Collecting data is one thing; deciding what it means is another. In this phase of an experiment, a scientist is likely to review carefully his or her methodologies, and possibly consult with other scientists, to decide what the data means.
Interpretation of data always occurs within a social context; prevalent ideas and paradigms will inevitably shape the conclusions drawn from data.