Unexpected Values Are Displayed When Setting Color on a Bar Chart Displaying Multiple Measures

Issue

Unexpected values are displayed when setting Color on a bar chart displaying multiple measures.

For example, assume that you have the following data.

　 User-added image

when each measure is calculated as follows, 0 is displayed on each bar after setting Color.

　Field Name: Male
　Formula: COUNT(IF [Gender] = "Male" THEN [ID] END)

　Field Name: Female
　Formula: COUNT(IF [Gender] = "Female" THEN [ID] END)

　

Environment

Tableau Desktop

Resolution

In this case, use SUM instead of COUNT. When aggregating NULLs with SUM function, Tableau Desktop returns NULLs.
Follow along in the sample packaged workbook found in the Attachments section to compare the difference.

　Field Name: Male (SUM)
　Formula: SUM(IF [Gender] = "Male" THEN 1 END)

　Field Name: Female (SUM)
　Formula: SUM(IF [Gender] = "Female" THEN 1 END)

　 User-added image

Cause

In the following formula, data records that do not match the IF condition will be NULLs. When counting NULLs, Tableau Desktop returns 0.

　Formula: COUNT(IF [Gender] = "Male" THEN [ID] END)