theta-lin / stats_102_final Goto Github PK
View Code? Open in Web Editor NEWCode for STATS 102 Final Project
Code for STATS 102 Final Project
Data is stored separately on https://duke.box.com/s/xdtvc5unf555bgarmzopb42028nppygb Please download the "stats\_102\_final\_data" folder, rename it as "data", and put it in the project root folder. The run order is follows, it is highly advised not to run the scraping and merging scripts and notebooks: 1. Run ma_scraper.ipynb, scrape basic bands data 2. Run ma_scraper.ipynb, scrape more detailed bands data 3. Run merge.ipynb, merge bands data 4. Run ma_scraper.ipynb, scrape songs 5. Run merge.ipynb, merge songs 6. Run songs_cleaning.ipynb 7. Run ma_scraper.ipynb, scrape lyrics 8. Run merge.ipynb, merge lyrics 9. Run lyrics_cleaning.ipynb 10. Run bands_basic.ipynb 11. Run lyrics_basic.ipynb 12. Run bands_clustering.ipynb 13. Run bands_prediction.ipynb
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.