René's URL Explorer Experiment

Title: GitHub - halflings/python-data-workshop: Code and slides for a workshop I'm hosting on Python and its useful data-processing/machine learning capabilities. · GitHub

Open Graph Title: GitHub - halflings/python-data-workshop: Code and slides for a workshop I'm hosting on Python and its useful data-processing/machine learning capabilities.

X Title: GitHub - halflings/python-data-workshop: Code and slides for a workshop I'm hosting on Python and its useful data-processing/machine learning capabilities.

Description: Code and slides for a workshop I'm hosting on Python and its useful data-processing/machine learning capabilities. - halflings/python-data-workshop

Open Graph Description: Code and slides for a workshop I'm hosting on Python and its useful data-processing/machine learning capabilities. - halflings/python-data-workshop

X Description: Code and slides for a workshop I'm hosting on Python and its useful data-processing/machine learning capabilities. - halflings/python-data-workshop

Opengraph URL: https://github.com/halflings/python-data-workshop

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:749135cc-535d-f325-9f39-62ab0a18f580
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	C55E:21C9D6:200388A:2ABD0AA:6A5460A1
html-safe-nonce	6b6deaeb4def1f79bcd68edba7baf2ba91864ad58e01621980e7e3b8578f890a
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDNTVFOjIxQzlENjoyMDAzODhBOjJBQkQwQUE6NkE1NDYwQTEiLCJ2aXNpdG9yX2lkIjoiODc2Nzk0NjYxMjk0NzU3NDk0NSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	fe760d33ea8f2cfa0d12ed87bf1be44c34cbd7feb88bee6c7905b36fcab5753c
hovercard-subject-tag	repository:31328064
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/halflings/python-data-workshop
twitter:image	https://opengraph.githubassets.com/3eaf640dc2be61ca3bb5b3effb468cc8733215df88a510f0382e352aa75b4894/halflings/python-data-workshop
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/3eaf640dc2be61ca3bb5b3effb468cc8733215df88a510f0382e352aa75b4894/halflings/python-data-workshop
og:image:alt	Code and slides for a workshop I'm hosting on Python and its useful data-processing/machine learning capabilities. - halflings/python-data-workshop
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	b9a586c06a05a7a86fc7e3f4dbd03e42f6869085879aa184aa6369456dbd50fb
turbo-cache-control	no-cache
go-import	github.com/halflings/python-data-workshop git https://github.com/halflings/python-data-workshop.git
octolytics-dimension-user_id	1626936
octolytics-dimension-user_login	halflings
octolytics-dimension-repository_id	31328064
octolytics-dimension-repository_nwo	halflings/python-data-workshop
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	31328064
octolytics-dimension-repository_network_root_nwo	halflings/python-data-workshop
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	6d28624802c2f7d9500239dd6870ed7031b7353b
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/halflings/python-data-workshop#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fhalflings%2Fpython-data-workshop
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/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/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/enterprise/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%2Fhalflings%2Fpython-data-workshop
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=halflings%2Fpython-data-workshop
Reload	https://github.com/halflings/python-data-workshop
Reload	https://github.com/halflings/python-data-workshop
Reload	https://github.com/halflings/python-data-workshop
halflings	https://github.com/halflings
python-data-workshop	https://github.com/halflings/python-data-workshop
Notifications	https://github.com/login?return_to=%2Fhalflings%2Fpython-data-workshop
Fork 13	https://github.com/login?return_to=%2Fhalflings%2Fpython-data-workshop
Star 36	https://github.com/login?return_to=%2Fhalflings%2Fpython-data-workshop
Code	https://github.com/halflings/python-data-workshop
Issues 1	https://github.com/halflings/python-data-workshop/issues
Pull requests 0	https://github.com/halflings/python-data-workshop/pulls
Actions	https://github.com/halflings/python-data-workshop/actions
Projects	https://github.com/halflings/python-data-workshop/projects
Wiki	https://github.com/halflings/python-data-workshop/wiki
Security and quality 0	https://github.com/halflings/python-data-workshop/security
Insights	https://github.com/halflings/python-data-workshop/pulse
Code	https://github.com/halflings/python-data-workshop
Issues	https://github.com/halflings/python-data-workshop/issues
Pull requests	https://github.com/halflings/python-data-workshop/pulls
Actions	https://github.com/halflings/python-data-workshop/actions
Projects	https://github.com/halflings/python-data-workshop/projects
Wiki	https://github.com/halflings/python-data-workshop/wiki
Security and quality	https://github.com/halflings/python-data-workshop/security
Insights	https://github.com/halflings/python-data-workshop/pulse
	https://github.com/halflings/python-data-workshop
Branches	https://github.com/halflings/python-data-workshop/branches
Tags	https://github.com/halflings/python-data-workshop/tags
	https://github.com/halflings/python-data-workshop/branches
	https://github.com/halflings/python-data-workshop/tags
20 Commits	https://github.com/halflings/python-data-workshop/commits/master/
	https://github.com/halflings/python-data-workshop/commits/master/
.gitignore	https://github.com/halflings/python-data-workshop/blob/master/.gitignore
.gitignore	https://github.com/halflings/python-data-workshop/blob/master/.gitignore
01_simple_requests.py	https://github.com/halflings/python-data-workshop/blob/master/01_simple_requests.py
01_simple_requests.py	https://github.com/halflings/python-data-workshop/blob/master/01_simple_requests.py
02_html_parsing.py	https://github.com/halflings/python-data-workshop/blob/master/02_html_parsing.py
02_html_parsing.py	https://github.com/halflings/python-data-workshop/blob/master/02_html_parsing.py
03_advanced_parsing.py	https://github.com/halflings/python-data-workshop/blob/master/03_advanced_parsing.py
03_advanced_parsing.py	https://github.com/halflings/python-data-workshop/blob/master/03_advanced_parsing.py
04_reading_csv.py	https://github.com/halflings/python-data-workshop/blob/master/04_reading_csv.py
04_reading_csv.py	https://github.com/halflings/python-data-workshop/blob/master/04_reading_csv.py
05_analyzing_dataframe.py	https://github.com/halflings/python-data-workshop/blob/master/05_analyzing_dataframe.py
05_analyzing_dataframe.py	https://github.com/halflings/python-data-workshop/blob/master/05_analyzing_dataframe.py
06_exploring_data.py	https://github.com/halflings/python-data-workshop/blob/master/06_exploring_data.py
06_exploring_data.py	https://github.com/halflings/python-data-workshop/blob/master/06_exploring_data.py
07_text_tfidf.py	https://github.com/halflings/python-data-workshop/blob/master/07_text_tfidf.py
07_text_tfidf.py	https://github.com/halflings/python-data-workshop/blob/master/07_text_tfidf.py
08_dictvectorizer.py	https://github.com/halflings/python-data-workshop/blob/master/08_dictvectorizer.py
08_dictvectorizer.py	https://github.com/halflings/python-data-workshop/blob/master/08_dictvectorizer.py
09_scaling.py	https://github.com/halflings/python-data-workshop/blob/master/09_scaling.py
09_scaling.py	https://github.com/halflings/python-data-workshop/blob/master/09_scaling.py
10_pca.py	https://github.com/halflings/python-data-workshop/blob/master/10_pca.py
10_pca.py	https://github.com/halflings/python-data-workshop/blob/master/10_pca.py
11_svm.py	https://github.com/halflings/python-data-workshop/blob/master/11_svm.py
11_svm.py	https://github.com/halflings/python-data-workshop/blob/master/11_svm.py
12_regression.py	https://github.com/halflings/python-data-workshop/blob/master/12_regression.py
12_regression.py	https://github.com/halflings/python-data-workshop/blob/master/12_regression.py
13_clustering.py	https://github.com/halflings/python-data-workshop/blob/master/13_clustering.py
13_clustering.py	https://github.com/halflings/python-data-workshop/blob/master/13_clustering.py
14_cross_validation.py	https://github.com/halflings/python-data-workshop/blob/master/14_cross_validation.py
14_cross_validation.py	https://github.com/halflings/python-data-workshop/blob/master/14_cross_validation.py
LICENSE	https://github.com/halflings/python-data-workshop/blob/master/LICENSE
LICENSE	https://github.com/halflings/python-data-workshop/blob/master/LICENSE
README.md	https://github.com/halflings/python-data-workshop/blob/master/README.md
README.md	https://github.com/halflings/python-data-workshop/blob/master/README.md
data-cloud.png	https://github.com/halflings/python-data-workshop/blob/master/data-cloud.png
data-cloud.png	https://github.com/halflings/python-data-workshop/blob/master/data-cloud.png
data-workshop-notebook.ipynb	https://github.com/halflings/python-data-workshop/blob/master/data-workshop-notebook.ipynb
data-workshop-notebook.ipynb	https://github.com/halflings/python-data-workshop/blob/master/data-workshop-notebook.ipynb
pydata_slides.pdf	https://github.com/halflings/python-data-workshop/blob/master/pydata_slides.pdf
pydata_slides.pdf	https://github.com/halflings/python-data-workshop/blob/master/pydata_slides.pdf
requirements.txt	https://github.com/halflings/python-data-workshop/blob/master/requirements.txt
requirements.txt	https://github.com/halflings/python-data-workshop/blob/master/requirements.txt
sample.csv	https://github.com/halflings/python-data-workshop/blob/master/sample.csv
sample.csv	https://github.com/halflings/python-data-workshop/blob/master/sample.csv
sample2.csv	https://github.com/halflings/python-data-workshop/blob/master/sample2.csv
sample2.csv	https://github.com/halflings/python-data-workshop/blob/master/sample2.csv
README	https://github.com/halflings/python-data-workshop
Apache-2.0 license	https://github.com/halflings/python-data-workshop
	https://github.com/halflings/python-data-workshop#data-processing-and-machine-learning-with-python
	https://github.com/halflings/python-data-workshop/blob/master/data-cloud.png
view the slides on Speaker Deck	https://speakerdeck.com/halflings/data-processing-and-machine-learning-with-python
download them	https://github.com/halflings/python-data-workshop/blob/master/pydata_slides.pdf
IPython notebook	http://nbviewer.ipython.org/github/halflings/python-data-workshop/blob/master/data-workshop-notebook.ipynb
Readme	https://github.com/halflings/python-data-workshop#readme-ov-file
Apache-2.0 license	https://github.com/halflings/python-data-workshop#Apache-2.0-1-ov-file
Please reload this page	https://github.com/halflings/python-data-workshop
Activity	https://github.com/halflings/python-data-workshop/activity
13 forks	https://github.com/halflings/python-data-workshop/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fhalflings%2Fpython-data-workshop&report=halflings+%28user%29
Releases	https://github.com/halflings/python-data-workshop/releases
Packages 0	https://github.com/users/halflings/packages?repo_name=python-data-workshop
Please reload this page	https://github.com/halflings/python-data-workshop
Please reload this page	https://github.com/halflings/python-data-workshop
Contributors	https://github.com/halflings/python-data-workshop/graphs/contributors
Please reload this page	https://github.com/halflings/python-data-workshop
Python 100.0%	https://github.com/halflings/python-data-workshop/search?l=python
	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.