Power Query is an essential tool for data transformation in Excel and Power BI, and at its core lies M Language. This powerful, functional programming language allows users to perform advanced transformations, automate workflows, and create custom queries.
In this guide, we’ll explore M Language basics, its syntax, and how you can leverage it to enhance Power Query operations.
1. What is M Language?
M Language is the scripting language used in Power Query for data transformation and manipulation. It enables users to: ✅ Automate complex data cleansing and transformation tasks.
✅ Perform operations that are not possible through the Power Query UI alone.
✅ Optimize queries for better performance and scalability.
Unlike DAX, which is used for calculations and measures in Power BI, M Language is designed for data extraction and transformation.
2. Understanding M Language Syntax
M is a case-sensitive language and follows a functional approach. Let’s break down its key components:
A. Basic Structure of an M Query
let
Source = Excel.CurrentWorkbook(){[Name="SalesData"]}[Content],
FilteredRows = Table.SelectRows(Source, each [Sales] > 5000),
SortedData = Table.Sort(FilteredRows,{{"Sales", Order.Descending}})
in
SortedData
Explanation:
let
– Defines variables and transformation steps.Source
– Loads data from an Excel table named “SalesData”.FilteredRows
– Filters records whereSales > 5000
.SortedData
– Sorts the filtered results bySales
in descending order.in
– Returns the final output.
B. Key Functions in M Language
Function | Description |
---|---|
Text.Combine() | Joins multiple text values into a single string. |
Date.AddDays() | Adds days to a given date field. |
Table.SelectRows() | Filters rows in a table. |
Table.Sort() | Sorts data based on a specific column. |
Record.FieldValues() | Extracts values from a record. |
3. Working with M Language in Power Query
A. Editing M Code in Power Query
- Open Power Query Editor in Excel or Power BI.
- Click on Advanced Editor.
- Modify or write your M query.
- Click Done to apply the changes.
B. Creating Custom Columns with M Language
You can create a new column using M functions:
Table.AddColumn(Source, "DiscountedPrice", each [Price] * 0.9)
This applies a 10% discount to the Price
column.
4. Best Practices for Writing M Code
📌 Use meaningful variable names to improve code readability.
📌 Filter data as early as possible to enhance performance.
📌 Modularize queries by breaking them into smaller steps.
📌 Document your code using comments (// This is a comment
).
Conclusion
✅ M Language is the backbone of Power Query, enabling advanced data transformation and automation.
✅ It follows a functional programming approach, making it flexible and powerful.
✅ Mastering M Language helps in optimizing queries and unlocking full Power Query potential.