René's URL Explorer Experiment

Title: GitHub - fathyshalaby/python-visualization-tutorial: Python visualization tutorial · GitHub

Open Graph Title: GitHub - fathyshalaby/python-visualization-tutorial: Python visualization tutorial

X Title: GitHub - fathyshalaby/python-visualization-tutorial: Python visualization tutorial

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

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

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

Opengraph URL: https://github.com/fathyshalaby/python-visualization-tutorial

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:ca67a699-c407-abe3-bad9-393d84f68c15
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	E942:62240:26601E:386F38:6A4E0163
html-safe-nonce	334e77c0612224c46a9ed6e32dab038df02880d2b88e0681181861dd98fb7203
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFOTQyOjYyMjQwOjI2NjAxRTozODZGMzg6NkE0RTAxNjMiLCJ2aXNpdG9yX2lkIjoiNDI4NTA2NDQwMDI3OTA0NDQ1MSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	f15f5c2c8a92d21ee02f93d205ca7186b154c34b5122f72e13fdace952dbd0e8
hovercard-subject-tag	repository:299945981
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/fathyshalaby/python-visualization-tutorial
twitter:image	https://opengraph.githubassets.com/712cde25fe0847e2f09d51b5aaae73abecd7bd140adee1c9573503edd23ad59b/fathyshalaby/python-visualization-tutorial
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/712cde25fe0847e2f09d51b5aaae73abecd7bd140adee1c9573503edd23ad59b/fathyshalaby/python-visualization-tutorial
og:image:alt	Python visualization tutorial. Contribute to fathyshalaby/python-visualization-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	df0492960db29b4938cb72070351d6b1d0c6c0767b27ceb8394bbf4fcc0223c6
turbo-cache-control	no-cache
go-import	github.com/fathyshalaby/python-visualization-tutorial git https://github.com/fathyshalaby/python-visualization-tutorial.git
octolytics-dimension-user_id	47745314
octolytics-dimension-user_login	fathyshalaby
octolytics-dimension-repository_id	299945981
octolytics-dimension-repository_nwo	fathyshalaby/python-visualization-tutorial
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	159360441
octolytics-dimension-repository_parent_nwo	JKU-ICG/python-visualization-tutorial
octolytics-dimension-repository_network_root_id	46708085
octolytics-dimension-repository_network_root_nwo	sgratzl/ipython-tutorial-VA2015
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	52bde38e24398476f8eb1e0760c81346c6a00812
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/fathyshalaby/python-visualization-tutorial#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Ffathyshalaby%2Fpython-visualization-tutorial
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%2Ffathyshalaby%2Fpython-visualization-tutorial
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=fathyshalaby%2Fpython-visualization-tutorial
Reload	https://github.com/fathyshalaby/python-visualization-tutorial
Reload	https://github.com/fathyshalaby/python-visualization-tutorial
Reload	https://github.com/fathyshalaby/python-visualization-tutorial
fathyshalaby	https://github.com/fathyshalaby
python-visualization-tutorial	https://github.com/fathyshalaby/python-visualization-tutorial
JKU-ICG/python-visualization-tutorial	https://github.com/JKU-ICG/python-visualization-tutorial
Notifications	https://github.com/login?return_to=%2Ffathyshalaby%2Fpython-visualization-tutorial
Fork 0	https://github.com/login?return_to=%2Ffathyshalaby%2Fpython-visualization-tutorial
Star 0	https://github.com/login?return_to=%2Ffathyshalaby%2Fpython-visualization-tutorial
Code	https://github.com/fathyshalaby/python-visualization-tutorial
Pull requests 0	https://github.com/fathyshalaby/python-visualization-tutorial/pulls
Actions	https://github.com/fathyshalaby/python-visualization-tutorial/actions
Projects	https://github.com/fathyshalaby/python-visualization-tutorial/projects
Security and quality 0	https://github.com/fathyshalaby/python-visualization-tutorial/security
Insights	https://github.com/fathyshalaby/python-visualization-tutorial/pulse
Code	https://github.com/fathyshalaby/python-visualization-tutorial
Pull requests	https://github.com/fathyshalaby/python-visualization-tutorial/pulls
Actions	https://github.com/fathyshalaby/python-visualization-tutorial/actions
Projects	https://github.com/fathyshalaby/python-visualization-tutorial/projects
Security and quality	https://github.com/fathyshalaby/python-visualization-tutorial/security
Insights	https://github.com/fathyshalaby/python-visualization-tutorial/pulse
	https://github.com/fathyshalaby/python-visualization-tutorial
Branches	https://github.com/fathyshalaby/python-visualization-tutorial/branches
Tags	https://github.com/fathyshalaby/python-visualization-tutorial/tags
	https://github.com/fathyshalaby/python-visualization-tutorial/branches
	https://github.com/fathyshalaby/python-visualization-tutorial/tags
83 Commits	https://github.com/fathyshalaby/python-visualization-tutorial/commits/master/
	https://github.com/fathyshalaby/python-visualization-tutorial/commits/master/
data	https://github.com/fathyshalaby/python-visualization-tutorial/tree/master/data
data	https://github.com/fathyshalaby/python-visualization-tutorial/tree/master/data
figures	https://github.com/fathyshalaby/python-visualization-tutorial/tree/master/figures
figures	https://github.com/fathyshalaby/python-visualization-tutorial/tree/master/figures
.gitignore	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/.gitignore
.gitignore	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/.gitignore
01_GettingStarted.ipynb	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/01_GettingStarted.ipynb
01_GettingStarted.ipynb	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/01_GettingStarted.ipynb
02_DataManipulation.ipynb	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/02_DataManipulation.ipynb
02_DataManipulation.ipynb	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/02_DataManipulation.ipynb
02_DataManipulation_solution.ipynb	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/02_DataManipulation_solution.ipynb
02_DataManipulation_solution.ipynb	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/02_DataManipulation_solution.ipynb
03_Plotting.ipynb	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/03_Plotting.ipynb
03_Plotting.ipynb	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/03_Plotting.ipynb
03_Plotting_solution.ipynb	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/03_Plotting_solution.ipynb
03_Plotting_solution.ipynb	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/03_Plotting_solution.ipynb
04_Altair.ipynb	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/04_Altair.ipynb
04_Altair.ipynb	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/04_Altair.ipynb
05_Plotly.ipynb	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/05_Plotly.ipynb
05_Plotly.ipynb	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/05_Plotly.ipynb
06_MachineLearning.ipynb	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/06_MachineLearning.ipynb
06_MachineLearning.ipynb	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/06_MachineLearning.ipynb
06_MachineLearning_solution.ipynb	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/06_MachineLearning_solution.ipynb
06_MachineLearning_solution.ipynb	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/06_MachineLearning_solution.ipynb
LICENSE	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/LICENSE
LICENSE	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/LICENSE
README.md	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/README.md
README.md	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/README.md
requirements.txt	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/requirements.txt
requirements.txt	https://github.com/fathyshalaby/python-visualization-tutorial/blob/master/requirements.txt
README	https://github.com/fathyshalaby/python-visualization-tutorial
CC0-1.0 license	https://github.com/fathyshalaby/python-visualization-tutorial
	https://github.com/fathyshalaby/python-visualization-tutorial#usage
	https://github.com/fathyshalaby/python-visualization-tutorial#mybinder
https://mybinder.org/v2/gh/JKU-ICG/python-visualization-tutorial/master	https://mybinder.org/v2/gh/JKU-ICG/python-visualization-tutorial/master
	https://mybinder.org/v2/gh/JKU-ICG/python-visualization-tutorial/master
	https://github.com/fathyshalaby/python-visualization-tutorial#locally
	https://github.com/fathyshalaby/python-visualization-tutorial#setup
	https://github.com/fathyshalaby/python-visualization-tutorial#install-anaconda
https://www.anaconda.com/download	https://www.anaconda.com/download
other frequently used packages	https://docs.anaconda.com/anaconda/packages/pkg-docs/
https://conda.io/docs/user-guide/tasks/manage-environments.html	https://conda.io/docs/user-guide/tasks/manage-environments.html
why you should prefer python -m pip over pip	https://snarky.ca/why-you-should-use-python-m-pip/
	https://github.com/fathyshalaby/python-visualization-tutorial#start
http://localhost:8888/	http://localhost:8888/
mybinder.org/v2/gh/JKU-ICG/python-visualization-tutorial/master	https://mybinder.org/v2/gh/JKU-ICG/python-visualization-tutorial/master
Readme	https://github.com/fathyshalaby/python-visualization-tutorial#readme-ov-file
CC0-1.0 license	https://github.com/fathyshalaby/python-visualization-tutorial#CC0-1.0-1-ov-file
Please reload this page	https://github.com/fathyshalaby/python-visualization-tutorial
Activity	https://github.com/fathyshalaby/python-visualization-tutorial/activity
0 forks	https://github.com/fathyshalaby/python-visualization-tutorial/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Ffathyshalaby%2Fpython-visualization-tutorial&report=fathyshalaby+%28user%29
Releases	https://github.com/fathyshalaby/python-visualization-tutorial/releases
Packages 0	https://github.com/users/fathyshalaby/packages?repo_name=python-visualization-tutorial
Please reload this page	https://github.com/fathyshalaby/python-visualization-tutorial
Please reload this page	https://github.com/fathyshalaby/python-visualization-tutorial
Contributors	https://github.com/fathyshalaby/python-visualization-tutorial/graphs/contributors
Please reload this page	https://github.com/fathyshalaby/python-visualization-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.