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Salesforce Analytics-DA-201 Exam Syllabus Topics:

SectionWeightObjectives
Create Visualizations and Dashboards25%- Dashboard Design
  • 1. Design interactive dashboards
    • 2. Apply best practices for usability
      - Visualization Development
      • 1. Build charts and graphs
        • 2. Select appropriate visual encodings
          Explore and Analyze Data35%- Data Exploration
          • 1. Identify trends and patterns
            • 2. Use aggregations and filters
              - Statistical Analysis
              • 1. Basic statistical concepts
                • 2. Correlation and distributions
                  Connect and Prepare Data25%- Data Connections
                  • 1. Connect to various data sources
                    • 2. Understand data types and structures
                      - Data Preparation
                      • 1. Handle missing or inconsistent data
                        • 2. Clean and transform data
                          Data Governance and Security15%- Security and Ethics
                          • 1. Data privacy and ethical use of data
                            - Data Governance
                            • 1. Understand data governance principles

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                              Salesforce Certified Tableau Data Analyst Sample Questions (Q69-Q74):

                              NEW QUESTION # 69
                              A Data Analyst has a data source that has two tables named Table1 and Table2. Table1 is the primary table and Table2 is the secondary table.
                              The analyst wants to combine the tables by using Tableau Prep. The combined table must include only values from Table1 that do not match any values in Table2. The field values from Table2 must appear as null values.
                              Which type of join should the analyst use?

                              Answer: D


                              NEW QUESTION # 70
                              Open the link to Book1 found on the desktop. Open the Histogram worksheet and use the Superstone data source.
                              Create a histogram on the Quantity field by using bin size of 3.

                              Answer:

                              Explanation:
                              check the steps below in explanation.
                              Explanation:
                              To create a histogram on the Quantity field by using bin size of 3, 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 Histogram tab at the bottom of the workbook to open the Histogram worksheet. You will see a blank worksheet with no marks.
                              * Right-click on Quantity in the Measures pane and select Create Bins from the menu. This will open a dialog box that allows you to create bins for the Quantity field. Bins are groups of values that are treated as one unit in a histogram.
                              * Enter 3 in the Size of bins text box. This will set the bin size to 3, which means that each bin will contain values that are 3 units apart. For example, one bin will contain values from 0 to 2, another bin will contain values from 3 to 5, and so on.
                              * Click OK to create the bins. You will see a new field named Quantity (bin) in the Measures pane with a
                              # sign next to it.
                              * Drag Quantity (bin) from the Measures pane to Columns on the worksheet. This will create a histogram that shows the distribution of Quantity by bins. You will see bars that represent the frequency or count of values in each bin.
                              * Optionally, you can adjust the width, color, and labels of the bars by using the options on the Marks card. You can also add filters, tooltips, or annotations to enhance your histogram.
                              References: https://help.tableau.com/current/pro/desktop/en-us/histograms.htm https://help.tableau.com
                              /current/pro/desktop/en-us/calculations_bins.htm https://help.tableau.com/current/pro/desktop/en-us
                              /buildmanual_histograms.htm


                              NEW QUESTION # 71
                              You have the following bar chart.

                              You want the chart to appear as shown in the Mowing exhibit.

                              What should you add?

                              Answer: A

                              Explanation:
                              A reference line is used in Tableau to display a line at a constant value or a computed value such as an average, median, minimum, or maximum in a bar chart. In this case, adding a reference line would allow you to show the median, upper quartile, and lower quartile, which corresponds to the changes shown in the bar chart.


                              NEW QUESTION # 72
                              A Data Analyst is frequently asked to report on events that have a single row per day but may have missing days in the dataset. The analyst needs to fill the gaps in the data between two dates.
                              What should the analyst use to do this in Tableau Prep?

                              Answer: D

                              Explanation:
                              Tableau Prep provides a New Rows step specifically for filling gaps in sequential numeric or date data. When a dataset should contain one record per day but some dates are absent, New Rows can generate the missing date records between existing dates or within a defined range. The analyst can set the increment to one day and choose how other fields in the generated records are populated, such as Null, zero, or values copied from the previous row. Union combines rows from separate tables, Pivot reshapes columns and rows, and Aggregate changes the level of detail by grouping records. None of those operations is designed to manufacture missing dates in a sequence. Therefore, New Rows is the correct Tableau Prep operation for this requirement.


                              NEW QUESTION # 73
                              A Data Analyst has the following bar chart.

                              The analyst wants the chart to appear as shown in the following exhibit.

                              What should the analyst add?

                              Answer: A


                              NEW QUESTION # 74
                              ......

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