Adult Census Income dataset: Using multiple machine learning models

The discovery phase is where we attempt to understand the data. It might require cleaning, transformation, integration. The following code snippet highlights the data preprocessing steps. The dataset contained null values, both numerical and categorical values. The categorical values were both nominal and ordinal.