actual dataset has a lot more towns)
City_ID | City_Village | Sales_Total | quarter |
1 | A | 430 | 2018Q4 |
1 | A | 432 | 2019Q1 |
2 | B | 430 | 2018Q4 |
2 | B | 434 | 2019Q1 |
Any suggestions for how to start the code to get the final dataset would be greatly appreciated.
Thank you,
Maliha
This is very simple using PROC SUMMARY.
proc summary data=have nway;
class city_village quarter;
var sales_total;
output out=want sum=;
run;
In fact, you don't need to create the variable QUARTER.
proc summary data=have nway;
class city_village date;
var sales_total;
format date yyq7.;
output out=want sum=;
run;
This is very simple using PROC SUMMARY.
proc summary data=have nway;
class city_village quarter;
var sales_total;
output out=want sum=;
run;
In fact, you don't need to create the variable QUARTER.
proc summary data=have nway;
class city_village date;
var sales_total;
format date yyq7.;
output out=want sum=;
run;
When you have actual SAS date values often you do not need to create variables such as your Quarter as just applying the correct format in a reporting or analysis procedure will group the records as needed.
Since you didn't actually provide code to make a data set this is my take:
Proc summary data=have nway; class city_Id city_village date; format date yyQ6. ; var sales_total; output out=want (drop= _type_ _freq_) sum=; run;
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