Data-Analytics

Personal Song Lyrics Assistant

An application created in R that lets you have your personal collection of song lyrics based on a website (www.songlyrics.com and www.wikipedia.org). It gathers raw data from the web and come up with various analytical results such as word frequencies to a form of word cloud. The application is personalized that it can show you queries based from your collection and from the website.

Keywords:

text-mining, bag-of-words, term frequency, emotion classification, nlp

R Packages

Interface Packages

• shiny
• shinydashboard
• svdialogs

Web Scraping

• downloader
• rvest

Text & Data Manipulation

• stringr
• data.table

Text Analysis

• nlp
• tm
• wordcloud
• sentiment

Repository: Personal Song Lyrics Assistant