Explore and Analyze Data41% of the exam

FIXED, INCLUDE, EXCLUDE and nested LOD expressions

Write FIXED, INCLUDE, EXCLUDE and nested level of detail expressions, predict whether their values are aggregated or replicated in a view, whether they land as dimensions or measures, and which filters they respect.

Official exam objective
Create Level of Detail calculations: Write FIXED LOD calculations; Write INCLUDE LOD calculations; Write EXCLUDE LOD calculations; Write nested LOD calculations.

~7 min read · 9 practice questions ·

What the exam expects

  • Write a FIXED expression for a value that must not change with the view, such as a cohort date.
  • Write an INCLUDE expression to compute at a finer grain than the view and re-aggregate it on the shelf.
  • Write an EXCLUDE expression to remove a view dimension, such as a total per column repeated in each cell.
  • Read and write nested LOD expressions, and spot invalid aggregate expressions.
  • Predict dimension or measure, aggregated or replicated, and which filters apply.

Key terms:

  • View level of detail: the dimensions in the view that decide how many marks there are.
  • Dimension declaration: the dimensions after the keyword that scope the expression.
  • Aggregate expression: the aggregated calculation after the colon.
  • Replicated value: a coarser result repeated across several marks.
  • Nested LOD: an LOD expression inside another LOD's aggregate expression.

Key facts

Syntax
Detail
{KEYWORD dimensions : aggregate} in curly braces
FIXED and filters
Detail
Ignores all view filters except context, data source and extract
INCLUDE and EXCLUDE timing
Detail
After dimension filters
INCLUDE and EXCLUDE type
Detail
Always measures
EXCLUDE on a shelf
Detail
Defaults to ATTR; aggregation change has no effect
Aggregate expression rules
Detail
Must be aggregated; no ATTR; no table calculations
Table-scoped LOD
Detail
{MIN([Date])} equals {FIXED : MIN([Date])}
Unsupported sources
Detail
Cubes, Microsoft Access, legacy Jet connections, Splunk, among others
Sources for this section (2)
  • What is the table-scoped expression {MIN([Order Date])} equivalent to?
  • When does Tableau wrap an LOD expression in an aggregation on a shelf?
  • How do you create a quick FIXED LOD in the Data pane?
  • Why is ATTR not allowed around an inner LOD in a nested expression?

The questions are free to read. Answers with their sources and self-grading are included with the pack.

Keep reading with the Tableau Data Analyst pack

  • Core concepts
  • Exam traps
  • Worked scenario

The pack includes:

  • All 30 lessons of the Tableau Data Analyst guide, with reading progress
  • Interactive decision walks and step-by-step sequence steppers
  • Practice exams purchase adds inline bank questions and topic practice (9 questions for this lesson)
  • An official source cited for every claim
  • An AI tutor that answers from the guide
  • Choose guide-only, practice-only, or save $4 with both

Practice for the Tableau Data Analyst exam