Data Visualization Basics
Visualizing data is a crucial part of exploratory data analysis. It allows us to see patterns and relationships that might not be apparent from summary statistics alone. In this section, we’ll create some basic visualizations of our ice cream data.
8. Create a visualization that shows the ice cream flavours with their ratings
Create a basic bar chart showing ice cream flavors and their ratings:
This chart is a good start, but we can improve it by ordering the flavors from highest to lowest rating. We’ll use the reorder() function to do this.
Create an ordered bar chart of ice cream flavors and their ratings:
Now let’s create a similar visualization for the prices of our ice cream flavors.
Create an ordered bar chart of ice cream flavors and their prices:
These visualizations give us a clear picture of how our ice cream flavors compare in terms of ratings and prices. In the next section, we’ll start exploring our sales data.