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.
Related Websites
Accounting AI software for faster invoice processing
Accounting AI software for faster invoice processingTransform invoice processing and enhance PO matching with Vic.ai's autonomous accounting solutions. Our platform offers robust AI capabilities, ensuring accuracy and speed in your financial operations and elevating your accounts payable process.
79.80 K
![AI-Based Test Automation Tool [2024] - testRigor Software Testing](https://static.right-ai.com/tools/2024/7/24/testrigor-com-thumbnail-1721853975.png "AI-Based Test Automation Tool [2024] - testRigor Software Testing")
AI-Based Test Automation Tool [2024] - testRigor Software Testing
AI-Based Test Automation Tool [2024] - testRigor Software TestingTest automation tool - testRigor. Automated software testing for end-to-end test cases using plain English. Looking for software testing tools? Contact us now!
197.24 K
Focus on completing your tasks while BeforeSunset AI plans the ideal schedule for you. Daily planning has never been simpler.
76.01 K
Ever feel like you spend more time managing spreadsheets than actually using them to get things done? Bricks AI spreadsheet does the work for you. No more formulas. No more hours of data cleanup — just answers. And best of all, it's free to use.
705.85 K
DisputePanda is an AI-powered Credit Repair Software that delivers a completely new experience and revolutionizes the way you serve clients.
8.49 K
Alter: The seamless AI that enhances your Mac. Bypass the chat, perform instant actions across all applications. Boost your productivity by 10 times with full privacy control.
19.74 K
Boost SEO with AlphaRank: One-Click for SEO Content by Unique Algorithm
Boost SEO with AlphaRank: One-Click for SEO Content by Unique AlgorithmBoost SEO with AlphaRank - the leading tool that merges our exclusive algorithms and GPT-4 TURBO for unmatched results. Provides over 100M keyword insights and single-click SEO enhancements. Anticipate a 50%+ traffic boost, top-10 rankings, and effortless SEO management to surpass competitors.
526