This gallery contains examples of the many things you can do with Matplotlib. Click on any image to see the full image and source code.
For longer tutorials, see our tutorials page. You can also find external resources and a FAQ in our user guide.
These examples use the Matplotlib api rather than the pylab/pyplot procedural state machine. For robust, production level scripts, or for applications or web application servers, we recommend you use the Matplotlib API directly as it gives you the maximum control over your figures, axes and plottng commands.
The example agg_oo.py is the simplest example of using the Agg backend
which is readily ported to other output formats. This example is a
good starting point if your are a web application developer. Many of
the other examples in this directory use matplotlib.pyplot
just to
create the figure and show calls, and use the API for everything else.
This is a good solution for production quality scripts. For full
fledged GUI applications, see the user_interfaces examples.
For more in-depth information about the colormaps available in matplotlib as well as a description of their properties, see the colormaps tutorial.
Matplotlib supports event handling with a GUI neutral event model, so you can connect to Matplotlib events without knowledge of what user interface Matplotlib will ultimately be plugged in to. This has two advantages: the code you write will be more portable, and Matplotlib events are aware of things like data coordinate space and which axes the event occurs in so you don't have to mess with low level transformation details to go from canvas space to data space. Object picking examples are also included.
Here is a collection of short tutorials, examples and code snippets that illustrate some of the useful idioms and tricks to make snazzier figures and overcome some matplotlib warts.
You can embed Matplotlib directly into a user interface application by following the embedding_in_SOMEGUI.py examples here. Currently matplotlib supports wxpython, pygtk, tkinter and pyqt4/5.
When embedding Matplotlib in a GUI, you must use the Matplotlib API directly rather than the pylab/pyplot proceedural interface, so take a look at the examples/api directory for some example code working with the API.
Examples of how to write primitive, but GUI agnostic, widgets in matplotlib
Keywords: matplotlib code example, codex, python plot, pyplot Gallery generated by Sphinx-Gallery