Data Features Structure

The Fuse APIs return data features from some APIs that adhere to a sensible set of guidelines. All our Data Features will use the following structures consistently.

Data Classes

Data Features returned by the Fuse API will contain data in certain "Data Classes", which the documentation will specify. Below is an exhaustive list of the currently in-use data classes by the Fuse Data Features.

Age

ValueDescription
nullMissing data
0Event happened on the report date
[1,inf)Age in days of an event

Count

ValueDescription
nullMissing data
0No data items found
[1,inf)1 or more data items found

Boolean

ValueDescription
nullMissing data
0 (or false)No
1 (or true)Yes

Amount

ValueDescription
nullMissing data
[0,inf)Amount in the specified currency’s natural units (e.g. GBP)

Balance

ValueDescription
nullMissing data
(-inf,inf)Amount in the specified currency’s natural units (e.g. GBP)

Ratio

ValueDescription
nullMissing data / indeterminate
[0,inf)Ratio of two quantities

Probability

ValueDescription
nullMissing data / indeterminate
[0,1]Probability of an even occurring

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Note

There are some special ratios where an indeterminate ratio is defined as e.g. 0…. These features will be flagged as such in the documentation

DateTime

Values for this type are represented in standard ISO-8601 Date/Time format.

ValueDescription
nullMissing data
"YYYY-MM-DDTHH:MM:SS.FFFZ"UTC datetime in ISO-8601 format