PM4_Lyrics

Analysing of this dataset: https://www.kaggle.com/datasets/carlosgdcj/genius-song-lyrics-with-language-information

🎶 Genius Lyrics NLP Project

This project performs natural language processing on song lyrics using a dataset from Genius. It includes sentiment analysis, data cleaning, and an interactive visualization via a web app.

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🚀 How to Run This Project

Follow these steps to reproduce the full pipeline from data to interactive app:

1. 📥 Download the Dataset

• Go to Kaggle and download the Genius lyrics dataset.
• Extract or convert the file into a suitable format .csv.

2. 🗃️ Import Data into MongoDB

• Start your local MongoDB server (e.g. with mongod).
• Import the dataset into MongoDB using MongoDB Compass or the CLI.

✅ Use the following database and collection names:

• Database: data
• Collection: Genius

3. Run the sentiment.ipynb file

• Run the sentiment.ipynb file step by step which is in the "Coding" folder

4. Run the App

• Run the app.py file and enjoy analysing the lyrics