René's URL Explorer Experiment


Title: python_tutorial/chapter4 at master · LudwigLo/python_tutorial · GitHub

Open Graph Title: python_tutorial/chapter4 at master · LudwigLo/python_tutorial

X Title: python_tutorial/chapter4 at master · LudwigLo/python_tutorial

Description: python book. Contribute to LudwigLo/python_tutorial development by creating an account on GitHub.

Open Graph Description: python book. Contribute to LudwigLo/python_tutorial development by creating an account on GitHub.

X Description: python book. Contribute to LudwigLo/python_tutorial development by creating an account on GitHub.

Opengraph URL: https://github.com/LudwigLo/python_tutorial/tree/master/chapter4

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository/tree/*name(/*path)
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:eafde8d8-04c3-0849-eeac-ba51c3ca99aa
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idBFF4:1D4E56:567322C:756E1BA:6A5DEFB4
html-safe-nonce3d3e77a6f1990ec3eb1f3216a320dacd296ee0d4349b89dd29db6e37fdac8365
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCRkY0OjFENEU1Njo1NjczMjJDOjc1NkUxQkE6NkE1REVGQjQiLCJ2aXNpdG9yX2lkIjoiNDQ3ODI0NTM1MDU4MDAyMzIyMCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacb9b0f2448d93638efa657e0cc3860a86a542f5306ba1b72d4b89187f27d84eed
hovercard-subject-tagrepository:109687663
github-keyboard-shortcutsrepository,source-code,file-tree,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location///files/disambiguate
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/LudwigLo/python_tutorial/tree/master/chapter4
twitter:imagehttps://opengraph.githubassets.com/77a870b989adc4841cec5b361c7188e9f0b981db2bb65508d1c2ab80189f2a8f/LudwigLo/python_tutorial
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/77a870b989adc4841cec5b361c7188e9f0b981db2bb65508d1c2ab80189f2a8f/LudwigLo/python_tutorial
og:image:altpython book. Contribute to LudwigLo/python_tutorial development by creating an account on GitHub.
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None8e8f322dc74b1a8d5bafb296008dbb96bb4a0bc6ee2d6f30844ab111697c520d
turbo-cache-controlno-cache
go-importgithub.com/LudwigLo/python_tutorial git https://github.com/LudwigLo/python_tutorial.git
octolytics-dimension-user_id32283786
octolytics-dimension-user_loginLudwigLo
octolytics-dimension-repository_id109687663
octolytics-dimension-repository_nwoLudwigLo/python_tutorial
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id82160930
octolytics-dimension-repository_parent_nwoliupengyuan/python_tutorial
octolytics-dimension-repository_network_root_id82160930
octolytics-dimension-repository_network_root_nwoliupengyuan/python_tutorial
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
release7ae00b343090b49d0d18b8184187f51a39ed917c
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/LudwigLo/python_tutorial/tree/master/chapter4#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FLudwigLo%2Fpython_tutorial%2Ftree%2Fmaster%2Fchapter4
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
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
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/accelerator
GitHub Starshttps://stars.github.com
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/enterprise/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%2FLudwigLo%2Fpython_tutorial%2Ftree%2Fmaster%2Fchapter4
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%2Ffiles%2Fdisambiguate&source=header-repo&source_repo=LudwigLo%2Fpython_tutorial
Reloadhttps://github.com/LudwigLo/python_tutorial/tree/master/chapter4
Reloadhttps://github.com/LudwigLo/python_tutorial/tree/master/chapter4
Reloadhttps://github.com/LudwigLo/python_tutorial/tree/master/chapter4
LudwigLo https://github.com/LudwigLo
python_tutorialhttps://github.com/LudwigLo/python_tutorial
liupengyuan/python_tutorialhttps://github.com/liupengyuan/python_tutorial
Notifications https://github.com/login?return_to=%2FLudwigLo%2Fpython_tutorial
Fork 0 https://github.com/login?return_to=%2FLudwigLo%2Fpython_tutorial
Star 0 https://github.com/login?return_to=%2FLudwigLo%2Fpython_tutorial
Code https://github.com/LudwigLo/python_tutorial
Pull requests 0 https://github.com/LudwigLo/python_tutorial/pulls
Actions https://github.com/LudwigLo/python_tutorial/actions
Projects https://github.com/LudwigLo/python_tutorial/projects
Wiki https://github.com/LudwigLo/python_tutorial/wiki
Security and quality 0 https://github.com/LudwigLo/python_tutorial/security
Insights https://github.com/LudwigLo/python_tutorial/pulse
Code https://github.com/LudwigLo/python_tutorial
Pull requests https://github.com/LudwigLo/python_tutorial/pulls
Actions https://github.com/LudwigLo/python_tutorial/actions
Projects https://github.com/LudwigLo/python_tutorial/projects
Wiki https://github.com/LudwigLo/python_tutorial/wiki
Security and quality https://github.com/LudwigLo/python_tutorial/security
Insights https://github.com/LudwigLo/python_tutorial/pulse
https://github.com/LudwigLo/python_tutorial
python_tutorialhttps://github.com/LudwigLo/python_tutorial/tree/master
Historyhttps://github.com/LudwigLo/python_tutorial/commits/master/chapter4
https://github.com/LudwigLo/python_tutorial/commits/master/chapter4
python_tutorialhttps://github.com/LudwigLo/python_tutorial/tree/master
..https://github.com/LudwigLo/python_tutorial/tree/master
project_listhttps://github.com/LudwigLo/python_tutorial/tree/master/chapter4/project_list
project_listhttps://github.com/LudwigLo/python_tutorial/tree/master/chapter4/project_list
content_data_analysis.mdhttps://github.com/LudwigLo/python_tutorial/blob/master/chapter4/content_data_analysis.md
content_data_analysis.mdhttps://github.com/LudwigLo/python_tutorial/blob/master/chapter4/content_data_analysis.md
countrys_freq.xlsxhttps://github.com/LudwigLo/python_tutorial/blob/master/chapter4/countrys_freq.xlsx
countrys_freq.xlsxhttps://github.com/LudwigLo/python_tutorial/blob/master/chapter4/countrys_freq.xlsx
novel_site_list.mdhttps://github.com/LudwigLo/python_tutorial/blob/master/chapter4/novel_site_list.md
novel_site_list.mdhttps://github.com/LudwigLo/python_tutorial/blob/master/chapter4/novel_site_list.md
pandas_Tutorial_1(Series).ipynbhttps://github.com/LudwigLo/python_tutorial/blob/master/chapter4/pandas_Tutorial_1(Series).ipynb
pandas_Tutorial_1(Series).ipynbhttps://github.com/LudwigLo/python_tutorial/blob/master/chapter4/pandas_Tutorial_1(Series).ipynb
pandas_Tutorial_2(DataFrame).ipynbhttps://github.com/LudwigLo/python_tutorial/blob/master/chapter4/pandas_Tutorial_2(DataFrame).ipynb
pandas_Tutorial_2(DataFrame).ipynbhttps://github.com/LudwigLo/python_tutorial/blob/master/chapter4/pandas_Tutorial_2(DataFrame).ipynb
pandas_Tutorial_3(group).ipynbhttps://github.com/LudwigLo/python_tutorial/blob/master/chapter4/pandas_Tutorial_3(group).ipynb
pandas_Tutorial_3(group).ipynbhttps://github.com/LudwigLo/python_tutorial/blob/master/chapter4/pandas_Tutorial_3(group).ipynb
readme.mdhttps://github.com/LudwigLo/python_tutorial/blob/master/chapter4/readme.md
readme.mdhttps://github.com/LudwigLo/python_tutorial/blob/master/chapter4/readme.md
爬虫入门.mdhttps://github.com/LudwigLo/python_tutorial/blob/master/chapter4/%E7%88%AC%E8%99%AB%E5%85%A5%E9%97%A8.md
爬虫入门.mdhttps://github.com/LudwigLo/python_tutorial/blob/master/chapter4/%E7%88%AC%E8%99%AB%E5%85%A5%E9%97%A8.md
用flask+echarts+nginx+gunicorn搭建web服务进行可视化.mdhttps://github.com/LudwigLo/python_tutorial/blob/master/chapter4/%E7%94%A8flask%2Becharts%2Bnginx%2Bgunicorn%E6%90%AD%E5%BB%BAweb%E6%9C%8D%E5%8A%A1%E8%BF%9B%E8%A1%8C%E5%8F%AF%E8%A7%86%E5%8C%96.md
用flask+echarts+nginx+gunicorn搭建web服务进行可视化.mdhttps://github.com/LudwigLo/python_tutorial/blob/master/chapter4/%E7%94%A8flask%2Becharts%2Bnginx%2Bgunicorn%E6%90%AD%E5%BB%BAweb%E6%9C%8D%E5%8A%A1%E8%BF%9B%E8%A1%8C%E5%8F%AF%E8%A7%86%E5%8C%96.md
readme.mdhttps://github.com/LudwigLo/python_tutorial/tree/master/chapter4#readme
https://github.com/LudwigLo/python_tutorial/tree/master/chapter4#应用篇
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.