Viewing Attribute Metadata - trillium_discovery - trillium_quality - Latest

Trillium Control Center

Product type
Software
Portfolio
Verify
Product family
Trillium
Product
Trillium > Trillium Discovery
Version
Latest
Language
English
Product name
Trillium Quality and Discovery
Title
Trillium Control Center
Copyright
2024
First publish date
2008
Last updated
2024-10-18
Published on
2024-10-18T15:02:04.502478

Attribute metadata is summary information about the data stored in an attribute (field/column). Trillium discovers metadata for each attribute in an entity. Viewing metadata allows you to better understand the content and structure of your data.

Note: A subset of attribute metadata, called derived metadata rules, are external to the attribute data and many are user-specified.

View metadata for an attribute in the following two ways:

  • In the Summary Data View of the selected attribute. 
  • In a List View accessed from the Navigation View or the Summary Data View of the selected attribute.

Attribute Metadata Summary Data View

When you view attribute metadata in a Summary Data View, the following types of metadata are presented across four tabs:

Tab

Metadata

Content Summary

  • Distribution of distinct values, patterns, masks, soundexes, and metaphones.
  • Completeness—schema null rule, null count, null dist%, space count, space dist%, variable spaces
  • Validity—min/max, value dist%, metaphones, soundexes
  • Consistency—masks, patterns, phrases

Structural Summary

  • Datatype distribution—strings, decimals, integers, nulls
  • Structural details—min/max length, inferred datatype, target datatype, schema name, inferred precision, inferred scale
  • Datatype distribution details—count, distribution %, min/max value for each datatype

Relationship Summary

  • Data relationship analysis—permanent/discovered joins, keys, and dependencies
Statistical Summary
  • Whisker chart and standard deviation chart for statistical analysis of numeric attributes
  • Mean, median, mode, count, percentile, rank, standard deviation, statistical outliers

About

  • Percent populated chart—the percentage of attributes that contain data
  • Attribute business rules total compliance—attribute name, reference ID, attribute business rule compliance %
Note: Each tab contains links you click to drill down to List Views of attribute metadata. For more information, see Summary Data Views.

When you open the Attribute Metadata Summary, by default, the Content Summary view opens.

To open the Summary Data View of attribute metadata

  1. In the Navigation View, click the Discover bar, then click the Entities tab.
  2. Expand an entity.
  3. Click the attribute whose metadata you want to view.

    The Summary Data View for the selected attribute displays. (If the view does not open, click the Metadata Summaries icon on the Home tab.)

  4. Navigate through the Summary Data View tabs as needed to view attribute metadata.

Attribute Metadata List View

When you view attribute metadata in a List View, the summary data is presented in rows across the following three columns:

Column

Metadata

Metadata

The name of the attribute.

Value

The value associated with the metadata. For example, the attribute name, the number of patterns and masks discovered in the attribute, and whether the attribute datatype is decimal, integer, or string.

Description

A description of the metadata statistic.

To open a List View of attribute metadata

  1. In the Navigation View, click the Discover bar, then click the Entities tab.
  2. Expand an entity.
  3. Right-click an attribute whose metadata you want to view.
  4. Select Drill down to metadata.

    The Entity Member Attribute List View displays for the selected attribute.

  5. Right-click a row to see a context menu of tasks you can perform, such as drilling down for more information, opening detail values, bookmarking the attribute for future reference, and exporting one or all attribute rows to a local or server system.