Matplotlib Tutorials

Matplotlib is a Python library for creating visualizations of data. It provides a wide range of plotting tools, including line plots, scatter plots, bar charts, histograms, and more. In this skill tree, you'll learn how to use Matplotlib to create basic visualizations of data.

Demo Tight Layout
Demo Tight Layout
This lab is designed to provide a step-by-step guide for using Matplotlib, a Python library for creating visualizations. Matplotlib is a popular data visualization tool in the scientific and engineering communities. This tutorial will walk you through the process of creating visualizations using Matplotlib.
MatplotlibPython
Matplotlib Data Visualization
Matplotlib Data Visualization
This lab is designed to introduce you to the basics of data visualization using Matplotlib. Matplotlib is a popular data visualization library for Python that provides a wide range of options for creating plots, graphs, and charts.
PythonMatplotlib
Matplotlib Visualizations for Data Analysis
Matplotlib Visualizations for Data Analysis
In this tutorial, you will learn how to use Matplotlib to create visualizations in Python. Matplotlib is a popular data visualization library in Python used to create a variety of charts and graphs. With Matplotlib, you can create line plots, scatter plots, bar plots, histograms, and many other types of visualizations.
PythonMatplotlib
Your First Matplotlib Lab
Your First Matplotlib Lab
Hi there, welcome to LabEx! In this first lab, you'll learn the classic 'Hello, World!' program in Matplotlib.
MatplotlibPython
Matplotlib Pyplot Interface Tutorial
Matplotlib Pyplot Interface Tutorial
This tutorial provides a step-by-step guide to using the pyplot interface in Matplotlib. The pyplot module is a collection of functions that make Matplotlib work like MATLAB, allowing you to easily create and customize plots. This tutorial assumes you have a basic understanding of Matplotlib and its concepts.
MatplotlibPython
Customizing Matplotlib Visualizations
Customizing Matplotlib Visualizations
This lab will guide you through the process of customizing Matplotlib using style sheets and rcParams. Matplotlib is a powerful library for creating visualizations in Python. By customizing the properties and default styles of Matplotlib, you can create unique and visually appealing plots.
MatplotlibPython
The Lifecycle of a Plot
The Lifecycle of a Plot
In this lab, we will explore the lifecycle of a plot using Matplotlib. We will start with raw data and end by saving a customized visualization. We will learn how to create a plot, control its style, customize its appearance, combine multiple visualizations, and save the plot to disk.
PythonMatplotlib
Image Plotting With Matplotlib
Image Plotting With Matplotlib
In this lab, you will learn how to plot and manipulate images using the Matplotlib library in Python. You will learn how to import image data into NumPy arrays, plot numpy arrays as images, apply pseudocolor schemes, add color scale references, examine specific data ranges, and explore different interpolation schemes.
MatplotlibPython
Create a Line Plot With Matplotlib
Create a Line Plot With Matplotlib
In this lab, we will learn how to create a line plot using Matplotlib. Line plots are a basic visualization that can be used to represent data points connected by straight line segments. We will use the Matplotlib library in Python to create a line plot.
PythonMatplotlib
Matplotlib Visualization with XKCD Style
Matplotlib Visualization with XKCD Style
Matplotlib is a data visualization library that provides various tools to create 2D and 3D plots. It is built on top of the NumPy library and its main purpose is to visualize data in a simple and effective way. In this tutorial, we will learn how to create two different types of plots using the xkcd style from the XKCD webcomic.
PythonMatplotlib
Matplotlib Event Handling Tutorial
Matplotlib Event Handling Tutorial
This lab is a step-by-step tutorial on how to connect events in one window, for example, a mouse press, to another figure window in Python Matplotlib.
PythonMatplotlib
Xcorr Acorr Demo
Xcorr Acorr Demo
The purpose of this lab is to demonstrate the use of cross-correlation and auto-correlation plots using the Python Matplotlib library. Cross-correlation and auto-correlation are mathematical tools used to measure the similarity between two signals. Cross-correlation measures the similarity between two different signals, while auto-correlation measures the similarity between a signal and a time-delayed version of itself. These tools are commonly used in signal processing, image analysis, and time series analysis.
PythonMatplotlib
Zoom Inset Axes
Zoom Inset Axes
Matplotlib is a Python library used for creating static, animated, and interactive visualizations in Python. It is a powerful tool for data visualization, and it is widely used in the scientific community. In this lab, we will learn how to create a zoomed-in region in a Matplotlib plot.
PythonMatplotlib
Adjusting Matplotlib Drawing Order
Adjusting Matplotlib Drawing Order
In this tutorial, we will learn about the drawing order of artists in Matplotlib and how to adjust the order using the zorder attribute. We will also explore how to change the order for individual artists and the default value of zorder for different types of artists.
MatplotlibPython
Animate a 3D Wireframe Plot
Animate a 3D Wireframe Plot
In this lab, we will learn how to animate a 3D wireframe plot using Matplotlib, a popular data visualization library in Python.
PythonMatplotlib
Create 3D Wireframe Visualizations with Python Matplotlib
Create 3D Wireframe Visualizations with Python Matplotlib
This lab will guide you through creating a 3D wireframe plot using Python's Matplotlib library. A wireframe plot is a visual representation of a 3D surface where lines are drawn between each point on the surface. This type of plot is useful for visualizing complex 3D data and can be customized to create impressive visualizations.
PythonMatplotlib
3D Wireframe Plotting
3D Wireframe Plotting
This lab is designed to show you how to create a 3D wireframe plot in Python using Matplotlib. A wireframe plot is a visual representation of a three-dimensional surface that displays the structure of the surface using lines. In this lab, we will show how to set the rstride and cstride parameters to control the density of the lines in the plot.
PythonMatplotlib
Adding a Cursor in WX
Adding a Cursor in WX
This tutorial will guide you through the process of adding a cursor in WX to report data coordinates. We will be using Matplotlib, a plotting library for Python that provides tools to create a variety of plots, charts, and graphs.
MatplotlibPython
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