Getting ready

We will use the census income dataset available at https://archive.ics.uci.edu/ml/datasets/Census+Income. 

The dataset has the following characteristics:

• Number of instances: 48,842
• Number of attributes: 14

The following is a list of attributes:

• Age: continuous
• Workclass: text
• fnlwgt: continuous
• Education: text
• Education-num: continuous
• Marital-status: text
• Occupation: text
• Relationship: text
• Race: text
• Sex: female or male
• Capital-gain: continuous
• Capital-loss: continuous
• Hours-per-week: continuous
• Native-country: text