Dive into deeper exploratory data analysis with the diamonds dataset. Learn to create visualizations that help uncover intricate patterns within the data.
Overview
Syllabus
- Lesson 1: Analyzing Diamond Prices with Box Plots
- Adjust Box Plot Settings
- Debug the Box Plot Code
- Create a Box Plot
- Customizing a Box Plot
- Create a Diamond Price Box Plot from Scratch
- Lesson 2: Using Scatter Plots
- Adjust Plot Transparency
- Fix Scatter Plot Error
- Scatter Plot Customization with Seaborn
- Customize the Scatter Plot
- Create a Diamond Price Plot
- Lesson 3: An Introduction to Violin Plots
- Change the Y-Axis to Depth
- Fix the Violin Plot Errors
- Complete the Violin Plot Code
- Creating a Violin Plot with Inner Quartiles
- Create a Customized Violin Plot from Scratch
- Lesson 4: Creating Strip Plots
- Add Hue to Strip Plot
- Fixing Common Strip Plot Errors
- Customizing the Strip Plot
- Creating a Strip Plot
- Creating a Strip Plot
- Lesson 5: Enhancing Data Insights with Overlaid Pairplots
- Exploring Diamonds with Pairplot
- Fix Common Pairplot Errors
- Pairplot Magic with Diamonds Dataset
- Creating Insightful Pairplots in Seaborn
- Creating Pairplots from Scratch
