René's URL Explorer Experiment


Title: GitHub - DataSimply/Python-for-data-analysis: Notes and exercises from the book "Python for Data Analysis" by Wes McKinney

Open Graph Title: GitHub - DataSimply/Python-for-data-analysis: Notes and exercises from the book "Python for Data Analysis" by Wes McKinney

X Title: GitHub - DataSimply/Python-for-data-analysis: Notes and exercises from the book "Python for Data Analysis" by Wes McKinney

Description: Notes and exercises from the book "Python for Data Analysis" by Wes McKinney - DataSimply/Python-for-data-analysis

Open Graph Description: Notes and exercises from the book "Python for Data Analysis" by Wes McKinney - DataSimply/Python-for-data-analysis

X Description: Notes and exercises from the book "Python for Data Analysis" by Wes McKinney - DataSimply/Python-for-data-analysis

Opengraph URL: https://github.com/DataSimply/Python-for-data-analysis

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:89878e19-c23a-17e2-c22d-8dbf4594fbd2
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idA322:217C4D:2159283:2CD90D5:696ECA97
html-safe-nonceaa26368d301204b1eb609b6f66b2a0a27c2e0fe348ba6807c973486c8225735b
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBMzIyOjIxN0M0RDoyMTU5MjgzOjJDRDkwRDU6Njk2RUNBOTciLCJ2aXNpdG9yX2lkIjoiMjU4NzEwOTEyMzQzMzYxMzk3NSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac301d556810fada51434b0d746eb6d67483d4ae50df9a794b3c2dad2a904b8546
hovercard-subject-tagrepository:156252846
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/DataSimply/Python-for-data-analysis
twitter:imagehttps://opengraph.githubassets.com/e563980bc53f19348ee491dc28d7b609c2714a74d877db0ee5d77adb7414ee92/DataSimply/Python-for-data-analysis
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/e563980bc53f19348ee491dc28d7b609c2714a74d877db0ee5d77adb7414ee92/DataSimply/Python-for-data-analysis
og:image:altNotes and exercises from the book "Python for Data Analysis" by Wes McKinney - DataSimply/Python-for-data-analysis
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Noneb278ad162d35332b6de714dfb005de04386c4d92df6475522bef910f491a35ee
turbo-cache-controlno-preview
go-importgithub.com/DataSimply/Python-for-data-analysis git https://github.com/DataSimply/Python-for-data-analysis.git
octolytics-dimension-user_id2318754
octolytics-dimension-user_loginDataSimply
octolytics-dimension-repository_id156252846
octolytics-dimension-repository_nwoDataSimply/Python-for-data-analysis
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id156252825
octolytics-dimension-repository_parent_nwomichellebonat/Python-for-data-analysis
octolytics-dimension-repository_network_root_id45167525
octolytics-dimension-repository_network_root_nwot-redactyl/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
release39aed5006635ab6f45e6b77d23e73b08a00272a3
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FDataSimply%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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FDataSimply%2FPython-for-data-analysis
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=DataSimply%2FPython-for-data-analysis
Reloadhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis
Reloadhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis
Reloadhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis
DataSimply https://patch-diff.githubusercontent.com/DataSimply
Python-for-data-analysishttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis
michellebonat/Python-for-data-analysishttps://patch-diff.githubusercontent.com/michellebonat/Python-for-data-analysis
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FDataSimply%2FPython-for-data-analysis
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2FDataSimply%2FPython-for-data-analysis
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2FDataSimply%2FPython-for-data-analysis
0 stars https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/stargazers
14 forks https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/forks
Branches https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/branches
Tags https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/tags
Activity https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2FDataSimply%2FPython-for-data-analysis
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FDataSimply%2FPython-for-data-analysis
Code https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis
Pull requests 0 https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/pulls
Actions https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/actions
Projects 0 https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/projects
Wiki https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/wiki
Security Uh oh! There was an error while loading. Please reload this page. https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/security
Please reload this pagehttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis
Insights https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/pulse
Code https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis
Pull requests https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/pulls
Actions https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/actions
Projects https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/projects
Wiki https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/wiki
Security https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/security
Insights https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/pulse
Brancheshttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/branches
Tagshttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/tags
https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/branches
https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/tags
14 Commitshttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/commits/master/
https://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/commits/master/
ml-1mhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/tree/master/ml-1m
ml-1mhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/tree/master/ml-1m
nameshttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/tree/master/names
nameshttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/tree/master/names
Chapter 2 notes.pyhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/Chapter%202%20notes.py
Chapter 2 notes.pyhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/Chapter%202%20notes.py
array_archive.npzhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/array_archive.npz
array_archive.npzhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/array_archive.npz
array_ex.txthttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/array_ex.txt
array_ex.txthttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/array_ex.txt
babynames_notebook.ipynbhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/babynames_notebook.ipynb
babynames_notebook.ipynbhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/babynames_notebook.ipynb
cprof_example.pyhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/cprof_example.py
cprof_example.pyhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/cprof_example.py
ipython_script_test.pyhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/ipython_script_test.py
ipython_script_test.pyhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/ipython_script_test.py
pfda_chapter_2.ipynbhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/pfda_chapter_2.ipynb
pfda_chapter_2.ipynbhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/pfda_chapter_2.ipynb
pfda_chapter_3.ipynbhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/pfda_chapter_3.ipynb
pfda_chapter_3.ipynbhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/pfda_chapter_3.ipynb
pfda_chapter_4.ipynbhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/pfda_chapter_4.ipynb
pfda_chapter_4.ipynbhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/pfda_chapter_4.ipynb
pfda_chapter_5.ipynbhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/pfda_chapter_5.ipynb
pfda_chapter_5.ipynbhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/pfda_chapter_5.ipynb
pfda_chapter_6.ipynbhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/pfda_chapter_6.ipynb
pfda_chapter_6.ipynbhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/pfda_chapter_6.ipynb
pfda_chapter_7.ipynbhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/pfda_chapter_7.ipynb
pfda_chapter_7.ipynbhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/pfda_chapter_7.ipynb
pfda_chapter_8.ipynbhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/pfda_chapter_8.ipynb
pfda_chapter_8.ipynbhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/pfda_chapter_8.ipynb
pfda_chapter_9.ipynbhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/pfda_chapter_9.ipynb
pfda_chapter_9.ipynbhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/pfda_chapter_9.ipynb
some_array.npyhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/some_array.npy
some_array.npyhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/some_array.npy
teapot.txthttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/teapot.txt
teapot.txthttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/blob/master/teapot.txt
Please reload this pagehttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis
Activityhttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/activity
Custom propertieshttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/custom-properties
0 starshttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/stargazers
1 watchinghttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/watchers
0 forkshttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FDataSimply%2FPython-for-data-analysis&report=DataSimply+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/DataSimply/Python-for-data-analysis/releases
Packages 0https://patch-diff.githubusercontent.com/orgs/DataSimply/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.