Here's a breakdown:

* Data is the raw, unprocessed information collected during research. This can be anything from numbers and measurements to text, images, and audio recordings.

* Observations are the individual pieces of information collected during the research process.

* Data analysis is the process of interpreting and drawing conclusions from the collected data.

Therefore, data represents the entire collection of observations made during research.