akucsd / ece-143-group-14

Deriving insights from an Obesity Dataset

ECE-143-Group-14

Deriving insights from an Obesity Dataset

Understanding factors affecting health and obesity levels -> Deriving Insights -> Use them to build cool applications

Link to the explanation of features for "Dataset for estimation of obesity levels based on eating habits and physical condition in individuals from Colombia, Peru and Mexico" https://www.sciencedirect.com/science/article/pii/S2352340919306985?via%3Dihub

Macronutrients were calcualted from: https://www.calculator.net/macro-calculator.html

Main 3rd Party Libraries used :

Beautiful Soup
Pandas, Numpy, scikit-learn
LightGBM
Streamlit

Contains:

EDA analysis
Classifier
Meal Recommender Streamlit App

Streamlit Meal Recommender App:

Citation #Just for inspiration

Dataset.
Meal Recommender
EDA
Classifier