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1. Topic 1, Litware, Inc. Case Study

This is a case study. Case studies are not timed separately. You can use as much exam time as you would like to complete each case. However, there may be additional case studies and sections on this exam. You must manage your time to ensure that you are able to complete all questions included on this exam in the time provided.

To answer the questions included in a case study, you will need to reference information that is provided in the case study. Case studies might contain exhibits and other resources that provide more information about the scenario that is described in the case study. Each question is independent of the other questions in this case study.

At the end of this case study, a review screen will appear. This screen allows you to review your answers and to make changes before you move to the next section of the exam. After you begin a new section, you cannot return to this section.

To start the case study

To display the first question in this case study, click the Next button. Use the buttons in the left pane to explore the content of the case study before you answer the questions. Clicking these buttons displays information such as business requirements, existing environment and problem statements. If the case study has an All Information tab, note that the information displayed is identical to the information displayed on the subsequent tabs. When you are ready to answer a question, click the Question button to return to the question.

Overview

Litware, Inc. is an online retailer that uses Microsoft Power Bl dashboards and reports.

The company plans to leverage data from Microsoft SQL Server databases, Microsoft Excel files, text files, and several other data sources.

Litware uses Azure Active Directory (Azure AD) to authenticate users.

Existing Environment

Sales Data

Litware has online sales data that has the SQL schema shown in the following table.

In the Date table, the dateid column has a format of yyyymmdd and the month column has a format of yyyymm.

The week column in the Date table and the weekid column in the Weekly_Returns table have a format of yyyyww.

The regionid column can be managed by only one sales manager.

Data Concerns

You are concerned with the quality and completeness of the sales data. You plan to verify the sales data for negative sales amounts.

Reporting Requirements

Litware identifies the following technical requirements:

• Executives require a visual that shows sales by region.

• Regional managers require a visual to analyze weekly sales and returns.

• Sales managers must be able to see the sales data of their respective region only.

• The sales managers require a visual to analyze sales performance versus sales targets.

• The sale department requires reports that contain the number of sales transactions.

• Users must be able to see the month in reports as shown in the following example: Feb 2020.

• The customer service department requires a visual that can be filtered by both sales month and ship month independently.

You need to provide a solution to provide the sales managers with the required access.

What should you include in the solution?

Create a security role that has a table filter on the Sales_Manager table where username = UserName()

Create a security role that has a table filter on the Region_Manager table where sales_manager_id = UserPrincipalName().

Create a security role that has a table filter on the Sales_Manager table where name = UserName().

Create a security role that has a table filter on the Sales_Manager table where username = sales_manager_id.

2. You need to create relationships to meet the reporting requirements of the customer service department.

What should you create?

an additional date table named ShipDate, a one-to-many relationship from Sales[sales_date_id] to Date[date_id], and a one-to-many relationship from Sales[sales_ship_date_id] to ShipDate[date_id]

an additional date table named ShipDate, a many-to-many relationship from Sales[sales_date_id] to Date[date_id], and a many-to-many relationship from Sales[sales_ship_date_id] to ShipDate[date_id]

a one-to-many relationship from Date[date_id] to Sales[sales_date_id] and another one-to-many relationship from Date[date_id] to Weekly_Returns[week_id]

a one-to-many relationship from Sales[sales_date_id] to Date[date_id] and a one-to-many relationship from Sales[sales_ship_date_id] to Date[date_id]

a one-to-many relationship from Date[date_id] to Sales[sales_date_id] and another one-to-many relationship from Date[date_id] to Sales[sales_ship_date_id]

3. You need to create a relationship between the Weekly_Returns table and the Date table to meet the reporting requirements of the regional managers.

What should you do?

In the Weekly.Returns table, create a new calculated column named date-id in a format of yyyymmdd and use the calculated column to create a relationship to the Date table.

Add the Weekly_Returns data to the Sales table by using related DAX functions.

Create a new table based on the Date table where date-id is unique, and then create a many-to-many relationship to Weekly_Return.

4. You need to address the data concerns before creating the data model.

What should you do in Power Query Editor?

Select Column distribution.

Select the sales_amount column and apply a number filter.

Select Column profile, and then select the sales_amount column.

Transform the sales_amount column to replace negative values with 0.

5. HOTSPOT

You need to create a visualization to meet the reporting requirements of the sales managers.

How should you create the visualization? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

6. You need to create a calculated column to display the month based on the reporting requirements.

Which DAX expression should you use?

FORMAT('Date'[date], "MMM YYYY")

FORMAT('Date' [date], "M YY")

FORMAT('Date'[date_id], "MMM") ""& & FORMAT('Date'[year], "#")

FORMAT('Date' [date_id], "MMM YYYY")

7. You need to get data from the Microsoft SQL Server tables.

What should you use to configure the connection'

import that uses a Microsoft account

DirectQuery that uses the end-user s credentials

DirectQuery that uses a database credential

Import that uses a database credential

8. You merge data from Sales.Region, Region_Manager, Sales_Manager, and Manager into a single table named Region.

What should you do next to meet the reporting requirements of the executives?

Apply row-level security (RLS) to the Region table based on the sales manager username.

Configure a bi-directional relationship between Region and Sales.Region.

Create a DAX calculated column that retrieves the region manager from the Weekly.Returns table based on the sales.regionjd column.

In the Region table, create a hierarchy that has the manager name, and then the sales manager name.

9. What should you create to meet the reporting requirements of the sales department?

a measure that uses a formula of SUM (Sales [sales_id])

a calculated column that use a formula of COUNTA(sales [sales_id])

a measure that uses a formula of COUNTROWS (Sales)

a calculated column that uses a formula of SUM (Sales [sales_id])

10. You need to create the required relationship for the executive's visual.

What should you do before you can create the relationship?

Change the data type of Sales[region_id] to Whole Number.

In the Sales table, add a measure for sum(sales_amount).

Change the data type of sales[sales_id] to Text.

Change the data type of sales [region_id] to Decimal Number.

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11. HOTSPOT

You publish the dataset to powerbi.com.

For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.

12. Topic 2, Contoso Ltd, Case Study

Overview

This is a case study. Case studies are not timed separately. You can use as much exam time as you would like to complete each case. However, there may be additional case studies and sections on this exam. You must manage your time to ensure that you are able to complete all questions included on this exam in the time provided.

To answer the questions included in a case study, you will need to reference information that is provided in the case study. Case studies might contain exhibits and other resources that provide more information about the scenario that is described in the case study. Each question is independent of the other questions in this case study.

At the end of this case study, a review screen will appear. This screen allows you to review your answers and to make changes before you move to the next section of the exam. After you begin a new section, you cannot return to this section.

To start the case study

To display the first question in this case study, click the Next button. Use the buttons in the left pane to explore the content of the case study before you answer the questions. Clicking these buttons displays information such as business requirements, existing environment and problem statements. If the case study has an All Information tab, note that the information displayed is identical to the information displayed on the subsequent tabs. When you are ready to answer a question, click the Question button to return to the question.

Existing Environment

Contoso, Ltd. is a manufacturing company that produces outdoor equipment Contoso has quarterly board meetings for which financial analysts manually prepare Microsoft Excel reports, including profit and loss statements for each of the company's four business units, a company balance sheet, and net income projections for the next quarter.

Data and Sources

Data for the reports comes from three sources. Detailed revenue, cost and expense data comes from an Azure SQL database. Summary balance sheet data comes from Microsoft Dynamics 365 Business Central. The balance sheet data is not related to the profit and loss results, other than they both relate to dates.

Monthly revenue and expense projections for the next quarter come from a Microsoft SharePoint Online list. Quarterly projections relate to the profit and loss results by using the following shared dimensions: date, business unit, department, and product category.

Net Income Projection Data

Net income projection data is stored in a SharePoint Online list named Projections in the format shown in the following table.

Revenue projections are set at the monthly level and summed to show projections for the quarter.

Balance Sheet Data

The balance sheet data is imported with final balances for each account per month in the format shown in the following table.

There is always a row for each account for each month in the balance sheet data.

Dynamics 365 Business Central Data

Business Central contains a product catalog that shows how products roll up to product categories, which roll up to business units. Revenue data is provided at the date and product level. Expense data is provided at the date and department level.

Business Issues

Historically, it has taken two analysts a week to prepare the reports for the quarterly board meetings. Also, there is usually at least one issue each quarter where a value in a report is wrong because of a bad cell reference in an Excel formula. On occasion, there are conflicting results in the reports because the products and departments that roll up to each business unit are not defined consistently.

Planned Changes

Contoso plans to automate and standardize the quarterly reporting process by using Microsoft Power Bl. The company wants to how long it takes to populate reports to less than two days. The company wants to create common logic for business units, products, and departments to be used across all reports, including, but not limited, to the quarterly reporting for the board.

Technical Requirements

Contoso wants the reports and datasets refreshed with minimal manual effort

The company wants to provide a single package of reports to the board that contains custom navigation and links to supplementary information.

Maintenance, including manually updating data and access, must be minimized as much as possible.

Security Requirements

The reports must be made available to the board from powerbi.com. A mail-enabled security group will be used to share information with the board.

The analysts responsible for each business unit must see all the data the board sees, except the profit and loss data, which must be restricted to only their business unit's data. The analysts must be able to build new reports from the dataset that contains the profit and loss data, but any reports that the analysts build must not be included in the quarterly reports for the board. The analysts must not be able to share the quarterly reports with anyone.

Report Requirements

You plan to relate the balance sheet to a standard date table in Power Bl in a many-to-one relationship based on the last day of the month. At least one of the balance sheet reports in the quarterly reporting package must show the ending balances for the quarter, as well as for the previous quarter.

Projections must contain a column named RevenueProjection that contains the revenue projection amounts.

A relationship must be created from Projections to a table named Date that contains the columns shown in the following table.

The relationships between products and departments to business units must be consistent across all reports.

The board must be able to get the following information from the quarterly reports:

• Revenue trends over time

• Ending balances for each account

• A comparison of expenses versus projections by quarter

• Changes in long-term liabilities from the previous quarter

• A comparison of quarterly revenue versus the same quarter during the prior year

Which two types of visualizations can be used in the balance sheet reports to meet the reporting goals? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

a line chart that shows balances by quarter filtered to account categories that are long-term liabilities.

a clustered column chart that shows balances by date (x-axis) and account category (legend) without filters.

a clustered column chart that shows balances by quarter filtered to account categories that are long-term liabilities.

a pie chart that shows balances by account category without filters.

a ribbon chart that shows balances by quarter and accounts in the legend.

13. HOTSPOT

You need to grant access to the business unit analysts.

What should you configure? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

14. HOTSPOT

How should you distribute the reports to the board? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

15. What is the minimum number of datasets and storage modes required to support the reports?

two imported datasets

a single DirectQuery dataset

two DirectQuery datasets

a single imported dataset

16. DRAG DROP

Once the profit and loss dataset is created, which four actions should you perform in sequence to ensure that the business unit analysts see the appropriate profit and loss data? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

17. You need to recommend a strategy to consistently define the business unit, department, and product category data and make the data usable across reports.

What should you recommend?

Create a shared dataset for each standardized entity.

Create dataflows for the standardized data and make the dataflows available for use in all imported datasets.

For every report, create and use a single shared dataset that contains the standardized data.

For the three entities, create exports of the data from the Power Bl model to Excel and store the data in Microsoft OneDrive for others to use as a source.

18. Which DAX expression should you use to get the ending balances in the balance sheet reports?

CALCULATE ( SUM( BalanceSheet [BalanceAmount] ), DATESQTD( 'Date'[Date] ) )

CALCULATE ( SUM( BalanceSheet [BalanceAmount] ), LASTDATE( 'Date'[Date] ) )

FIRSTNONBLANK ( 'Date' [Date] SUM( BalanceSheet[BalanceAmount] ) )

CALCULATE ( MAX( BalanceSheet[BalanceAmount] ), LASTDATE( 'Date' [Date] ) )

19. HOTSPOT

You need to calculate the last day of the month in the balance sheet data to ensure that you can relate the balance sheet data to the Date table.

Which type of calculation and which formula should you use? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

20. DRAG DROP

You need to create a DAX measure in the data model that only allows users to see projections at the appropriate levels of granularity.

How should you complete the measure? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content. NOTE: Each correct selection is worth one point.

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21. Topic 3, Northwind Traders

Case study

This is a case study. Case studies are not timed separately. You can use as much exam time as you would like to complete each case. However, there may be additional case studies and sections on this exam. You must manage your time to ensure that you are able to complete all question included on this exam in the time provided.

To answer the questions included in a case study, you will need to reference information that is provided in the case study. Case studies might contain exhibits and other resources that provide more information about the scenario that is described in the case study. Each question is independent of the other question on this case study.

At the end of this case study, a review screen will appear. This screen allows you to review your answers and to make changes before you move to the next section of the exam. After you begin a new section, you cannot return to this section.

To start the case study

To display the first question on this case study, click the Next button. Use the buttons in the left pane to explore the content of the case study before you answer the questions. Clicking these buttons displays information such as business requirements, existing environment, and problem statements. If the case study has an All Information tab, note that the information displayed is identical to the information displayed on the subsequent tabs. When you are ready to answer a question, click the Question button to return to the question.

Overview. General Overview

Northwind Traders is a specialty food import company.

The company recently implemented Power BI to better understand its top customers, products, and suppliers.

Overview. Business Issues

The sales department relies on the IT department to generate reports in Microsoft SQL Server Reporting Services (SSRS). The IT department takes too long to generate the reports and often misunderstands the report requirements.

Existing Environment. Data Sources

Northwind Traders uses the data sources shown in the following table.

Source2 is exported daily from a third-party system and stored in Microsoft SharePoint Online.

Existing Environment. Customer Worksheet

Source2 contains a single worksheet named Customer Details.

The first 11 rows of the worksheet are shown in the following table.

All the fields in Source2 are mandatory.

The Address column in Customer Details is the billing address, which can differ from the shipping address.

Existing Environment. Azure SQL Database

Source1 contains the following table:

- Orders

- Products

- Suppliers

- Categories

- Order Details

- Sales Employees

The Orders table contains the following columns.

The Order Details table contains the following columns.

The address in the Orders table is the shipping address, which can differ from the billing address.

The Products table contains the following columns.

The Categories table contains the following columns.

The Suppliers table contains the following columns.

The Sales Employees table contains the following columns.

Each employee in the Sales Employees table is assigned to one sales region. Multiple employees can be assigned to each region.

Requirements. Report Requirements

Northwind Traders requires the following reports:

- Top Products

- Top Customers

- On-Time Shipping

The Top Customers report will show the top 20 customers based on the highest sales amounts in a selected order month or quarter, product category, and sales region.

The Top Products report will show the top 20 products based on the highest sales amounts sold in a selected order month or quarter, sales region, and product category. The report must also show which suppliers provide the top products.

The On-Time Shipping report will show the following metrics for a selected shipping month or quarter:

- The percentage of orders that were shipped late by country and shipping region

- Customers that had multiple late shipments during the last quarter

Northwind Traders defines late orders as those shipped after the required shipping date.

The warehouse shipping department must be notified if the percentage of late orders within the current month exceeds 5%.

The reports must show historical data for the current calendar year and the last three calendar years.

Requirements. Technical Requirements

Northwind Traders identifies the following technical requirements:

- A single dataset must support all three reports.

- The reports must be stored in a single Power BI workspace.

- Report data must be current as of 7 AM Pacific Time each day.

- The reports must provide fast response times when users interact with a visualization.

- The data model must minimize the size of the dataset as much as possible, while meeting the report requirements and the technical requirements.

Requirements. Security Requirements

Access to the reports must be granted to Azure Active Directory (Azure AD) security groups only.

An Azure AD security group exists for each department.

The sales department must be able to perform the following tasks in Power BI:

- Create, edit, and delete content in the reports.

- Manage permissions for workspaces, datasets, and report.

- Publish, unpublish, update, and change the permissions for an app.

- Assign Azure AD groups role-based access to the reports workspace.

Users in the sales department must be able to access only the data of the sales region to which they are assigned in the Sales Employees table.

Power BI has the following row-level security (RLS) Table filter DAX expression for the Sales Employees table.

[EmailAddress] = USERNAME()

RLS will be applied only to the sales department users. Users in all other departments must be able to view all the data.

You need to minimize me size of the dataset. The solution must meet the report requirements What should you do?

Change lite OrderlD column in the Orders table to the text data type.

Filter out discontinued products while importing the Product table.

Remove the QuantityPerUnit column from the Products table

Group the Categories table by the CategorylD column.

22. You need to create the On-Time Shipping report. The report must include a visualization that shows the percentage of late orders.

Which type of visualization should you create?

bar chart

scatterplot

pie chart

23. HOTSPOT

You need to create a relationship in the dataset for RLS.

What should you do? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

24. HOTSPOT

You need to create a solution to meet the notification requirements of the warehouse shipping department.

What should you do? To answer, select the appropriate options in the answer area. NOTE: Each correct select is worth one point:

25. HOTSPOT

You need to create a measure that will return the percentage of late orders.

How should you complete the DAX expression? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

26. You need to design the data model to meet the report requirements.

What should you do in Power BI Desktop?

From Power Query, use a DAX expression to add columns to the Orders table to calculate the calendar quarter of the OrderDate column, the calendar month of the OrderDate column, the calendar quarter of the ShippedDate column, and the calendar month of the ShippedDate column.

From Power Query, add columns to the Orders table to calculate the calendar quarter and the calendar month of the OrderDate column.

From Power Bl Desktop, use the Auto date/time option when creating the reports.

From Power Query, add a date table. Create an active relationship to the OrderDate column in the Orders table and an inactive relationship to the ShippedDate column in the Orders table.

27. HOTSPOT

You need to create the Top Customers report.

Which type of filter should you use, and at which level should you apply the filter? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

28. You need to create the dataset.

Which dataset mode should you use?

DirectQuery

Import

Live connection

Composite

29. You need to configure access for the sales department users. The solution must me meet the security requirements.

What should you do?

Add the sales department as a member of the reports workspace

Add the Azure Active Directory group of the sales department as an Admin of the reports workspace.

Distribute an app to the users in the Azure Active Directory group of the sales department.

Share each report to the Azure Active Directory group of the sales department.

30. HOTSPOT

You need to design the data model and the relationships for the Customer Details worksheet and the Orders table by using Power BI. The solution must meet the report requirements.

For each of the following statement, select Yes if the statement is true, Otherwise, select No. NOTE: Each correct selection is worth one point.

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31. Topic 4, Misc. Questions

In the Power BI service, you create an app workplace that contains several dashboards.

You need to provide a user named [email protected] with the ability to edit and publish dashboards.

What should you do?

Modify the members of the app workspace.

Configure security for the dataset used by the app.

Share the dashboard, and then modify the Access settings of the dashboard.

From the app workspace, click Update app, and then configure the Access settings.

32. You create a dashboard by using the Microsoft Power Bl Service. The dashboard contains a card visual that shows total sales from the current year. You grant users access to the dashboard by using the viewer role on the workspace. A user wants to receive daily notifications of the number shown on the card visual. You need to automate the notifications.

What should you do?

Share the dashboard to the user.

Create a subscription.

Create a data alert.

Tag the user in a comment.

33. You have multiple dashboards.

You need to ensure that when users browse the available dashboards from powerbi.com, they can see which dashboards contain Personally Identifiable Information (PII). The solution must minimize configuration effort and impact on the dashboard design.

What should you use?

comments

tiles

Microsoft Information Protection sensitivity labels

Active Directory groups

34. HOTSPOT

You are building a financial report by using Power BI.

You have a table named financials that contains a column named Date and a column named Sales.

You need to create a measure that calculates the relative change in sales as compared to the previous quarter.

How should you complete the measure? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

35. You have four sales regions. Each region has multiple sales managers.

You implement row-level security (RLS) in a data model. You assign the relevant distribution lists to each role.

You have sales reports that enable analysis by region. The sales managers can view the sales records of their region. The sales managers are prevented from viewing records from other regions.

A sales manager changes to a different region.

You need to ensure that the sales manager can see the correct sales data.

What should you do?

From Microsoft Power Bl Desktop, edit the Row-Level Security setting for the reports.

Change the Microsoft Power Bl license type of the sales manager.

Manage the permissions of the underlying dataset

Request that the sales manager be added to the correct Azure Active Directory group.

36. You are developing a report page. Some users will navigate the report by using a keyboard, and some users will consume the report by using a screen reader. You need to ensure that the users can consume the content on a report page in a logical order.

What should you configure in Microsoft Power Bl Desktop?

the bookmark order

the layer order

the tab order

the X position

37. HOTSPOT

You are creating a Microsoft Power Bl model that has two tables named CityData and Sales.

CityData contains only the data shown in the following table.

Sales contains only the data shown in the following table.

For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.

38. You need to create a visualization that compares revenue and cost over time.

Which type of visualization should you use?

stacked area chart

donut chart

line chart

waterfall chart

39. HOTSPOT

You have the Power BI data model shown in the following exhibit.

Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic. NOTE: Each correct selection is worth one point.

40. Each employee has one manager as shown in the ParentEmployeelD column, All reporting paths lead to the CEO at the top of the organizational hierarchy.

You need to create a calculated column that returns the count of levels from each employee to the CEO.

Which DAX expression should you use?

Option A

Option B

option C

Option D

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41. DRAG DROP

Exhibit:

You need to create a report that meets the requirements:

• Visualizes the Sales value over a period of years and months

• Adds a Slicer for the month

• Adds a Slicer for the year

Which three actions Should you perform in sequence?

42. You have a Power BI report named Report' and a dashboard named Dashboard'. Report1 contains a line chart named Sales by month.

You pin the Sales by month visual to Dashboard1.

In Report1, you change the Sales by month visual to a bar chart.

You need to ensure that the bar chart displays on Dashboard',

What should you do?

Refresh the dataset used by Report1 and Dashboard1.

Select Refresh visuals for Dashboard1.

Edit the details for the dashboard tile Of Dashboar1.

Pin the Sales by month bar chart to Dashboard1.

43. Your company has training videos that are published to Microsoft Stream.

You need to surface the videos directly in a Microsoft Power BI dashboard.

Which type of tile should you add?

video

custom streaming data

text box

web content

44. DRAG DROP

You build a report about warehouse inventory data. The dataset has more than 10 million product records from 200 warehouses worldwide.

You have a table named Products that contains the columns shown in the following table.

Warehouse managers report that it is difficult to use the report because the report uses only the product name in tables and visuals. The product name is contained within the ProductDescription column and is always the fourth value.

You need to modify the report to support the warehouse managers requirement to explore inventory levels at different levels of the product hierarchy. The solution must minimize the model size.

Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

45. You have a custom connector that returns ID, From, To, Subject, Body, and Has Attachments for every email sent during the past year. More than 10 million records are returned.

You build a report analyzing the internal networks of employees based on whom they send emails to.

You need to prevent report recipients from reading the analyzed emails. The solution must minimize the model size.

What should you do?

Implement row-level security (RLS) so that the report recipients can only see results based on the emails they sent.

Remove the Subject and Body columns during the import.

From Model view, set the Subject and Body columns to Hidden.

46. You have a dashboard that contains tiles pinned from a single report as shown in the Original Dashboard exhibit. (Click the Original Dashboard tab.)

You need to modify the dashboard to appear as shown in the Modified Dashboard exhibit. (Click the Modified Dashboard tab.)

What should you do?

Edit the details of each tile.

Change the report theme.

Change the dashboard theme.

Create a custom CSS file.

47. For the sales department at your company, you publish a Power Bl report that imports data from a Microsoft Excel We located in a Microsoft SharePoint folder. The data model contains several measures You need to create a Power Bl report from the existing data. The solution must minimize development effort.

Which type ol data source should you use?

a SharePoint folder

Power Bl dataflows

an Excel workbook

Power Bl dataset

48. What should you create to meet the reporting requirements of the sales department?

Option A

Option B

option C

Option D

49. You have a Power B1 report that contains three pages named Page1, Page2, and Page3. All the pages have the same slicers. You need to ensure that all the filters applied to Page1 apply to Page1 and Page3 only.

What should you do?

Sync the slicers on Page1 and Page3

On each page, modify the interactions of the slicer.

Enable visibility of the slicers on Page1 and Page3. Disable visibility of the slicer on Page2.

50. You attempt to connect Purer 81 Desktop to a Cassandra database.

From the Get Data connector list you discover that there is no specific connector for the Cassandra database,

You need to select an alternate data connector that will connect to the database.

Which of connector should you choose?

Microsoft SQL Server database

ODBC

OData

OLE DB

Page 6 of 10

51. CORRECT TEXT

You need to create a relationship in the dataset for RLS.

What should you do? To answer select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

52. You have a CSV file that contains user complaints. The file contains a column named Logged logged contains the date and time each complaint occurred. The data in Logged is m the following format: 2018-12-31 at 08:59.

You need to be able to analyze the complaints by the logged date and use a built-in date hierarchy.

What should you do?

Create a column by example that starts with 2018-12-31.

Create a column by example that starts with 2018-12-31 and set the data type of the new column to Date

Apply the parse function from the Date transformations options to the Logged column.

Add a conditional column that outputs 2018 if the Logged column starts with 2018 and set the data type of the new column to Whole Number.

53. CORRECT TEXT

You need to create a measure that will return the percentage of late orders.

How should you complete the DAX expression? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

54. You have more than 100 published datasets.

Ten of the datasets were verified to meet your corporate quality standards.

You need to ensure that the 10 verified datasets appear at the top of the list of published datasets whenever users search for existing datasets.

What should you do?

Publish the datasets in an app.

Promote the datasets.

Feature the dataset on the home page.

Certify the datasets.

55. HOTSPOT

You have a dataset that has the permissions shown in the following exhibit.

Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic. NOTE: Each correct selection is worth one point.

56. You have a Power Bl report

You have a table named Dalai that contains 10 million rows.

Data is used in the following visuals:

• A card that shows the number of records

• A bar chart that snows total transaction amount by territory

• A scatter plot that shows transaction amount and profit amount on the axes and points colored by territory

You need to modify the scatter plot to make it easier for users to identify meaningful patterns. The solution must not affect the accuracy of the other visuals.

What should you do?

Apply a row filter to the Dalai query in Power Query Editor.

Add a trend line to the scatter plot

Enable high-density sampling on the scatter plot

Add a count field of the transaction amount to the size bucket of the scatter plot

57. You have a Power BI dashboard that displays different visualizations of company sales.

You enable Q&A on the dashboard.

You need to provide users with sample questions that they can ask when using Q&A.

Which settings should you modify from the Power BI Settings?

Subscriptions

Dashboards

Datasets

Workbooks

58. DRAG DROP

You have a folder that contains 100 CSV files.

You need to make the file metadata available as a single dataset by using Power Bi. The solution must NOT store the data of the CSV files.

Which three actions should you perform in sequence? To answer, mow the appropriate actions from the list of actions to the answer area and arrange them m the correct order. NOTE; More than one order of answer choices is correct. You will receive credit for any of the correct orders you select.

59. You import two Microsoft Excel tables named Customer and Address into Power Query.

Customer contains the following columns:

✑ Customer ID

✑ Customer Name

✑ Phone

✑ Email Address

✑ Address ID

Address contains the following columns:

✑ Address ID

✑ Address Line 1

✑ Address Line 2

✑ City

✑ State/Region

✑ Country

✑ Postal Code

The Customer ID and Address ID columns represent unique rows.

You need to create a query that has one row per customer. Each row must contain City, State/Region, and Country for each customer.

What should you do?

Merge the Customer and Address tables.

Transpose the Customer and Address tables.

Group the Customer and Address tables by the Address ID column.

Append the Customer and Address tables.

60. You have a Microsoft SharePoint Online site that contains several document libraries. One of the document libraries contains manufacturing reports saved as Microsoft Excel files. All the manufacturing reports have the same data structure.

You need to load only the manufacturing reports to a table for analysis.

What should you do in Microsoft Power Bl Desktop?

Get data from a SharePoint Online folder, enter the site URL, and then select Combine & Load.

Get data from a SharePoint Online list and enter the site UR

Edit the query and filter by the path to the manufacturing reports library.

Get data from a SharePoint Online folder and enter the site UR

Edit the query and filter by the path to the manufacturing reports library.

Get data from a SharePoint Online list, enter the site URL, and then select Combine & Load.

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61. HOTSPOT

You have a table that contains a column named Phone.

The following is a sample of the data in the Phone column.

You need to add a new column that contains the data in the format of nnn-nnn-nnnn.

How should you complete the Query Editor formula? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

62. Note: This question is a part of a series of questions that present the same scenario. For your convenience, the scenario is repeated in each question. Each question presents a different goal and answer choices, but the text of the scenario is exactly the same in each question in this series.

Start of repeated scenario

You have a Microsoft SQL Server database that has the tables shown in the Database Diagram exhibit. (Click the Exhibit.)

You plan to develop a Power BI model as shown in the Power BI Model exhibit. (Click the Exhibit).

You plan to use Power BI to import data from 2013 to 2015.

Product Subcategory [Subcategory] contains NULL values.

End of repeated scenario.

You implement the Power BI model.

You need to add a measure to rank total sales by product.

The results must appear as shown in the following table.

Which DAX formula should you use?

Product Ranking= RANKX (Product, [SalesAmount], , DESC, Skip)

Product Ranking= RANKX (ALL, (‘Product’), [SalesAmount], , DESC, Dense)

Product Ranking= RANKX (ALL, (‘Product’), [SalesAmount], , DESC, Skip)

Product Ranking= RANKX (ALL (‘Product’), [SalesAmount], , Asc, Dense

63. DRAG DROP

You have the Power BI data model shown in the following exhibit.

64. HOTSPOT

Your company has affiliates who help the company acquire customers.

You build a report for the affiliate managers at the company to assist them in understanding affiliate performance.

The managers request a visual showing the total sales value of the latest 50 transactions for each affiliate.

You have a data model that contains the following tables.

You need to develop a measure to support the visual.

How should you complete the DAX expression? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

65. The Sales table contains records of sales by day from the last five years up until today's date.

You plan to create a measure to return the total sales Of March 2021 when March 2022 is selected.

Which DAX expression should you use?

Option A

Option B

option C

Option D

66. You have a Power Bl workspace that contains several reports.

You need to provide a user with the ability to create a dashboard that will use the visuals from the reports.

What should you do?

Grant the Read permission for the datasets to the user.

Add the user as a Viewer of the workspace.

Share the reports with the user.

Create a row-level security (RLS) role and add the user to the role.

Add the user as a member of the workspace.

67. You need to provide a user with the ability to add members to a workspace. The solution must use the principle of least privilege.

Which role should you assign to the user?

Viewer

Contributor

Member

Admin

68. You are building a Power BI report to analyze customer segments.

You need to identify customer segments dynamically based on the Bounce Rate across

dimensions such as source, geography, and demographics. The solution must minimize analysis effort.

Which type of visualization should you use?

decomposition tree

funnel chart

Q&A

key influencers

69. You have a Power BI report that contains four pages.

All the pages contain a slicer for a field named Country,

You need to ensure that when a user selects a county on page l, the selection is retained on page 2 and page 3. The solution must prevent page 4 from being affected by selections on the other pages,

What should you do?

Remove the Country slicer from page 1, page 2, and page 3. Add the Country field to the report-level filters.

Remove the Country slicer from page 1, page 2, and page 3. Add the Country field to the page-level filters.

Sync the Country slicer on page 1, page 2, and page 3,

Move the Country slicer from page 2 and page 3 to page 1.

70. You have an app workspace named Retail Analysis in the Power BI service.

You need manage the members that have access to the app workspace.

What should you do?

From the Power BI Admin portal, click Usage metrics.

From the Office 365 Admin center, click Users.

From the Office 365 Admin center, click Groups.

From the Power BI Admin portal, click Tenant settings.

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71. You have a Power BI workspace named BI Data that contains a dataset named BI Finance.

You have the Build permission for the 81 Finance dataset but you do NOT have permissions for the workspace,

You need to connect to BI Finance and create a report.

Which actions should you perform? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.

From the Power BI service, create a dataflow to the dataset by using DirectQuery.

From Power BI Desktop, connect to a Dataverse data source.

From the Power BI service, create a new report and select a published dataset

From Power Bl Desktop, connect to a shared dataset

72. You are developing a sales report that will have multiple pages. Each page will answer a different business question.

You plan to have a menu page that will show all the business questions.

You need to ensure that users can click each business question and be directed to the page where the question is answered. The solution must ensure that the menu page will work when deployed to any workspace.

What should you include on the menu page?

Create a text box for each business question and insert a link.

Create a button for each business question and set the action type to Bookmark.

Create a Power Apps visual that contains a drop-down list. The drop-down list will contain the business questions.

73. You create a report by using Microsoft Power BI Desktop.

The report uses data from a Microsoft SQL Server Analysis Services (SSAS) cube located on your company’s internal network.

You plan to publish the report to the Power BI Service.

What should you implement ta ensure that users who consume the report from the Power BI Service have the most up-to-date data from the cube?

a subscription

a scheduled refresh of the dataset

an OData feed

an On-premises data gateway

74. You need to create a visual that enables the adhoc exploration of data as shown in the following exhibit.

Which type of visual should you use?

Q&A

decomposition tree

smart narrative

key influencers

75. You have the dataset shown in the following exhibit.

You need to ensure that the visual shows only the 10 cities that have the highest sales profit.

What should you do?

Add a Top N filter to the visual.

Configure the Sales Profit measure to use the RANKX function.

Add a calculated column to the table that uses the TOPN function. In the visual, replace Sales Profit with the calculated column.

Add a calculated column to the table that returns the city name if the city is in the top 10, otherwise the calculated column will return "Not in Top 10". In the visual, replace Sales Profit with the calculated column.

76. You have a report that contains four pages. Each page contains slicers for the same four fields. Users report that when they select values on a slicer on one page, the visuals are not updated on all the pages. You need to recommend a solution to ensure that users can select a value once to filter the results on all the pages.

What are two possible recommendations to achieve this goal? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.

Sync the slicers across the pages.

Replace the slicers with page-level filters.

Replace the slicers with visual-level filters.

Create a bookmark for each slicer value.

Replace the slicers with report-level filters.

77. You have a report that contains a bar chart and a column chart. The bar chart shows customer count by customer segment. The column chart shows sales by month.

You need to ensure that when a segment is selected in the bar chart, you see which portion of the total sales for the month belongs to the customer segment.

How should the visual interactions be set on the column chart when the bar chart is selected?

no impact

highlight

filter

78. You have a Power Bl report for the marketing department.

The report reports on web traffic to a blog and contains data from the following tables.

There is a one-to-many relationship from Posts to Traffic that uses the URL and URL Visited columns.

The report contains the visuals shown in the following table.

The dataset takes a long time to refresh.

You need to modify Posts and Traffic queries to reduce toad times.

Which two actions will reduce the toad times? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

Remove the rows m Traffic in which Traffic [Referring URL] does not start with "/"

Remove the rows in Posts in which Post [Publish Date] is in the last seven days.

Remove Traffic [IP Address], Traffic (Browser Agent], and Traffic [Referring URL).

Remove Posts [Full Text] and Posts [Summary].

Remove the rows in Traffic in which Traffic [URL visited] does not contain "blog''

79. HOTSPOT

You have an API that returns more than 100 columns.

The following is a sample of column names.

✑ client_notified_timestamp

✑ client_notified_source

✑ client_notified_sourceid

✑ client_notified_value

✑ client_responded_timestamp

✑ client_responded_source

✑ client_responded_sourceid

✑ client_responded_value

You plan to include only a subset of the returned columns.

You need to remove any columns that have a suffix of sourceid.

How should you complete the Power Query M code? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

80. Your company plans to completely separate development and production assets such as datasets, reports, and dashboards in Microsoft Power Bl.

You need to recommend an application lifecycle strategy. The solution must minimize maintenance to update access and prevent end users from viewing the development assets.

What should you recommend?

Create production reports in a separate workspace that uses a shared dataset from the development workspace. Grant the end users access to the production workspace.

In the same workspace, create separate copies of the assets and append DEV to the names of the copied assets. Grant the end users access to the workspace.

Create separate workspaces for development and production. Grant the end users access to the production workspace.

Create one workspace for development. From the workspace, publish an app for production.

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81. HOTSPOT

You have a dataset named Pens that contains the following columns:

✑ Unit Price

✑ Quantity Ordered

You need to create a visualization that shows the relationship between Unit Price and Quantity Ordered. The solution must highlight orders that have a similar unit price and ordered quantity.

Which type of visualization and which feature should you use? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

82. CORRECT TEXT

You have a Power Bl visual that uses indicators to show values that are out of range as shown in the following exhibit.

83. HOTSPOT

You are creating a Microsoft Power Bl imported data model to perform basket analysis. The goal of the analysis is to identify which products are usually bought together in the same transaction across and within sales territories.

You import a fact table named Sales as shown in the exhibit. (Click the Exhibit tab.)

The related dimension tables are imported into the model.

For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.

84. Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.

After you answer a question in this scenario, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.

You have several reports and dashboards in a workspace.

You need to grant all organizational users read access to a dashboard and several reports.

Solution: You assign all the users the Viewer role to the workspace.

Does this meet the goal?

Yes

85. You have a PBiX file that imports several tables from an Azure SQL database.

The data will be migrated to another Azure SQL database.

You need to change the connections in the PBIX file. The solution must minimize administrative effort.

What should you do?

From Power Query Editor, modify the source of each query.

Create a PBiT file, open the file, and change the data sources when prompted

From Power Query Editor, create new queries.

Modify the Data source settings.

86. HOTSPOT

You are profiling data by using Power Query Editor.

You have a table that contains a column named column1. Column statistics and Value distribution for column1 are shown in the following exhibit.

87. You have an on-premises Power BI Report Server.

You plan to create a report in Power BI Desktop and publish the report to the report server.

Which data source should the report use?

Microsoft Azure SQL Database

a Microsoft SQL Server database

a Microsoft SQL Server Analysis Services (SSAS) database

Microsoft Excel

88. You import two Microsoft Excel tables named Customer and Address into Power Query Customer contains the following columns:

• Customer ID

• Customer Name

• Phone

• Email Address

• Address ID

Address contains the following columns:

• Address ID

• Address Line 1

• Address Line 2

• City

• State/Region

• Country

• Postal Code

Each Customer ID represents a unique customer m the Customer table. Each Address ID represents a unique address m the Address table. You need to create a query that has one row per customer. Each row must contain City. State/Region, and Country for each customer.

What should you do?

Append the Customer and Address tables.

Transpose the Customer and Address tables.

Group the Customer and Address tables by the Address ID column.

Merge the Customer and Address tables.

89. HOTSPOT

You are using Power Bi Desktop to connect to an Azure SQL database.

The connection is configured as shown in the following exhibit.

Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic NOTE: Each correct solution is worth one point

90. You have the visual shown in the Original exhibit. {Click the Original tab.)

You need to configure the visual as shown in the Modified exhibit. (Click the Modified tab.)

What should you add to the visual?

a measure

a trendline

a forecast

an Average line

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91. You plan to use Power BI Desktop optimized for Power BI Report Server to create a report.

The report will be published to Power BI Report Server.

You need to ensure that all the visualization in the report can be consumed by users.

Which two types of visualizations should you exclude from the report? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

Funnel charts

Custom visuals

Bubble maps

Breadcrumbs

R visuals

92. You have a Power Bl report hosted on powerbi.com that displays expenses by department for department managers.

The report contains a line chart that shows expenses by month.

You need to enable users to choose between viewing the report as a line chart or a column chart. The solution must minimize development and maintenance effort.

What should you do?

Add a column chart, a bookmark, and a button for users to choose a visual.

Create a mobile report that contains a column chart.

Create a separate report page for users to view the column chart.

Enable report readers to personalize visuals.

Check Microsoft PL-300 Sample Questions Before Download The Updated PL-300 Dumps

Check Microsoft PL-300 Sample Questions Before Download The Updated PL-300 Dumps

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