René's URL Explorer Experiment


Title: GitHub - zhaoke2011/PythonDataAnalysis: The data and code that used in my book.

Open Graph Title: GitHub - zhaoke2011/PythonDataAnalysis: The data and code that used in my book.

X Title: GitHub - zhaoke2011/PythonDataAnalysis: The data and code that used in my book.

Description: The data and code that used in my book. Contribute to zhaoke2011/PythonDataAnalysis development by creating an account on GitHub.

Open Graph Description: The data and code that used in my book. Contribute to zhaoke2011/PythonDataAnalysis development by creating an account on GitHub.

X Description: The data and code that used in my book. Contribute to zhaoke2011/PythonDataAnalysis development by creating an account on GitHub.

Mail addresses
datahonor@gmail.com

Opengraph URL: https://github.com/zhaoke2011/PythonDataAnalysis

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:93853c15-b8d5-2d42-84db-2d5348fa3618
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idDE54:3210C6:45FC3B:615A98:6979EA30
html-safe-nonce11868da9b3f903092d8dd133520bff65a04c4881f4c4e5be1169258c752e2e4f
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJERTU0OjMyMTBDNjo0NUZDM0I6NjE1QTk4OjY5NzlFQTMwIiwidmlzaXRvcl9pZCI6IjU1NTY4ODIyNzc2NDEzNDk2ODAiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac53d26d7bc970c1aa331fc9cde379bb26728de24a09ddb788685ca770836a5a31
hovercard-subject-tagrepository:223193938
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/zhaoke2011/PythonDataAnalysis
twitter:imagehttps://opengraph.githubassets.com/ec457624f2641e7380a3dd2f202002559dd2191666c692cb5d886d7cc674344d/zhaoke2011/PythonDataAnalysis
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/ec457624f2641e7380a3dd2f202002559dd2191666c692cb5d886d7cc674344d/zhaoke2011/PythonDataAnalysis
og:image:altThe data and code that used in my book. Contribute to zhaoke2011/PythonDataAnalysis development by creating an account on GitHub.
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None2b107eb9d90c9cac30a73eb8cbff9f061e7aa8abfc974388da184e33e9167b4a
turbo-cache-controlno-preview
go-importgithub.com/zhaoke2011/PythonDataAnalysis git https://github.com/zhaoke2011/PythonDataAnalysis.git
octolytics-dimension-user_id8956553
octolytics-dimension-user_loginzhaoke2011
octolytics-dimension-repository_id223193938
octolytics-dimension-repository_nwozhaoke2011/PythonDataAnalysis
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id95978701
octolytics-dimension-repository_parent_nwoshenxiangzhuang/PythonDataAnalysis
octolytics-dimension-repository_network_root_id95978701
octolytics-dimension-repository_network_root_nwoshenxiangzhuang/PythonDataAnalysis
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
release75a30058d87f7b8589a6b33465b5fba211abe7ed
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fzhaoke2011%2FPythonDataAnalysis
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%2Fzhaoke2011%2FPythonDataAnalysis
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=zhaoke2011%2FPythonDataAnalysis
Reloadhttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis
Reloadhttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis
Reloadhttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis
zhaoke2011 https://patch-diff.githubusercontent.com/zhaoke2011
PythonDataAnalysishttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis
shenxiangzhuang/PythonDataAnalysishttps://patch-diff.githubusercontent.com/shenxiangzhuang/PythonDataAnalysis
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fzhaoke2011%2FPythonDataAnalysis
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fzhaoke2011%2FPythonDataAnalysis
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fzhaoke2011%2FPythonDataAnalysis
0 stars https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/stargazers
46 forks https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/forks
Branches https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/branches
Tags https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/tags
Activity https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fzhaoke2011%2FPythonDataAnalysis
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fzhaoke2011%2FPythonDataAnalysis
Code https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis
Pull requests 0 https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/pulls
Actions https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/actions
Projects 0 https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/projects
Security 0 https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/security
Insights https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/pulse
Code https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis
Pull requests https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/pulls
Actions https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/actions
Projects https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/projects
Security https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/security
Insights https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/pulse
Brancheshttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/branches
Tagshttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/tags
https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/branches
https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/tags
12 Commitshttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/commits/master/
https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/commits/master/
.ideahttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/tree/master/.idea
.ideahttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/tree/master/.idea
Ch0Grammarhttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/tree/master/Ch0Grammar
Ch0Grammarhttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/tree/master/Ch0Grammar
Ch1Spiderhttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/tree/master/Ch1Spider
Ch1Spiderhttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/tree/master/Ch1Spider
Ch2Datahttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/tree/master/Ch2Data
Ch2Datahttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/tree/master/Ch2Data
Ch3Analysis-Visualizationhttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/tree/master/Ch3Analysis-Visualization
Ch3Analysis-Visualizationhttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/tree/master/Ch3Analysis-Visualization
Ch4Data-Lifehttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/tree/master/Ch4Data-Life
Ch4Data-Lifehttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/tree/master/Ch4Data-Life
Reporthttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/tree/master/Report
Reporthttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/tree/master/Report
.gitignorehttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/blob/master/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/blob/master/.gitignore
README.mdhttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/blob/master/README.md
READMEhttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis
https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis#python数据分析入门从数据获取到可视化
https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis#概览
https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis#问题提交
出版社http://www.broadview.com.cn/book/5010
https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis#勘误
博客http://datahonor.com/2017/03/22/%E5%88%A9%E7%94%A8Python%E8%A7%A3%E7%BA%BF%E6%80%A7%E8%A7%84%E5%88%92%E9%97%AE%E9%A2%98-LP/
https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis#意见征集
Readme https://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis#readme-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis
Activityhttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/activity
0 starshttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/watchers
0 forkshttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fzhaoke2011%2FPythonDataAnalysis&report=zhaoke2011+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/zhaoke2011/PythonDataAnalysis/releases
Packages 0https://patch-diff.githubusercontent.com/users/zhaoke2011/packages?repo_name=PythonDataAnalysis
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.