Free Salesforce Analytics-DA-201 Exam Actual Questions & Explanations

Last updated on: Jul 2, 2026
Author: Leo Hernandez (Salesforce Certification Specialist & Data Analytics Instructor)

The Salesforce Certified Tableau Data Analyst certification validates your ability to connect, transform, explore, and present data using Tableau within the Salesforce ecosystem. This exam, Analytics-DA-201, is designed for analytics professionals, business analysts, and data specialists who work with Tableau to deliver insights. This landing page provides a clear roadmap of exam topics, question formats, and practical preparation strategies to help you study efficiently and build confidence before test day.

Analytics-DA-201 Exam Syllabus & Core Topics

Use this topic map to guide your study for Salesforce Analytics-DA-201 (Salesforce Certified Tableau Data Analyst) within the Salesforce Data Analyst Certifications path.

  • Connect To and Transform Data: Establish connections to multiple data sources, clean and prepare datasets, and apply transformations to ensure data quality and consistency for downstream analysis.
  • Explore and Analyze Data: Build visualizations, perform exploratory analysis, identify trends and patterns, and use Tableau features to answer business questions and uncover insights from structured and unstructured data.
  • Create Content: Design dashboards, worksheets, and stories that communicate findings clearly, apply formatting and interactivity, and structure content for different audience needs and use cases.
  • Publish and Manage Content on Tableau Server and Tableau Cloud: Deploy workbooks, manage permissions and schedules, configure refresh settings, monitor usage, and maintain governance to ensure secure and reliable access to analytics assets.

Question Formats & What They Test

The Analytics-DA-201 exam uses a mix of question types that assess both conceptual knowledge and the ability to make sound analytical decisions in realistic scenarios.

  • Multiple choice: Test your understanding of core Tableau features, data connection methods, transformation logic, and best practices in analytics workflows.
  • Scenario-based items: Present real-world situations where you must analyze data requirements, choose the right visualization type, troubleshoot connection issues, or decide on the best approach to publish and secure content.
  • Simulation-style questions: May require you to navigate Tableau interfaces, configure data sources, apply filters, or structure dashboards to meet specific business objectives.

Questions progress in difficulty and emphasize practical application, so understanding the "why" behind each feature and technique is more valuable than memorizing isolated facts.

Preparation Guidance

An effective study plan breaks the four core domains into manageable weekly milestones, combines hands-on practice with review of explanations, and includes timed mock sessions to build test readiness. Allocate more study time to areas where you lack real-world experience, and revisit weak topics multiple times before test day.

  • Map Connect To and Transform Data, Explore and Analyze Data, Create Content, and Publish and Manage Content on Tableau Server and Tableau Cloud to weekly study goals and track your progress systematically.
  • Work through practice question sets regularly; review detailed explanations to understand why correct answers work and where you may have misunderstood a concept.
  • Link features and workflows across all four domains by studying how data connection affects visualization design, how exploration informs dashboard creation, and how publishing strategy impacts user access and governance.
  • Complete a timed mini mock exam in the final week to practice pacing, reduce test anxiety, and identify any last-minute gaps.

Explore other Salesforce certifications: view all Salesforce exams.

Get the PDF & Practice Test

Strengthen your preparation with up-to-date resources from validexamdumps.com. These materials align to Analytics-DA-201 and cover practical scenarios with clear explanations.

  • Q&A PDF with explanations: topic-mapped questions that clarify why correct options are right and others aren't.
  • Practice Test: realistic items, timed and untimed modes, progress tracking, and detailed review of each question.
  • Focused coverage: aligned to Connect To and Transform Data, Explore and Analyze Data, Create Content, and Publish and Manage Content on Tableau Server and Tableau Cloud so you study what matters most.
  • Regular updates: content refreshes that reflect syllabus and product changes.

Visit the exam page to download the PDF, Online Practice Test, or get a Bundle Discount for both formats: Salesforce Certified Tableau Data Analyst.

Frequently Asked Questions

Which topics in Analytics-DA-201 typically receive the most exam weight?

Connect To and Transform Data and Create Content usually account for a larger portion of the exam, since they directly impact the quality and usability of analytics deliverables. However, all four domains are important, and you should not neglect Explore and Analyze Data or Publish and Manage Content, as they test critical decision-making and governance skills.

How do the four core domains connect in a real Tableau project workflow?

In practice, you begin by connecting to and transforming raw data sources, then explore the data to understand patterns and validate quality. Next, you create visualizations and dashboards to communicate findings, and finally publish and manage those assets on Tableau Server or Tableau Cloud with appropriate security and refresh schedules. Understanding these connections helps you see why each domain matters and how mistakes in one area ripple through the rest of the project.

How much hands-on Tableau experience do I need before taking the exam?

Ideally, you should have worked with Tableau for at least three to six months in a professional or learning environment. Hands-on experience with connecting to real data sources, building dashboards, and publishing workbooks significantly boosts your ability to answer scenario-based questions correctly. If you lack this experience, prioritize creating sample projects and working through tutorials that cover all four domains.

What are the most common mistakes candidates make on Analytics-DA-201?

Many candidates overlook governance and security aspects of publishing, focus too heavily on visualization design while neglecting data quality checks, or misunderstand when to use specific Tableau features for different data types. Another frequent error is not reading scenario questions carefully, which leads to choosing a technically correct answer that doesn't fit the business requirement. Slow down, read each question twice, and consider the full context before selecting your answer.

What is an effective study and review strategy for the final week before the exam?

In your final week, shift from learning new topics to reinforcing weak areas and building speed. Take a full-length timed practice test to identify remaining gaps, then focus your remaining study time on those specific topics. Review key definitions and decision trees for common scenarios, and avoid cramming new material the night before. Instead, do a light review of your notes and get good sleep so you arrive at the exam refreshed and confident.

Question No. 1

You have the following visualization.

The Last() calculation is set to compute using Table (across)

Which value will appear in the crosstab for the Consumer segment of the year 2018 if you change compute to use Oder Dale?

Show Answer Hide Answer
Correct Answer: A

The LAST() function in Tableau returns the number of rows from the current row to the last row in the partition. When you compute using 'Order Date', it will change the partitioning of the calculation. If 'Consumer' in '2018' is the last row in its partition when computed by 'Order Date', then LAST() will return 0 for that cell.

The LAST() function in Tableau is a table calculation that returns the number of rows from the current row to the last row in the partition. The value of LAST() is 0 for the last row, increases by 1 for each row above the last row, and can be negative for rows below the current row if there are such rows in the partition.

In the provided visualization, LAST() is set to compute using Table (across). Changing the compute mode to use 'Order Date' will adjust the partitioning of the data upon which the LAST() function is calculated. Since 'Order Date' is likely to be a unique value per row (assuming each order has a unique date), each row becomes its own partition.

For the Consumer segment of the year 2018, if 'Order Date' is unique for each row, then the last row in each partition (in this case, each individual row) will have a LAST() value of 0 because there are no other rows in the partition - it's the last row of its own partition.

Therefore, when you change the compute mode of LAST() to use 'Order Date', each cell under the Consumer segment for the year 2018 will have the LAST() value of 0, because each order date creates a partition of one, making every row the last in its partition.


Question No. 2

You have two tables named Employeelnfo and DepartmentInfo. Employeelnfo contains four fields named Full Name, Department ID, Start Date, and Salary.

DepartmentInfo contains four fields named Department Name, Size, Department ID, and VP.

You want to combine the tables to meet the following requirements:

. Each record in Employeelnfo must be retained in the combined table.

. The records must contain the Department Name, Size, and VP fields.

* Every record must have a full name.

Which type of join should you use?

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Correct Answer: B

To combine the tables and meet the requirements, you should use a left join. A left join will keep all the records from the left table (Employeelnfo) and match them with the records from the right table (DepartmentInfo) based on the common field (Department ID). If there is no matching record in the right table, the fields from the right table will be null. This way, you will retain all the records from Employeelnfo, and also include the Department Name, Size, and VP fields from DepartmentInfo. Every record will have a full name because it is a field from the left table. A left join will look like this:


Join Your Data - Tableau

Join Types in Tableau

Question No. 3

SIMULATION

Open the link to Book1 found on the desktop. Open the Line worksheet.

Modify the chart to show only main and max values of both measures in each region.

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Correct Answer: A

To modify the chart to show only min and max values of both measures in each region, you need to do the following steps:

Open the link to Book1 found on the desktop. This will open the Tableau workbook that contains the Line worksheet.

Click on the Line tab at the bottom of the workbook to open the worksheet. You will see a line chart that shows the sales and profit for each month by region.

Drag Month from the Columns shelf to Filters shelf. This will open a dialog box that allows you to filter by different criteria.

Select Range of Dates from the dialog box. This will show you options to filter by a range of dates or values.

Select Minimum and Maximum from the drop-down list next to Month. This will filter by the minimum and maximum values of Month for each region. You can also enter specific values or use the sliders to adjust the range.

Click OK to apply the filter. You will see that the line chart now shows only min and max values of both measures in each region.


Topic 3, Section 3

Question No. 4

You have the following tiled dashboard that has one sheet.

You want to replace the sheet with Sheet2.

What should you do?

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Correct Answer: D

In Tableau, to replace a sheet on a dashboard, you can simply drag the desired sheet (Sheet2 in this case) from the sheets list onto the dashboard area where the current sheet (Sheet3) resides. This action will replace the existing sheet with the new one. Right-clicking and adding to the dashboard adds an additional sheet rather than replacing, and the context menu options mentioned in the other choices are not the standard methods for replacing sheets within a dashboard.


Question No. 5

You have the following dataset.

Which grouping option should you use m Tableau Prep to group al five names automatically?

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Correct Answer: B

Tableau Prep's Grouping feature includes various methods to group similar data. The Spelling option is used when the data has small variations in spelling, such as capitalization differences or common typos. Given that the names in the dataset vary in capitalization and punctuation but are spelled correctly, the Spelling grouping option would be the most appropriate choice to automatically group all five names.