/Life-Satisfaction-Predictors

Analysis of the 2022 National Health Interview Survey data to identify the strongest predictors of life satisfaction in adults.

Primary LanguageJupyter Notebook

Health Predictors of Life Satisfaction: A Machine Learning Study using the 2022 National Health Interview Survey


This project conists of three components -

1. Data Processing and Feature Selection on the 2022 NHIS survey of US Adults

(csv dataset available at https://www.cdc.gov/nchs/nhis/2022nhis.htm)
script: data_prep.py

2. Random Forest Classification and Feature Importance Analysis

script: Random_Forest.py

3. Multi-Layer Perceptron Classification and Feature Importance Analysis

notebook: MLP.ipynb