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Summary of ingestion statistics like whether data exists, number of missing values, number of invalid values and so on related to the particular sensor.

Hierarchy

  • SensorStatisticsSummary

Properties

CategoricalValues?: CategoricalValues

Parameter that describes potential risk about whether data associated with the sensor is categorical.

ComponentName?: string

Name of the component to which the particular sensor belongs for which the statistics belong to.

DataEndTime?: Date

Indicates the time reference to indicate the end of valid data associated with the sensor that the statistics belong to.

DataExists?: boolean

Parameter that indicates whether data exists for the sensor that the statistics belong to.

DataStartTime?: Date

Indicates the time reference to indicate the beginning of valid data associated with the sensor that the statistics belong to.

DuplicateTimestamps?: CountPercent

Parameter that describes the total number of duplicate timestamp records associated with the sensor that the statistics belong to.

InvalidDateEntries?: CountPercent

Parameter that describes the total number of invalid date entries associated with the sensor that the statistics belong to.

InvalidValues?: CountPercent

Parameter that describes the total number of, and percentage of, values that are invalid for the sensor that the statistics belong to.

LargeTimestampGaps?: LargeTimestampGaps

Parameter that describes potential risk about whether data associated with the sensor contains one or more large gaps between consecutive timestamps.

MissingValues?: CountPercent

Parameter that describes the total number of, and percentage of, values that are missing for the sensor that the statistics belong to.

MonotonicValues?: MonotonicValues

Parameter that describes potential risk about whether data associated with the sensor is mostly monotonic.

MultipleOperatingModes?: MultipleOperatingModes

Parameter that describes potential risk about whether data associated with the sensor has more than one operating mode.

SensorName?: string

Name of the sensor that the statistics belong to.