Step 3

Step 3 involves preparing the data for analysis by cleaning and organizing it. This means checking for and fixing errors, removing any duplicate or irrelevant information, and filling in missing data if needed. The goal is to make sure the data is accurate and consistent, so that when you analyze it, the results will be reliable. Proper data preparation helps identify meaningful patterns and insights, forming a solid foundation for the next steps in your project.