The Data Visualization Workshop

6. Making Things Interactive with Bokeh

5. Plotting Geospatial Data

4. Simplifying Visualizations Using Seaborn

3. A Deep Dive into Matplotlib

2. All You Need to Know about Plots

1. The Importance of Data Visualization and Data Exploration

Appendix

Summary

Introduction

7. Combining What We Have Learned

Summary

Adding Widgets

Basic Plotting

Introduction

6. Making Things Interactive with Bokeh

Summary

Custom Layers

Tile Providers

Geospatial Visualizations

Introduction

5. Plotting Geospatial Data

Summary

Squarify

Regression Plots

Multi-Plots in Seaborn

Advanced Plots in Seaborn

Color Palettes

Controlling Figure Aesthetics

Introduction

4. Simplifying Visualizations Using Seaborn

Summary

Writing Mathematical Expressions

Images

Layouts

Basic Plots

Basic Text and Legend Functions

Pyplot Basics

Overview of Plots in Matplotlib

Introduction

3. A Deep Dive into Matplotlib

Summary

What Makes a Good Visualization?

Geoplots

Distribution Plots

Composition Plots

Relation Plots

Comparison Plots

Introduction

2. All You Need to Know about Plots

Summary

pandas

NumPy

Overview of Statistics

Introduction

1. The Importance of Data Visualization and Data Exploration

Preface

版权信息

封面

封面

版权信息

Preface

1. The Importance of Data Visualization and Data Exploration

Introduction

Overview of Statistics

NumPy

pandas

Summary

2. All You Need to Know about Plots

Introduction

Comparison Plots

Relation Plots

Composition Plots

Distribution Plots

Geoplots

What Makes a Good Visualization?

Summary

3. A Deep Dive into Matplotlib

Introduction

Overview of Plots in Matplotlib

Pyplot Basics

Basic Text and Legend Functions

Basic Plots

Layouts

Images

Writing Mathematical Expressions

Summary

4. Simplifying Visualizations Using Seaborn

Introduction

Controlling Figure Aesthetics

Color Palettes

Advanced Plots in Seaborn

Multi-Plots in Seaborn

Regression Plots

Squarify

Summary

5. Plotting Geospatial Data

Introduction

Geospatial Visualizations

Tile Providers

Custom Layers

Summary

6. Making Things Interactive with Bokeh

Introduction

Basic Plotting

Adding Widgets

Summary

7. Combining What We Have Learned

Introduction

Summary

Appendix

1. The Importance of Data Visualization and Data Exploration

2. All You Need to Know about Plots

3. A Deep Dive into Matplotlib

4. Simplifying Visualizations Using Seaborn

5. Plotting Geospatial Data

6. Making Things Interactive with Bokeh