I am looking to calculate cumulative totals by jurisdiction from the first day they had an observation to present (let's assume today is 04/01/2020), but each jurisdiction doesn't always have new observations each day. The cumulative counts are working, but I need to have the missing dates in my table as well, retaining the cumulative total from the last day there were observations.
Original Data
DtCreated | Jurisdiction | CntLocalID |
3/24/2020 | COUNTYA | 1 |
3/25/2020 | COUNTYA | 4 |
3/26/2020 | COUNTYA | 1 |
4/1/2020 | COUNTYA | 1 |
3/15/2020 | COUNTYB | 1 |
3/20/2020 | COUNTYB | 1 |
4/1/2020 | COUNTYB | 4 |
I have the following code that produces the following table.
/*CUMULATIVE CASE COUNTS BY COUNTY AND DAY*/
DATA CNT_CUMULATIVE; SET CNT_DAILY;
BY Jurisdiction DtCreated;
FORMAT DtCreated MMDDYYN8.;
RETAIN CumCntLocalID;
IF FIRST.Jurisdiction THEN CumCntLocalID = CntLocalID;
ELSE CumCntLocalID = CumCntLocalID + CntLocalID;
DROP CntLocalID;
RUN;
Cumulative Totals
DtCreated | Jurisdiction | CumCntLocalID |
3/24/2020 | COUNTYA | 1 |
3/25/2020 | COUNTYA | 5 |
3/26/2020 | COUNTYA | 6 |
4/1/2020 | COUNTYA | 7 |
3/15/2020 | COUNTYB | 1 |
3/20/2020 | COUNTYB | 2 |
4/1/2020 | COUNTYB | 6 |
What I need is a table that includes the missing dates for each county, as shown below.
DtCreated | Jurisdiction | CumCntLocalID |
3/24/2020 | COUNTYA | 1 |
3/25/2020 | COUNTYA | 5 |
3/26/2020 | COUNTYA | 6 |
3/27/2020 | COUNTYA | 6 |
3/28/2020 | COUNTYA | 6 |
3/29/2020 | COUNTYA | 6 |
3/30/2020 | COUNTYA | 6 |
3/31/2020 | COUNTYA | 6 |
4/1/2020 | COUNTYA | 7 |
3/15/2020 | COUNTYB | 1 |
3/16/2020 | COUNTYB | 1 |
3/17/2020 | COUNTYB | 1 |
3/18/2020 | COUNTYB | 1 |
3/19/2020 | COUNTYB | 1 |
3/20/2020 | COUNTYB | 2 |
3/21/2020 | COUNTYB | 2 |
3/22/2020 | COUNTYB | 2 |
3/23/2020 | COUNTYB | 2 |
3/24/2020 | COUNTYB | 2 |
3/25/2020 | COUNTYB | 2 |
3/26/2020 | COUNTYB | 2 |
3/27/2020 | COUNTYB | 2 |
3/28/2020 | COUNTYB | 2 |
3/29/2020 | COUNTYB | 2 |
3/30/2020 | COUNTYB | 2 |
3/31/2020 | COUNTYB | 2 |
4/1/2020 | COUNTYB | 6 |
Any help would be greatly appreciated.
@Reeza and @PGStats taught me this a couple of years ago. This will work if you have SAS ETS licensed
data have;
infile cards expandtabs truncover;
input DtCreated :mmddyy10. Jurisdiction :$7. CumCntLocalID;
format DtCreated mmddyy10.;
cards;
3/24/2020 COUNTYA 1
3/25/2020 COUNTYA 5
3/26/2020 COUNTYA 6
4/1/2020 COUNTYA 7
3/15/2020 COUNTYB 1
3/20/2020 COUNTYB 2
4/1/2020 COUNTYB 6
;
proc timeseries data=have out=want;
by Jurisdiction;
id DtCreated interval=day setmiss=previous;
var CumCntLocalID;
run;
Jurisdiction | DtCreated | CumCntLocalID |
COUNTYA | 24Mar2020 | 1 |
COUNTYA | 25Mar2020 | 5 |
COUNTYA | 26Mar2020 | 6 |
COUNTYA | 27Mar2020 | 6 |
COUNTYA | 28Mar2020 | 6 |
COUNTYA | 29Mar2020 | 6 |
COUNTYA | 30Mar2020 | 6 |
COUNTYA | 31Mar2020 | 6 |
COUNTYA | 01Apr2020 | 7 |
COUNTYB | 15Mar2020 | 1 |
COUNTYB | 16Mar2020 | 1 |
COUNTYB | 17Mar2020 | 1 |
COUNTYB | 18Mar2020 | 1 |
COUNTYB | 19Mar2020 | 1 |
COUNTYB | 20Mar2020 | 2 |
COUNTYB | 21Mar2020 | 2 |
COUNTYB | 22Mar2020 | 2 |
COUNTYB | 23Mar2020 | 2 |
COUNTYB | 24Mar2020 | 2 |
COUNTYB | 25Mar2020 | 2 |
COUNTYB | 26Mar2020 | 2 |
COUNTYB | 27Mar2020 | 2 |
COUNTYB | 28Mar2020 | 2 |
COUNTYB | 29Mar2020 | 2 |
COUNTYB | 30Mar2020 | 2 |
COUNTYB | 31Mar2020 | 2 |
COUNTYB | 01Apr2020 | 6 |
@Reeza and @PGStats taught me this a couple of years ago. This will work if you have SAS ETS licensed
data have;
infile cards expandtabs truncover;
input DtCreated :mmddyy10. Jurisdiction :$7. CumCntLocalID;
format DtCreated mmddyy10.;
cards;
3/24/2020 COUNTYA 1
3/25/2020 COUNTYA 5
3/26/2020 COUNTYA 6
4/1/2020 COUNTYA 7
3/15/2020 COUNTYB 1
3/20/2020 COUNTYB 2
4/1/2020 COUNTYB 6
;
proc timeseries data=have out=want;
by Jurisdiction;
id DtCreated interval=day setmiss=previous;
var CumCntLocalID;
run;
Jurisdiction | DtCreated | CumCntLocalID |
COUNTYA | 24Mar2020 | 1 |
COUNTYA | 25Mar2020 | 5 |
COUNTYA | 26Mar2020 | 6 |
COUNTYA | 27Mar2020 | 6 |
COUNTYA | 28Mar2020 | 6 |
COUNTYA | 29Mar2020 | 6 |
COUNTYA | 30Mar2020 | 6 |
COUNTYA | 31Mar2020 | 6 |
COUNTYA | 01Apr2020 | 7 |
COUNTYB | 15Mar2020 | 1 |
COUNTYB | 16Mar2020 | 1 |
COUNTYB | 17Mar2020 | 1 |
COUNTYB | 18Mar2020 | 1 |
COUNTYB | 19Mar2020 | 1 |
COUNTYB | 20Mar2020 | 2 |
COUNTYB | 21Mar2020 | 2 |
COUNTYB | 22Mar2020 | 2 |
COUNTYB | 23Mar2020 | 2 |
COUNTYB | 24Mar2020 | 2 |
COUNTYB | 25Mar2020 | 2 |
COUNTYB | 26Mar2020 | 2 |
COUNTYB | 27Mar2020 | 2 |
COUNTYB | 28Mar2020 | 2 |
COUNTYB | 29Mar2020 | 2 |
COUNTYB | 30Mar2020 | 2 |
COUNTYB | 31Mar2020 | 2 |
COUNTYB | 01Apr2020 | 6 |
You have certainly made my day. Worked like a charm. It looks like our Desktop SAS is licensed for SAS/ETS, but not our SAS Studio account.
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