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What are properties?

Properties contain descriptive information about a dimension member and this information is visible only if the dimension member itself is selected in the report. In other words, issue properties show values only if issues are selected in the report; project properties show values only if projects are selected in the report; sprint properties show values only if sprints are selected in the report; and so on. 

How to find properties?

You can find all properties in the Measures. Issue properties are in the section “Issue properties”; Sprint properties can be found in the “Agile” section. Other dimension members' properties are in the “Other properties” section.

While properties are included in the Measures, properties have a specific naming pattern and use to distinguish a property from a measure. Each property starts with the dimension member name (in a singular form) and then the name of the field in Jira. Examples: Issue Created date, Issue Story Points, Issue status, Issue labels; Project lead; Sprint actual start date, Sprint goal. 

More advanced option how to recognize the property: if you open property in formula editor, you should see in the formula that the field is retrieved with Get() function, like, for Issue creation date the calculation formula is [Issue].CurrentHierarchyMember.Get('Created at'). Some properties' calculation formulas can be more complex, but the Get() will be also there.

The most frequently used properties are issue properties. Issue properties in the report show information as it is visible in the Jira issue screen: issue creation date, assignee, status, priority, story points, sprints, versions, etc.

When to use and do not use properties?

Properties have the following functions:

Properties are not for doing the following:

Issue property values are displayed regardless of whether the issue meets the Page filter conditions or not. If the issue is displayed in the report for some reason (for example, [nonempty] is deselected), the property value is displayed. Therefore, issue properties are not enough to make report context (e.g., apply Page filters).

There is a saying: if an issue is a dog, then the issue property is the dog's tail; you can see the tail if the dog itself is visible. If there is no dog, there is no tail. When you select issue properties in the report (or use in the calculation formula), ensure that you have issues in the report (or in the calculation formula); 
when selecting project properties, ensure that you have projects in the report; etc. 
Otherwise, the property values become empty.

Example of the report with issue properties

See example report with selected properties:

In the example report:

You can play around with this report and see how the report changes.