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I have a table with two dimensions, store and year. I want to take a count of distinct employees at each store and calculate the percentage of employees at each store segmented by year. So in the table below, in 2018 store A had 6 of the total 17 distinct employees, which comes out to about 35%. I tried using the following expression: (Count(DISTINCT EMPLOYEES)/Count(TOTAL DISTINCT EMPLOYEES)), but the denominator is incorrect here because it returns a count of total distinct employees across all years.
Store | Year | Count(Distinct Employees) | **Desired Calculation** |
A | 2018 | 6 | 6/17 = .35 |
B | 2018 | 4 | 4/17 = .24 |
C | 2018 | 7 | 7/17 = .41 |
A | 2019 | 8 | 8/27 = .30 |
B | 2019 | 7 | 7/27 = .26 |
C | 2019 | 12 | 12 / 27 = .44 |
A | 2020 | 5 | 5 / 26 = .19 |
B | 2020 | 7 | 7 / 26 = .27 |
C | 2020 | 14 | 14 / 26 = .54 |
try with
Count(TOTAL <year> DISTINCT EMPLOYEES))