Visualizing Sales Data
Now that we’ve analyzed our sales data, let’s create some visualizations to better understand the patterns and trends.
13. Visualize total sales per month
Exercise 5.1: Monthly Sales Bar Chart
Let’s create a bar chart showing total sales for each month:
Monthly Sales Bar Chart
14. Visualize total sales per month by region
Exercise 5.2: Monthly Sales by Region
Now, let’s create a faceted bar chart showing total sales for each month, separated by region:
Monthly Sales by Region
15. Visualize total sales per month by ice cream flavor
Exercise 5.3: Monthly Sales by Flavor
Finally, let’s create a stacked bar chart showing total sales for each month, separated by ice cream flavor:
Monthly Sales by Ice Cream Flavor
These visualizations provide a clear picture of our sales trends across different dimensions (time, region, and flavor). In the next section, we’ll dive deeper into the data to calculate and analyze profits.