René's URL Explorer Experiment


Title: GitHub - mshemans/python-for-data-analysis: An introduction to Python for data analysis.

Open Graph Title: GitHub - mshemans/python-for-data-analysis: An introduction to Python for data analysis.

X Title: GitHub - mshemans/python-for-data-analysis: An introduction to Python for data analysis.

Description: An introduction to Python for data analysis. Contribute to mshemans/python-for-data-analysis development by creating an account on GitHub.

Open Graph Description: An introduction to Python for data analysis. Contribute to mshemans/python-for-data-analysis development by creating an account on GitHub.

X Description: An introduction to Python for data analysis. Contribute to mshemans/python-for-data-analysis development by creating an account on GitHub.

Mail addresses
luke@ucsd.edu

Opengraph URL: https://github.com/mshemans/python-for-data-analysis

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:5aab2858-cda5-3fe3-49c7-bb7e2d84ae7c
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idB5A8:2BBCB0:CE232B:1192B89:696AC2AA
html-safe-nonce56e1e77f95fb238257027c91497f9a5d8212c6d4aab6a642a4e83ff51da1af74
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCNUE4OjJCQkNCMDpDRTIzMkI6MTE5MkI4OTo2OTZBQzJBQSIsInZpc2l0b3JfaWQiOiI3NTY3MDAxNTgwMDQ1MjU1MzM4IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmaccc69c7494101fe7d2302aeb06c0952efa3e165edec4d7b44f2509b4f6a09dddb
hovercard-subject-tagrepository:123743336
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/mshemans/python-for-data-analysis
twitter:imagehttps://opengraph.githubassets.com/4509727aff112fba6b536970621c7ae7c19fed23de9864ca6e88215c502adec5/mshemans/python-for-data-analysis
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/4509727aff112fba6b536970621c7ae7c19fed23de9864ca6e88215c502adec5/mshemans/python-for-data-analysis
og:image:altAn introduction to Python for data analysis. Contribute to mshemans/python-for-data-analysis development by creating an account on GitHub.
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None986b6a1d774985095564e64d6963d11f094da3d0e2bfda2ab1a27d63662eb033
turbo-cache-controlno-preview
go-importgithub.com/mshemans/python-for-data-analysis git https://github.com/mshemans/python-for-data-analysis.git
octolytics-dimension-user_id20216919
octolytics-dimension-user_loginmshemans
octolytics-dimension-repository_id123743336
octolytics-dimension-repository_nwomshemans/python-for-data-analysis
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id74525361
octolytics-dimension-repository_parent_nwocuttlefishh/python-for-data-analysis
octolytics-dimension-repository_network_root_id74525361
octolytics-dimension-repository_network_root_nwocuttlefishh/python-for-data-analysis
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release89ad2112b9c4e11df6a0c13c8c1f8eedd36b0977
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/mshemans/python-for-data-analysis#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmshemans%2Fpython-for-data-analysis
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://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%2Fmshemans%2Fpython-for-data-analysis
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=mshemans%2Fpython-for-data-analysis
Reloadhttps://github.com/mshemans/python-for-data-analysis
Reloadhttps://github.com/mshemans/python-for-data-analysis
Reloadhttps://github.com/mshemans/python-for-data-analysis
mshemans https://github.com/mshemans
python-for-data-analysishttps://github.com/mshemans/python-for-data-analysis
cuttlefishh/python-for-data-analysishttps://github.com/cuttlefishh/python-for-data-analysis
Notifications https://github.com/login?return_to=%2Fmshemans%2Fpython-for-data-analysis
Fork 0 https://github.com/login?return_to=%2Fmshemans%2Fpython-for-data-analysis
Star 0 https://github.com/login?return_to=%2Fmshemans%2Fpython-for-data-analysis
0 stars https://github.com/mshemans/python-for-data-analysis/stargazers
342 forks https://github.com/mshemans/python-for-data-analysis/forks
Branches https://github.com/mshemans/python-for-data-analysis/branches
Tags https://github.com/mshemans/python-for-data-analysis/tags
Activity https://github.com/mshemans/python-for-data-analysis/activity
Star https://github.com/login?return_to=%2Fmshemans%2Fpython-for-data-analysis
Notifications https://github.com/login?return_to=%2Fmshemans%2Fpython-for-data-analysis
Code https://github.com/mshemans/python-for-data-analysis
Pull requests 0 https://github.com/mshemans/python-for-data-analysis/pulls
Actions https://github.com/mshemans/python-for-data-analysis/actions
Projects 0 https://github.com/mshemans/python-for-data-analysis/projects
Wiki https://github.com/mshemans/python-for-data-analysis/wiki
Security Uh oh! There was an error while loading. Please reload this page. https://github.com/mshemans/python-for-data-analysis/security
Please reload this pagehttps://github.com/mshemans/python-for-data-analysis
Insights https://github.com/mshemans/python-for-data-analysis/pulse
Code https://github.com/mshemans/python-for-data-analysis
Pull requests https://github.com/mshemans/python-for-data-analysis/pulls
Actions https://github.com/mshemans/python-for-data-analysis/actions
Projects https://github.com/mshemans/python-for-data-analysis/projects
Wiki https://github.com/mshemans/python-for-data-analysis/wiki
Security https://github.com/mshemans/python-for-data-analysis/security
Insights https://github.com/mshemans/python-for-data-analysis/pulse
Brancheshttps://github.com/mshemans/python-for-data-analysis/branches
Tagshttps://github.com/mshemans/python-for-data-analysis/tags
https://github.com/mshemans/python-for-data-analysis/branches
https://github.com/mshemans/python-for-data-analysis/tags
95 Commitshttps://github.com/mshemans/python-for-data-analysis/commits/master/
https://github.com/mshemans/python-for-data-analysis/commits/master/
assignmentshttps://github.com/mshemans/python-for-data-analysis/tree/master/assignments
assignmentshttps://github.com/mshemans/python-for-data-analysis/tree/master/assignments
datahttps://github.com/mshemans/python-for-data-analysis/tree/master/data
datahttps://github.com/mshemans/python-for-data-analysis/tree/master/data
lessonshttps://github.com/mshemans/python-for-data-analysis/tree/master/lessons
lessonshttps://github.com/mshemans/python-for-data-analysis/tree/master/lessons
.gitignorehttps://github.com/mshemans/python-for-data-analysis/blob/master/.gitignore
.gitignorehttps://github.com/mshemans/python-for-data-analysis/blob/master/.gitignore
README.mdhttps://github.com/mshemans/python-for-data-analysis/blob/master/README.md
README.mdhttps://github.com/mshemans/python-for-data-analysis/blob/master/README.md
schedule.tsvhttps://github.com/mshemans/python-for-data-analysis/blob/master/schedule.tsv
schedule.tsvhttps://github.com/mshemans/python-for-data-analysis/blob/master/schedule.tsv
READMEhttps://github.com/mshemans/python-for-data-analysis
https://github.com/mshemans/python-for-data-analysis#sioc-209-python-for-data-analysis
https://github.com/mshemans/python-for-data-analysis#instructor
https://github.com/mshemans/python-for-data-analysis#meetings
https://github.com/mshemans/python-for-data-analysis#online-content
https://github.com/cuttlefishh/python-for-data-analysishttps://github.com/cuttlefishh/python-for-data-analysis
https://www.youtube.com/channel/UCVZrIrWtcvTzYlrNx7RcDyghttps://www.youtube.com/channel/UCVZrIrWtcvTzYlrNx7RcDyg
https://github.com/mshemans/python-for-data-analysis#textbooks
Learn Python 3 the Hard Wayhttps://learnpythonthehardway.org/python3/
Learning Pythonhttp://proquest.safaribooksonline.com/book/programming/python/9781449355722
Python for Data Analysishttp://proquest.safaribooksonline.com/book/programming/python/9781491957653
https://github.com/wesm/pydata-bookhttps://github.com/wesm/pydata-book
Safari Books Onlinehttp://proquest.safaribooksonline.com/?uicode=ucsd
https://github.com/mshemans/python-for-data-analysis#additional-materials
https://github.com/mshemans/python-for-data-analysis#command-line-resources
Git for Windowshttps://git-for-windows.github.io
Learning the Shellhttp://www.linuxcommand.org/learning_the_shell.php
Unix Tutorialhttp://evomics.org/unix-tutorial-2015/
Evomics 2015http://evomics.org/workshops/workshop-on-genomics/2015-workshop-on-genomics-cesky-krumlov/
Learn the Command Linehttps://www.codecademy.com/courses/learn-the-command-line
Learn Unix The Hard Wayhttp://cli.learncodethehardway.org/book/
https://github.com/mshemans/python-for-data-analysis#python-resources
MIT OpenCourseWarehttp://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-00sc-introduction-to-computer-science-and-programming-spring-2011/Syllabus/
SciPy Lectureshttps://scipy-lectures.github.io
MatPlotLib Cheatsheethttps://github.com/juliangaal/python-cheat-sheet/blob/master/Matplotlib/Matplotlib.md
https://github.com/mshemans/python-for-data-analysis#ipython-resources-from-cyrille-rossant
IPython Interactive Computing and Visualization Cookbookhttp://www.amazon.com/IPython-Interactive-Computing-Visualization-Cookbook/dp/1783284811
Learning IPython for Interactive Computing and Data Visualizationhttps://www.packtpub.com/big-data-and-business-intelligence/learning-ipython-interactive-computing-and-data-visualization
GitHub repohttps://github.com/rossant/ipython-minibook
https://github.com/mshemans/python-for-data-analysis#data-analysis-resources
10-minute Tour of Pandashttps://vimeo.com/59324550
R vs. Python for Data Analysishttp://www.r-bloggers.com/choosing-r-or-python-for-data-analysis-an-infographic/
Python Scripting for Computational Sciencehttp://www.springer.com/us/book/9783540739159
An Introduction To Applied Bioinformaticshttp://caporasolab.us/An-Introduction-To-Applied-Bioinformatics/
A Dramatic Tour through Python's Data Visualization Landscapehttps://dansaber.wordpress.com/2016/10/02/a-dramatic-tour-through-pythons-data-visualization-landscape-including-ggplot-and-altair/
https://github.com/mshemans/python-for-data-analysis#course-philosophy
https://github.com/mshemans/python-for-data-analysis#assignments
https://github.com/mshemans/python-for-data-analysis#weekly-assignments
https://github.com/mshemans/python-for-data-analysis#final-project
https://github.com/mshemans/python-for-data-analysis#schedule-overview
https://github.com/mshemans/python-for-data-analysis#detailed-schedule
1https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson01.md
2https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson02.md
3https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson03.md
4https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson04.ipynb
5https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson05.ipynb
6https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson06.ipynb
7https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson07.ipynb
8https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson08.ipynb
9https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson09.ipynb
10https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson10.ipynb
11https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson11.ipynb
12https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson12.ipynb
13https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson13.ipynb
Matplotlib 2D and 3D plotting in Pythonhttp://github.com/jrjohansson/scientific-python-lectures
14https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson14.ipynb
Seaborn Tutorialhttp://seaborn.pydata.org/tutorial.html
15https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson15.ipynb
16https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson16.ipynb
17https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson17.ipynb
18https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson18.ipynb
Bokeh User Guidehttp://bokeh.pydata.org/en/latest/docs/user_guide.html
19https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson19.md
20https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson20.md
Readme https://github.com/mshemans/python-for-data-analysis#readme-ov-file
Please reload this pagehttps://github.com/mshemans/python-for-data-analysis
Activityhttps://github.com/mshemans/python-for-data-analysis/activity
0 starshttps://github.com/mshemans/python-for-data-analysis/stargazers
1 watchinghttps://github.com/mshemans/python-for-data-analysis/watchers
0 forkshttps://github.com/mshemans/python-for-data-analysis/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fmshemans%2Fpython-for-data-analysis&report=mshemans+%28user%29
Releaseshttps://github.com/mshemans/python-for-data-analysis/releases
Packages 0https://github.com/users/mshemans/packages?repo_name=python-for-data-analysis
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width


URLs of crawlers that visited me.