What does it mean to analyze data?

To analyze data, the cleaned and aggregated data is imported into analysis tools. These tools allow you to explore the data, find patterns in it, and ask and answer what-if questions. This is the process by which sense is made of data gathered in research by proper application of statistical methods.

Analyzing data means to basically describe what's happening and what you see