René's URL Explorer Experiment


Title: GitHub - wkosmos/MusicalGeography

Open Graph Title: GitHub - wkosmos/MusicalGeography

X Title: GitHub - wkosmos/MusicalGeography

Description: Contribute to wkosmos/MusicalGeography development by creating an account on GitHub.

Open Graph Description: Contribute to wkosmos/MusicalGeography development by creating an account on GitHub.

X Description: Contribute to wkosmos/MusicalGeography development by creating an account on GitHub.

Opengraph URL: https://github.com/wkosmos/MusicalGeography

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:7d1f9d25-6a42-f206-ba34-b3656fe91146
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id9076:6E05D:5646B9:6EACF6:69928A1A
html-safe-noncea5797c0b312ee3ac2bcaa681278110f391126190f24a4fd34d9b8e6dc4f434f5
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5MDc2OjZFMDVEOjU2NDZCOTo2RUFDRjY6Njk5MjhBMUEiLCJ2aXNpdG9yX2lkIjoiMTI4NDE2NTAyOTY1NTEyMDQxMCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacb41c299511669387fa92a803ce1d4a63232963fd6330e09d37b1614c40d08b50
hovercard-subject-tagrepository:280930500
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/wkosmos/MusicalGeography
twitter:imagehttps://opengraph.githubassets.com/f676802d3c87c647cf4ab774c5c78d5874d576cf2211be2dc8b8e3c8a5776d6e/wkosmos/MusicalGeography
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/f676802d3c87c647cf4ab774c5c78d5874d576cf2211be2dc8b8e3c8a5776d6e/wkosmos/MusicalGeography
og:image:altContribute to wkosmos/MusicalGeography development by creating an account on GitHub.
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None42c603b9d642c4a9065a51770f75e5e27132fef0e858607f5c9cb7e422831a7b
turbo-cache-controlno-preview
go-importgithub.com/wkosmos/MusicalGeography git https://github.com/wkosmos/MusicalGeography.git
octolytics-dimension-user_id63264760
octolytics-dimension-user_loginwkosmos
octolytics-dimension-repository_id280930500
octolytics-dimension-repository_nwowkosmos/MusicalGeography
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id280930500
octolytics-dimension-repository_network_root_nwowkosmos/MusicalGeography
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
release848bc6032dcc93a9a7301dcc3f379a72ba13b96e
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fwkosmos%2FMusicalGeography
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%2Fwkosmos%2FMusicalGeography
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=wkosmos%2FMusicalGeography
Reloadhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography
Reloadhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography
Reloadhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography
wkosmos https://patch-diff.githubusercontent.com/wkosmos
MusicalGeographyhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fwkosmos%2FMusicalGeography
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fwkosmos%2FMusicalGeography
Star 2 https://patch-diff.githubusercontent.com/login?return_to=%2Fwkosmos%2FMusicalGeography
2 stars https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/stargazers
0 forks https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/forks
Branches https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/branches
Tags https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/tags
Activity https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fwkosmos%2FMusicalGeography
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fwkosmos%2FMusicalGeography
Code https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography
Issues 0 https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/issues
Pull requests 0 https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/pulls
Actions https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/actions
Projects 0 https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/projects
Security 0 https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/security
Insights https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/pulse
Code https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography
Issues https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/issues
Pull requests https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/pulls
Actions https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/actions
Projects https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/projects
Security https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/security
Insights https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/pulse
Brancheshttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/branches
Tagshttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/tags
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/branches
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/tags
43 Commitshttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/commits/master/
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/commits/master/
datahttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/tree/master/data
datahttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/tree/master/data
docshttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/tree/master/docs
docshttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/tree/master/docs
imageshttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/tree/master/images
imageshttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/tree/master/images
srchttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/tree/master/src
srchttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/tree/master/src
.gitignorehttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/blob/master/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/blob/master/.gitignore
EDA.ipynbhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/blob/master/EDA.ipynb
EDA.ipynbhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/blob/master/EDA.ipynb
README.mdhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/blob/master/README.md
danceability vs birthplace.pnghttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/blob/master/danceability%20vs%20birthplace.png
danceability vs birthplace.pnghttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/blob/master/danceability%20vs%20birthplace.png
mapping.ipynbhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/blob/master/mapping.ipynb
mapping.ipynbhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/blob/master/mapping.ipynb
plotting.ipynbhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/blob/master/plotting.ipynb
plotting.ipynbhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/blob/master/plotting.ipynb
untitled.txthttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/blob/master/untitled.txt
untitled.txthttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/blob/master/untitled.txt
READMEhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#musical-geography
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#exploring-associations-between-geographic-and-musical-characteristics
Project Proposalhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/blob/master/docs/proposal.md
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#project-proposal
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#contents
Backgroundhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Background
Datahttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Data
Acquisitionhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Acquisition
Spotifyhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Spotify
MusicBrainzhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#MusicBrainz
ArcGIS Hubhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#ArcGIS-Hub
Worldbankhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Worldbank
Explorationhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Exploration
Intuitiveness of Metricshttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Intuitiveness-of-Metrics
Cleaning/Organizationhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Cleaning/Organization
Analysishttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Analysis
Artists per Countryhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Artists-per-Country
Danceability by Countryhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Danceability
Energy by Countryhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Energy
Valence by Countryhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Valence
Discussionhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Discussion
Conclusionhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Conclusion
Noteshttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Notes
Resources/Referencehttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Resources/Reference
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#background
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#how-does-someones-life-experience-affect-their-music
Back to tophttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Contents
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#data
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#acquisition
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#spotify
Spotipyhttps://github.com/plamere/spotipy
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#musicbrainz
MusicBrainzngshttps://pypi.org/project/musicbrainzngs/
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#arcgis-hub
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#worldbank
Back to tophttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Contents
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#exploration
https://github.com/wkosmos/MusicalGeography/blob/master/images/dists%20of%20numeric%20columns.png
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#intuitiveness-of-metrics
https://github.com/wkosmos/MusicalGeography/blob/master/images/danceability%20vs%20objectives.png
https://github.com/wkosmos/MusicalGeography/blob/master/images/energy%20vs%20objectives.png
https://github.com/wkosmos/MusicalGeography/blob/master/images/valence%20vs%20objectives.png
https://github.com/wkosmos/MusicalGeography/blob/master/images/subjectives%20comparisons.png
https://github.com/wkosmos/MusicalGeography/blob/master/images/5%20genres%20subjectives.png
Back to tophttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Contents
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#cleaningorganization
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#country-codes
Back to tophttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#Contents
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#analysis
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#artists-per-country
https://github.com/wkosmos/MusicalGeography/blob/master/images/artist%20count%20by%20country.png
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#danceability
https://github.com/wkosmos/MusicalGeography/blob/master/images/danceability%20vs%20birthplace_1.png
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#energy
https://github.com/wkosmos/MusicalGeography/blob/master/images/energyvs%20birthplace.png
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#valence
https://github.com/wkosmos/MusicalGeography/blob/master/images/valence%20vs%20birthplace_1.png
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#discussion
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#conclusion
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#notes
https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#resourcesreferences
Spotify APIhttps://gstudents.slack.com/archives/G015L65AESW/p1595461894242200
MusicBrainz APIhttps://python-musicbrainzngs.readthedocs.io/en/v0.7.1/
https://gist.github.com/tadast/8827699https://gist.github.com/tadast/8827699
Readme https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography#readme-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography
Activityhttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/activity
2 starshttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/stargazers
1 watchinghttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/watchers
0 forkshttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fwkosmos%2FMusicalGeography&report=wkosmos+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/releases
Packages 0https://patch-diff.githubusercontent.com/users/wkosmos/packages?repo_name=MusicalGeography
Jupyter Notebook 99.9% https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/search?l=jupyter-notebook
Python 0.1% https://patch-diff.githubusercontent.com/wkosmos/MusicalGeography/search?l=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.