DatasetType
Summary
Enumeration of dataset types.
Description
Describes the different structures of data within a given dataset. A dataset can have multiple types of data, or even a single type of data but still match multiple types, for example sensor data could also be timeseries or labeled image data could also be considered categorical.
Metadata
https://spdx.org/rdf/3.0.0/terms/Dataset/DatasetType
| Name | DatasetType |
Entries
- audio: data is audio based, such as a collection of music from the 80s.
- categorical: data that is classified into a discrete number of categories, such as the eye color of a population of people.
- graph: data is in the form of a graph where entries are somehow related to each other through edges, such a social network of friends.
- image: data is a collection of images such as pictures of animals.
- noAssertion: data type is not known.
- numeric: data consists only of numeric entries.
- other: data is of a type not included in this list.
- sensor: data is recorded from a physical sensor, such as a thermometer reading or biometric device.
- structured: data is stored in tabular format or retrieved from a relational database.
- syntactic: data describes the syntax or semantics of a language or text, such as a parse tree used for natural language processing.
- text: data consists of unstructured text, such as a book, Wikipedia article (without images), or transcript.
- timeseries: data is recorded in an ordered sequence of timestamped entries, such as the price of a stock over the course of a day.
- timestamp: data is recorded with a timestamp for each entry, but not necessarily ordered or at specific intervals, such as when a taxi ride starts and ends.
- video: data is video based, such as a collection of movie clips featuring Tom Hanks.