- Seaborn Introduction
- Tips Dataset in Seaborn
- Seaborn Style and Color
The seaborn library of Python has a built-in dataset that a data professional can easily use to learn their data presentation craft. I created a project called Tips Dataset in Seaborn in Jupyter Notebook.
You can get the scatterplot for the tips dataset over here.
import pandas as pd import matplotlib.pyplot as plt import seaborn as sns tips = sns.load_dataset("tips") tips.head()
Here below is the screenshot of what that looks like.
plt.figure(figsize =(3, 3)) sns.scatterplot(data=tips, x="total_bill", y="tip", hue="time", alpha=0.5) # notice that the legend is done automatically for us
plt.figure(figsize =(4, 4)) sns.scatterplot(data=tips, x="total_bill", y="tip", hue="day", style="time")
Seaborn Style and Color
At the seaborn website there is an article called Controlling Figure Aesthetics. There is another article called Choosing Color Palettes.
The geeksforgeeks.org website covers style and color in seaborn and it uses the Tips dataset to illustrate some features. The article is called Seaborn | Style And Color.