I developed "Girl Talk" as my final project for the Data Analysis bootcamp at Ironhack Lisbon, during a dystopian week of social isolation in March 2020. Feedback is very welcome!
I used Genius' API to gather about 30k lyrics of songs by women and used NLP to do topic modelling.
You can read about the results on this website.
The project uses the following Python libraries:
- pandas as pd
- numpy as np
- matplotlib.pyplot
- lyricsgenius
- tqdm
- gensim
- nltk
- pyLDAvis