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Salesforce Analytics-DA-201 Exam Syllabus Topics:

SectionWeightObjectives
Publish and Manage Content on Tableau Server and Tableau Cloud9%- Manage and maintain content
  • 1. Create alerts, metrics, and custom views
  • 2. Monitor usage and optimize performance
  • 3. Schedule refreshes and subscriptions
- Publish content
  • 1. Set permissions and access rights
  • 2. Publish workbooks, data sources, and flows
Connect to and Transform Data24%- Connect to various data sources
  • 1. File-based data, databases, cloud sources, published data sources
  • 2. Choose between live connection and extract
- Transform data with Tableau Prep
  • 1. Output and publish data sources
  • 2. Build flows, apply cleaning steps
- Prepare and clean data
  • 1. Use joins, unions, relationships, and blends
  • 2. Shape, filter, and aggregate data
  • 3. Handle null values, duplicates, and inconsistencies
Create Content26%- Create stories
  • 1. Combine visualizations and text
  • 2. Sequence and present insights effectively
- Build interactive dashboards
  • 1. Responsive design and performance
  • 2. Actions, filters, and interactivity features
  • 3. Layout and design principles
- Design visualizations
  • 1. Select appropriate chart types and visual best practices
  • 2. Formatting, colors, annotations, and tooltips
Explore and Analyze Data41%- Create calculations and apply logic
  • 1. Parameters, conditional logic, and logical functions
  • 2. Basic calculations, table calculations, LOD expressions
- Analyze and interpret data
  • 1. Geospatial analysis
  • 2. Trends, distributions, comparisons, and correlations
  • 3. Statistical functions, forecasting, and clustering
- Organize and simplify data
  • 1. Sort, group, bin, and create hierarchies
  • 2. Apply filters and sets

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Salesforce Certified Tableau Data Analyst Analytics-DA-201 Prüfungsfragen mit Lösungen (Q99-Q104):

99. Frage
You are developing a data source in Tableau Prep.
You have two tables named Orders and Employees.
The Orders table was created in 2019 and contains the following columns.
The Employees table contains all the employee information for the various sales teams in the sales department and contains the following columns You want to prepare the data so that you can analyze sales trends over time for every sales team.
Which three actions should you perform in order? (Place the three correct options in order. Use the arrows to move Options to Answer Area. Use Answer Area arrows to re-order the options.)

Antwort:

Begründung:
There are different ways to prepare the data in Tableau Prep, but one possible answer is:
Answer area:
* Join the tables.
* Aggregate the data by Sales Team.
* Add the following filter to the Employees table: Sale Team - Team Alpha.
To analyze sales trends over time for every sales team, you need to combine the data from the Orders and Employees tables. You can do this by joining the tables on the Rep ID column, which is a common identifier for both tables. This will create a single table with all the columns from both tables. Next, you need to aggregate the data by Sales Team, which is the level of analysis you want. You can do this by grouping the data by the Sales Team column and applying an aggregation function (such as sum, average, count, etc.) to the other columns that you want to measure (such as Total Amount, Rep Tenure, etc.). This will create a summary table with one row for each sales team and the aggregated values for the other columns. Finally, you need to filter the data to focus on a specific sales team, such as Team Alpha. You can do this by adding a filter to the Employees table and selecting only the rows where Sales Team equals Team Alpha. This will remove the rows for other sales teams and keep only the data for Team Alpha.
References:
[Tableau Certified Data Analyst Exam Prep Guide], page 9, section "Preparing Data"
[Tableau Help: Join Your Data]
[Tableau Help: Aggregate Your Data]
[Tableau Help: Filter Your Data]


100. Frage
Which attributes are required for the field that is used to hide or show an object with Dynamic Zone Visibility?

Antwort: A


101. Frage
A Data Analyst has the following dataset.

Which grouping option should the analyst use in Tableau Prep to group all five names automatically?

Antwort: D

Begründung:
Common Characters is appropriate because the five values contain essentially the same characters but differ in capitalization, punctuation, separators, and-in one case-the order of the first and last names. Tableau Prep's Common Characters fuzzy-matching algorithm removes punctuation, duplicates, and whitespace before evaluating the character fingerprint. Tableau specifically documents that values such as "John Smith" and "Smith, John" can be matched by this technique because their characters are equivalent despite being reordered. Pronunciation is intended for values that sound alike, while Spelling uses edit-distance similarity and is better suited to typographical variations. Manual Selection would require the analyst to choose the values explicitly instead of grouping them automatically. Therefore, B is the verified answer.


102. Frage
You have a sales dataset that contains the following fields.

You need to analyze the average revenue per product in different regions over time.
Which two fields should be measures? Choose two.

Antwort: D,E

Begründung:
To analyze the average revenue per product in different regions over time, you need to use two fields that contain numeric, quantitative values that you can measure and aggregate. Quantity and Revenue are both measures that fit this criterion. You can multiply Quantity and Revenue to get the total sales for each product, and then divide by the number of products to get the average revenue. You can also use these measures to create charts and tables that show the trends and comparisons over time and across regions. References:
* Dimensions and Measures, Blue and Green - Tableau
* Tableau Certified Data Analyst Study Guide


103. Frage
Open the Link to Book1 found on the desktop. Open Map worksheet and use Superstore data source.
Create a filed map to show the distribution of total Sales by State across the United States.

Antwort:

Begründung:
check the steps below in explanation.
Explanation:
To create a filled map to show the distribution of total Sales by State across the United States, you need to do the following steps:
* Open the link to Book1 found on the desktop. This will open the Tableau workbook that uses the Superstore data source.
* Click on the Map tab at the bottom of the workbook to open the Map worksheet. You will see a blank worksheet with no marks.
* Drag State from the Dimensions pane to Detail on the Marks card. This will create a map that shows each state as a mark. You may need to zoom in or out to see the whole map.
* Drag Sales from the Measures pane to Color on the Marks card. This will create a filled map that shows the distribution of total Sales by State across the United States. The color legend will show you the range of values and colors for Sales.
* Optionally, you can adjust the color scheme, transparency, size, and borders of the marks by clicking on the Color menu on the Marks card. You can also add labels, tooltips, or filters to enhance your map.
References: https://help.tableau.com/current/pro/desktop/en-us/maps.htm https://help.tableau.com/current/pro
/desktop/en-us/maps_howto_filled.htm https://help.tableau.com/current/pro/desktop/en-us
/marks_markproperties_color.htm


104. Frage
......

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