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DATA STEP | INPUT | SQL JOINS --> INNER , LEFT , RIGHT , FULL IN DATA STEP MERGE STATEMENT
DATA DM;
INPUT USUBJID AGE SEX$ COUNTRY$;
CARDS;
101 45 M USA
102 36 F UK
103 50 M CANADA
;
RUN;
PROC PRINT;RUN;
OUTPUT:
Obs | USUBJID | AGE | SEX | COUNTRY |
---|---|---|---|---|
1 | 101 | 45 | M | USA |
2 | 102 | 36 | F | UK |
3 | 103 | 50 | M | CANADA |
DATA LAB;
INPUT USUBJID PARAMCD$ AVAL AVISIT$;
CARDS;
101 HGB 13.5 BASELINE
102 HGB 14.2 BASELINE
104 HGB 12.9 BASELINE
;
RUN;
PROC PRINT;RUN;
OUTPUT:
Obs | USUBJID | PARAMCD | AVAL | AVISIT |
---|---|---|---|---|
1 | 101 | HGB | 13.5 | BASELINE |
2 | 102 | HGB | 14.2 | BASELINE |
3 | 104 | HGB | 12.9 | BASELINE |
/*DATA STEP MERGE STATEMENT*/
/*INNER JOIN IN DATA STEP MERGE STATEMENT*/
DATA INNERJOIN;
MERGE DM (IN=A)
LAB(IN=B);
BY USUBJID;
IF A AND B;
RUN;
PROC PRINT;RUN;
OUTPUT:
Obs | USUBJID | AGE | SEX | COUNTRY | PARAMCD | AVAL | AVISIT |
---|---|---|---|---|---|---|---|
1 | 101 | 45 | M | USA | HGB | 13.5 | BASELINE |
2 | 102 | 36 | F | UK | HGB | 14.2 | BASELINE |
/*LEFT JOIN IN DATA STEP MERGE STATEMENT*/
DATA LEFTJOIN;
MERGE DM(IN=A)
LAB;
BY USUBJID;
IF A;
RUN;
PROC PRINT;RUN;
OUTPUT:
Obs | USUBJID | AGE | SEX | COUNTRY | PARAMCD | AVAL | AVISIT |
---|---|---|---|---|---|---|---|
1 | 101 | 45 | M | USA | HGB | 13.5 | BASELINE |
2 | 102 | 36 | F | UK | HGB | 14.2 | BASELINE |
3 | 103 | 50 | M | CANADA | . |
/*RIGHT JOIN IN DATA STEP MERGE STATEMENT*/
DATA RIGHTJOIN;
MERGE DM
LAB(IN=B);
BY USUBJID;
IF B;
RUN;
PROC PRINT;RUN;
OUTPUT:
Obs | USUBJID | AGE | SEX | COUNTRY | PARAMCD | AVAL | AVISIT |
---|---|---|---|---|---|---|---|
1 | 101 | 45 | M | USA | HGB | 13.5 | BASELINE |
2 | 102 | 36 | F | UK | HGB | 14.2 | BASELINE |
3 | 104 | . | HGB | 12.9 | BASELINE |
/*FULL JOIN IN DATA STEP MERGE STATEMENT*/
DATA FULLJOIN;
MERGE DM
LAB;
BY USUBJID;
RUN;
PROC PRINT;RUN;
OUTPUT:
Obs | USUBJID | AGE | SEX | COUNTRY | PARAMCD | AVAL | AVISIT |
---|---|---|---|---|---|---|---|
1 | 101 | 45 | M | USA | HGB | 13.5 | BASELINE |
2 | 102 | 36 | F | UK | HGB | 14.2 | BASELINE |
3 | 103 | 50 | M | CANADA | . | ||
4 | 104 | . | HGB | 12.9 | BASELINE |
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