Python Seaborn Library

Meet Seaborn

seaborn.pydata.org

seaborn tutorial

seaborn gallery

import seaborn as sns

Why Seaborn

Compliments and extend matplotlib

Work with NumPy, Pandas data frames

Makes default parameters in matplotlib easy

Built-in themes for data analysis and machine learning algorithms

Matplotlib vs Seaborn

Matplotlib

import matplotlib.pyplot as plt
import pandas as pd

fg, ax = plt.subplots()
mydt = pd.read_csv("https://path/to/data.csv")

ax.violinplot(mydt["axi_label"], vert=False)
plt.show()

Seaborn

# Import the necessary libraries
import matplotlib.pyplot as plt
import seaborn as sns

mydt = sns.load_dataset("data")

sns.violinplot(x = "axi_label", data=mydt)
plt.show()