Analysis and Classification of the Adult dataset

Abstract

Predict whether income exceeds $50K/yr based on census data. Also known as "Adult" dataset.

Data from: http://mlr.cs.umass.edu/ml/datasets/Census+Income

Overview

Analysis and classification was done in two different notebooks.

1. Data Analysis

2. Classification

Software

All the analysis was done using python 3.6 and all the external libraries and their versions can be found in the requirements.txt file.