René's URL Explorer Experiment

Title: GitHub - liming2013/matplotlib-tutorial: Matplotlib tutorial for beginner · GitHub

Open Graph Title: GitHub - liming2013/matplotlib-tutorial: Matplotlib tutorial for beginner

X Title: GitHub - liming2013/matplotlib-tutorial: Matplotlib tutorial for beginner

Description: Matplotlib tutorial for beginner. Contribute to liming2013/matplotlib-tutorial development by creating an account on GitHub.

Open Graph Description: Matplotlib tutorial for beginner. Contribute to liming2013/matplotlib-tutorial development by creating an account on GitHub.

X Description: Matplotlib tutorial for beginner. Contribute to liming2013/matplotlib-tutorial development by creating an account on GitHub.

Opengraph URL: https://github.com/liming2013/matplotlib-tutorial

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository/tree/name(/path)
route-controller	files
route-action	disambiguate
fetch-nonce	v2:c5dac020-ea62-b624-5c5d-96964a6b48d4
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	8E9E:1A1AB5:908FEC:CE2288:6A5F2E1F
html-safe-nonce	d5c4df66e507d1f28c901958ccc2f79c5aa80729a35a569da3cd8f329f223f9d
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4RTlFOjFBMUFCNTo5MDhGRUM6Q0UyMjg4OjZBNUYyRTFGIiwidmlzaXRvcl9pZCI6Ijg3MDIzNzYyMDE5Mzg3NDI4MTUiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	2992a20063bbc5a64eb933d7308cb661a3c7b978e6458918ca1c02532b22d39f
hovercard-subject-tag	repository:77661252
github-keyboard-shortcuts	repository,source-code,file-tree,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/liming2013/matplotlib-tutorial/tree/master
twitter:image	https://opengraph.githubassets.com/3c7e80e016d624db4046db002adb7c3c9ad76cc9d0b53216d79b87530344a8e5/liming2013/matplotlib-tutorial
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/3c7e80e016d624db4046db002adb7c3c9ad76cc9d0b53216d79b87530344a8e5/liming2013/matplotlib-tutorial
og:image:alt	Matplotlib tutorial for beginner. Contribute to liming2013/matplotlib-tutorial development by creating an account on GitHub.
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	af57322612a2efc3d6fee860947245ffbb465e4e3f9eb5dfefc0f770217aa0ca
turbo-cache-control	no-cache
go-import	github.com/liming2013/matplotlib-tutorial git https://github.com/liming2013/matplotlib-tutorial.git
octolytics-dimension-user_id	5584824
octolytics-dimension-user_login	liming2013
octolytics-dimension-repository_id	77661252
octolytics-dimension-repository_nwo	liming2013/matplotlib-tutorial
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	10010542
octolytics-dimension-repository_parent_nwo	rougier/matplotlib-tutorial
octolytics-dimension-repository_network_root_id	10010542
octolytics-dimension-repository_network_root_nwo	rougier/matplotlib-tutorial
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	93fabb5edc1b64676979fa226fed14ab56431f54
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/liming2013/matplotlib-tutorial/tree/master#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fliming2013%2Fmatplotlib-tutorial%2Ftree%2Fmaster
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
Code QualityEnforce quality at merge	https://github.com/features/code-quality
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/enterprise/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fliming2013%2Fmatplotlib-tutorial%2Ftree%2Fmaster
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=liming2013%2Fmatplotlib-tutorial
Reload	https://github.com/liming2013/matplotlib-tutorial/tree/master
Reload	https://github.com/liming2013/matplotlib-tutorial/tree/master
Reload	https://github.com/liming2013/matplotlib-tutorial/tree/master
liming2013	https://github.com/liming2013
matplotlib-tutorial	https://github.com/liming2013/matplotlib-tutorial
rougier/matplotlib-tutorial	https://github.com/rougier/matplotlib-tutorial
Notifications	https://github.com/login?return_to=%2Fliming2013%2Fmatplotlib-tutorial
Fork 0	https://github.com/login?return_to=%2Fliming2013%2Fmatplotlib-tutorial
Star 0	https://github.com/login?return_to=%2Fliming2013%2Fmatplotlib-tutorial
Code	https://github.com/liming2013/matplotlib-tutorial
Pull requests 0	https://github.com/liming2013/matplotlib-tutorial/pulls
Actions	https://github.com/liming2013/matplotlib-tutorial/actions
Projects	https://github.com/liming2013/matplotlib-tutorial/projects
Wiki	https://github.com/liming2013/matplotlib-tutorial/wiki
Security and quality 0	https://github.com/liming2013/matplotlib-tutorial/security
Insights	https://github.com/liming2013/matplotlib-tutorial/pulse
Code	https://github.com/liming2013/matplotlib-tutorial
Pull requests	https://github.com/liming2013/matplotlib-tutorial/pulls
Actions	https://github.com/liming2013/matplotlib-tutorial/actions
Projects	https://github.com/liming2013/matplotlib-tutorial/projects
Wiki	https://github.com/liming2013/matplotlib-tutorial/wiki
Security and quality	https://github.com/liming2013/matplotlib-tutorial/security
Insights	https://github.com/liming2013/matplotlib-tutorial/pulse
	https://github.com/liming2013/matplotlib-tutorial
Branches	https://github.com/liming2013/matplotlib-tutorial/branches
Tags	https://github.com/liming2013/matplotlib-tutorial/tags
	https://github.com/liming2013/matplotlib-tutorial/branches
	https://github.com/liming2013/matplotlib-tutorial/tags
26 Commits	https://github.com/liming2013/matplotlib-tutorial/commits/master/
	https://github.com/liming2013/matplotlib-tutorial/commits/master/
figures	https://github.com/liming2013/matplotlib-tutorial/tree/master/figures
figures	https://github.com/liming2013/matplotlib-tutorial/tree/master/figures
scripts	https://github.com/liming2013/matplotlib-tutorial/tree/master/scripts
scripts	https://github.com/liming2013/matplotlib-tutorial/tree/master/scripts
.gitignore	https://github.com/liming2013/matplotlib-tutorial/blob/master/.gitignore
.gitignore	https://github.com/liming2013/matplotlib-tutorial/blob/master/.gitignore
Makefile	https://github.com/liming2013/matplotlib-tutorial/blob/master/Makefile
Makefile	https://github.com/liming2013/matplotlib-tutorial/blob/master/Makefile
README.html	https://github.com/liming2013/matplotlib-tutorial/blob/master/README.html
README.html	https://github.com/liming2013/matplotlib-tutorial/blob/master/README.html
README.rst	https://github.com/liming2013/matplotlib-tutorial/blob/master/README.rst
README.rst	https://github.com/liming2013/matplotlib-tutorial/blob/master/README.rst
dana.css	https://github.com/liming2013/matplotlib-tutorial/blob/master/dana.css
dana.css	https://github.com/liming2013/matplotlib-tutorial/blob/master/dana.css
reset.css	https://github.com/liming2013/matplotlib-tutorial/blob/master/reset.css
reset.css	https://github.com/liming2013/matplotlib-tutorial/blob/master/reset.css
README	https://github.com/liming2013/matplotlib-tutorial/tree/master
	https://github.com/liming2013/matplotlib-tutorial/tree/master#matplotlib-tutorial
	https://github.com/liming2013/matplotlib-tutorial/tree/master#nicolas-p-rougier
	http://dx.doi.org/10.5281/zenodo.28747
Introduction	https://github.com/liming2013/matplotlib-tutorial/tree/master#introduction
Simple plot	https://github.com/liming2013/matplotlib-tutorial/tree/master#simple-plot
Figures, Subplots, Axes and Ticks	https://github.com/liming2013/matplotlib-tutorial/tree/master#figures-subplots-axes-and-ticks
Animation	https://github.com/liming2013/matplotlib-tutorial/tree/master#animation
Other Types of Plots	https://github.com/liming2013/matplotlib-tutorial/tree/master#other-types-of-plots
Beyond this tutorial	https://github.com/liming2013/matplotlib-tutorial/tree/master#beyond-this-tutorial
Quick references	https://github.com/liming2013/matplotlib-tutorial/tree/master#quick-references
github	https://github.com/rougier/matplotlib-tutorial
Creative Commons Attribution-ShareAlike 4.0	http://creativecommons.org/licenses/by-sa/4.0
check-installation.py	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/check-installation.py
http://www.labri.fr/perso/nrougier/teaching/matplotlib/matplotlib.html	http://www.labri.fr/perso/nrougier/teaching/matplotlib/matplotlib.html
Numpy tutorial	http://www.labri.fr/perso/nrougier/teaching/numpy/numpy.html
100 Numpy exercices	http://www.labri.fr/perso/nrougier/teaching/numpy.100/index.html
Ten simple rules for better figures	http://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1003833
Introduction	https://github.com/liming2013/matplotlib-tutorial/tree/master#id4
	https://github.com/liming2013/matplotlib-tutorial/tree/master#introduction
	https://github.com/liming2013/matplotlib-tutorial/tree/master#ipython-and-the-pylab-mode
IPython	http://ipython.org/
	https://github.com/liming2013/matplotlib-tutorial/tree/master#pyplot
Simple plot	https://github.com/liming2013/matplotlib-tutorial/tree/master#id5
	https://github.com/liming2013/matplotlib-tutorial/tree/master#simple-plot
	https://github.com/liming2013/matplotlib-tutorial/tree/master#using-defaults
plot tutorial	http://matplotlib.sourceforge.net/users/pyplot_tutorial.html
plot() command	http://matplotlib.sourceforge.net/api/pyplot_api.html#matplotlib.pyplot.plot
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/exercice_1.py
	https://github.com/liming2013/matplotlib-tutorial/tree/master#instantiating-defaults
Customizing matplotlib	http://matplotlib.sourceforge.net/users/customizing.html
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/exercice_2.py
Line properties	https://github.com/liming2013/matplotlib-tutorial/tree/master#line-properties
Line styles	https://github.com/liming2013/matplotlib-tutorial/tree/master#line-styles
	https://github.com/liming2013/matplotlib-tutorial/tree/master#changing-colors-and-line-widths
Controlling line properties	http://matplotlib.sourceforge.net/users/pyplot_tutorial.html#controlling-line-properties
Line API	http://matplotlib.sourceforge.net/api/artist_api.html#matplotlib.lines.Line2D
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/exercice_3.py
	https://github.com/liming2013/matplotlib-tutorial/tree/master#setting-limits
xlim() command	http://matplotlib.sourceforge.net/api/pyplot_api.html#matplotlib.pyplot.xlim
ylim() command	http://matplotlib.sourceforge.net/api/pyplot_api.html#matplotlib.pyplot.ylim
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/exercice_4.py
	https://github.com/liming2013/matplotlib-tutorial/tree/master#setting-ticks
xticks() command	http://matplotlib.sourceforge.net/api/pyplot_api.html#matplotlib.pyplot.xticks
yticks() command	http://matplotlib.sourceforge.net/api/pyplot_api.html#matplotlib.pyplot.yticks
Tick container	http://matplotlib.sourceforge.net/users/artists.html#axis-container
Tick locating and formatting	http://matplotlib.sourceforge.net/api/ticker_api.html
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/exercice_5.py
	https://github.com/liming2013/matplotlib-tutorial/tree/master#setting-tick-labels
Working with text	http://matplotlib.sourceforge.net/users/index_text.html
xticks() command	http://matplotlib.sourceforge.net/api/pyplot_api.html#matplotlib.pyplot.xticks
yticks() command	http://matplotlib.sourceforge.net/api/pyplot_api.html#matplotlib.pyplot.yticks
set_xticklabels()	http://matplotlib.sourceforge.net/api/axes_api.html?#matplotlib.axes.Axes.set_xticklabels
set_yticklabels()	http://matplotlib.sourceforge.net/api/axes_api.html?#matplotlib.axes.Axes.set_yticklabels
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/exercice_6.py
	https://github.com/liming2013/matplotlib-tutorial/tree/master#moving-spines
Spines	http://matplotlib.sourceforge.net/api/spines_api.html#matplotlib.spines
Axis container	http://matplotlib.sourceforge.net/users/artists.html#axis-container
Transformations tutorial	http://matplotlib.sourceforge.net/users/transforms_tutorial.html
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/exercice_7.py
	https://github.com/liming2013/matplotlib-tutorial/tree/master#adding-a-legend
Legend guide	http://matplotlib.sourceforge.net/users/legend_guide.html
legend() command	http://matplotlib.sourceforge.net/api/pyplot_api.html#matplotlib.pyplot.legend
Legend API	http://matplotlib.sourceforge.net/api/legend_api.html#matplotlib.legend.Legend
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/exercice_8.py
	https://github.com/liming2013/matplotlib-tutorial/tree/master#annotate-some-points
Annotating axis	http://matplotlib.sourceforge.net/users/annotations_guide.html
annotate() command	http://matplotlib.sourceforge.net/api/pyplot_api.html#matplotlib.pyplot.annotate
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/exercice_9.py
	https://github.com/liming2013/matplotlib-tutorial/tree/master#devil-is-in-the-details
Artists	http://matplotlib.sourceforge.net/api/artist_api.html
BBox	http://matplotlib.sourceforge.net/api/artist_api.html#matplotlib.text.Text.set_bbox
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/exercice_10.py
Figures, Subplots, Axes and Ticks	https://github.com/liming2013/matplotlib-tutorial/tree/master#id6
	https://github.com/liming2013/matplotlib-tutorial/tree/master#figures-subplots-axes-and-ticks
	https://github.com/liming2013/matplotlib-tutorial/tree/master#figures
	https://github.com/liming2013/matplotlib-tutorial/tree/master#subplots
gridspec	http://matplotlib.sourceforge.net/users/gridspec.html
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/subplot-horizontal.py
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/subplot-vertical.py
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/subplot-grid.py
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/gridspec.py
	https://github.com/liming2013/matplotlib-tutorial/tree/master#axes
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/axes.py
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/axes-2.py
	https://github.com/liming2013/matplotlib-tutorial/tree/master#ticks
	https://github.com/liming2013/matplotlib-tutorial/tree/master#tick-locators
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/ticks-NullLocator.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/ticks-IndexLocator.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/ticks-FixedLocator.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/ticks-LinearLocator.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/ticks-MultipleLocator.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/ticks-AutoLocator.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/ticks-LogLocator.png
Animation	https://github.com/liming2013/matplotlib-tutorial/tree/master#id7
	https://github.com/liming2013/matplotlib-tutorial/tree/master#animation
Animation	http://matplotlib.org/api/animation_api.html
	https://github.com/liming2013/matplotlib-tutorial/tree/master#drip-drop
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/rain-static.py
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/rain-dynamic.py
	https://github.com/liming2013/matplotlib-tutorial/tree/master#earthquakes
website	http://earthquake.usgs.gov
basemap	http://matplotlib.org/basemap/
cartopy	http://scitools.org.uk/cartopy/
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/earthquakes.py
Other Types of Plots	https://github.com/liming2013/matplotlib-tutorial/tree/master#id8
	https://github.com/liming2013/matplotlib-tutorial/tree/master#other-types-of-plots
	https://github.com/liming2013/matplotlib-tutorial/tree/master#regular-plots
	https://github.com/liming2013/matplotlib-tutorial/tree/master#scatter-plots
	https://github.com/liming2013/matplotlib-tutorial/tree/master#bar-plots
	https://github.com/liming2013/matplotlib-tutorial/tree/master#contour-plots
	https://github.com/liming2013/matplotlib-tutorial/tree/master#imshow
	https://github.com/liming2013/matplotlib-tutorial/tree/master#quiver-plots
	https://github.com/liming2013/matplotlib-tutorial/tree/master#pie-charts
	https://github.com/liming2013/matplotlib-tutorial/tree/master#grids
	https://github.com/liming2013/matplotlib-tutorial/tree/master#multi-plots
	https://github.com/liming2013/matplotlib-tutorial/tree/master#polar-axis
	https://github.com/liming2013/matplotlib-tutorial/tree/master#d-plots
	https://github.com/liming2013/matplotlib-tutorial/tree/master#text
	https://github.com/liming2013/matplotlib-tutorial/tree/master#regular-plots
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/plot_ex.py
fill_between	http://matplotlib.sourceforge.net/api/pyplot_api.html#matplotlib.pyplot.fill_between
	https://github.com/liming2013/matplotlib-tutorial/tree/master#scatter-plots
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/scatter_ex.py
	https://github.com/liming2013/matplotlib-tutorial/tree/master#bar-plots
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/bar_ex.py
	https://github.com/liming2013/matplotlib-tutorial/tree/master#contour-plots
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/contour_ex.py
clabel	http://matplotlib.sourceforge.net/api/pyplot_api.html#matplotlib.pyplot.clabel
Colormaps	https://github.com/liming2013/matplotlib-tutorial/tree/master#colormaps
	https://github.com/liming2013/matplotlib-tutorial/tree/master#imshow
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/imshow_ex.py
colorbar	http://matplotlib.sourceforge.net/api/pyplot_api.html#matplotlib.pyplot.colorbar
	https://github.com/liming2013/matplotlib-tutorial/tree/master#pie-charts
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/pie_ex.py
	https://github.com/liming2013/matplotlib-tutorial/tree/master#quiver-plots
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/quiver_ex.py
	https://github.com/liming2013/matplotlib-tutorial/tree/master#grids
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/grid_ex.py
	https://github.com/liming2013/matplotlib-tutorial/tree/master#multi-plots
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/multiplot_ex.py
	https://github.com/liming2013/matplotlib-tutorial/tree/master#polar-axis
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/polar_ex.py
	https://github.com/liming2013/matplotlib-tutorial/tree/master#3d-plots
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/plot3d_ex.py
contourf	http://matplotlib.sourceforge.net/api/pyplot_api.html#matplotlib.pyplot.contourf
	https://github.com/liming2013/matplotlib-tutorial/tree/master#text
	https://github.com/liming2013/matplotlib-tutorial/blob/master/scripts/text_ex.py
matplotlib logo	http://matplotlib.sourceforge.net/examples/api/logo2.html
Beyond this tutorial	https://github.com/liming2013/matplotlib-tutorial/tree/master#id9
	https://github.com/liming2013/matplotlib-tutorial/tree/master#beyond-this-tutorial
	https://github.com/liming2013/matplotlib-tutorial/tree/master#tutorials
Pyplot tutorial	http://matplotlib.sourceforge.net/users/pyplot_tutorial.html
Image tutorial	http://matplotlib.sourceforge.net/users/image_tutorial.html
Text tutorial	http://matplotlib.sourceforge.net/users/index_text.html
Artist tutorial	http://matplotlib.sourceforge.net/users/artists.html
Path tutorial	http://matplotlib.sourceforge.net/users/path_tutorial.html
Transforms tutorial	http://matplotlib.sourceforge.net/users/transforms_tutorial.html
	https://github.com/liming2013/matplotlib-tutorial/tree/master#matplotlib-documentation
User guide	http://matplotlib.sourceforge.net/users/index.html
FAQ	http://matplotlib.sourceforge.net/faq/index.html
Screenshots	http://matplotlib.sourceforge.net/users/screenshots.html
	https://github.com/liming2013/matplotlib-tutorial/tree/master#code-documentation
	https://github.com/liming2013/matplotlib-tutorial/tree/master#galleries
matplotlib gallery	http://matplotlib.sourceforge.net/gallery.html
here	http://www.loria.fr/~rougier/coding/gallery/
	https://github.com/liming2013/matplotlib-tutorial/tree/master#mailing-lists
user mailing list	https://mail.python.org/mailman/listinfo/matplotlib-users
developers mailing list	https://mail.python.org/mailman/listinfo/matplotlib-devel
Quick references	https://github.com/liming2013/matplotlib-tutorial/tree/master#id10
	https://github.com/liming2013/matplotlib-tutorial/tree/master#quick-references
	https://github.com/liming2013/matplotlib-tutorial/tree/master#line-properties
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/alpha.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/aliased.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/antialiased.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/color.png
Line properties	https://github.com/liming2013/matplotlib-tutorial/tree/master#line-properties
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linewidth.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/solid_capstyle.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/solid_joinstyle.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/dash_capstyle.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/dash_joinstyle.png
Markers	https://github.com/liming2013/matplotlib-tutorial/tree/master#markers
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/mew.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/mec.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/mfc.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/ms.png
	https://github.com/liming2013/matplotlib-tutorial/tree/master#line-styles
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle--.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle---.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle--dot.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-:.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-dot.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-,.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-o.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-^.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-v.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-<.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle->.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-s.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-+.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-x.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-dd.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-d.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-1.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-2.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-3.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-4.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-h.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-hh.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-p.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-\|.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/linestyle-_.png
	https://github.com/liming2013/matplotlib-tutorial/tree/master#markers
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-i0.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-i1.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-i2.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-i3.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-i4.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-i5.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-i6.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-i7.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-o.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-dd.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-h.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-hh.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-_.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-1.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-2.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-3.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-4.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-8.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-p.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-^.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-v.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-<.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker->.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-d.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-,.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-+.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-dot.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-s.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-*.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-\|.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-x.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/marker-latex.png
	https://github.com/liming2013/matplotlib-tutorial/tree/master#colormaps
Documenting the matplotlib colormaps	https://gist.github.com/2719900
	https://github.com/liming2013/matplotlib-tutorial/tree/master#base
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-autumn.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-bone.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-cool.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-copper.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-flag.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-gray.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-hot.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-hsv.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-jet.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-pink.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-prism.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-spectral.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-spring.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-summer.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-winter.png
	https://github.com/liming2013/matplotlib-tutorial/tree/master#gist
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-gist_earth.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-gist_gray.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-gist_heat.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-gist_ncar.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-gist_rainbow.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-gist_stern.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-gist_yarg.png
	https://github.com/liming2013/matplotlib-tutorial/tree/master#sequential
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-BrBG.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-PiYG.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-PRGn.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-PuOr.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-RdBu.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-RdGy.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-RdYlBu.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-RdYlGn.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-spectral-2.png
	https://github.com/liming2013/matplotlib-tutorial/tree/master#diverging
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-Blues.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-BuGn.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-BuPu.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-GnBu.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-Greens.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-Greys.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-Oranges.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-OrRd.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-PuBu.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-PuBuGn.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-PuRd.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-Purples.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-RdPu.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-Reds.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-YlGn.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-YlGnBu.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-YlOrBr.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-YlOrRd.png
	https://github.com/liming2013/matplotlib-tutorial/tree/master#qualitative
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-Accent.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-Dark2.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-Paired.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-Pastel1.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-Pastel2.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-Set1.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-Set2.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-Set3.png
	https://github.com/liming2013/matplotlib-tutorial/tree/master#miscellaneous
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-afmhot.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-binary.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-brg.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-bwr.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-coolwarm.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-CMRmap.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-cubehelix.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-gnuplot.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-gnuplot2.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-ocean.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-rainbow.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-seismic.png
	https://github.com/liming2013/matplotlib-tutorial/blob/master/figures/cmap-terrain.png
Readme	https://github.com/liming2013/matplotlib-tutorial/tree/master#readme-ov-file
Please reload this page	https://github.com/liming2013/matplotlib-tutorial/tree/master
Activity	https://github.com/liming2013/matplotlib-tutorial/activity
0 forks	https://github.com/liming2013/matplotlib-tutorial/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fliming2013%2Fmatplotlib-tutorial&report=liming2013+%28user%29
Releases	https://github.com/liming2013/matplotlib-tutorial/releases
1 tags	https://github.com/liming2013/matplotlib-tutorial/tags
Packages 0	https://github.com/users/liming2013/packages?repo_name=matplotlib-tutorial
Please reload this page	https://github.com/liming2013/matplotlib-tutorial/tree/master
Contributors	https://github.com/liming2013/matplotlib-tutorial/graphs/contributors
Please reload this page	https://github.com/liming2013/matplotlib-tutorial/tree/master
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.