René's URL Explorer Experiment

Title: GitHub - programmers-nightmare/PythonDataScienceHandbook: Python Data Science Handbook: full text in Jupyter Notebooks · GitHub

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

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

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

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

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

Opengraph URL: https://github.com/programmers-nightmare/PythonDataScienceHandbook

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:655cd122-91db-96e6-4358-5dd77cb321f7
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	ED76:21F6EA:124D28F:19676FE:6A4CA692
html-safe-nonce	355b1ba22cef0952df3b31a98a91330bdcf7a8c7775e78168b8a9d61fa074e34
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFRDc2OjIxRjZFQToxMjREMjhGOjE5Njc2RkU6NkE0Q0E2OTIiLCJ2aXNpdG9yX2lkIjoiNDU3NzU5MTU2MDQ5NzgzMzYxOCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	57d9bc6aae94be79fa769468070da214ca3757069639313017527e6e73160074
hovercard-subject-tag	repository:330432273
github-keyboard-shortcuts	repository,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/programmers-nightmare/PythonDataScienceHandbook
twitter:image	https://opengraph.githubassets.com/4e1d641b0754f8df5c3c91013ac9cf9f19183dc464964bf734ce1796d204fcd9/programmers-nightmare/PythonDataScienceHandbook
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/4e1d641b0754f8df5c3c91013ac9cf9f19183dc464964bf734ce1796d204fcd9/programmers-nightmare/PythonDataScienceHandbook
og:image:alt	Python Data Science Handbook: full text in Jupyter Notebooks - programmers-nightmare/PythonDataScienceHandbook
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	3d11bb817438277de2a940854450e83a7d32b6aeb5014e9e6b00a6423900251c
turbo-cache-control	no-cache
go-import	github.com/programmers-nightmare/PythonDataScienceHandbook git https://github.com/programmers-nightmare/PythonDataScienceHandbook.git
octolytics-dimension-user_id	12707660
octolytics-dimension-user_login	programmers-nightmare
octolytics-dimension-repository_id	330432273
octolytics-dimension-repository_nwo	programmers-nightmare/PythonDataScienceHandbook
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	65388917
octolytics-dimension-repository_parent_nwo	jakevdp/PythonDataScienceHandbook
octolytics-dimension-repository_network_root_id	65388917
octolytics-dimension-repository_network_root_nwo	jakevdp/PythonDataScienceHandbook
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	ae90d426644ca15e89bacceb72e51f4e9dbf85f7
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/programmers-nightmare/PythonDataScienceHandbook#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fprogrammers-nightmare%2FPythonDataScienceHandbook
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
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/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/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/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%2Fprogrammers-nightmare%2FPythonDataScienceHandbook
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=programmers-nightmare%2FPythonDataScienceHandbook
Reload	https://github.com/programmers-nightmare/PythonDataScienceHandbook
Reload	https://github.com/programmers-nightmare/PythonDataScienceHandbook
Reload	https://github.com/programmers-nightmare/PythonDataScienceHandbook
programmers-nightmare	https://github.com/programmers-nightmare
PythonDataScienceHandbook	https://github.com/programmers-nightmare/PythonDataScienceHandbook
jakevdp/PythonDataScienceHandbook	https://github.com/jakevdp/PythonDataScienceHandbook
Notifications	https://github.com/login?return_to=%2Fprogrammers-nightmare%2FPythonDataScienceHandbook
Fork 0	https://github.com/login?return_to=%2Fprogrammers-nightmare%2FPythonDataScienceHandbook
Star 0	https://github.com/login?return_to=%2Fprogrammers-nightmare%2FPythonDataScienceHandbook
Code	https://github.com/programmers-nightmare/PythonDataScienceHandbook
Pull requests 0	https://github.com/programmers-nightmare/PythonDataScienceHandbook/pulls
Actions	https://github.com/programmers-nightmare/PythonDataScienceHandbook/actions
Projects	https://github.com/programmers-nightmare/PythonDataScienceHandbook/projects
Security and quality 0	https://github.com/programmers-nightmare/PythonDataScienceHandbook/security
Insights	https://github.com/programmers-nightmare/PythonDataScienceHandbook/pulse
Code	https://github.com/programmers-nightmare/PythonDataScienceHandbook
Pull requests	https://github.com/programmers-nightmare/PythonDataScienceHandbook/pulls
Actions	https://github.com/programmers-nightmare/PythonDataScienceHandbook/actions
Projects	https://github.com/programmers-nightmare/PythonDataScienceHandbook/projects
Security and quality	https://github.com/programmers-nightmare/PythonDataScienceHandbook/security
Insights	https://github.com/programmers-nightmare/PythonDataScienceHandbook/pulse
	https://github.com/programmers-nightmare/PythonDataScienceHandbook
Branches	https://github.com/programmers-nightmare/PythonDataScienceHandbook/branches
Tags	https://github.com/programmers-nightmare/PythonDataScienceHandbook/tags
	https://github.com/programmers-nightmare/PythonDataScienceHandbook/branches
	https://github.com/programmers-nightmare/PythonDataScienceHandbook/tags
235 Commits	https://github.com/programmers-nightmare/PythonDataScienceHandbook/commits/master/
	https://github.com/programmers-nightmare/PythonDataScienceHandbook/commits/master/
notebooks	https://github.com/programmers-nightmare/PythonDataScienceHandbook/tree/master/notebooks
notebooks	https://github.com/programmers-nightmare/PythonDataScienceHandbook/tree/master/notebooks
tools	https://github.com/programmers-nightmare/PythonDataScienceHandbook/tree/master/tools
tools	https://github.com/programmers-nightmare/PythonDataScienceHandbook/tree/master/tools
website	https://github.com/programmers-nightmare/PythonDataScienceHandbook/tree/master/website
website	https://github.com/programmers-nightmare/PythonDataScienceHandbook/tree/master/website
.gitignore	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/.gitignore
.gitignore	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/.gitignore
.gitmodules	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/.gitmodules
.gitmodules	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/.gitmodules
LICENSE-CODE	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/LICENSE-CODE
LICENSE-CODE	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/LICENSE-CODE
LICENSE-TEXT	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/LICENSE-TEXT
LICENSE-TEXT	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/LICENSE-TEXT
README.md	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/README.md
README.md	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/README.md
environment.yml	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/environment.yml
environment.yml	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/environment.yml
requirements.txt	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/requirements.txt
requirements.txt	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/requirements.txt
README	https://github.com/programmers-nightmare/PythonDataScienceHandbook
MIT license	https://github.com/programmers-nightmare/PythonDataScienceHandbook
License	https://github.com/programmers-nightmare/PythonDataScienceHandbook
	https://github.com/programmers-nightmare/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 Handbook	http://shop.oreilly.com/product/0636920034919.do
	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/notebooks/figures/PDSH-cover.png
	https://github.com/programmers-nightmare/PythonDataScienceHandbook#how-to-use-this-book
https://jakevdp.github.io/PythonDataScienceHandbook/	https://jakevdp.github.io/PythonDataScienceHandbook/
notebooks	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/notebooks
Google Colab	http://colab.research.google.com
	https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/Index.ipynb
binder	https://beta.mybinder.org/
	https://mybinder.org/v2/gh/jakevdp/PythonDataScienceHandbook/master?filepath=notebooks%2FIndex.ipynb
O'Reilly Media	http://shop.oreilly.com/product/0636920034919.do
	https://github.com/programmers-nightmare/PythonDataScienceHandbook#about
IPython	http://ipython.org
NumPy	http://numpy.org
Pandas	http://pandas.pydata.org
Matplotlib	http://matplotlib.org
Scikit-Learn	http://scikit-learn.org
A Whirlwind Tour of Python	https://github.com/jakevdp/WhirlwindTourOfPython
Index.ipynb	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/Index.ipynb
	https://github.com/programmers-nightmare/PythonDataScienceHandbook#software
requirements.txt	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/requirements.txt
conda	http://conda.pydata.org
Managing Environments	http://conda.pydata.org/docs/using/envs.html
	https://github.com/programmers-nightmare/PythonDataScienceHandbook#license
	https://github.com/programmers-nightmare/PythonDataScienceHandbook#code
MIT license	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/LICENSE-CODE
Open Source Initiative	https://opensource.org/licenses/MIT
	https://github.com/programmers-nightmare/PythonDataScienceHandbook#text
CC-BY-NC-ND license	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/LICENSE-TEXT
Creative Commons	https://creativecommons.org/licenses/by-nc-nd/3.0/us/legalcode
jakevdp.github.io/PythonDataScienceHandbook	http://jakevdp.github.io/PythonDataScienceHandbook
Readme	https://github.com/programmers-nightmare/PythonDataScienceHandbook#readme-ov-file
MIT LICENSE-CODE	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/LICENSE-CODE
Unknown LICENSE-TEXT	https://github.com/programmers-nightmare/PythonDataScienceHandbook/blob/master/LICENSE-TEXT
Please reload this page	https://github.com/programmers-nightmare/PythonDataScienceHandbook
Activity	https://github.com/programmers-nightmare/PythonDataScienceHandbook/activity
0 forks	https://github.com/programmers-nightmare/PythonDataScienceHandbook/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fprogrammers-nightmare%2FPythonDataScienceHandbook&report=programmers-nightmare+%28user%29
Releases	https://github.com/programmers-nightmare/PythonDataScienceHandbook/releases
Packages 0	https://github.com/users/programmers-nightmare/packages?repo_name=PythonDataScienceHandbook
Please reload this page	https://github.com/programmers-nightmare/PythonDataScienceHandbook
Contributors	https://github.com/programmers-nightmare/PythonDataScienceHandbook/graphs/contributors
Please reload this page	https://github.com/programmers-nightmare/PythonDataScienceHandbook
	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.