René's URL Explorer Experiment

Title: GitHub - stacywebb/python-examples: Simple Python examples including data analysis, ETL, web scraping · GitHub

Open Graph Title: GitHub - stacywebb/python-examples: Simple Python examples including data analysis, ETL, web scraping

X Title: GitHub - stacywebb/python-examples: Simple Python examples including data analysis, ETL, web scraping

Description: Simple Python examples including data analysis, ETL, web scraping - stacywebb/python-examples

Open Graph Description: Simple Python examples including data analysis, ETL, web scraping - stacywebb/python-examples

X Description: Simple Python examples including data analysis, ETL, web scraping - stacywebb/python-examples

Opengraph URL: https://github.com/stacywebb/python-examples

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository/tree/name(/path)
route-controller	files
route-action	disambiguate
fetch-nonce	v2:d5c8aa24-9bc4-662c-819b-7e5a5a88c444
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	9BAE:4AF24:2231A2:2BF665:6A5B1AD3
html-safe-nonce	c307faec630f7afea846989170fc3fbb337da78e585d242ed8fc29eedad1118c
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5QkFFOjRBRjI0OjIyMzFBMjoyQkY2NjU6NkE1QjFBRDMiLCJ2aXNpdG9yX2lkIjoiNzE4NDkxODg0MTI3NzQ4NzgyNyIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	b48a60886cefdd4e9b7829f56da44ef58393c1a3f1c9fbdce441ba34a8ba7e34
hovercard-subject-tag	repository:175081758
github-keyboard-shortcuts	repository,source-code,file-tree,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/stacywebb/python-examples/tree/master
twitter:image	https://opengraph.githubassets.com/a8b9f6899f6887545663dc87308fc513b6e5b0d0b88f2ad72bec196744f2ea76/stacywebb/python-examples
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/a8b9f6899f6887545663dc87308fc513b6e5b0d0b88f2ad72bec196744f2ea76/stacywebb/python-examples
og:image:alt	Simple Python examples including data analysis, ETL, web scraping - stacywebb/python-examples
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	5290d7e14309ad1e76106a9c4237bd1041517e83ea182c8ab756752cb0c6940b
turbo-cache-control	no-cache
go-import	github.com/stacywebb/python-examples git https://github.com/stacywebb/python-examples.git
octolytics-dimension-user_id	744383
octolytics-dimension-user_login	stacywebb
octolytics-dimension-repository_id	175081758
octolytics-dimension-repository_nwo	stacywebb/python-examples
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	11562476
octolytics-dimension-repository_parent_nwo	WilliamQLiu/python-examples
octolytics-dimension-repository_network_root_id	11562476
octolytics-dimension-repository_network_root_nwo	WilliamQLiu/python-examples
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	9c975978430e9ad293956f2bbdaf153b1bd84a99
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/stacywebb/python-examples/tree/master#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fstacywebb%2Fpython-examples%2Ftree%2Fmaster
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%2Fstacywebb%2Fpython-examples%2Ftree%2Fmaster
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=stacywebb%2Fpython-examples
Reload	https://github.com/stacywebb/python-examples/tree/master
Reload	https://github.com/stacywebb/python-examples/tree/master
Reload	https://github.com/stacywebb/python-examples/tree/master
stacywebb	https://github.com/stacywebb
python-examples	https://github.com/stacywebb/python-examples
WilliamQLiu/python-examples	https://github.com/WilliamQLiu/python-examples
Notifications	https://github.com/login?return_to=%2Fstacywebb%2Fpython-examples
Fork 0	https://github.com/login?return_to=%2Fstacywebb%2Fpython-examples
Star 0	https://github.com/login?return_to=%2Fstacywebb%2Fpython-examples
Code	https://github.com/stacywebb/python-examples
Pull requests 0	https://github.com/stacywebb/python-examples/pulls
Actions	https://github.com/stacywebb/python-examples/actions
Projects	https://github.com/stacywebb/python-examples/projects
Security and quality 0	https://github.com/stacywebb/python-examples/security
Insights	https://github.com/stacywebb/python-examples/pulse
Code	https://github.com/stacywebb/python-examples
Pull requests	https://github.com/stacywebb/python-examples/pulls
Actions	https://github.com/stacywebb/python-examples/actions
Projects	https://github.com/stacywebb/python-examples/projects
Security and quality	https://github.com/stacywebb/python-examples/security
Insights	https://github.com/stacywebb/python-examples/pulse
	https://github.com/stacywebb/python-examples
Branches	https://github.com/stacywebb/python-examples/branches
Tags	https://github.com/stacywebb/python-examples/tags
	https://github.com/stacywebb/python-examples/branches
	https://github.com/stacywebb/python-examples/tags
197 Commits	https://github.com/stacywebb/python-examples/commits/master/
	https://github.com/stacywebb/python-examples/commits/master/
.ipynb_checkpoints	https://github.com/stacywebb/python-examples/tree/master/.ipynb_checkpoints
.ipynb_checkpoints	https://github.com/stacywebb/python-examples/tree/master/.ipynb_checkpoints
BeautifulSoup	https://github.com/stacywebb/python-examples/tree/master/BeautifulSoup
BeautifulSoup	https://github.com/stacywebb/python-examples/tree/master/BeautifulSoup
Celery	https://github.com/stacywebb/python-examples/tree/master/Celery
Celery	https://github.com/stacywebb/python-examples/tree/master/Celery
JSON	https://github.com/stacywebb/python-examples/tree/master/JSON
JSON	https://github.com/stacywebb/python-examples/tree/master/JSON
Pickle	https://github.com/stacywebb/python-examples/tree/master/Pickle
Pickle	https://github.com/stacywebb/python-examples/tree/master/Pickle
Tkinter	https://github.com/stacywebb/python-examples/tree/master/Tkinter
Tkinter	https://github.com/stacywebb/python-examples/tree/master/Tkinter
algorithms	https://github.com/stacywebb/python-examples/tree/master/algorithms
algorithms	https://github.com/stacywebb/python-examples/tree/master/algorithms
avro	https://github.com/stacywebb/python-examples/tree/master/avro
avro	https://github.com/stacywebb/python-examples/tree/master/avro
beautifulsoup	https://github.com/stacywebb/python-examples/tree/master/beautifulsoup
beautifulsoup	https://github.com/stacywebb/python-examples/tree/master/beautifulsoup
boto	https://github.com/stacywebb/python-examples/tree/master/boto
boto	https://github.com/stacywebb/python-examples/tree/master/boto
click_cmd_line_interface	https://github.com/stacywebb/python-examples/tree/master/click_cmd_line_interface
click_cmd_line_interface	https://github.com/stacywebb/python-examples/tree/master/click_cmd_line_interface
csv	https://github.com/stacywebb/python-examples/tree/master/csv
csv	https://github.com/stacywebb/python-examples/tree/master/csv
data_structures	https://github.com/stacywebb/python-examples/tree/master/data_structures
data_structures	https://github.com/stacywebb/python-examples/tree/master/data_structures
django	https://github.com/stacywebb/python-examples/tree/master/django
django	https://github.com/stacywebb/python-examples/tree/master/django
docopt	https://github.com/stacywebb/python-examples/tree/master/docopt
docopt	https://github.com/stacywebb/python-examples/tree/master/docopt
docs	https://github.com/stacywebb/python-examples/tree/master/docs
docs	https://github.com/stacywebb/python-examples/tree/master/docs
doctest	https://github.com/stacywebb/python-examples/tree/master/doctest
doctest	https://github.com/stacywebb/python-examples/tree/master/doctest
elasticsearch	https://github.com/stacywebb/python-examples/tree/master/elasticsearch
elasticsearch	https://github.com/stacywebb/python-examples/tree/master/elasticsearch
fabric	https://github.com/stacywebb/python-examples/tree/master/fabric
fabric	https://github.com/stacywebb/python-examples/tree/master/fabric
faker	https://github.com/stacywebb/python-examples/tree/master/faker
faker	https://github.com/stacywebb/python-examples/tree/master/faker
ggplot	https://github.com/stacywebb/python-examples/tree/master/ggplot
ggplot	https://github.com/stacywebb/python-examples/tree/master/ggplot
googleappengine	https://github.com/stacywebb/python-examples/tree/master/googleappengine
googleappengine	https://github.com/stacywebb/python-examples/tree/master/googleappengine
hashlib_and_hmac	https://github.com/stacywebb/python-examples/tree/master/hashlib_and_hmac
hashlib_and_hmac	https://github.com/stacywebb/python-examples/tree/master/hashlib_and_hmac
hdf5	https://github.com/stacywebb/python-examples/tree/master/hdf5
hdf5	https://github.com/stacywebb/python-examples/tree/master/hdf5
jenkins	https://github.com/stacywebb/python-examples/tree/master/jenkins
jenkins	https://github.com/stacywebb/python-examples/tree/master/jenkins
joblib	https://github.com/stacywebb/python-examples/tree/master/joblib
joblib	https://github.com/stacywebb/python-examples/tree/master/joblib
logging	https://github.com/stacywebb/python-examples/tree/master/logging
logging	https://github.com/stacywebb/python-examples/tree/master/logging
mapreduce	https://github.com/stacywebb/python-examples/tree/master/mapreduce
mapreduce	https://github.com/stacywebb/python-examples/tree/master/mapreduce
matplotlib	https://github.com/stacywebb/python-examples/tree/master/matplotlib
matplotlib	https://github.com/stacywebb/python-examples/tree/master/matplotlib
mechanize	https://github.com/stacywebb/python-examples/tree/master/mechanize
mechanize	https://github.com/stacywebb/python-examples/tree/master/mechanize
mock	https://github.com/stacywebb/python-examples/tree/master/mock
mock	https://github.com/stacywebb/python-examples/tree/master/mock
mongodb_class	https://github.com/stacywebb/python-examples/tree/master/mongodb_class
mongodb_class	https://github.com/stacywebb/python-examples/tree/master/mongodb_class
nltk	https://github.com/stacywebb/python-examples/tree/master/nltk
nltk	https://github.com/stacywebb/python-examples/tree/master/nltk
numpy	https://github.com/stacywebb/python-examples/tree/master/numpy
numpy	https://github.com/stacywebb/python-examples/tree/master/numpy
pandas	https://github.com/stacywebb/python-examples/tree/master/pandas
pandas	https://github.com/stacywebb/python-examples/tree/master/pandas
patsy	https://github.com/stacywebb/python-examples/tree/master/patsy
patsy	https://github.com/stacywebb/python-examples/tree/master/patsy
pyarrow	https://github.com/stacywebb/python-examples/tree/master/pyarrow
pyarrow	https://github.com/stacywebb/python-examples/tree/master/pyarrow
pycrypto	https://github.com/stacywebb/python-examples/tree/master/pycrypto
pycrypto	https://github.com/stacywebb/python-examples/tree/master/pycrypto
pyglet	https://github.com/stacywebb/python-examples/tree/master/pyglet
pyglet	https://github.com/stacywebb/python-examples/tree/master/pyglet
pyprind_progressbar	https://github.com/stacywebb/python-examples/tree/master/pyprind_progressbar
pyprind_progressbar	https://github.com/stacywebb/python-examples/tree/master/pyprind_progressbar
pyramid	https://github.com/stacywebb/python-examples/tree/master/pyramid
pyramid	https://github.com/stacywebb/python-examples/tree/master/pyramid
pytesseract	https://github.com/stacywebb/python-examples/tree/master/pytesseract
pytesseract	https://github.com/stacywebb/python-examples/tree/master/pytesseract
pytest	https://github.com/stacywebb/python-examples/tree/master/pytest
pytest	https://github.com/stacywebb/python-examples/tree/master/pytest
rabbitmq	https://github.com/stacywebb/python-examples/tree/master/rabbitmq
rabbitmq	https://github.com/stacywebb/python-examples/tree/master/rabbitmq
random	https://github.com/stacywebb/python-examples/tree/master/random
random	https://github.com/stacywebb/python-examples/tree/master/random
redis	https://github.com/stacywebb/python-examples/tree/master/redis
redis	https://github.com/stacywebb/python-examples/tree/master/redis
regex	https://github.com/stacywebb/python-examples/tree/master/regex
regex	https://github.com/stacywebb/python-examples/tree/master/regex
requests	https://github.com/stacywebb/python-examples/tree/master/requests
requests	https://github.com/stacywebb/python-examples/tree/master/requests
rest	https://github.com/stacywebb/python-examples/tree/master/rest
rest	https://github.com/stacywebb/python-examples/tree/master/rest
scipy	https://github.com/stacywebb/python-examples/tree/master/scipy
scipy	https://github.com/stacywebb/python-examples/tree/master/scipy
seaborn	https://github.com/stacywebb/python-examples/tree/master/seaborn
seaborn	https://github.com/stacywebb/python-examples/tree/master/seaborn
selenium	https://github.com/stacywebb/python-examples/tree/master/selenium
selenium	https://github.com/stacywebb/python-examples/tree/master/selenium
sklearn	https://github.com/stacywebb/python-examples/tree/master/sklearn
sklearn	https://github.com/stacywebb/python-examples/tree/master/sklearn
sqlalchemy	https://github.com/stacywebb/python-examples/tree/master/sqlalchemy
sqlalchemy	https://github.com/stacywebb/python-examples/tree/master/sqlalchemy
starcluster	https://github.com/stacywebb/python-examples/tree/master/starcluster
starcluster	https://github.com/stacywebb/python-examples/tree/master/starcluster
statsmodels	https://github.com/stacywebb/python-examples/tree/master/statsmodels
statsmodels	https://github.com/stacywebb/python-examples/tree/master/statsmodels
std_lib	https://github.com/stacywebb/python-examples/tree/master/std_lib
std_lib	https://github.com/stacywebb/python-examples/tree/master/std_lib
uuid	https://github.com/stacywebb/python-examples/tree/master/uuid
uuid	https://github.com/stacywebb/python-examples/tree/master/uuid
vowpal_rabbit	https://github.com/stacywebb/python-examples/tree/master/vowpal_rabbit
vowpal_rabbit	https://github.com/stacywebb/python-examples/tree/master/vowpal_rabbit
xkcd	https://github.com/stacywebb/python-examples/tree/master/xkcd
xkcd	https://github.com/stacywebb/python-examples/tree/master/xkcd
.gitattributes	https://github.com/stacywebb/python-examples/blob/master/.gitattributes
.gitattributes	https://github.com/stacywebb/python-examples/blob/master/.gitattributes
.gitignore	https://github.com/stacywebb/python-examples/blob/master/.gitignore
.gitignore	https://github.com/stacywebb/python-examples/blob/master/.gitignore
README.md	https://github.com/stacywebb/python-examples/blob/master/README.md
README.md	https://github.com/stacywebb/python-examples/blob/master/README.md
learn.TODO	https://github.com/stacywebb/python-examples/blob/master/learn.TODO
learn.TODO	https://github.com/stacywebb/python-examples/blob/master/learn.TODO
python.sublime-workspace	https://github.com/stacywebb/python-examples/blob/master/python.sublime-workspace
python.sublime-workspace	https://github.com/stacywebb/python-examples/blob/master/python.sublime-workspace
requirements.txt	https://github.com/stacywebb/python-examples/blob/master/requirements.txt
requirements.txt	https://github.com/stacywebb/python-examples/blob/master/requirements.txt
README	https://github.com/stacywebb/python-examples/tree/master
	https://github.com/stacywebb/python-examples/tree/master#python-projects
Readme	https://github.com/stacywebb/python-examples/tree/master#readme-ov-file
Please reload this page	https://github.com/stacywebb/python-examples/tree/master
Activity	https://github.com/stacywebb/python-examples/activity
0 forks	https://github.com/stacywebb/python-examples/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fstacywebb%2Fpython-examples&report=stacywebb+%28user%29
Releases	https://github.com/stacywebb/python-examples/releases
Packages 0	https://github.com/users/stacywebb/packages?repo_name=python-examples
Please reload this page	https://github.com/stacywebb/python-examples/tree/master
Contributors	https://github.com/stacywebb/python-examples/graphs/contributors
Please reload this page	https://github.com/stacywebb/python-examples/tree/master
	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.