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Salesforce Analytics-DA-201 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Connect to and Transform Data	24%	- Prepare and clean data 1. Handle null values, duplicates, and inconsistencies 2. Shape, filter, and aggregate data 3. Use joins, unions, relationships, and blends - Connect to various data sources 1. Choose between live connection and extract 2. File-based data, databases, cloud sources, published data sources - Transform data with Tableau Prep 1. Output and publish data sources 2. Build flows, apply cleaning steps
Topic 2: Create Content	26%	- Build interactive dashboards 1. Actions, filters, and interactivity features 2. Layout and design principles 3. Responsive design and performance - Create stories 1. Combine visualizations and text 2. Sequence and present insights effectively - Design visualizations 1. Formatting, colors, annotations, and tooltips 2. Select appropriate chart types and visual best practices
Topic 3: Publish and Manage Content on Tableau Server and Tableau Cloud	9%	- Manage and maintain content 1. Create alerts, metrics, and custom views 2. Schedule refreshes and subscriptions 3. Monitor usage and optimize performance - Publish content 1. Publish workbooks, data sources, and flows 2. Set permissions and access rights
Topic 4: Explore and Analyze Data	41%	- Analyze and interpret data 1. Geospatial analysis 2. Statistical functions, forecasting, and clustering 3. Trends, distributions, comparisons, and correlations - Create calculations and apply logic 1. Basic calculations, table calculations, LOD expressions 2. Parameters, conditional logic, and logical functions - Organize and simplify data 1. Apply filters and sets 2. Sort, group, bin, and create hierarchies

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Salesforce Certified Tableau Data Analyst Sample Questions (Q109-Q114):

NEW QUESTION # 109
A Data Analyst has the following dataset that contains null values in the Profits field.

The analyst wants each null Profit value to appear as 0.
Which two formulas achieve this goal? Choose two.

A. IF [Profits] != NULL THEN [Profits] END
B. ISNULL([Profits])
C. ZN([Profits])
D. IFNULL([Profits], 0)

Answer: C,D

Explanation:
Both IFNULL and ZN can replace null numeric values with zero. IFNULL([Profits], 0) returns the Profit value when it is non-null and explicitly returns 0 when the field is null. ZN([Profits] ) is a specialized null- handling function that returns the original expression when a value exists and zero when it is null. Tableau's documentation specifically describes ZN as useful for replacing null numeric values with zeros. ISNULL ([Profits]) returns a Boolean TRUE/FALSE result rather than a numeric replacement. Option C is also inappropriate because nulls cannot be reliably tested by ordinary equality or inequality comparisons; Tableau supplies ISNULL for that purpose, and the proposed formula does not substitute zero. Therefore, A and D both produce the required numeric result while retaining existing non-null Profit values.

NEW QUESTION # 110
A Data Analyst has the following two tables that contain data about the books in a library.

Both tables are incomplete, so there are books missing from the tables.
The analyst needs to use the data from both tables in a single sheet. The solution must ensure that all the data is retained.
How should the analyst connect these tables?

A. Inner join or Relationship model
B. Full outer join or Relationship model
C. Right join or Left join
D. Left join or Full outer join

Answer: B

Explanation:
A full outer join preserves every row from both physical tables, returning matched records where possible and null values where a corresponding row does not exist. That directly satisfies the requirement to retain books that appear in only one of the two incomplete tables. A Tableau relationship can also satisfy the requirement because relationships keep logical tables separate and defer physical joining until analysis time.
Tableau dynamically determines the appropriate joins based on fields used in the visualization and makes the row and column data from related tables potentially available without permanently collapsing the tables. Left or right joins would discard unmatched rows from one side, while an inner join retains only matches.
Therefore, Full outer join or Relationship model is the correct combination.

NEW QUESTION # 111
Which option must a Data Analyst enable to build the following table to add quarterly totals?

A. Show Row Grand Totals
B. Add All Subtotals
C. Add Pane Totals
D. Show Column Grand Totals

Answer: B

NEW QUESTION # 112
Below are some of the values in the Order_ID field:

Which calculation should a Data Analyst use to return the two-letter combinations starting with the letter "P" for each of these values?

A. MID([Order_ID], FIND([Order_ID], "P") + 1, 2)
B. LEFT(SPLIT([Order_ID], "_", 2), 2)
C. SPLIT([Order_ID], "_", -2)
D. FINDNTH([Order_ID], "P*", 1)

Answer: A

NEW QUESTION # 113
In a dataset, you have a string field named Name that contains unnecessary semicolons.
Which function should you use to remove the semicolons from the Name field?

A. TRIM
B. CONTAINS
C. SPLIT
D. REPLACE

Answer: D

Explanation:
The REPLACE function is used to replace all occurrences of a substring within a string with another substring. In this case, it can be used to remove the semicolons from the Name field by replacing them with an empty string. For example, REPLACE ("John;Doe", ";", "") = "JohnDoe". References: The information is based on the following sources:
* String Functions - Tableau
* Remove special characters and add a semi colon in a word - Tableau

NEW QUESTION # 114
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