The first step of a data gap analysis is to define the scope and objectives of your project. You need to determine what data you have, what data you need, and what data you want to achieve your goals.
The first step is to understand the problem or question that you want to address with data analysis. What is the background, context, and motivation of the problem? Who are the stakeholders ...