René's URL Explorer Experiment

Title: GitHub - gargut106/python-tutorial: Python tutorial series

Open Graph Title: GitHub - gargut106/python-tutorial: Python tutorial series

X Title: GitHub - gargut106/python-tutorial: Python tutorial series

Description: Python tutorial series. Contribute to gargut106/python-tutorial development by creating an account on GitHub.

Open Graph Description: Python tutorial series. Contribute to gargut106/python-tutorial development by creating an account on GitHub.

X Description: Python tutorial series. Contribute to gargut106/python-tutorial development by creating an account on GitHub.

Opengraph URL: https://github.com/gargut106/python-tutorial

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:0fc7ef1a-8b77-7732-3c9e-1e30bcb9f6c4
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	D73C:3F004:3F52F:516E7:6990358B
html-safe-nonce	34fc435edbc1108ecc7055e1b2a740c0cd62209fbd0d8d04e5043fc2750b02c1
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJENzNDOjNGMDA0OjNGNTJGOjUxNkU3OjY5OTAzNThCIiwidmlzaXRvcl9pZCI6IjU1ODA2NTA2Njk2MDg1NDc3MjMiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	266293f32f39cbabaf0c648294deec80e7746090c87cac91b01f47f866d0f8cc
hovercard-subject-tag	repository:155639199
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/gargut106/python-tutorial
twitter:image	https://opengraph.githubassets.com/35d88a1f6944c1053405c7a79dafa67079f546f02417094636a1b44ef573e341/gargut106/python-tutorial
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/35d88a1f6944c1053405c7a79dafa67079f546f02417094636a1b44ef573e341/gargut106/python-tutorial
og:image:alt	Python tutorial series. Contribute to gargut106/python-tutorial development by creating an account on GitHub.
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	42c603b9d642c4a9065a51770f75e5e27132fef0e858607f5c9cb7e422831a7b
turbo-cache-control	no-preview
go-import	github.com/gargut106/python-tutorial git https://github.com/gargut106/python-tutorial.git
octolytics-dimension-user_id	9786131
octolytics-dimension-user_login	gargut106
octolytics-dimension-repository_id	155639199
octolytics-dimension-repository_nwo	gargut106/python-tutorial
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	81255714
octolytics-dimension-repository_parent_nwo	zhiyzuo/python-tutorial
octolytics-dimension-repository_network_root_id	81255714
octolytics-dimension-repository_network_root_nwo	zhiyzuo/python-tutorial
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	3b33c5aedc9808f45bc5fcf0b1e4404cf749dac7
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/gargut106/python-tutorial#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fgargut106%2Fpython-tutorial
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
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
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
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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fgargut106%2Fpython-tutorial
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=gargut106%2Fpython-tutorial
Reload	https://patch-diff.githubusercontent.com/gargut106/python-tutorial
Reload	https://patch-diff.githubusercontent.com/gargut106/python-tutorial
Reload	https://patch-diff.githubusercontent.com/gargut106/python-tutorial
gargut106	https://patch-diff.githubusercontent.com/gargut106
python-tutorial	https://patch-diff.githubusercontent.com/gargut106/python-tutorial
zhiyzuo/python-tutorial	https://patch-diff.githubusercontent.com/zhiyzuo/python-tutorial
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fgargut106%2Fpython-tutorial
Fork 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fgargut106%2Fpython-tutorial
Star 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fgargut106%2Fpython-tutorial
0 stars	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/stargazers
58 forks	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/forks
Branches	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/branches
Tags	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/tags
Activity	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2Fgargut106%2Fpython-tutorial
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fgargut106%2Fpython-tutorial
Code	https://patch-diff.githubusercontent.com/gargut106/python-tutorial
Pull requests 0	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/pulls
Actions	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/actions
Projects 0	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/projects
Wiki	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/wiki
Security 0	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/security
Insights	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/pulse
Code	https://patch-diff.githubusercontent.com/gargut106/python-tutorial
Pull requests	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/pulls
Actions	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/actions
Projects	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/projects
Wiki	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/wiki
Security	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/security
Insights	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/pulse
Branches	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/branches
Tags	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/tags
	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/branches
	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/tags
38 Commits	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/commits/master/
	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/commits/master/
archived-files	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/tree/master/archived-files
archived-files	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/tree/master/archived-files
sample-data	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/tree/master/sample-data
sample-data	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/tree/master/sample-data
.gitignore	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/.gitignore
0-Installation-Environment-Setup.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/0-Installation-Environment-Setup.ipynb
0-Installation-Environment-Setup.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/0-Installation-Environment-Setup.ipynb
1-Variables-Data_Structures-Control_Logic.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/1-Variables-Data_Structures-Control_Logic.ipynb
1-Variables-Data_Structures-Control_Logic.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/1-Variables-Data_Structures-Control_Logic.ipynb
2-Functions-External_Libraries-File_IO.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/2-Functions-External_Libraries-File_IO.ipynb
2-Functions-External_Libraries-File_IO.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/2-Functions-External_Libraries-File_IO.ipynb
3-Network-Analysis-with-NetworkX.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/3-Network-Analysis-with-NetworkX.ipynb
3-Network-Analysis-with-NetworkX.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/3-Network-Analysis-with-NetworkX.ipynb
4-Visualization-with-Matplotlib.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/4-Visualization-with-Matplotlib.ipynb
4-Visualization-with-Matplotlib.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/4-Visualization-with-Matplotlib.ipynb
5-Getting-Data-Using-APIs.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/5-Getting-Data-Using-APIs.ipynb
5-Getting-Data-Using-APIs.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/5-Getting-Data-Using-APIs.ipynb
6-Getting-Data-from-Web.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/6-Getting-Data-from-Web.ipynb
6-Getting-Data-from-Web.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/6-Getting-Data-from-Web.ipynb
7-Text-Analytics-in-Python.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/7-Text-Analytics-in-Python.ipynb
7-Text-Analytics-in-Python.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/7-Text-Analytics-in-Python.ipynb
8-Data-Mining-With-Scikit-Learn.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/8-Data-Mining-With-Scikit-Learn.ipynb
8-Data-Mining-With-Scikit-Learn.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/8-Data-Mining-With-Scikit-Learn.ipynb
Bash-Tutorial.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/Bash-Tutorial.ipynb
Bash-Tutorial.ipynb	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/Bash-Tutorial.ipynb
README.md	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/README.md
README.md	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/blob/master/README.md
README	https://patch-diff.githubusercontent.com/gargut106/python-tutorial
	https://patch-diff.githubusercontent.com/gargut106/python-tutorial#python-tutorial-series
	https://github.com/ellerbrock/open-source-badges/
	https://www.python.org/
	https://GitHub.com/Naereen/ama
	https://GitHub.com/Naereen/StrapDown.js/graphs/commit-activity
	https://notebooks.azure.com/import/gh/zhiyzuo/python-tutorial
Iowa Social Science Research Center	http://ppc.uiowa.edu/isrc
here	http://ppc.uiowa.edu/isrc/workshops
Jupyter notebooks	http://jupyter.org/
	https://github.com/zhiyzuo/python-tutorial
	https://patch-diff.githubusercontent.com/gargut106/python-tutorial#topics
Installation and environment setup 🔧	https://github.com/zhiyzuo/python-tutorial/blob/master/0-Installation-Environment-Setup.ipynb
Variables, data structures, and control logics 🔀	https://github.com/zhiyzuo/python-tutorial/blob/master/1-Variables-Data_Structures-Control_Logic.ipynb
Functions, external libraries, and file I/O 📄	https://github.com/zhiyzuo/python-tutorial/blob/master/2-Functions-External_Libraries-File_IO.ipynb
Network Analysis with Networkx 🌐	https://github.com/zhiyzuo/python-tutorial/blob/master/3-Network-Analysis-with-NetworkX.ipynb
Visualization using Matplotlib 🎨	https://github.com/zhiyzuo/python-tutorial/blob/master/4-Visualization-with-Matplotlib.ipynb
Getting Web data 1️⃣: Using APIs 📶	https://github.com/zhiyzuo/python-tutorial/blob/master/5-Getting-Data-Using-APIs.ipynb
Getting Web data 2️⃣: Manual parsing 💪	https://github.com/zhiyzuo/python-tutorial/blob/master/6-Getting-Data-from-Web.ipynb
Text anlaytics 📜	https://github.com/zhiyzuo/python-tutorial/blob/master/7-Text-Analytics-in-Python.ipynb
Data mining 📈	https://github.com/zhiyzuo/python-tutorial/blob/master/8-Data-Mining-With-Scikit-Learn.ipynb
tutorial on Bash 💻	https://github.com/zhiyzuo/python-tutorial/blob/master/Bash-Tutorial.ipynb
	https://patch-diff.githubusercontent.com/gargut106/python-tutorial#howto
	https://patch-diff.githubusercontent.com/gargut106/python-tutorial#forkclone
clone	https://help.github.com/articles/cloning-a-repository/
Try Git	https://try.github.io/levels/1/challenges/1
Github Guides	https://guides.github.com/activities/hello-world/
A Visual Git Reference	http://marklodato.github.io/visual-git-guide/index-en.html
	https://patch-diff.githubusercontent.com/gargut106/python-tutorial#running-on-azureexclamation
Azure	https://notebooks.azure.com/zhiyzuo/libraries/python-workshop
Readme	https://patch-diff.githubusercontent.com/gargut106/python-tutorial#readme-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/gargut106/python-tutorial
Activity	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/activity
0 stars	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/stargazers
1 watching	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/watchers
0 forks	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fgargut106%2Fpython-tutorial&report=gargut106+%28user%29
Releases	https://patch-diff.githubusercontent.com/gargut106/python-tutorial/releases
Packages 0	https://patch-diff.githubusercontent.com/users/gargut106/packages?repo_name=python-tutorial
	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.