Structured data is data that can easily be represented as a table- think spreadsheets. If your data contains only umbers and categories, existing analytics tools can easily handle it. However, this accounts from only about 20% of data produced by organizations.
Unstructured data is the messier twin. It is hard to analyze at scale so it's rarely leveraged. Machine learning is changing that.