A dataset is a structured collection of records sharing a consistent schema, organized so it can be read, queried, or processed reliably. The structure is what separates a dataset from a random pile of files: every record follows the same field names, types, and format.
Example
A dataset of local businesses might include one row per business with consistent fields for name, category, city, and contact details, exported as CSV, JSON, or XLSX.