JonnyCBB

#### MATPLOTLIBRC FORMAT

## This is a sample matplotlib configuration file - you can find a copy
## of it on your system in
## site-packages/matplotlib/mpl-data/matplotlibrc.  If you edit it
## there, please note that it will be overwritten in your next install.
## If you want to keep a permanent local copy that will not be
## overwritten, place it in the following location:
## unix/linux:
##      $HOME/.config/matplotlib/matplotlibrc or

JonnyCBB

import matplotlib.pyplot as plt
import seaborn as sns

tips = sns.load_dataset("tips")  # Load data

# Scatterplot with matplotlib
for is_smoker in tips.smoker.unique():
    is_smoker_data = tips.query('smoker == @is_smoker')
    plt.scatter(is_smoker_data['total_bill'], is_smoker_data['tip'], edgecolors='w', label=f'{is_smoker}')
plt.legend(title='Smoker')

JonnyCBB

import matplotlib.pyplot as plt
import seaborn as sns

tips = sns.load_dataset("tips")  # Load data

fig, axs = plt.subplots(1, 2)  # Create subplots

# Boxplot with matplotlib
tips_box = [tips.query('day == @day')['total_bill'] for day in tips.day.unique()]
axs[0].boxplot(tips_box, labels=tips.day.unique())