Data 360 Reportable Resource References

Resource references are standard usage tags that let you view your credit consumption by the feature that generated the usage. You can build custom Data 360 reports on resource types to view, filter, and sort your usage by its source.

Note
Note Resource references rolled out incrementally between July 2025 and September 2025. Data isn’t available for a specific resource type prior to its rollout.

Because resource references are organized by feature, usage that is counted against different usage types is sometimes bundled together. For example, batch connectors and streaming connectors consume credits in different usage types, but are both reported by the same resource reference.

After creating a report on a Resource Type, sort by the Resource ID or API Name field to see what within the feature generated usage. For example, if you create a report on the DataStreamDefinition resource type, sorting by connector API names stored in the Resource ID or API Name field lets you see how much each connection contributed to your usage.

Data 360 Usage Types and Resource Types

Usage Types Reported in Resource Types
Data 360 Usage type Usage type api name Resource usage source resource type
Batch Activations DataCloud_BatchActivationProcessed Activations on segments MarketSegmentActivationDef
Batch Calculated Insights DataCloud_BatchCI Calculated Insights MktCalcInsightObjectDef
Batch Data Pipeline DataCloud_BatchDataPipeline Data ingestion via batch connectors DataStreamDefinition
Batch Data Transforms DataCloud_BatchDataTransform Data Transforms MktDataTransformSetup
Batch Profile Unification DataCloud_BatchProfileUnification Identity Resolution IdentityResolutionDefinition
Data Share Rows Shared (Data Out) DataCloud_DataShareRowsShared Data Shares ExtDataShareDefinition
Inferences DataCloud_Inference This category can be used by predictive AI MktMLAIModel
Private Connect Data Processed DataCloud_BatchPrivateconnectBytesSent Private Connect OutboundNetworkConnection
Sub-second Real-Time Events & API DataCloud_RealTimeEventsAndAPI Provided for real-time API calls. Not provided for processing real-time events. DataGraphDefinition
Segmentation DataCloud_Segments Segments MarketSegmentDefinition
Streaming Actions (including lookups) DataCloud_StreamingActions Data Actions DataActionDefinition
Activation DMO - Streaming DataCloud_StreamingActivations Activations on Data Model Objects MarketSegmentActivationDef
Streaming Calculated Insights DataCloud_StreamingCI Calculated Insights MktCalcInsightObjectDef
Streaming Data Pipeline DataCloud_StreamingDataPipeline Data ingestion via streaming connectors DataStreamDefinition
Streaming Data Transforms DataCloud_StreamingDataTransform Data Transforms MktDataTransformSetup
Unstructured Data Processed DataCloud_UnstructuredDataProcessed Search Index DataSemanticSearchDef

Usage Types Not Reported in Resource Types

Usage Types Not Reported in Resource Types
Data 360 usage type Usage type api name Resource usage source
Data Federation or Data Sharing Rows Accessed DataCloud_DataFedOrSharingRowsAccessed Data Federation
Data Queries DataCloud_DataQueries Any feature that queries Data 360 data
Storage Beyond Allocation DataCloud_Storage Data 360 storage
Sub-second Real-Time Profiles & Entities DataCloud_RealTimeProfiles Data Graphs