René's URL Explorer Experiment


Title: GitHub - NHSDigital/RAP_example_pipeline_python: An example pipeline made in a RAP friendly way, using Python · GitHub

Open Graph Title: GitHub - NHSDigital/RAP_example_pipeline_python: An example pipeline made in a RAP friendly way, using Python

X Title: GitHub - NHSDigital/RAP_example_pipeline_python: An example pipeline made in a RAP friendly way, using Python

Description: An example pipeline made in a RAP friendly way, using Python - NHSDigital/RAP_example_pipeline_python

Open Graph Description: An example pipeline made in a RAP friendly way, using Python - NHSDigital/RAP_example_pipeline_python

X Description: An example pipeline made in a RAP friendly way, using Python - NHSDigital/RAP_example_pipeline_python

Mail addresses
england.rapchampions@nhs.net

Opengraph URL: https://github.com/NHSDigital/RAP_example_pipeline_python

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:fd80c488-1e96-36e6-bb41-e4890171f298
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id8590:179658:3E6008:5C21ED:6A4E0706
html-safe-nonce4cb895e4c00c6247b97ebea552a4ef445e931bd6dcea91639fe8bf9d2d57d3ac
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4NTkwOjE3OTY1ODozRTYwMDg6NUMyMUVEOjZBNEUwNzA2IiwidmlzaXRvcl9pZCI6IjkyMTY1MTE5MTA3MTQ2NzI5MDMiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac57e46b4d90e040a7028b7d69ccd46901b3b18a78411bea99c4757edc9e9e3b5f
hovercard-subject-tagrepository:662117790
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/NHSDigital/RAP_example_pipeline_python
twitter:imagehttps://opengraph.githubassets.com/8506fa5c0af1f9e40a741814686623288565d9906888f1bb68c56b9d52159635/NHSDigital/RAP_example_pipeline_python
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/8506fa5c0af1f9e40a741814686623288565d9906888f1bb68c56b9d52159635/NHSDigital/RAP_example_pipeline_python
og:image:altAn example pipeline made in a RAP friendly way, using Python - NHSDigital/RAP_example_pipeline_python
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonedf0492960db29b4938cb72070351d6b1d0c6c0767b27ceb8394bbf4fcc0223c6
turbo-cache-controlno-cache
go-importgithub.com/NHSDigital/RAP_example_pipeline_python git https://github.com/NHSDigital/RAP_example_pipeline_python.git
octolytics-dimension-user_id6683590
octolytics-dimension-user_loginNHSDigital
octolytics-dimension-repository_id662117790
octolytics-dimension-repository_nwoNHSDigital/RAP_example_pipeline_python
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id662117790
octolytics-dimension-repository_network_root_nwoNHSDigital/RAP_example_pipeline_python
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
release52bde38e24398476f8eb1e0760c81346c6a00812
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/NHSDigital/RAP_example_pipeline_python#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FNHSDigital%2FRAP_example_pipeline_python
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/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/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/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%2FNHSDigital%2FRAP_example_pipeline_python
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=NHSDigital%2FRAP_example_pipeline_python
Reloadhttps://github.com/NHSDigital/RAP_example_pipeline_python
Reloadhttps://github.com/NHSDigital/RAP_example_pipeline_python
Reloadhttps://github.com/NHSDigital/RAP_example_pipeline_python
Please reload this pagehttps://github.com/NHSDigital/RAP_example_pipeline_python
NHSDigital https://github.com/NHSDigital
RAP_example_pipeline_pythonhttps://github.com/NHSDigital/RAP_example_pipeline_python
Notifications https://github.com/login?return_to=%2FNHSDigital%2FRAP_example_pipeline_python
Fork 4 https://github.com/login?return_to=%2FNHSDigital%2FRAP_example_pipeline_python
Star 8 https://github.com/login?return_to=%2FNHSDigital%2FRAP_example_pipeline_python
Code https://github.com/NHSDigital/RAP_example_pipeline_python
Issues 0 https://github.com/NHSDigital/RAP_example_pipeline_python/issues
Pull requests 2 https://github.com/NHSDigital/RAP_example_pipeline_python/pulls
Actions https://github.com/NHSDigital/RAP_example_pipeline_python/actions
Projects https://github.com/NHSDigital/RAP_example_pipeline_python/projects
Security and quality 0 https://github.com/NHSDigital/RAP_example_pipeline_python/security
Insights https://github.com/NHSDigital/RAP_example_pipeline_python/pulse
Code https://github.com/NHSDigital/RAP_example_pipeline_python
Issues https://github.com/NHSDigital/RAP_example_pipeline_python/issues
Pull requests https://github.com/NHSDigital/RAP_example_pipeline_python/pulls
Actions https://github.com/NHSDigital/RAP_example_pipeline_python/actions
Projects https://github.com/NHSDigital/RAP_example_pipeline_python/projects
Security and quality https://github.com/NHSDigital/RAP_example_pipeline_python/security
Insights https://github.com/NHSDigital/RAP_example_pipeline_python/pulse
https://github.com/NHSDigital/RAP_example_pipeline_python
Brancheshttps://github.com/NHSDigital/RAP_example_pipeline_python/branches
Tagshttps://github.com/NHSDigital/RAP_example_pipeline_python/tags
https://github.com/NHSDigital/RAP_example_pipeline_python/branches
https://github.com/NHSDigital/RAP_example_pipeline_python/tags
61 Commitshttps://github.com/NHSDigital/RAP_example_pipeline_python/commits/main/
https://github.com/NHSDigital/RAP_example_pipeline_python/commits/main/
.devcontainerhttps://github.com/NHSDigital/RAP_example_pipeline_python/tree/main/.devcontainer
.devcontainerhttps://github.com/NHSDigital/RAP_example_pipeline_python/tree/main/.devcontainer
data_inhttps://github.com/NHSDigital/RAP_example_pipeline_python/tree/main/data_in
data_inhttps://github.com/NHSDigital/RAP_example_pipeline_python/tree/main/data_in
data_outhttps://github.com/NHSDigital/RAP_example_pipeline_python/tree/main/data_out
data_outhttps://github.com/NHSDigital/RAP_example_pipeline_python/tree/main/data_out
srchttps://github.com/NHSDigital/RAP_example_pipeline_python/tree/main/src
srchttps://github.com/NHSDigital/RAP_example_pipeline_python/tree/main/src
testshttps://github.com/NHSDigital/RAP_example_pipeline_python/tree/main/tests
testshttps://github.com/NHSDigital/RAP_example_pipeline_python/tree/main/tests
.gitignorehttps://github.com/NHSDigital/RAP_example_pipeline_python/blob/main/.gitignore
.gitignorehttps://github.com/NHSDigital/RAP_example_pipeline_python/blob/main/.gitignore
LICENCEhttps://github.com/NHSDigital/RAP_example_pipeline_python/blob/main/LICENCE
LICENCEhttps://github.com/NHSDigital/RAP_example_pipeline_python/blob/main/LICENCE
README.mdhttps://github.com/NHSDigital/RAP_example_pipeline_python/blob/main/README.md
README.mdhttps://github.com/NHSDigital/RAP_example_pipeline_python/blob/main/README.md
config.tomlhttps://github.com/NHSDigital/RAP_example_pipeline_python/blob/main/config.toml
config.tomlhttps://github.com/NHSDigital/RAP_example_pipeline_python/blob/main/config.toml
create_publication.pyhttps://github.com/NHSDigital/RAP_example_pipeline_python/blob/main/create_publication.py
create_publication.pyhttps://github.com/NHSDigital/RAP_example_pipeline_python/blob/main/create_publication.py
environment.ymlhttps://github.com/NHSDigital/RAP_example_pipeline_python/blob/main/environment.yml
environment.ymlhttps://github.com/NHSDigital/RAP_example_pipeline_python/blob/main/environment.yml
pyproject.tomlhttps://github.com/NHSDigital/RAP_example_pipeline_python/blob/main/pyproject.toml
pyproject.tomlhttps://github.com/NHSDigital/RAP_example_pipeline_python/blob/main/pyproject.toml
requirements.txthttps://github.com/NHSDigital/RAP_example_pipeline_python/blob/main/requirements.txt
requirements.txthttps://github.com/NHSDigital/RAP_example_pipeline_python/blob/main/requirements.txt
READMEhttps://github.com/NHSDigital/RAP_example_pipeline_python
MIT licensehttps://github.com/NHSDigital/RAP_example_pipeline_python
https://github.com/NHSDigital/RAP_example_pipeline_python#rap-example-pipeline---python-using-pyspark
https://github.com/NHSDigital/RAP_example_pipeline_python#processes-flow-chart
https://github.com/NHSDigital/RAP_example_pipeline_python#contact
NHS England Analytical Serviceshttps://github.com/NHSDigital/data-analytics-services
https://github.com/NHSDigital/RAP_example_pipeline_python#description
Reproducible Analytical Pipelineshttps://nhsdigital.github.io/rap-community-of-practice/
https://github.com/NHSDigital/RAP_example_pipeline_python#prerequisites
instructions for downloading and installing pythonhttps://wiki.python.org/moin/BeginnersGuide/Download
Java 8/11https://www.java.com/en/download/
JAVA_HOME variable correctly sethttps://www.baeldung.com/java-home-on-windows-mac-os-x-linux
https://github.com/NHSDigital/RAP_example_pipeline_python#getting-started
Git guidehttps://nhsdigital.github.io/rap-community-of-practice/training_resources/git/using-git-collaboratively/
piphttps://pypi.org/project/pip/
condahttps://www.anaconda.com/
virtual environments guidehttps://nhsdigital.github.io/rap-community-of-practice/training_resources/python/virtual-environments/why-use-virtual-environments/
https://github.com/NHSDigital/RAP_example_pipeline_python#using-pip
https://github.com/NHSDigital/RAP_example_pipeline_python#using-github-codespaces
https://github.com/NHSDigital/RAP_example_pipeline_python#running-the-pipeline
https://github.com/NHSDigital/RAP_example_pipeline_python#running-the-tests
Unit testshttps://nhsdigital.github.io/rap-community-of-practice/training_resources/python/unit-testing/
Back testshttps://nhsdigital.github.io/rap-community-of-practice/training_resources/python/backtesting/
https://github.com/NHSDigital/RAP_example_pipeline_python#project-structure
https://github.com/NHSDigital/RAP_example_pipeline_python#root
https://github.com/NHSDigital/RAP_example_pipeline_python#src
https://github.com/NHSDigital/RAP_example_pipeline_python#tests
https://github.com/NHSDigital/RAP_example_pipeline_python#licence
© Crown copyrighthttps://www.nationalarchives.gov.uk/information-management/re-using-public-sector-information/uk-government-licensing-framework/crown-copyright/
Open Government 3.0 licencehttps://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
https://github.com/NHSDigital/RAP_example_pipeline_python#acknowledgements
Connor Quinnhttps://github.com/connor1q
Sam Hollingshttps://github.com/SamHollings
Maakhe Ndhlelahttps://github.com/maakhe
Harriet Sandshttps://github.com/harrietrs
Xiyao Zhuanghttps://github.com/xiyaozhuang
Helen Richardsonhttps://github.com/helrich
The RAP teamhttps://github.com/NHSDigital/rap-community-of-practice
python https://github.com/topics/python
spark https://github.com/topics/spark
pyspark https://github.com/topics/pyspark
artificial https://github.com/topics/artificial
aggregation https://github.com/topics/aggregation
hospital-episode-statistics https://github.com/topics/hospital-episode-statistics
Readme https://github.com/NHSDigital/RAP_example_pipeline_python#readme-ov-file
MIT license https://github.com/NHSDigital/RAP_example_pipeline_python#MIT-1-ov-file
Please reload this pagehttps://github.com/NHSDigital/RAP_example_pipeline_python
Activityhttps://github.com/NHSDigital/RAP_example_pipeline_python/activity
Custom propertieshttps://github.com/NHSDigital/RAP_example_pipeline_python/custom-properties
4 forkshttps://github.com/NHSDigital/RAP_example_pipeline_python/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FNHSDigital%2FRAP_example_pipeline_python&report=NHSDigital+%28user%29
Releaseshttps://github.com/NHSDigital/RAP_example_pipeline_python/releases
Packages 0https://github.com/orgs/NHSDigital/packages?repo_name=RAP_example_pipeline_python
Please reload this pagehttps://github.com/NHSDigital/RAP_example_pipeline_python
Please reload this pagehttps://github.com/NHSDigital/RAP_example_pipeline_python
Contributorshttps://github.com/NHSDigital/RAP_example_pipeline_python/graphs/contributors
Please reload this pagehttps://github.com/NHSDigital/RAP_example_pipeline_python
Python 100.0% https://github.com/NHSDigital/RAP_example_pipeline_python/search?l=python
NHSDigital/rap-package-templatehttps://github.com/NHSDigital/rap-package-template
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.