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data-for-ads-proj1's Introduction

Applied Data Science @ Columbia

Spring 2020

Project 1: A "data story" on the songs of our times

This is the first and only individual (as opposed to team) this semester.

Term: Spring 2020

  • Projec title: Lyrics Exploratory Analysis

  • This project is conducted by [Ruiqi Xie]

  • Project summary: [a short summary] In my project, I first get the sentiments of each song and saw their trendence with time. Then I had a look at the word counts of songs in different years. And lastly I chose three genres to make the comparison of their emotion propotions. During this process, I also created an interative server with shinyapp to compare different genere in different years. Finally I clustered the genres into smaller groups to see which of them have something in common.

Following suggestions by RICH FITZJOHN (@richfitz). This folder is orgarnized as follows.

proj/
├── lib/
├── data/
├── doc/
├── figs/
└── output/

Please see each subfolder for a README file.

ads_project_2020_spring

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