tiffieszn/City_Clustering

City Lifestyle Clustering

This project clusters cities using KMeans on a city lifestyle dataset. It includes:

• —Training script: src/train_model.py
• —Model utilities: src/model_utils.py
• —Streamlit app: src/app_streamlit.py (UI)
• —FastAPI endpoint: src/api_fastapi.py (prediction API)
• —Dockerfile and start.sh to run both services in one container

How to run locally

1. 1.Place the dataset at data/city_lifestyle_dataset.csv.
2. 2.Create a virtualenv and install requirements:

python -m venv venv
source venv/bin/activate
pip install -r requirements.txt