GitHub - samyhajal/song-lyrics: Udacity Machine Learning Nanodegree Capstone Project

proposal.pdf: Final Proposal
report.pdf: Final Report
googlesearch.py: script to scrape lyrics from metrolyrics.com. Uses beautifulsoup and googleapiclient modules.
merge_csv.py: script to merge scraped lyrics with original dataset.
billboard_lyrics_1964-2015.csv: original dataset from source.
merged.csv: post-scraping, post-merging dataset.
song-lyrics.ipynb: iPython notebook used for benchmark model, plotting, vectorizing, training and testing models. Requires scikit-learn, numpy, scipy, nltk, profanityfilter, pandas, matplotlib, pickle.

Name		Name	Last commit message	Last commit date
Latest commit History 18 Commits
.gitignore		.gitignore
README.md		README.md
billboard_lyrics_1964-2015.csv		billboard_lyrics_1964-2015.csv
feature_importances.png		feature_importances.png
googlesearch.py		googlesearch.py
merge_csv.py		merge_csv.py
merged.csv		merged.csv
most_popular_artists.png		most_popular_artists.png
occurrences_barplot.png		occurrences_barplot.png
output_2_0.png		output_2_0.png
output_4_1.png		output_4_1.png
output_7_0.png		output_7_0.png
pcapy.pickle		pcapy.pickle
porter_stemmer_example.png		porter_stemmer_example.png
position_loverboy.png		position_loverboy.png
proposal.pdf		proposal.pdf
report.pdf		report.pdf
song-lyrics.ipynb		song-lyrics.ipynb
tfidf.pickle		tfidf.pickle
tfs.pickle		tfs.pickle

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