Data Analysis Roadmap. 1- Define the ObjectiveProblem Identification: Clearly define the problem you aim to solve or the question you want to answer.Goals and Objectives: Establish specific, measurable, achievable, relevant, and time-bound (SMART) objectives.2. Data CollectionData Sources: Identify where and how you will collect the necessary data