Title: Add Human Dataset Visualization Project
Closed this issue · 1 comments
SOMNATH0904 commented
Is your feature request related to a problem? Please describe.
It uses machine learning algorithms to dynamically cluster songs into different genres or themes based on their lyrics.
Tech stacks - Python and Python libraries
Describe the solution you'd like.
- Data Collection and Preprocessing: Collect a diverse dataset of song lyrics. Preprocess the lyrics by removing stop words and punctuation.
- Feature Extraction: Convert preprocessed lyrics into numerical.
- K-Means Clustering: Choose the number of clusters (K) using methods like the elbow method. Apply the K-Means algorithm to group songs based on lyric similarities.
Describe alternatives you've considered.
It was not considered currently.
Add any other context or screenshots about the feature request here.
No response
github-actions commented
It's great having you contribute to this project
Thanks for opening this Issue 🙌 , Welcome to Project Guidance 💖 We will review everything and get back to you.Make sure to give a star to this repo before making a fork! Thank you :)