René's URL Explorer Experiment


Title: GitHub - zluo/PythonDataScienceHandbook: Python Data Science Handbook: full text in Jupyter Notebooks

Open Graph Title: GitHub - zluo/PythonDataScienceHandbook: Python Data Science Handbook: full text in Jupyter Notebooks

X Title: GitHub - zluo/PythonDataScienceHandbook: Python Data Science Handbook: full text in Jupyter Notebooks

Description: Python Data Science Handbook: full text in Jupyter Notebooks - zluo/PythonDataScienceHandbook

Open Graph Description: Python Data Science Handbook: full text in Jupyter Notebooks - zluo/PythonDataScienceHandbook

X Description: Python Data Science Handbook: full text in Jupyter Notebooks - zluo/PythonDataScienceHandbook

Opengraph URL: https://github.com/zluo/PythonDataScienceHandbook

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:622ee000-db81-3d7a-0473-d26f13dbcd2a
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idACE8:39BB24:268DA25:3326737:6971C547
html-safe-nonceba3dee95c7a18f171cf425751352f35ef872f0cd32a6f18db408aff62c24c8af
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBQ0U4OjM5QkIyNDoyNjhEQTI1OjMzMjY3Mzc6Njk3MUM1NDciLCJ2aXNpdG9yX2lkIjoiMzk1OTEzNjYzNjU5NDQwNjcyOCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac1e12853d450fa3ca22d2e4fd7a2defb3fd5e62e7d1c7624d8b2633d480131a86
hovercard-subject-tagrepository:675763334
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/zluo/PythonDataScienceHandbook
twitter:imagehttps://opengraph.githubassets.com/591bd9d6d264392c4298c8833e43825b6414c557041a231a55afa4385f60cf4f/zluo/PythonDataScienceHandbook
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/591bd9d6d264392c4298c8833e43825b6414c557041a231a55afa4385f60cf4f/zluo/PythonDataScienceHandbook
og:image:altPython Data Science Handbook: full text in Jupyter Notebooks - zluo/PythonDataScienceHandbook
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Noneac615aa66802dad9a938c6abe95edf09ee43c0c7f508315b64b08612858ef32e
turbo-cache-controlno-preview
go-importgithub.com/zluo/PythonDataScienceHandbook git https://github.com/zluo/PythonDataScienceHandbook.git
octolytics-dimension-user_id437204
octolytics-dimension-user_loginzluo
octolytics-dimension-repository_id675763334
octolytics-dimension-repository_nwozluo/PythonDataScienceHandbook
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id65388917
octolytics-dimension-repository_parent_nwojakevdp/PythonDataScienceHandbook
octolytics-dimension-repository_network_root_id65388917
octolytics-dimension-repository_network_root_nwojakevdp/PythonDataScienceHandbook
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
release6b618569a5f93e0b31f97f620112341421ef5f69
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fzluo%2FPythonDataScienceHandbook
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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fzluo%2FPythonDataScienceHandbook
Sign up https://patch-diff.githubusercontent.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=zluo%2FPythonDataScienceHandbook
Reloadhttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook
Reloadhttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook
Reloadhttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook
zluo https://patch-diff.githubusercontent.com/zluo
PythonDataScienceHandbookhttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook
jakevdp/PythonDataScienceHandbookhttps://patch-diff.githubusercontent.com/jakevdp/PythonDataScienceHandbook
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fzluo%2FPythonDataScienceHandbook
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fzluo%2FPythonDataScienceHandbook
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fzluo%2FPythonDataScienceHandbook
jakevdp.github.io/PythonDataScienceHandbookhttp://jakevdp.github.io/PythonDataScienceHandbook
MIT license https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/LICENSE-CODE
0 stars https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/stargazers
18.7k forks https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/forks
Branches https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/branches
Tags https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/tags
Activity https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fzluo%2FPythonDataScienceHandbook
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fzluo%2FPythonDataScienceHandbook
Code https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook
Pull requests 0 https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/pulls
Actions https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/actions
Projects 0 https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/projects
Security Uh oh! There was an error while loading. Please reload this page. https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/security
Please reload this pagehttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook
Insights https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/pulse
Code https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook
Pull requests https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/pulls
Actions https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/actions
Projects https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/projects
Security https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/security
Insights https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/pulse
Brancheshttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/branches
Tagshttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/tags
https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/branches
https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/tags
235 Commitshttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/commits/master/
https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/commits/master/
notebookshttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/tree/master/notebooks
notebookshttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/tree/master/notebooks
notebooks_v1https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/tree/master/notebooks_v1
notebooks_v1https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/tree/master/notebooks_v1
notebooks_v2https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/tree/master/notebooks_v2
notebooks_v2https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/tree/master/notebooks_v2
toolshttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/tree/master/tools
toolshttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/tree/master/tools
websitehttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/tree/master/website
websitehttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/tree/master/website
.gitignorehttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/.gitignore
.gitmoduleshttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/.gitmodules
.gitmoduleshttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/.gitmodules
LICENSE-CODEhttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/LICENSE-CODE
LICENSE-CODEhttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/LICENSE-CODE
LICENSE-TEXThttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/LICENSE-TEXT
LICENSE-TEXThttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/LICENSE-TEXT
README.mdhttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/README.md
environment.ymlhttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/environment.yml
environment.ymlhttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/environment.yml
requirements.txthttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/requirements.txt
requirements.txthttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/requirements.txt
READMEhttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook
Licensehttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook
https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook#python-data-science-handbook
https://mybinder.org/v2/gh/jakevdp/PythonDataScienceHandbook/master?filepath=notebooks%2FIndex.ipynb
https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/Index.ipynb
Python Data Science Handbookhttp://shop.oreilly.com/product/0636920034919.do
https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/notebooks/figures/PDSH-cover.png
https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook#how-to-use-this-book
https://jakevdp.github.io/PythonDataScienceHandbook/https://jakevdp.github.io/PythonDataScienceHandbook/
notebookshttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/notebooks
Google Colabhttp://colab.research.google.com
https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/Index.ipynb
binderhttps://beta.mybinder.org/
https://mybinder.org/v2/gh/jakevdp/PythonDataScienceHandbook/master?filepath=notebooks%2FIndex.ipynb
O'Reilly Mediahttp://shop.oreilly.com/product/0636920034919.do
https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook#about
IPythonhttp://ipython.org
NumPyhttp://numpy.org
Pandashttp://pandas.pydata.org
Matplotlibhttp://matplotlib.org
Scikit-Learnhttp://scikit-learn.org
A Whirlwind Tour of Pythonhttps://github.com/jakevdp/WhirlwindTourOfPython
Index.ipynbhttp://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/Index.ipynb
https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook#software
requirements.txthttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/requirements.txt
condahttp://conda.pydata.org
Managing Environmentshttp://conda.pydata.org/docs/using/envs.html
https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook#license
https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook#code
MIT licensehttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/LICENSE-CODE
Open Source Initiativehttps://opensource.org/licenses/MIT
https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook#text
CC-BY-NC-ND licensehttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/blob/master/LICENSE-TEXT
Creative Commonshttps://creativecommons.org/licenses/by-nc-nd/3.0/us/legalcode
jakevdp.github.io/PythonDataScienceHandbookhttp://jakevdp.github.io/PythonDataScienceHandbook
Readme https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook
Activityhttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/activity
0 starshttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/watchers
0 forkshttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fzluo%2FPythonDataScienceHandbook&report=zluo+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/zluo/PythonDataScienceHandbook/releases
Packages 0https://patch-diff.githubusercontent.com/users/zluo/packages?repo_name=PythonDataScienceHandbook
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.