Spot-the-Future

Table of Contents:

code

• Data_Collector.ipynb --> contains code for collecting song data and writing csv files using Spotify API
• Line_Graph.ipynb --> contains code for plotting line graph of song features
• Predictor.ipynb --> contains code for predicting most popular song and creating comparison plot
• Song_Visualization.R --> contains code for creating Shiny app with wordcloud and k-means cluster plot
• Time_Segmented_Graph.ipynb --> contains code for creating interactive scatterplot of features
• demo_Data_Collector.ipynb --> contains demo code of Data_Collector.ipynb for presentation

data

cleandata

• top_songs_2012.csv --> data of Billboard's top 100 songs of 2012 and their features
• top_songs_2013.csv --> data of Billboard's top 100 songs of 2013 and their features
• top_songs_2014.csv --> data of Billboard's top 100 songs of 2014 and their features
• top_songs_2015.csv --> data of Billboard's top 100 songs of 2015 and their features
• top_songs_2016.csv --> data of Billboard's top 100 songs of 2016 and their features
• top_songs_2017.csv --> data of Billboard's top 100 songs of 2017 so far and their features

rawdata

• billboard_top_100 - 2012.csv --> song, artist, and Spotify ID of Billboard's top 100 songs of 2012
• billboard_top_100 - 2013.csv --> song, artist, and Spotify ID of Billboard's top 100 songs of 2013
• billboard_top_100 - 2014.csv --> song, artist, and Spotify ID of Billboard's top 100 songs of 2014
• billboard_top_100 - 2015.csv --> song, artist, and Spotify ID of Billboard's top 100 songs of 2015
• billboard_top_100 - 2016.csv --> song, artist, and Spotify ID of Billboard's top 100 songs of 2016
• billboard_top_100 - 2017.csv --> song, artist, and Spotify ID of Billboard's top 100 songs of 2017
• demo.csv --> song, artist, and Spotify ID of demo songs for presentation

report

• Final_Report.pdf --> finalized report for project
• Milestone_1.docx --> report for Project Milestone 1
• Milestone_2.pdf --> report for Project Milestone 2
• Milestone_3.pdf --> report for Project Milestone 3
• Presentation.pdf --> slides for class presentation

Link to Visualizations on Shiny App:

• https://joshasuncion.shinyapps.io/song_visualizer/

Link to Visualizations on Tableau Public:

• https://public.tableau.com/views/Spotify_10/Sheet1?:embed=y&:display_count=yes