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Matplotlib Practice Labs (Deprecated)

This course contains lots of labs for Matplotlib, each lab is a small Matplotlib project with detailed guidance and solutions. You can practice your Matplotlib skills by completing these labs, improve your coding skills, and learn how to write clean and efficient code.

PythonData Science

Syllabus

Demo Tight Layout

Print Stdout Sgskip

Visualizing Named Colors with Matplotlib

Adjusting Matplotlib Drawing Order

Matplotlib Plotting for Python Beginners

Matplotlib Legend Creation Tutorial

Creating a Line Plot with Dual Axes

Shade Regions with Fill_between

Adding Hyperlinks to Plots

Matplotlib Plot Sharing

Set and Get

Plot 3D Parametric Curves with Matplotlib

Polar Plot with Legend

Using Matplotlib's Step and Plot Functions

Matplotlib Custom Tickels

Create Visually Appealing Bar Charts with Matplotlib

Matplotlib Symmetric Log Plots

Configuring the Font Family in Matplotlib

Creating Matplotlib Subplots in Python

Plotting Exponential Decay with Matplotlib Semilog

Plotting Masked and NaN Values

Plotting Multiple Datasets

Customize Matplotlib Axis Tick and Grid

Fahrenheit Celsius Scales

PGF Preamble Sgskip

Matplotlib Plot Title Positioning

Matplotlib Data Visualization Tutorial

Customizing Matplotlib Visualizations in Python

Customizing Matplotlib Defaults with Python

Matplotlib Visualization Techniques for Data Analysis

Creating TickedStroke in Matplotlib

Create Sine Wave Sliders with Matplotlib

Matplotlib PGF Font Customization

Creating a Plot with Custom Fonts

Matplotlib Shared Axis

Creating Log-Log Plots

Creating Text and Mathtext Using Pyplot

Customize Text Styling in Matplotlib Plots

Differences Between \Dfrac and \Frac

Creating Matplotlib Legends for Data Visualization

Using Matplotlib's LaTeX for Math Typesetting

Create Matplotlib Plot Legends

Creating Matplotlib PathPatch Objects

Errorbar Subsampling with Matplotlib

Using Matplotlib Agg Backend for Image Generation

Color by Y-Value

Creating a Bezier Curve

Matplotlib Axisel Position

Add Colorbar to Matplotlib Plot

Clipping Images with Patches

Create 3D Plots with Error Bars in Python

Matplotlib: Error Bar Rendering on Polar Axis

Creating 3D Contour Visualizations

Create 3D Contour Plots with Matplotlib

Matplotlib Quiver Plot

Interpolation From Triangular to Quad Grid

Matplotlib Infinite Line Visualization

Matplotlib Radio Button Sine Wave Visualization

Matplotlib Path Effects Tutorial

Matplotlib 2D and 3D Plotting

Create Data Cursor with Matplotlib

Multiple Figs Demo

Matplotlib Hatch Textures for Plots

Creating Plots with Different Scales

Errorbar Limit Selection

Creating Sankey Diagrams

Setting Default Y-Axis Tickels on the Right

Controlling Matplotlib Tick Labels with Unicode

Python Matplotlib Plotting Basics

Matplotlib Text Object Concatenation

Create Streamplot with Matplotlib in Python

Matplotlib Table Function

Matplotlib Snapping Sliders

Multiple Y-Axis Plotting with Matplotlib

Plotting Histograms with Matplotlib

Vector Graphics Rasterization with Python

Drawing Shapes with Matplotlib in Python

Creating Matplotlib Horizontal and Vertical Axes

Simultaneous Cursor Display in Matplotlib

Moving X-Axis Tickels to the Top

Interactive Colormap Adjustment

Basic Errorbar Function

Create 3D Plots with Matplotlib in Python

Creating 3D Surface Plots with Matplotlib

3D Surface Plotting with Polar Coordinates

Combining Subplots with GridSpec

3D Contour Plotting with Matplotlib

Matplotlib 3D Quiver Plot

Matplotlib Figure and Axes Enter/Leave Events

Creating Contour Plots with Python Matplotlib

Plotting Categorical Data with Matplotlib

Create Polar Bar Chart with Python Matplotlib

Creating a Color Demo Chart

Creating a Line Plot

Matplotlib Error Bar Customization

Grouped Bar Chart Withels Using Matplotlib

Inverting Axes of a Matplotlib Plot

Create Polar Line Plots with Python

Annotated Matplotlib Plots in Python

Annotating a Plot Using Matplotlib

Simple Matplotlib Annotation

Advanced Quiver and Quiverkey Functions

Animated Line Plot

Matplotlib Tick Placement Customization

Projecting Filled Contour Onto a 3D Graph

Create Multiplot with Parasite Axes in Matplotlib

Matplotlib 3D Plot Animation

Mouse Interaction with Matplotlib Plot

Plotting Empirical Cumulative Distributions with Matplotlib

Create Simple GUI with Matplotlib Sine Wave

Matplotlib Box Aspect

Matplotlib Style Sheets

Adding Lines to Figures

Visualize 2D Arrays with Matplotlib

Stem Plot Visualization with Python

Matplotlib Accented Text Visualization

Centered Spines with Arrows

Matplotlib Connection Patch Visualization

Matplotlib Fixed Size Axes

Matplotlib Fill Betweenx

Matplotlib Basics: Creating Line Plots

Creating Adjacent Subplots

Matplotlib JoinStyle for Beginners

Major and Minor Ticks in Matplotlib

Matplotlib Subplot Creation Tutorial

Scatter Plot on Polar Axis

Visualizing Variable Relationships

Create Bar Graph with Matplotlib

Matplotlib Subplot Arrangement Using HBoxDivider and VBoxDivider

Matplotlib Colorbar Inset Axes

Matplotlib MRI Image Visualization

Scatter Plot with Masked Data using Matplotlib

Python Matplotlib Histogram Tutorial

Matplotlib Affine Transformation

Create 3D Wireframe Visualizations with Python Matplotlib

Creating a Legend with Pre-Definedels

Matplotlib Ticked Patheffect

Matplotlib Stacked Bar Chart

Create Group Bar Chart with Matplotlib

Matplotlib Visualization Tutorial

Annotate Plots with Matplotlib

Annotating Matplotlib Plots with Coordinate Systems

Creating Matplotlib Error Bar Plots

Overlay Image on Matplotlib Plot

Figure Size Units

Nested Pie Charts with Matplotlib

Matplotlib Offset Copy

Contour Plotting Unstructured Triangular Grids

Matplotlib Animated Scatter Plot

Create Broken Horizontal Bar Plots with Matplotlib

Topographic Hillshading with Matplotlib

Matplotlib Data Visualization Techniques

Interactive Matplotlib Visualization Techniques

Matplotlib Fill Between and Alpha

Filled Contour Plots with Hatching

Creating a Multipage PDF with Matplotlib

Matplotlib Plotting with ggplot Style

Matplotlib Visualization with XKCD Style

Matplotlib Logit Scale Plotting

Matplotlib Grayscale Style Sheet

Matplotlib Curvilinear Grid

Matplotlib Image Transparency

Boxplot vs Violin

Matplotlib Legend Toggling Tutorial

Creating Animated Plots with Matplotlib

Composing Custom Legends

Using Check Buttons in Matplotlib

Customized Matplotlib Contour Labeling

Customizing Matplotlib Legends

Matplotlib Tick Locators

Subplots Spacings and Margins

Demo Parasite Axes

Customizing Dashed Line Styles in Matplotlib

Matplotlib Date Plotting

Add Watermark to Matplotlib Plot

Create Polar Graphs with Python Matplotlib

Annotation Connection Styles

Customizable Scatter Plot Visualization

Creating a Bar of Pie Chart

Irregular Data Grid Contour Plotting

Programmatically Controlling Subplot Adjustment

Formatting Tick Labels with Matplotlib

Matplotlib 3D Surface and Contour Plotting

Optimization Contour Plotting with Matplotlib

Efficient Line Plotting with Matplotlib

Creating a Polygon in Matplotlib

Ellipse with Units

Resizing Axes with Constrained Layout

Matplotlib Ellipse with Orientation Arrow

Custom Spines with Axisartist

Creating Matplotlib Subfigures

Converting Units of Axis in Python

Create Barcode with Matplotlib

Creating Color Maps

Python Matplotlib Image Layering Tutorial

Matplotlib: Simple Colorbar

3D Wireframe Plotting

Xcorr Acorr Demo

Matplotlib: Text Commands

Creating a Pie Chart with Matplotlib

Contourf and Log Color Scale

Connecting Matplotlib Figure Events

Customizing Matplotlib Axis Direction

Matplotlib Visualization Fundamentals

Matplotlib Game: Pong

Matplotlib 2D Data on 3D Plot

Matplotlib Stepwise Histogram Tutorial

Matplotlib Axis Transformation Techniques

Create Customized Boxplots in Python

Masked Contour Plots with Matplotlib

Pylab with Gtk4 Sgskip

Customizing Plot Axes

Matplotlib Figure Image

Using a TTF Font File in Matplotlib

Matplotlib Room for Ylabel

Pcolormesh Grids and Shading

Simple Axis Direction

Text Annotations in 3D

Matplotlib Fill Between

MRI with EEG Visualization

Logarithmic Bar Chart

Compute Cross Spectral Density in Python

Matplotlib Logarithmic Axis Plotting

Connecting to Keypress Events

Matplotlib: Using the 'Dark_background' Style Sheet

Pie and Donut Chart

Drawing Shapes with Matplotlib Widgets

Creating an Interactive Histogram with Matplotlib

Matplotlib Line Styles

Pylab with Gtk3 Sgskip

Double Pendulum Simulation

Interactive Plotting with Textbox

Matplotlib Text Wrapping and Styling

Convert Texts to Images

Equal Axis Aspect Ratio

Create Dual-Axis Matplotlib Plot

Creating Subplots with Matplotlib

Using Matplotlib General Timer Objects

Matplotlib Hlines and Vlines

Create Custom Matplotlib Ticker Formatting

Create Histograms with Matplotlib

Custom Grid Transformation with Matplotlib

Image Grid Alignment in Matplotlib

Align Images Using Matplotlib's ImageGrid

Matplotlib Visualization with Dropped Spines

3D Plot Projection Types

3D Surface Plotting with Matplotlib

Animate a 3D Wireframe Plot

Create Geographic Projections with Python Matplotlib

Annotate with Units

Matplotlib Color Vision Deficiency Simulation

Matplotlib SVG Filter Line

Customizing Box Plots

Plotting Coherence of Two Signals

Create Customized Matplotlib Visualizations

3D Box Surface Plot

Creating Animated Images with Matplotlib

Matplotlib Data Visualization

Matplotlib Contour Image

Create Matplotlib Animations

Creating Artists with Units

Adjusting Matplotlib Tick Label Alignment

Matplotlib Ellipse Collection

Styling Text Boxes Using Bbox Parameters

Create Spiral Plot with Python and Matplotlib

Simple Axis Tickel and Tick Directions

Simple Matplotlib Axisline

Matplotlib Simple Axisline3

Text Alignment in Matplotlib

Unstructured Triangular Grid Visualization

Create Customized 3D Contour Plots

Creating and Plotting Triangular Grids

More Triangular 3D Surfaces

3D Voxel Plotting with Matplotlib

Python Matplotlib Scatter Plot Creation

Interactive Data Exploration with Matplotlib Cursor

Date Demo Convert

Matplotlib Date Tick Customization Using Recurrence Rules

Axis Line Styles

Create Radian Plots with Matplotlib

Generating and Visualizing Sine Signals with Python

Customize Matplotlib Spines

Customizing Matplotlib Markers for Data Visualization

Creating 2D Bar Graphs in Different Planes

Web Application Server Sgskip

Simple Matplotlib Animation Tutorial

Creating Colorbars with Matplotlib

Adding a Colorbar to Inset Axes

Creating Inset Axes

3D Plots as Subplots

Matplotlib Visualization Control in Python

Labeling Ticks Using Engineering Notation

Create Polar Plots with Matplotlib

Creating Broken Axis Plots in Python

Matplotlib CapStyle Customization

Filled Contour Plots with Matplotlib

Matplotlib Pie Chart Filter

Matplotlib Line Plot with Data Points

Create Customized Stock Price Graphs

Matplotlib Scroll Event

Thresholding an Image with RangeSlider

Create a Hat Graph

Customizing Violin Plot Visualizations

Matplotlib SVG Tooltip

Create Event Plots with Matplotlib

Custom Mercator Latitude Scale in Matplotlib

Creating a Percentiles Horizontal Bar Chart

Matplotlib Floating Axes

Matplotlib Image Visualization Techniques

Creating Scatter Plots with Legends

Scatter Hist Locatable Axes

Matplotlib Marker Customization Tutorial

Annotate Matplotlib Plots Effectively

Creating Custom Fill Colors for Box Plots

Matplotlib Movie Frame Extraction

Matplotlib Data Visualization with Python

Set Alternative Cursor in Matplotlib

Align Matplotlib Axis Labels

Changing Line Colors of a Rectangle

Matplotlib Date Precision and Epochs

Formatting Currency Plots with Matplotlib

Matplotlib Math Fontfamily

Mapping Marker Properties to Multivariate Data

Create 3D Scatterplot with Python Matplotlib

Python Matplotlib Unit Conversions

Matplotlib Histogram Visualization Using BMH Style

Placing Text Boxes in Matplotlib

Matplotlib Anchored Direction Arrow

Create Image Grid with Matplotlib

Matplotlib RGB Channels Visualization

Create Dual Y-Axis Matplotlib Plots

Creating a Plot with Matplotlib

Bayesian Updating with Matplotlib

Matplotlib Crosshair Cursor

Interactive Matplotlib Canvas Editing

Creating a Compound Path

Matplotlib Subplot Generation Tutorial

Matplotlib Ticklabel Direction

Customizing Text Font Properties

Create Multicolored Matplotlib Lines

Creating a Sankey Diagram

Plotting Sparsity Patterns

3D Stem Plot

Stix Fonts Demo

Creating Pseudocolor Plots with Matplotlib Tripcolor

Triangular 3D Surfaces

Zoom Inset Axes

Matplotlib Time Series Histogram

Matplotlib QuadMesh Plotting Tutorial

Matplotlib Event Handling Tutorial

Animated Histogram Using Matplotlib

Matplotlib Colormap Image Generation

Matplotlib Secondary Axis

Matplotlib Nested GridSpecs

Annotate Text Arrow

Plotting with Keywords

Creating Custom Colorbar Tickels in Matplotlib

Customizing Matplotlib Axes and Colorbars

Creating Shaded Relief Plots with Python

Custom Hillshading in a 3D Surface Plot

Creating Customized 3D Surface Plots

Violin Plotting with Matplotlib

Select Indices Using Polygon Selector

Matplotlib PSD Plotting

Matplotlib Stackplots and Streamgraphs

Matplotlib Span Selector

Create Animated Matplotlib Subplots

Animated 3D Random Walk in Matplotlib

Creating a Looking Glass with Matplotlib

Matplotlib Interactive Functions

Plotting Confidence Ellipses with Matplotlib

Matplotlib 3D Bar Chart

Matplotlib Arrow Guide

Create BboxImage in Matplotlib

Matplotlib Image Grid Visualization

Matplotlib Nested Gridspecs Visualization

Custom Matplotlib Grid Axes Creation

Matplotlib Visualizations for Data Analysis

Centeringels Between Ticks

Annotate Figures with AnnotationBbox

Matplotlib Text Rotation

Plotting Lorenz Attractor in 3D using Python

Matplotlib Image Antialiasing

Matplotlib Path and Patch Manipulation

Creating Donuts Using path.Path and patches.PathPatch

Matplotlib Custom Units

Create Matplotlib Arrow Reference Chart

Create Matplotlib Logo with Python

Create Interactive Triangulation Plot with Matplotlib

Text Baselines Comparison

Resampling Data Using Matplotlib

Matplotlib ImageGrid Demos for Shared Axes

Creating Matplotlib Timeline Visualizations

Custom Matplotlib Projection Showcase

Scatter Plot with Histograms

Labeled Bar Charts with Matplotlib

Interactive Data Visualization with Python Matplotlib

Interactive Data Visualization with Matplotlib

Align Y-Labels in Matplotlib Plots

Matplotlib Date Tick Formatter

Creating Figures with Matplotlib in Python

Spectrogram Plotting with Matplotlib

Matplotlib Spine Placement

Creating Tickels From a List of Values

Matplotlib Shaded Plot Visualization

Matplotlib Image Grid Colorbars

Modifying Coordinate Formatter in Matplotlib

Creating Zoomed Inset with Matplotlib

Display Images with Matplotlib

Create Customizable Boxplots with Matplotlib

Change Axis Direction in Matplotlib

Matplotlib 2D Image Plotting with pcolormesh

Creating a Scale Invariant Angleel

Matplotlib Horizontal Bar Chart

Subplot Customization with GridSpec

Customizing Matplotlib Font Properties

Matplotlib GridSpec Layout Visualization

Hexagonal Binned Plot

Plotting Non-Uniform Images with Matplotlib

Labelling Subplots with Matplotlib

Simple Anchored Artists

Matplotlib Axes Divider

Usetex Font Effects

Primary 3D View Planes

Creating 3D Voxel Plots in Matplotlib

Custom Tick Formatter for Time Series

Ishikawa Diagram Creation

Mathtext Wx Sgskip

Drawing Fancy Boxes with Matplotlib

Fixing Too Many Ticks in Matplotlib

Ways to Set a Color's Alpha Value

Matplotlib Histogram Plotting

Multiprocessing with Matplotlib

Lasso Selector Demo Sgskip

Python Matplotlib Wind Barb Visualization

Hatch Style Reference

Matplotlib 3D Histogram

Building Histograms with Matplotlib

Producing Multiple Histograms with Matplotlib

3D Voxel Plot of the NumPy Logo

Creating Boxes From Error Bars Using PatchCollection

Add Angle Annotations to Matplotlib Arrows

Discrete Distribution as Horizontal Bar Chart

Customizing Matplotlib Visualizations with Markers

Create Radar Charts with Python Matplotlib

Electrical Dipole Gradient Visualization with Matplotlib

Matplotlib Lasso Demo

Adding a Cursor in WX

Creating Annotated Heatmaps

Create Hatch-Filled Histograms with Matplotlib

Matplotlib Ribbon Box

Gtk3 Spreadsheet Sgskip

Drawing a Curve with Error Band

Matplotlib Bar Chart

Python Matplotlib Mandelbrot Visualization

SkewT-logP Diagram Using Matplotlib

Matplotlib: Creating a Graph with Glade 3

Create Interactive Fourier Waveform Visualization

Axes Zoom Effect

Matplotlib Colormap Normalization

Matplotlib Inset Locator

Multivariate Normal Distribution Visualizations

Simple Axis Pad

Create 3D Voxel Plots with RGB

Matplotlib Math Rendering Engine

Gtk4 Spreadsheet Sgskip

Matplotlib Visualization with Collections

Matplotlib Contour Line Visualization

Date Tick Locators and Formatters

Creating Shapes with Python Matplotlib

Matplotlib Sankey Diagram Creation

Creating Custom Figure Subclasses

Customizing Text Paths with Matplotlib

Draw Font Table with Matplotlib

Matplotlib Rain Simulation

Visualizing Weight Matrices with Hinton Diagrams

Drawing Flat Objects in 3D Plot

Create Real-Time Oscilloscope with Matplotlib

Create Simple Menu with Matplotlib

Drawing Ellipses with Python Matplotlib

Create Filled Polygon with Matplotlib

Rotate Text in Matplotlib Plots

Create Packed Bubble Charts with Python

Arrow Plotting Using Matplotlib

Create 3D Polygon Fills for Line Graphs

Matplotlib Pcolor Visualization Tutorial

Tricontour Smooth Delaunay

Matplotlib Logo Creation

Matplotlib Tick Formatter Tutorial

Custom Box Styles in Matplotlib

Matplotlib Anchored Objects

Matplotlib Font Table Visualization

Simple Line Plot with Matplotlib

Matplotlib Image Thumbnail

Exploring Font Attributes and Glyph Metrics

Matplotlib Polygon Editor for Cross-GUI Apps

Introduction

This Matplotlib Practice Labs course is designed to help you master the art of data visualization using the powerful Python library, Matplotlib. Through a series of hands-on labs, you will have the opportunity to apply your Matplotlib skills to a variety of real-world projects, improving your coding abilities and learning how to write clean, efficient code.

🎯 Tasks

In this Course, you will learn:

  • How to create a wide range of Matplotlib visualizations, including line plots, scatter plots, bar charts, histograms, and more
  • How to customize the appearance of your plots, including adjusting colors, labels, and legends
  • How to work with multiple subplots and create complex, multi-panel figures
  • How to handle and visualize different data types, such as time series and categorical data
  • How to incorporate advanced Matplotlib features, such as annotations, legends, and interactive plots

🏆 Achievements

After completing this Course, you will be able to:

  • Confidently create a variety of Matplotlib visualizations to effectively communicate your data insights
  • Customize your plots to make them visually appealing and informative
  • Combine multiple Matplotlib elements to build complex, multi-panel figures
  • Adapt your Matplotlib code to handle different data types and visualization requirements
  • Leverage advanced Matplotlib features to enhance the interactivity and functionality of your plots
  • Demonstrate your Matplotlib proficiency through the completion of practical, hands-on labs

Teacher

labby
Labby
Labby is the LabEx teacher.
Matplotlib Practice Labs (Deprecated)
496 Labs
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