Data Management
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data_concept:data
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Data
Definition
Data is a representation of facts, concepts, or instructions in a formalized manner, suitable for communication, interpretation, or processing by humans or by automatic means.
DMBOK2
Data represents facts/things other than itself. Data is both an interpretation of the objects it represents and an object that must be interpreted.
Note
Data is a business asset, while not tangible, it has value and can be managed.
Relation
Characteristics
Life cycle
The life cycle of data in alphabetical order is:
- Aggregate data
- Align data
- Analyse data
- Annotate data
- Anonymize data
- Archive data
- Arrange data
- Assess data
- Audit data
- Benchmark data
- Blend data
- Calculate data
- Categorize data
- Change data
- Clean data
- Cluster data
- Collect data
- Compare data
- Complete data
- Compress data
- Consume data
- Convert data
- Copy data
- Correlate data
- Create data
- Cross-reference data
- Decode data
- Decrypt data
- De-duplicate data
- De-identify data
- Delete data
- Deliver data
- Describe data
- Design data (data design)
- Detect data
- Differentiate data
- Disaggregate data
- Distribute data
- Encode data
- Encrypt data
- Enrich data
- Evaluate data
- Expand data
- Export data
- Extract data
- Extrapolate data
- Filter data
- Forecast data
- Generate data
- Group data
- Harmonize data
- Highlight data
- Identify data
- Import data
- Impute data
- Index data
- Infer data
- Integrate data
- Interpolate date
- Interpret data
- Isolate data
- Link data
- Locate data
- Map data
- Merge data
- Migrate data
- Mine data
- Model data (data modeling)
- Move data
- Normalize data
- Observe data
- Optimize data
- Organize data
- Partition data
- Process data
- Protect data
- Pseudonymize data
- Publish data
- Reconcile data
- Reformat data
- Regulate data
- Report data
- Review data
- Secure data
- Segment data
- Standardize data
- Store data
- Stucture data
- Summarize data
- Use data
- Validate data
- Verify data
- Visualize data
References
DAMA NL (2020). Data concepts for Data Quality Dimensions (DSC). Research paper. https://www.dama-nl.org/wp-content/uploads/2020/09/DCS-Data-Concept-System-DDQ-Research-Paper-version-1.2-d.d.-3-Sept-2020.pdf
ISO 2382-4.Information technology — Vocabulary — Part 4: Organization of data.
data_concept/data.1695743453.txt.gz · Last modified: 2024/03/08 13:33 (external edit)