Data source and dataset in Power BI - Cheat Sheet & Quick Revision

Recall & Review

beginner

What is a data source in Power BI?

A data source is the original location where data is stored. It can be a file, database, or online service that Power BI connects to for importing or querying data.

beginner

Define dataset in Power BI.

A dataset is a collection of data imported or connected from one or more data sources. It is what you use to create reports and visualizations in Power BI.

intermediate

How does Power BI use a data source to create a dataset?

Power BI connects to the data source, extracts or queries the data, and then stores it as a dataset inside Power BI for analysis and visualization.

intermediate

Can a dataset in Power BI come from multiple data sources?

Yes, Power BI can combine data from multiple data sources into a single dataset using data modeling and relationships.

beginner

Why is understanding the data source important before creating a dataset?

Knowing the data source helps you understand data quality, update frequency, and structure, which affects how you prepare and use the dataset in Power BI.

What does a data source represent in Power BI?

A A chart or graph in a dashboard

B A visual report created in Power BI

C A user account in Power BI

D The original location of data like files or databases

A data source is where the data originally lives, such as a file or database.

What is a dataset in Power BI?

A A collection of data imported or connected from data sources

B A Power BI user profile

C A type of visualization

D A Power BI workspace

A dataset is the data you use in Power BI, coming from one or more data sources.

Can a Power BI dataset combine data from multiple data sources?

A Yes, datasets can combine multiple sources

B No, only one data source per dataset

C Only if the sources are the same type

D Only if the data is from Excel files

Power BI allows combining data from different sources into one dataset.

Why should you understand the data source before creating a dataset?

A To design dashboards

B To know data quality and structure

C To create new users

D To change the Power BI interface

Understanding the source helps manage data quality and how to prepare the dataset.

Which of these is NOT a typical data source for Power BI?

A Excel file

B SQL database

C Power BI report

D Online service like SharePoint

A Power BI report is created from datasets, not a data source itself.

Explain the difference between a data source and a dataset in Power BI.

Think about where data comes from versus how it is used in Power BI.

Describe why combining multiple data sources into one dataset can be useful in Power BI.

Consider how different data pieces can tell a bigger story together.

Practice

1. What is a data source in Power BI?

easy

A. The original location where data is stored before importing

B. A visual report created in Power BI

C. A chart made from data

D. A filter applied to data

Solution

1. Step 1: Understand the term 'data source'

   A data source is where data originally exists, like a database or file.

2. Step 2: Differentiate from dataset

   A dataset is the data imported into Power BI for analysis, not the original location.

3. Final Answer:

   The original location where data is stored before importing -> Option A

4. Quick Check:

   Data source = original data location [OK]

Hint: Data source is where data lives before Power BI imports it [OK]

Common Mistakes:

• Confusing data source with dataset
• Thinking data source is a report or visualization
• Mixing data source with filters

2. Which of the following is the correct way to add a new dataset in Power BI?

easy

A. Click 'Get Data' and select the data source to load data

B. Create a new report without connecting to any data

C. Use the 'Format' pane to add data

D. Right-click on a visual and select 'Add Dataset'

Solution

1. Step 1: Identify how to load data

   Power BI uses 'Get Data' to connect to data sources and load datasets.

2. Step 2: Eliminate incorrect options

   Creating reports without data or using format pane does not add datasets.

3. Final Answer:

   Click 'Get Data' and select the data source to load data -> Option A

4. Quick Check:

   Loading data = Get Data button [OK]

Hint: Use 'Get Data' to import datasets from sources [OK]

Common Mistakes:

• Trying to add data from the Format pane
• Assuming reports create datasets automatically
• Looking for dataset options in visuals

3. Consider this Power BI M code snippet to load data from a CSV file:

let
  Source = Csv.Document(File.Contents("C:\\Data\\sales.csv"),[Delimiter=",", Columns=3, Encoding=1252, QuoteStyle=QuoteStyle.None]),
  ChangedType = Table.TransformColumnTypes(Source,{{"Date", type date}, {"Sales", Int64.Type}, {"Region", type text}})
in
  ChangedType

What does the Source step represent?

medium

A. A visualization of sales data

B. The dataset after changing column types

C. The original data loaded from the CSV file

D. A filter applied to the sales data

Solution

1. Step 1: Analyze the 'Source' step

   'Source' uses Csv.Document and File.Contents to load raw data from the CSV file.

2. Step 2: Understand subsequent steps

   'ChangedType' modifies data types; 'Source' is before this, so raw data.

3. Final Answer:

   The original data loaded from the CSV file -> Option C

4. Quick Check:

   Source = raw data load step [OK]

Hint: 'Source' usually means raw data load in Power Query [OK]

Common Mistakes:

• Confusing 'Source' with transformed data
• Thinking 'Source' is a visualization
• Assuming 'Source' applies filters

4. You tried to load data from an Excel file in Power BI but got an error. Which of these is the most likely cause?

medium

A. You need to format the data as a table in Power BI

B. You forgot to create a report before loading data

C. Power BI does not support Excel files

D. The file path is incorrect or file is missing

Solution

1. Step 1: Identify common errors loading Excel data

   Incorrect file path or missing file causes load errors.

2. Step 2: Eliminate incorrect reasons

   Power BI supports Excel files; reports are created after loading data; formatting in Power BI is not required to load.

3. Final Answer:

   The file path is incorrect or file is missing -> Option D

4. Quick Check:

   File path errors cause load failures [OK]

Hint: Check file path first if data load fails [OK]

Common Mistakes:

• Thinking Power BI can't load Excel files
• Assuming report creation is needed before data load
• Believing data must be pre-formatted in Power BI

5. You want to combine sales data from two different Excel files into one dataset in Power BI. What is the best approach?

hard

A. Load both files as separate datasets and create a relationship between them

B. Use Power Query to append the two tables into a single dataset

C. Load one file and manually copy data from the other into Power BI

D. Create two reports, one for each file, and merge reports later

Solution

1. Step 1: Understand combining data sources

   Appending tables in Power Query merges data into one dataset for analysis.

2. Step 2: Evaluate other options

   Creating relationships keeps data separate; manual copying is inefficient; merging reports is not practical.

3. Final Answer:

   Use Power Query to append the two tables into a single dataset -> Option B

4. Quick Check:

   Append tables in Power Query to combine datasets [OK]

Hint: Append tables in Power Query to merge datasets [OK]

Common Mistakes:

• Using relationships instead of appending for combined data
• Copy-pasting data manually
• Merging reports instead of datasets