Feature Engineering

• Sometimes a single column contains too much information packed together—for example, a value like “$50, North Glengarry, Township, Ontario.” You can split this into separate columns (e.g., price, city, municipality, province), which makes it much easier to analyze and visualize specific patterns in the data.