René's URL Explorer Experiment


Title: GitHub - spark-bnm/Spark-Programming-In-Python: Apache Spark 3 - Spark Programming in Python for Beginners

Open Graph Title: GitHub - spark-bnm/Spark-Programming-In-Python: Apache Spark 3 - Spark Programming in Python for Beginners

X Title: GitHub - spark-bnm/Spark-Programming-In-Python: Apache Spark 3 - Spark Programming in Python for Beginners

Description: Apache Spark 3 - Spark Programming in Python for Beginners - spark-bnm/Spark-Programming-In-Python

Open Graph Description: Apache Spark 3 - Spark Programming in Python for Beginners - spark-bnm/Spark-Programming-In-Python

X Description: Apache Spark 3 - Spark Programming in Python for Beginners - spark-bnm/Spark-Programming-In-Python

Opengraph URL: https://github.com/spark-bnm/Spark-Programming-In-Python

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:43c298ce-729e-b849-f572-9c8be72b3413
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idBF00:29573C:28084B6:382726F:6970FEBC
html-safe-nonce1b1076f48e34d6bcf286c04b4d2041b29f45920be1d28a48fbb1ffe8b7346530
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCRjAwOjI5NTczQzoyODA4NEI2OjM4MjcyNkY6Njk3MEZFQkMiLCJ2aXNpdG9yX2lkIjoiMjYxNDc4OTE5NTUxOTAzMzAyMCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac6a178d7dacb6820e1e9b6b91b27d143e914bcf9c439644867941995e27757129
hovercard-subject-tagrepository:320637515
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/spark-bnm/Spark-Programming-In-Python
twitter:imagehttps://opengraph.githubassets.com/89055a70629a85e780b6b66d6ce37bd1c8f2fa4b71a95a58d09b2876daf5d9ed/spark-bnm/Spark-Programming-In-Python
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/89055a70629a85e780b6b66d6ce37bd1c8f2fa4b71a95a58d09b2876daf5d9ed/spark-bnm/Spark-Programming-In-Python
og:image:altApache Spark 3 - Spark Programming in Python for Beginners - spark-bnm/Spark-Programming-In-Python
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None2d17fd2bbd784dc91f3a78a2f1d2c41d9f4f8ce86136d09833e3cf21b2bde1b7
turbo-cache-controlno-preview
go-importgithub.com/spark-bnm/Spark-Programming-In-Python git https://github.com/spark-bnm/Spark-Programming-In-Python.git
octolytics-dimension-user_id65375428
octolytics-dimension-user_loginspark-bnm
octolytics-dimension-repository_id320637515
octolytics-dimension-repository_nwospark-bnm/Spark-Programming-In-Python
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id268209078
octolytics-dimension-repository_parent_nwoLearningJournal/Spark-Programming-In-Python
octolytics-dimension-repository_network_root_id268209078
octolytics-dimension-repository_network_root_nwoLearningJournal/Spark-Programming-In-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
releasee053d923fb27a9d948f8cefae8ba3bf43f7b938f
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fspark-bnm%2FSpark-Programming-In-Python
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
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
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fspark-bnm%2FSpark-Programming-In-Python
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=spark-bnm%2FSpark-Programming-In-Python
Reloadhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python
Reloadhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python
Reloadhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python
spark-bnm https://patch-diff.githubusercontent.com/spark-bnm
Spark-Programming-In-Pythonhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python
LearningJournal/Spark-Programming-In-Pythonhttps://patch-diff.githubusercontent.com/LearningJournal/Spark-Programming-In-Python
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fspark-bnm%2FSpark-Programming-In-Python
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fspark-bnm%2FSpark-Programming-In-Python
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fspark-bnm%2FSpark-Programming-In-Python
MIT license https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/blob/master/LICENSE
0 stars https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/stargazers
644 forks https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/forks
Branches https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/branches
Tags https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tags
Activity https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fspark-bnm%2FSpark-Programming-In-Python
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fspark-bnm%2FSpark-Programming-In-Python
Code https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python
Pull requests 0 https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/pulls
Actions https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/actions
Projects 0 https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/projects
Security Uh oh! There was an error while loading. Please reload this page. https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/security
Please reload this pagehttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python
Insights https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/pulse
Code https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python
Pull requests https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/pulls
Actions https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/actions
Projects https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/projects
Security https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/security
Insights https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/pulse
Brancheshttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/branches
Tagshttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tags
https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/branches
https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tags
39 Commitshttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/commits/master/
https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/commits/master/
01-HelloSparkhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/01-HelloSpark
01-HelloSparkhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/01-HelloSpark
02-HelloRDDhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/02-HelloRDD
02-HelloRDDhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/02-HelloRDD
03-HelloSparkSQLhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/03-HelloSparkSQL
03-HelloSparkSQLhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/03-HelloSparkSQL
04-SparkSchemaDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/04-SparkSchemaDemo
04-SparkSchemaDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/04-SparkSchemaDemo
05-DataSinkDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/05-DataSinkDemo
05-DataSinkDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/05-DataSinkDemo
06-SparkSQLTableDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/06-SparkSQLTableDemo
06-SparkSQLTableDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/06-SparkSQLTableDemo
07-Notebookhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/07-Notebook
07-Notebookhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/07-Notebook
08-RowDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/08-RowDemo
08-RowDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/08-RowDemo
09-LogFileDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/09-LogFileDemo
09-LogFileDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/09-LogFileDemo
10-ExploringColumnshttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/10-ExploringColumns
10-ExploringColumnshttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/10-ExploringColumns
11-UDFDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/11-UDFDemo
11-UDFDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/11-UDFDemo
12-MiscDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/12-MiscDemo
12-MiscDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/12-MiscDemo
12-MiscDemoNotebookhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/12-MiscDemoNotebook
12-MiscDemoNotebookhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/12-MiscDemoNotebook
13-AggDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/13-AggDemo
13-AggDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/13-AggDemo
14-GroupingDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/14-GroupingDemo
14-GroupingDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/14-GroupingDemo
15-WindowingDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/15-WindowingDemo
15-WindowingDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/15-WindowingDemo
16-RankingDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/16-RankingDemo
16-RankingDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/16-RankingDemo
17-SparkJoinDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/17-SparkJoinDemo
17-SparkJoinDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/17-SparkJoinDemo
18-OuterJoinDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/18-OuterJoinDemo
18-OuterJoinDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/18-OuterJoinDemo
19-ShuffleJoinDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/19-ShuffleJoinDemo
19-ShuffleJoinDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/19-ShuffleJoinDemo
20-BucketJoinDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/20-BucketJoinDemo
20-BucketJoinDemohttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/20-BucketJoinDemo
confhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/conf
confhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/conf
notebookhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/notebook
notebookhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/tree/master/notebook
.gitattributeshttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/blob/master/.gitattributes
.gitattributeshttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/blob/master/.gitattributes
.gitignorehttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/blob/master/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/blob/master/.gitignore
LICENSEhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/blob/master/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/blob/master/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/blob/master/README.md
READMEhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python
MIT licensehttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python
https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python#apache-spark-3---spark-programming-in-python-for-beginners
Apache Spark Course @ Udemy. https://www.udemy.com/course/draft/3184584/?referralCode=77E18B4F800479A263D5
https://www.udemy.com/course/draft/3184584/?referralCode=77E18B4F800479A263D5
https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python#-description-
https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python#who-should-take-this-course
https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python#spark-and-source-code-version
Readme https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python
Activityhttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/activity
Custom propertieshttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/custom-properties
0 starshttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/watchers
0 forkshttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fspark-bnm%2FSpark-Programming-In-Python&report=spark-bnm+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/spark-bnm/Spark-Programming-In-Python/releases
Packages 0https://patch-diff.githubusercontent.com/orgs/spark-bnm/packages?repo_name=Spark-Programming-In-Python
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.