René's URL Explorer Experiment


Title: GitHub - brunowdev/sparkify: This is the final project for the Data Scientist Nanodegree, where our goal is to predict churn for a fictional streaming service called Sparkify.

Open Graph Title: GitHub - brunowdev/sparkify: This is the final project for the Data Scientist Nanodegree, where our goal is to predict churn for a fictional streaming service called Sparkify.

X Title: GitHub - brunowdev/sparkify: This is the final project for the Data Scientist Nanodegree, where our goal is to predict churn for a fictional streaming service called Sparkify.

Description: This is the final project for the Data Scientist Nanodegree, where our goal is to predict churn for a fictional streaming service called Sparkify. - brunowdev/sparkify

Open Graph Description: This is the final project for the Data Scientist Nanodegree, where our goal is to predict churn for a fictional streaming service called Sparkify. - brunowdev/sparkify

X Description: This is the final project for the Data Scientist Nanodegree, where our goal is to predict churn for a fictional streaming service called Sparkify. - brunowdev/sparkify

Opengraph URL: https://github.com/brunowdev/sparkify

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:e2fcd445-569c-4926-0ea3-340a4d47c830
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idA994:2997C1:B50E7:ED2FF:6972EC6E
html-safe-noncef28a990d6f95321079d9a22d4bf224c12f9cf7c0703524d69270e4b7e76a0217
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBOTk0OjI5OTdDMTpCNTBFNzpFRDJGRjo2OTcyRUM2RSIsInZpc2l0b3JfaWQiOiI0OTU2MTAxNzE1NDA1NDk5NTAyIiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmaced0921c4b1de3a09614530dde43f1767de83bedc29de01d3f8215b27f840486d
hovercard-subject-tagrepository:241000035
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/brunowdev/sparkify
twitter:imagehttps://repository-images.githubusercontent.com/241000035/e35a3900-aa83-11ea-9acb-19980a66a8fe
twitter:cardsummary_large_image
og:imagehttps://repository-images.githubusercontent.com/241000035/e35a3900-aa83-11ea-9acb-19980a66a8fe
og:image:altThis is the final project for the Data Scientist Nanodegree, where our goal is to predict churn for a fictional streaming service called Sparkify. - brunowdev/sparkify
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None824b30a290fe1f3775d1c3b755ace6ec71165752363f95d9255c1b87220040e4
turbo-cache-controlno-preview
go-importgithub.com/brunowdev/sparkify git https://github.com/brunowdev/sparkify.git
octolytics-dimension-user_id6127473
octolytics-dimension-user_loginbrunowdev
octolytics-dimension-repository_id241000035
octolytics-dimension-repository_nwobrunowdev/sparkify
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id241000035
octolytics-dimension-repository_network_root_nwobrunowdev/sparkify
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
release7ef892904a22cef6ce15e4347cbf70e4cbfdc883
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/brunowdev/sparkify#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fbrunowdev%2Fsparkify
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%2Fbrunowdev%2Fsparkify
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=brunowdev%2Fsparkify
Reloadhttps://patch-diff.githubusercontent.com/brunowdev/sparkify
Reloadhttps://patch-diff.githubusercontent.com/brunowdev/sparkify
Reloadhttps://patch-diff.githubusercontent.com/brunowdev/sparkify
brunowdev https://patch-diff.githubusercontent.com/brunowdev
sparkifyhttps://patch-diff.githubusercontent.com/brunowdev/sparkify
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fbrunowdev%2Fsparkify
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fbrunowdev%2Fsparkify
Star 4 https://patch-diff.githubusercontent.com/login?return_to=%2Fbrunowdev%2Fsparkify
bit.ly/sparkify-projecthttps://bit.ly/sparkify-project
4 stars https://patch-diff.githubusercontent.com/brunowdev/sparkify/stargazers
0 forks https://patch-diff.githubusercontent.com/brunowdev/sparkify/forks
Branches https://patch-diff.githubusercontent.com/brunowdev/sparkify/branches
Tags https://patch-diff.githubusercontent.com/brunowdev/sparkify/tags
Activity https://patch-diff.githubusercontent.com/brunowdev/sparkify/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fbrunowdev%2Fsparkify
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fbrunowdev%2Fsparkify
Code https://patch-diff.githubusercontent.com/brunowdev/sparkify
Issues 0 https://patch-diff.githubusercontent.com/brunowdev/sparkify/issues
Pull requests 2 https://patch-diff.githubusercontent.com/brunowdev/sparkify/pulls
Actions https://patch-diff.githubusercontent.com/brunowdev/sparkify/actions
Projects 0 https://patch-diff.githubusercontent.com/brunowdev/sparkify/projects
Security 0 https://patch-diff.githubusercontent.com/brunowdev/sparkify/security
Insights https://patch-diff.githubusercontent.com/brunowdev/sparkify/pulse
Code https://patch-diff.githubusercontent.com/brunowdev/sparkify
Issues https://patch-diff.githubusercontent.com/brunowdev/sparkify/issues
Pull requests https://patch-diff.githubusercontent.com/brunowdev/sparkify/pulls
Actions https://patch-diff.githubusercontent.com/brunowdev/sparkify/actions
Projects https://patch-diff.githubusercontent.com/brunowdev/sparkify/projects
Security https://patch-diff.githubusercontent.com/brunowdev/sparkify/security
Insights https://patch-diff.githubusercontent.com/brunowdev/sparkify/pulse
Brancheshttps://patch-diff.githubusercontent.com/brunowdev/sparkify/branches
Tagshttps://patch-diff.githubusercontent.com/brunowdev/sparkify/tags
https://patch-diff.githubusercontent.com/brunowdev/sparkify/branches
https://patch-diff.githubusercontent.com/brunowdev/sparkify/tags
187 Commitshttps://patch-diff.githubusercontent.com/brunowdev/sparkify/commits/master/
https://patch-diff.githubusercontent.com/brunowdev/sparkify/commits/master/
resultshttps://patch-diff.githubusercontent.com/brunowdev/sparkify/tree/master/results
resultshttps://patch-diff.githubusercontent.com/brunowdev/sparkify/tree/master/results
.gitignorehttps://patch-diff.githubusercontent.com/brunowdev/sparkify/blob/master/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/brunowdev/sparkify/blob/master/.gitignore
Data Exploration.ipynbhttps://patch-diff.githubusercontent.com/brunowdev/sparkify/blob/master/Data%20Exploration.ipynb
Data Exploration.ipynbhttps://patch-diff.githubusercontent.com/brunowdev/sparkify/blob/master/Data%20Exploration.ipynb
README.MDhttps://patch-diff.githubusercontent.com/brunowdev/sparkify/blob/master/README.MD
README.MDhttps://patch-diff.githubusercontent.com/brunowdev/sparkify/blob/master/README.MD
Results - Spark.ipynbhttps://patch-diff.githubusercontent.com/brunowdev/sparkify/blob/master/Results%20-%20Spark.ipynb
Results - Spark.ipynbhttps://patch-diff.githubusercontent.com/brunowdev/sparkify/blob/master/Results%20-%20Spark.ipynb
Sparkify.ipynbhttps://patch-diff.githubusercontent.com/brunowdev/sparkify/blob/master/Sparkify.ipynb
Sparkify.ipynbhttps://patch-diff.githubusercontent.com/brunowdev/sparkify/blob/master/Sparkify.ipynb
jupyter_utils.pyhttps://patch-diff.githubusercontent.com/brunowdev/sparkify/blob/master/jupyter_utils.py
jupyter_utils.pyhttps://patch-diff.githubusercontent.com/brunowdev/sparkify/blob/master/jupyter_utils.py
pyspark.shhttps://patch-diff.githubusercontent.com/brunowdev/sparkify/blob/master/pyspark.sh
pyspark.shhttps://patch-diff.githubusercontent.com/brunowdev/sparkify/blob/master/pyspark.sh
requirements.txthttps://patch-diff.githubusercontent.com/brunowdev/sparkify/blob/master/requirements.txt
requirements.txthttps://patch-diff.githubusercontent.com/brunowdev/sparkify/blob/master/requirements.txt
visualizations.pyhttps://patch-diff.githubusercontent.com/brunowdev/sparkify/blob/master/visualizations.py
visualizations.pyhttps://patch-diff.githubusercontent.com/brunowdev/sparkify/blob/master/visualizations.py
READMEhttps://patch-diff.githubusercontent.com/brunowdev/sparkify
https://patch-diff.githubusercontent.com/brunowdev/sparkify#sparkify-capstone-project
herehttps://medium.com/@brunowdev/predicting-churn-with-pyspark-sparkify-capstone-project-5ad91781c491?source=friends_link&sk=26df5c31c0983f8d59f6d2939190511f
https://camo.githubusercontent.com/d5da3bced2e6a12eadfde48411ed28c925e51a59ac863757a6086a619667d441/68747470733a2f2f6272756e6f626974656e636f7572742e636f6d2f7075626c69632f696d616765732f737061726b6966795f6c6f676f2e706e67
https://patch-diff.githubusercontent.com/brunowdev/sparkify#table-of-contents
Requirementshttps://patch-diff.githubusercontent.com/brunowdev/sparkify#requirements
Project Overviewhttps://patch-diff.githubusercontent.com/brunowdev/sparkify#overview
File Descriptionshttps://patch-diff.githubusercontent.com/brunowdev/sparkify#files
Running the projecthttps://patch-diff.githubusercontent.com/brunowdev/sparkify#running
Resultshttps://patch-diff.githubusercontent.com/brunowdev/sparkify#results
https://patch-diff.githubusercontent.com/brunowdev/sparkify#requirements-
https://patch-diff.githubusercontent.com/brunowdev/sparkify#project-overview-
The notebook with the training processhttps://brunobitencourt.com/data/udacity/sparkify/Sparkify.html
The result analysis - For all the algorithms and metricshttps://brunobitencourt.com/data/udacity/sparkify/Results+-+Spark.html
The data exploration (with the raw data and the final version with the new engineered features)https://brunobitencourt.com/data/udacity/sparkify/Data+Exploration.html
herehttps://medium.com/@brunowdev/predicting-churn-with-pyspark-sparkify-capstone-project-5ad91781c491?source=friends_link&sk=26df5c31c0983f8d59f6d2939190511f
https://patch-diff.githubusercontent.com/brunowdev/sparkify#file-descriptions-
https://patch-diff.githubusercontent.com/brunowdev/sparkify#dataset
herehttps://brunobitencourt.com/data/udacity/sparkify/full_sparkify_event_data.json
herehttps://brunobitencourt.com/data/udacity/sparkify/sparkify_full_csv_data.csv
https://patch-diff.githubusercontent.com/brunowdev/sparkify#running-the-project-
files sectionhttps://patch-diff.githubusercontent.com/brunowdev/sparkify#dataset
https://patch-diff.githubusercontent.com/brunowdev/sparkify#results-
https://camo.githubusercontent.com/46439f8eb68de436a96dc263ad7652ace80801625b71cde1e83908eb5dcd6a4e/68747470733a2f2f73332d73612d656173742d312e616d617a6f6e6177732e636f6d2f6272756e6f626974656e636f7572742e636f6d2f646174612f756461636974792f737061726b6966792f726573756c74735f64662e706e67
https://camo.githubusercontent.com/f5fa4c148bb4f9b62829280b04ca8826b2db2660b5278a035ffbe04c523f115b/68747470733a2f2f73332d73612d656173742d312e616d617a6f6e6177732e636f6d2f6272756e6f626974656e636f7572742e636f6d2f646174612f756461636974792f737061726b6966792f616c6c5f6d6f64656c732e706e67
https://camo.githubusercontent.com/6a6d37f5797f4510f817024c49240437c78c878d728774ab623eb50fe200234d/68747470733a2f2f73332d73612d656173742d312e616d617a6f6e6177732e636f6d2f6272756e6f626974656e636f7572742e636f6d2f646174612f756461636974792f737061726b6966792f66656174757265735f6162736f6c7574652e706e67
https://camo.githubusercontent.com/7235fb3dd3d531b6a3260dda69e77e4b1bdd55be92ef07fd6e3bbc1f91fe3828/68747470733a2f2f73332d73612d656173742d312e616d617a6f6e6177732e636f6d2f6272756e6f626974656e636f7572742e636f6d2f646174612f756461636974792f737061726b6966792f6e6577706c6f742e706e67
bit.ly/sparkify-projecthttps://bit.ly/sparkify-project
udacity https://patch-diff.githubusercontent.com/topics/udacity
pyspark https://patch-diff.githubusercontent.com/topics/pyspark
pyspark-mllib https://patch-diff.githubusercontent.com/topics/pyspark-mllib
data-science-capstone https://patch-diff.githubusercontent.com/topics/data-science-capstone
sparkify https://patch-diff.githubusercontent.com/topics/sparkify
Readme https://patch-diff.githubusercontent.com/brunowdev/sparkify#readme-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/brunowdev/sparkify
Activityhttps://patch-diff.githubusercontent.com/brunowdev/sparkify/activity
4 starshttps://patch-diff.githubusercontent.com/brunowdev/sparkify/stargazers
2 watchinghttps://patch-diff.githubusercontent.com/brunowdev/sparkify/watchers
0 forkshttps://patch-diff.githubusercontent.com/brunowdev/sparkify/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fbrunowdev%2Fsparkify&report=brunowdev+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/brunowdev/sparkify/releases
Packages 0https://patch-diff.githubusercontent.com/users/brunowdev/packages?repo_name=sparkify
Please reload this pagehttps://patch-diff.githubusercontent.com/brunowdev/sparkify
HTML 52.9% https://patch-diff.githubusercontent.com/brunowdev/sparkify/search?l=html
Jupyter Notebook 47.0% https://patch-diff.githubusercontent.com/brunowdev/sparkify/search?l=jupyter-notebook
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.