Matplotlib 3.0 Cookbook by Poladi, Srinivasa Rao -- Read -- Imperial Library of Trantor

Index

Title Page Copyright and Credits

Matplotlib 3.0 Cookbook

Packt Upsell

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Contributors

About the author About the reviewer Packt is searching for authors like you

Preface

Who this book is for What this book covers To get the most out of this book

Download the example code files Download the color images Conventions used

Sections

Getting ready How to do it… How it works… There's more… See also

Get in touch

Reviews

Anatomy of Matplotlib

Introduction

Architecture of Matplotlib

Backend layer Artist layer Scripting layer

Elements of a figure

Figure Axes Axis Label Legend Title Ticklabels Spines Grid

Working in interactive mode

Getting ready How to do it... How it works... There's more...

Working in non-interactive mode

How to do it... How it works...

Reading from external files and plotting

Getting ready How to do it...

Reading from a .txt file Reading from a .csv file Reading from an .xlsx file Plotting the graph

How it works...

Changing and resetting default environment variables 

Getting ready How to do it... How it works... There's more...

Getting Started with Basic Plots

Introduction Line plot

Getting ready How to do it... How it works... There's more...

Bar plot

Getting ready How to do it... How it works... There's more...

Scatter plot

Getting ready How to do it... How it works... There's more...

Bubble plot

Getting ready How to do it... How it works...

Stacked plot

Getting ready How to do it... How it works...

Pie plot

Getting ready How to do it... How it works...

Table chart

Getting ready How to do it... How it works...

Polar plot

Getting ready How to do it... How it works... There's more...

Histogram

Getting ready How to do it... How it works... There's more...

Box plot

Getting ready How to do it... How it works... There's more...

Violin plot

Getting ready How to do it... How it works...

Reading and displaying images

Getting ready How to do it... How it works...

Heatmap

Getting ready How to do it... How it works...

Hinton diagram

Getting ready How to do it... How it works...

Contour plot

Getting ready How to do it... How it works... There's more...

Triangulations

Getting ready How to do it... How it works... There's more...

Stream plot

Getting ready How to do it... How it works... There's more...

Path

Getting ready How to do it... How it works...

Plotting Multiple Charts, Subplots, and Figures

Introduction Plotting multiple graphs on the same axes

Getting ready How to do it... How it works...

Plotting subplots on the same figure

Getting ready How to do it... How it works... There's more...

Plotting multiple figures in a session

Getting ready How to do it... How it works... There's more...

Logarithmic scale

Getting ready How to do it... How it works... There's more...

Using units of measurement

Getting ready How to do it... How it works... There's more...

Developing Visualizations for Publishing Quality

Introduction Color, line style, and marker customization

Getting ready How to do it... How it works...

Working with standard colormaps

Getting ready How to do it... How it works... There's more...

User-defined colors and colormaps

Getting ready How to do it... How it works... There's more...

Working with legend

Getting ready How to do it... How it works... There's more...

Customizing labels and titles

Getting ready How to do it... How it works... There's more...

Using autoscale and axis limits

Getting ready How to do it... How it works...

Customizing ticks and ticklabels

Getting ready How to do it... How it works... There's more...

Customizing spines

Getting ready How to do it... How it works...

Twin axes

Getting ready How to do it... How it works... There's more...

Using hatch

Getting ready How to do it... How it works...

Using annotation

Getting ready How to do it... How it works...

Using style sheets

Getting ready How to do it... How it works... There's more...

Plotting with Object-Oriented API

Introduction Plotting a correlation matrix using pyplot and object-oriented APIs

Getting ready How to do it... How it works...

Plotting patches using object-oriented API

Getting ready How to do it... How it works...

Plotting collections using object-oriented API

Getting ready How to do it... How it works...

Plotting with Advanced Features

Using property cycler

Getting ready How to do it... How it works... There's more...

Using Path effects

Getting ready How to do it... How it works... There's more...

Using transforms

Transforming data co-ordinates to display co-ordinates

Getting ready How to do it... How it works... There's more...

Using axes and blended co-ordinate system transforms

Getting ready How to do it... How it works...

Taking control of axes positions

Getting ready How to do it... How it works...

GridSpec for figure layout

Using GridSpec

Getting ready How to do it... How it works... There's more...

GridSpec alignment

Getting ready How to do it... How it works ...

Constrained layout

Getting ready How to do it... How it works...

Using GridSpecFromSubplotSpec

Getting ready How to do it... How it works...

Using origin and extent for image orientation

Getting ready How to do it... How it works...

Geographical plotting using geopandas

Getting ready How to do it... How it works...

Embedding Text and Expressions

Introduction Using mathematical expressions with a font dictionary

Getting ready How to do it... How it works...

Annotating a point on a polar plot

Getting ready How to do it... How it works...

Using ConnectionPatch

Getting ready How to do it... How it works...

Using a text box

Getting ready How to do it... How it works... There's more...

Plotting area under an integral curve

Getting ready How to do it... How it works...

Defining custom markers

Getting ready How to do it... How it works...

Fractions, regular mathematical expressions, and symbols

Getting ready How to do it... How it works... There's more...

Word embeddings in two dimensions

Getting ready How to do it... How it works...

Saving the Figure in Different Formats

Introduction Saving the figure in various formats

Getting ready How to do it... How it works... There's more...

Avoiding truncation while saving the figure

Getting ready How to do it... How it works...

Saving partial figures

Getting ready How to do it... How it works...

Managing image resolution

Getting ready How to do it... How it works...

Managing transparency for web applications

Getting ready How to do it... How it works...

Creating multi-page PDF reports

Getting ready How to do it... How it works...

Developing Interactive Plots

Introduction Events and callbacks

Exception handling

Getting ready How to do it... How it works... There's more...

Key press and release events

Getting ready How to do it... How it works...

Mouse button press event

Getting ready How to do it... How it works...

Motion notify and mouse button press events

Getting ready How to do it... How it works...

Pick event

Getting ready How to do it... How it works...

Figure and axes, enter and leave events

Getting ready How to do it... How it works...

Using twin axes for plotting four temperature scales

Getting ready How to do it... How it works...

Widgets

Cursor

Getting ready How to do it... How it works...

Buttons

Getting ready How to do it... How it works...

Check buttons

Getting ready How to do it... How it works...

Radio buttons

Getting ready How to do it... How it works...

Textbox

Getting ready How to do it... How it works...

Animation

Animated sigmoid curve

Getting ready How to do it... How it works...

Saving the animation to an mp4 file

Getting ready How to do it... How it works...

Exponentially decaying tan function

Getting ready How to do it... How it works...

Animated bubble plot 

Getting ready How to do it... How it works...

Animating multiple line plots

Getting ready How to do it... How it works...

Animation of images

Getting ready How to do it... How it works...

Embedding Plots in a Graphical User Interface

Introduction

Interface between the Matplotlib and GUI applications

Using the Slider and Button Widgets of Matplotlib

Getting ready How to do it... How it works...

Using the Slider and Button widgets of Tkinter GUI 

Getting ready How to do it... How it works...

Embedding Matplotlib in a Tkinter GUI application

Getting ready How to do it... How it works...

Using the Slider and Button widgets of WxPython GUI

Getting ready How to do it... How it works...

Embedding Matplotlib in to a wxPython GUI application

Getting ready How to do it... How it works...

Using the Slider and Button widgets of Qt's GUI

Getting ready How to do it... How it works...

Embedding Matplotlib in to a Qt GUI application

Getting ready How to do it... How it works...

Plotting 3D Graphs Using the mplot3d Toolkit

Introduction Line plot

Getting ready How to do it... How it works...

Scatter plot

Getting ready How to do it... How it works...

Bar plot

Getting ready How to do it... How it works...

Polygon plot

Getting ready How to do it... How it works... There's more...

Contour plot

Getting ready How to do it... How it works... There's more...

Surface plot

Getting ready How to do it... How it works...

Wireframe plot

Getting ready How to do it... How it works...

Triangular surface plot

Getting ready How to do it... How it works...

Plotting 2D data in 3D

Getting ready How to do it... How it works...

3D visualization of linearly non-separable data in 2D

Getting ready How to do it... How it works...

Word embeddings

Getting ready How to do it... How it works...

Using the axisartist Toolkit

Introduction Understanding attributes in axisartist

Getting ready How to do it... How it works...

Defining curvilinear grids in rectangular boxes

Getting ready How to do it... How it works...

Defining polar axes in rectangular boxes

Getting ready How to do it... How it works...

Using floating axes for a rectangular plot

Getting ready How to do it... How it works...

Creating polar axes using floating axes

Getting ready How to do it... How it works...

Plotting planetary system data on floating polar axes

Getting ready How to do it... How it works...

Using the axes_grid1 Toolkit

Introduction Plotting twin axes using the axisartist and axesgrid1 toolkits

Getting ready How to do it... How it works... There's more...

Using AxesDivider to plot a scatter plot and associated histograms

Getting ready How to do it... How it works...

Using AxesDivider to plot a colorbar

Getting ready How to do it... How it works...

Using ImageGrid to plot images with a colorbar in a grid

Getting ready How to do it... How it works...

Using inset_locator to zoom in on an image

Getting ready How to do it... How it works...

Using inset_locator to plot inset axes

Getting ready How to do it... How it works...

Plotting Geographical Maps Using Cartopy Toolkit

Introduction Plotting basic map features

Getting ready How to do it... How it works...

Plotting projections

Getting ready How to do it... How it works...

Using grid lines and labels

Getting ready How to do it... How it works...

Plotting locations on the map

Getting ready How to do it... How it works...

Plotting country maps with political boundaries

Getting ready How to do it... How it works...

Plotting country maps using GeoPandas and cartopy

Getting ready How to do it... How it works...

Plotting populated places of the world

Getting ready How to do it... How it works...

Plotting the top five and bottom five populated countries

Getting ready How to do it... How it works...

Plotting temperatures across the globe

Getting ready How to do it... How it works...

Plotting time zones

Getting ready How to do it... How it works...

Plotting an animated map

Getting ready How to do it... How it works...

Exploratory Data Analysis Using the Seaborn Toolkit

Introduction

Snacks Sales dataset Wine Quality Semantic and facet variables

Relational plots

Line plots with one-to-one and one-to-many relationships

Getting ready How to do it... How it works... There's more...

Line plots with a long-form dataset

Getting ready How to do it... How it works...

Scatter plots

Getting ready How to do it... How it works... There's more...

Categorical plots

Strip and swarm plots

Getting ready How to do it... How it works...

Box and boxn plots

Getting ready How to do it... How it works...

Bar and count plots

Getting ready How to do it... How it works...

Violin plots

Getting ready How to do it... How it works...

Point plots

Getting ready How to do it... How it works...

Distribution plots

distplot()

Getting ready How to do it... How it works...

kdeplot()

Getting ready How to do it... How it works...

Regression plots

regplot() and residplot()

Getting ready How to do it... How it works...

lmplot()

Getting ready How to do it... How it works...

Multi-plot grids

jointplot() and JointGrid()

Getting ready jointplot()

How to do it... How it works...

JointGrid()

How to do it... How it works...

pairplot() and PairGrid()

Getting ready pairplot() How to do it... How it works... PairGrid() How to do it... How it works...

FacetGrid()

Getting ready How to do it... How it works...

Matrix plots

Heatmaps

Getting ready How to do it... How it works...

Clustermaps

Getting ready How to do it... How it works...

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