My dataset is an unbalanced time series (with repeated years). Each company can have several classifications per year, ranging from 1 to * (i.e., there can be hundreds). Below is a snapshot of the dataset for 1 company with classifications A, B, C
company | year | classification |
1 | 1985 | A |
1 | 1991 | A |
1 | 1993 | B |
1 | 1993 | B |
1 | 1993 | B |
1 | 1994 | A |
1 | 1994 | A |
1 | 1994 | B |
1 | 1994 | B |
1 | 1994 | B |
1 | 1994 | C |
1 | 1994 | C |
1 | 1994 | C |
1 | 1994 | C |
1 | 1994 | C |
I would like to create cumulative frequency for the classifications by company and year, however, I would like the count to only sum the same values of classification.
I started by creating a frequency var:
. bysort company year classification: gen freq = _N
Also created a tag:
. egen tag = tag(company year classification)
company | Year | classification | freq | tag |
1 | 1985 | A | 1 | 1 |
1 | 1991 | A | 1 | 1 |
1 | 1993 | B | 3 | 1 |
1 | 1993 | B | 3 | 0 |
1 | 1993 | B | 3 | 0 |
1 | 1994 | A | 2 | 1 |
1 | 1994 | A | 2 | 0 |
1 | 1994 | B | 3 | 1 |
1 | 1994 | B | 3 | 0 |
1 | 1994 | B | 3 | 0 |
1 | 1994 | C | 5 | 1 |
1 | 1994 | C | 5 | 0 |
1 | 1994 | C | 5 | 0 |
1 | 1994 | C | 5 | 0 |
1 | 1994 | C | 5 | 0 |
Now, summing the freq var by(company year classification) with egen does not produce the cumulative frequency I'm looking for. I would like the cumulative count to refer to the same type of class only. If I call this var 'cum', then this is what I am looking for:
company | Year | classification | freq | tag | cum |
1 | 1985 | A | 1 | 1 | 1 |
1 | 1991 | A | 1 | 1 | 2 |
1 | 1993 | B | 3 | 1 | 3 |
1 | 1993 | B | 3 | 0 | 3 |
1 | 1993 | B | 3 | 0 | 3 |
1 | 1994 | A | 2 | 1 | 4 |
1 | 1994 | A | 2 | 0 | 4 |
1 | 1994 | B | 3 | 1 | 6 |
1 | 1994 | B | 3 | 0 | 6 |
1 | 1994 | B | 3 | 0 | 6 |
1 | 1994 | C | 5 | 1 | 5 |
1 | 1994 | C | 5 | 0 | 5 |
1 | 1994 | C | 5 | 0 | 5 |
1 | 1994 | C | 5 | 0 | 5 |
1 | 1994 | C | 5 | 0 | 5 |
How can I create such cumulative var?
Thank you.
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