Learn the most frequently asked questions on Microsoft Power BI in the job interviews in 2021 with answers
![Microsoft Power BI job interviews questions with answers Microsoft Power BI job interviews questions with answers](data:image/png;base64,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)
What feature is not available in the free version of Power BI?
- Publish content to the Power BI mobile app
- Connecting to more than one data source
- The Power Query Editor
- Creating reports with more than two visualizations
Ans: 1
What is the three-step process of data modeling in Power BI?
First, we ________ from a data source. Then, we ________ the data to how we need it, and last, we _________ the data into our Power BI data model.
- export, load, transform
- load, transform, publish
- import, transform, load
- load, transform, extract
Ans: 3
How is Power Query like the human circulatory system? Check all that apply.
- consumes data from external data sources
- connects automatically to CSV files
- loads enriched data into data model
- generates new data with synced files
- creates data visualizations automatically
- transforms and enriches data
Ans: 1,3,6
You can manipulate datasets using Python or R in Power Query.
- True
- False
Ans: 1
Once you make a change to your dataset in PowerQuery, you do not have the ability to view how the dataset looked prior to that transformation.
- True
- False
Ans: 2
Which of the following terms describes a connection to a data source for the purpose of gathering information?
- CSV file
- Promoted Headers
- Query
- Query Settings
- None of these
Ans: 3
Select each of the following functions which can you perform in Power Query. Check all that apply.
- Remove columns
- Build visualizations
- Rename columns
- Perform calculations
- View all transformations
Ans: 1,3,4,5
We must click "Close & Apply" to leave Power Query and return to Power BI Desktop
- True
- False
Ans: 1
Power BI visualizations are only interactive once we enable the feature in Power BI Desktop.
- True
- False
Ans: 2, Most visualizations are interactive by default in Power BI, and we do not have to take any extra steps for it.
To create a new visualization, we must click out of an already selected chart before selecting a new chart.
- True
- False
Ans: 1, If we keep a chart selected and attempt to add a new chart, it will change the selected chart into the new chart we have clicked. To avoid this, it is very important to learn to first UN-SELECT the chart we are working in before adding a new chart to the report canvas.
Which of the following is not a correct way to add a field to a visualization?
- Drag and drop from fields pane onto the visualizations pane
- Click the field's checkbox in the fields pane
- Double-click the field in the fields pane
- Drag and drop from fields pane onto the visualization in the report body
Ans: 3
What are three types of filters?- Visual-level filters
- Table-level filters
- Page-level filters
- Report-level filters
- Column-level filters
Ans: 1, 3, 4
__________ is a special kind of filter that allows us to filter a visual to just the top or bottom-ranked values based on a particular measure.- Visual-level filter
- Top N filter
- Filters pane
- Basic filtering
- Report-level filter
Ans: 2
In Power BI, the _______ icon locks a filter, so no one can change it when they run the report, and the _______ icon hides the filter completely, so no one can see it in the Filters pane when they run the report.
- key, glasses
- padlock, eyeball
- door, globe
Ans: 2
What is the difference between a slicer and a filter?- Slicers have three scopes: visual-level, page-level, and report-level
- A slicer puts a filter directly on your report page without using the filters pane
- Filters can only function as on-page filter controls
- None of the above
- All of the above
Ans: 2
True or False: You can configure slicers so they only affect particular visuals on a page.
- True
- False
Ans: 1
What option allows us to view a visual's data in an Excel or CSV file?- More Options
- Close & Apply
- Export Data
- Back to report
- Show Data
Ans: 3
The Merge Columns option gives you several methods for taking an
existing column of data and breaking it out into two or more columns.- True
- False
Ans: 2
Which of the following is not a use for the Column Profiler?
- You want to see which value occurs most in the column.
- You want to substitute new data in the column.
- You want to see how many empty cells exist in the column.
- You want to see if there are any errors in the column.
Ans: 2
Which join type would we use in a Merge Queries transformation if we
wanted to keep only those records that exist in both the left and right
table?- Left outer
- Inner join
- Left Anti
- Right Anti
Ans: 2
True or False: Data profiling is the process of examining our data and summarizing information about it.
- True
- False
Ans: 1
Which of the following is NOT a correct reason to create an Index Column?
- To create a key that can be used to join two tables together
- To act as unique identifier for each record in our table
- To establish a date hierarchy
Ans: 3
The __________________ option in Power BI by default breaks down a column of dates into its individual components, making it easy to aggregate values at different periods.
- split date
- date hierarchy
- format date
- date table
Ans: 2
How did we get a count of the number of unique items in our data model?
- Use the DIVIDE function in DAX with the ShotID column
- Use the Dropdown feature in our slicer
- Use the DISTINCTCOUNT function in DAX with the ShotID column
- Create an index column with unique identifiers
Ans: 3
Which of the following options represent good uses for a scatter chart? (may be more than one)- Plotting two measures to see how they might relate to each other
- Creating a geographic map of the data
- Ranking countries by a single measure or variable
- Plotting spatial (x,y) coordinates
Ans: 1,4