When I create visualizations, I usually start by understanding the data and defining the goals of the visualization. Then, I clean and preprocess the data to make it suitable for visualization. After that, I select the appropriate type of visualization based on the data and the goals. Finally, I customize and refine the visualization for better clarity and aesthetics.