I want to calculate the number of times two individuals share the same group number. I'm working with quite a large dataset (169 individuals and over a 1000 observations (rows) of them) and I'm looking for an efficient way to count the occurrence of them being in the same group. My (simplified) data looks like this:
ID | Group number | Date | Time |
---|---|---|---|
Aa | 1 | 15-06-22 | 15:05:22 |
Bd | 1 | 15-06-22 | 15:05:27 |
Cr | 2 | 15-06-22 | 15:07:12 |
Bd | 1 | 15-06-22 | 17:33:15 |
Aa | 2 | 15-06-22 | 17:36:54 |
Cr | 2 | 15-06-22 | 17:37:01 |
... |
I would like my output data to look like this:
Aa-Bd | Aa-Cr | Bd-Cr | ... |
---|---|---|---|
1 | 1 | 0 |
Or:
Occurrence | Dyad |
---|---|
1 | Aa-Bd; Aa-Cr |
0 | Bd-Cr |
Or even a matrix might work. I've been trying to replicate the solution posed for this problem:
Hope this helps!