Changes for page SDMX 3.1 Standards. Section 1. Framework

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  = 4 The SDMX Information Model =
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  [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] provides a way of modelling statistical data, and defines the set of metadata constructs used for this purpose. Because [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] specifies a number of transmission formats for expressing data and [[structural metadata>>doc:sdmx:Glossary 2\.1.Structural metadata.WebHome]], the model is used as a mechanism for guaranteeing that transformation between the different formats is lossless. In this sense, all of the formats are syntax-bound expressions of the common information model.
--[[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] recognizes that statistical data is structured; in [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] this structure is termed a [[Data Structure Definition>>doc:sdmx:Glossary 2\.1.Data structure definition.WebHome]]. “[[Data sets>>doc:sdmx:Glossary 2\.1.Data set.WebHome]]” are made up of one or more lower-(% style="color:#e74c3c" %)level(%%) “groups”, based on their degrees of similarity. Each group is in turn comprised of one or more “[[series>>doc:sdmx:Glossary 2\.1.Series.WebHome]]” of data. Each [[series>>doc:sdmx:Glossary 2\.1.Series.WebHome]] or section has a “key” - values for each of a cluster of (% style="color:#e74c3c" %)concepts(%%), also called "[[dimensions>>doc:sdmx:Glossary 2\.1.Dimension.WebHome]]" - which identifies it, and one or more “observations”, which typically combine the time of the observation, and the value of the observation (e.g., measurement). Additionally, metadata may be attached at any (% style="color:#e74c3c" %)level(%%) of this structure as descriptive “[[attributes>>doc:sdmx:Glossary 2\.1.Attribute.WebHome]]”. [[Code>>doc:sdmx:Glossary 2\.1.Code.WebHome]] lists (enumerations) and other patterns for [[representation>>doc:sdmx:Glossary 2\.1.Representation.WebHome]] of data and metadata are also modelled.
++[[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] recognizes that statistical data is structured; in [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] this structure is termed a [[Data Structure Definition>>doc:sdmx:Glossary 2\.1.Data structure definition.WebHome]]. “[[Data sets>>doc:sdmx:Glossary 2\.1.Data set.WebHome]]” are made up of one or more lower-level “groups”, based on their degrees of similarity. Each group is in turn comprised of one or more “[[series>>doc:sdmx:Glossary 2\.1.Series.WebHome]]” of data. Each [[series>>doc:sdmx:Glossary 2\.1.Series.WebHome]] or section has a “key” - values for each of a cluster of concepts, also called "[[dimensions>>doc:sdmx:Glossary 2\.1.Dimension.WebHome]]" - which identifies it, and one or more “observations”, which typically combine the time of the observation, and the value of the observation (e.g., measurement). Additionally, metadata may be attached at any level of this structure as descriptive “[[attributes>>doc:sdmx:Glossary 2\.1.Attribute.WebHome]]”. [[Code>>doc:sdmx:Glossary 2\.1.Code.WebHome]] lists (enumerations) and other patterns for [[representation>>doc:sdmx:Glossary 2\.1.Representation.WebHome]] of data and metadata are also modelled.
  There is some similarity between “cube” structures commonly used to process statistical data, and the [[Data Structure Definition>>doc:sdmx:Glossary 2\.1.Data structure definition.WebHome]] idea in the [[SDMX Information Model>>doc:sdmx:Glossary 2\.1.SDMX Information Model.WebHome]]. It is important to note that the data as structured according to the [[SDMX Information Model>>doc:sdmx:Glossary 2\.1.SDMX Information Model.WebHome]] is optimized for exchange, potentially with partners who may have no ability to process a “cube” of data coming from complex statistical systems. [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] [[time series>>doc:sdmx:Glossary 2\.1.Series.WebHome]] can be understood as “slices” of the cube. Such a slice is identified by its key. A "[[series>>doc:sdmx:Glossary 2\.1.Series.WebHome]]" key consists of the values for all [[dimensions>>doc:sdmx:Glossary 2\.1.Dimension.WebHome]] specified by the key family except time. Thus, it is possible to reconstruct and describe data cubes from [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]]-structured data, and to exchange such databases using the interfaces and formats provided for that purpose in the standard. Additional objects such as [[hierarchical code>>doc:sdmx:Glossary 2\.1.Hierarchical code.WebHome]] lists, [[constraints>>doc:sdmx:Glossary 2\.1.Constraint.WebHome]] and structure (% style="color:#e74c3c" %)maps(%%) make it possible to more fully model the structure of cubes.