Power Query is a powerful data transformation and preparation engine developed by Microsoft. It provides a user-friendly graphical interface for connecting to various data sources, applying transformations, and loading the processed data into different destinations. Power Query simplifies the extract, transform, and load (ETL) process, making it accessible to both novice users and experienced data professionals.
What is Power Query? - Power Query | Microsoft Learn
Learn about Power Query and its capabilities for data acquisition and transformation
Power Query is a powerful data preparation tool that enables you to:
- Extract data from various sources
- Transform and clean data efficiently
- Combine data from multiple sources
Key benefits of Power Query:
1. User-friendly interface for data manipulation
2. Supports a wide range of data sources
3. Automates repetitive data tasks
4. Enhances data quality and consistency
5. Integrates seamlessly with other Microsoft tools
Power Query helps streamline your data processes, saving time and improving accuracy in data analysis.
Introduction
Feature
Connectivity and Data Sources
- Connects to a wide range of data sources
- Supports Microsoft Azure Data Lake Storage, Dataverse, Excel, and Power BI
- Offers consistent experience across different data sources
Power Query Editor
- Interactive and intuitive interface for building queries
- Provides hundreds of prebuilt transformation functions
- Enables creation of repeatable data preparation processes
- Handles data of any size, velocity, and variety
Transformation Capabilities
- Simple transformations: Remove columns, filter rows
- Common transformations: Use first row as header
- Advanced transformations: Merge, append, group by, pivot, unpivot
- Automatically generates M code for transformations
Power Query Experiences
- Power Query Online: Available in Power BI dataflows, Microsoft Power Platform dataflows, Azure Data Factory
- Power Query for Desktop: Found in Excel and Power BI Desktop
Dataflows
- Product-agnostic cloud version of Power Query
- Stores transformed data in Dataverse or Azure Data Lake Storage
- Enables use of transformed data across multiple products and services
Power Query M Formula Language
- Underlying scripting language for advanced transformations
- Accessible through the Advanced Editor
- Allows fine-tuning of functions and transformations
Availability in Microsoft Products
| Product | M engine | Power Query Desktop | Power Query Online | Dataflows |
|---|---|---|---|---|
| Excel for Windows | Yes | Yes | No | No |
| Excel for Mac | Yes | Yes | No | No |
| Power BI | Yes | Yes | Yes | Yes |
| Power Apps | Yes | No | Yes | Yes |
| Power Automate | Yes | No | Yes | No |
| Azure Data Factory | Yes | No | Yes | Yes |
| SQL Server Integration Services | Yes | No | No | No |
| Dynamics 365 Customer Insights | Yes | No | Yes | Yes |
FAQ
Do I need to know how to code to use Power Query?
No, the graphical interface allows you to perform most transformations without coding. However, knowledge of M language can be helpful for advanced scenarios.
Can Power Query handle large datasets?
Yes, Power Query is designed to work with data of any size and offers options to filter and transform data to manageable sizes.
Is Power Query available in all versions of Excel?
Power Query is available in Excel for Windows and Mac, but features may vary between versions.
Can I share my Power Query transformations with others?
Yes, you can share queries in various ways depending on the product you're using. For example, in Power BI, you can share dataflows.
How often are new features added to Power Query?
Microsoft regularly updates Power Query with new features and improvements. Check the official documentation or release notes for the latest updates.
Latest Traffic Insights
Monthly Visits
30.95 K
Bounce Rate
42.08%
Pages Per Visit
2.95
Time on Site(s)
218.60
Global Rank
-
Country Rank
-
Recent Visits
Traffic Sources
- Social Media:3.71%
- Paid Referrals:1.04%
- Email:0.18%
- Referrals:13.39%
- Search Engines:36.15%
- Direct:44.07%
Related Websites
The Best Project Management Software - Tools, Reviews and More
The Best Project Management Software - Tools, Reviews and MoreOur team is passionate about testing Project Management Software based on practical experience. Take advantage of our honest reviews, read more here!
175
Manus is a general AI agent that transforms your thoughts into actions. It excels at a variety of tasks in both work and life, accomplishing everything while you relax.
23.10 M
Digital All-in-One Planner for Productivity & Time Management | Elisi
Digital All-in-One Planner for Productivity & Time Management | ElisiElisi is a user-friendly, cross-device All-in-one Planner to help you improve personal productivity and manage your time effectively. Features include pre-templated modules in a bullet journal along with task planning, habit tracking, project management and note taking. Try Elisi on your iPhone or Android device today!
22.84 K
Machine Translation - Amazon Translate - AWS Amazon Translate is a neural machine translation service that delivers fast, high-quality, and affordable language translation. Amazon Translate allows you to localize content - such as websites and applications - for international users, and to easily translate large volumes of text efficiently. How it works 1. Input text 2. Amazon Translate 3. Output text Use cases • Multilingual user experience • Cross-lingual communication • Content analysis in multiple languages Benefits • High-quality translations • Easy to use • Cost-effective • Scalable • Secure and compliant Features • Neural machine translation • Custom terminology • Batch translation • Real-time translation • Language detection • Profanity filtering
Machine Translation - Amazon Translate - AWS Amazon Translate is a neural machine translation service that delivers fast, high-quality, and affordable language translation. Amazon Translate allows you to localize content - such as websites and applications - for international users, and to easily translate large volumes of text efficiently. How it works 1. Input text 2. Amazon Translate 3. Output text Use cases • Multilingual user experience • Cross-lingual communication • Content analysis in multiple languages Benefits • High-quality translations • Easy to use • Cost-effective • Scalable • Secure and compliant Features • Neural machine translation • Custom terminology • Batch translation • Real-time translation • Language detection • Profanity filteringAmazon Translate, a neural machine translation service, uses deep learning to deliver more accurate and natural translation than traditional algorithms.
67.08 M
Explorer is an AI-powered discovery and learning engine that delivers intelligent and relevant search results. Give it a try now!
523.10 K
Leadership Coaching App | Create Free Account Today
Leadership Coaching App | Create Free Account TodayConversational AI leadership tool that is revolutionizing leadership coaching, infinitely scalable and capable of being deployed as a leadership development tool to your entire organization
0
