Data Correlation Visualization in Power BI: A Comprehensive Guide to Charts and Graphs

Exploring different chart types to plot correlated variables.

Photo by Mel Poole on Unsplash

In any data analysis-related project, data visualization plays an important role.

There is no doubt that data visualization helps to communicate complex information in a way so that you can make better decisions, identify potential problems and provide insights to others more effectively.

There are many ways to find out the correlation among different variables.

In this blog, you will learn how many chart types are available to explore the relationships between two or more variables.

I am using Microsoft Power BI as a visualization tool.

And you will explore and learn the below chart formats.

1. Scatter Plot
2. Bubble Plot
3. Heatmap
4. Combo chart

Let’s start.

Scatter Plot

If you must display the relationship between two numeric variables, then you can consider a scatter plot. It defines the correlation between variables.