Python 文档 – Seaborn (Part 1)

Introduction to Seaborn

Seaborn is a Python data visualization library based on matplotlib. It provides a high-level interface for drawing attractive and informative statistical graphics.

How Seaborn works with matplotlib

How Seaborn works with pandas

KDE plot

Kernel Density Estimation

How KDE formualted 

Basic Usage of KDE

Univariate KDE

Parameters

Bivariate KDE Plot

e.g. contours

Example

Dist plot

First taste

Parameters

Fit

with norm

with skewnorm

Hist_kws

Kde_kws

rug_kws

Box plot

Methodology: Display the data in summarized metrics

Output

Example

Verification

Categorize for box plot