data characteristics vs data characteristic

Both 'data characteristics' and 'data characteristic' can be correct depending on the context. 'Data characteristics' is used when referring to multiple attributes or features of data, while 'data characteristic' is used when discussing a single attribute or feature of data.

Last updated: March 31, 2024 • 655 views

This phrase is correct and commonly used when referring to multiple attributes or features of data.

"data characteristics"

Use 'data characteristics' when discussing various attributes or features of data collectively.

Examples:

The data characteristics of the study population were analyzed.
Understanding the data characteristics is crucial for accurate analysis.
Researchers examined the data characteristics to identify patterns.
The report highlights the key data characteristics of the dataset.
Data characteristics play a significant role in decision-making processes.

Show examples from the web [+]

The following data flows characteristics are in production:
DUET-1 and DUET-2 pooled 24-week data Baseline characteristics
The data collection characteristics and the contents of the Annexes shall be adopted by the Commission.
If a result is negative, all technical data, characteristics and type of cleared weapon are stored for record.
- adaptation of the data collection characteristics (Article 3),
A higher reliability of the path characteristic data.
As an important element to simplify verification, verifiers should check data credibility by comparing reported data with estimated data based on ship tracking data and characteristics.
The verifier shall identify potential risks related to the monitoring and reporting process by comparing reported CO2 emissions with estimated data based on ship tracking data and characteristics such as the installed engine power.
1. A list of data collection characteristics, showing their periodicity and their territorial breakdown appears in the Annex.
The data communications characteristics of each interface shall be such as to enable the requirements of the functions and failure modes to be met.
When we have data on other characteristics and other time periods, we may see a different situation.
Before breast implants are placed on the market, manufacturers must collect clinical data on the characteristics and performance of their product.
For this purpose, Member States shall decide what analyses to carry out, taking account of available scientific data on soil characteristics and homogeneity.
The main characteristics of data quality are:
2. The definitions to be applied to the data collection characteristics and any adjustments to the list of data collection characteristics shall be determined by the Commission in accordance with the procedure laid down in Article 12.
Descriptive data: characteristics of study participants, information on exposures and potential confounders and number of participants with missing data.
The Commission shall adapt the data collection characteristics and the content of Annexes I to VIII to economic and technical developments in so far as such adaptation does not involve a substantial increase in cost for the Member States and/or in the burden on respondents.
The definitions to be applied to the data collection characteristics and the adjustments to the breakdown by geographical areas, in application of Article 3 of Directive 95/57/EC, are those set out in Annex I.
Data files with the characteristics as described under 2.4 shall be sent with consignment type X-TABLE-DATA (see eDAMIS client).
The provision of data relating to the characteristics of stillbirths shall be on a voluntary basis.

Alternatives:

characteristics of the data
data attributes
data features
data properties
data traits

This phrase is correct when referring to a single attribute or feature of data.

"data characteristic"

Use 'data characteristic' when focusing on a specific attribute or feature of data.

Examples:

An important data characteristic is its accuracy.
This study aims to investigate a specific data characteristic.
The data characteristic of timeliness is crucial for real-time applications.
Each data characteristic contributes to the overall quality of the dataset.
Understanding each data characteristic helps in data interpretation.

Show examples from the web [+]

The following data flows characteristics are in production:
DUET-1 and DUET-2 pooled 24-week data Baseline characteristics
The data collection characteristics and the contents of the Annexes shall be adopted by the Commission.
If a result is negative, all technical data, characteristics and type of cleared weapon are stored for record.
- adaptation of the data collection characteristics (Article 3),
A higher reliability of the path characteristic data.
As an important element to simplify verification, verifiers should check data credibility by comparing reported data with estimated data based on ship tracking data and characteristics.
The verifier shall identify potential risks related to the monitoring and reporting process by comparing reported CO2 emissions with estimated data based on ship tracking data and characteristics such as the installed engine power.
1. A list of data collection characteristics, showing their periodicity and their territorial breakdown appears in the Annex.
The data communications characteristics of each interface shall be such as to enable the requirements of the functions and failure modes to be met.
When we have data on other characteristics and other time periods, we may see a different situation.
Before breast implants are placed on the market, manufacturers must collect clinical data on the characteristics and performance of their product.
For this purpose, Member States shall decide what analyses to carry out, taking account of available scientific data on soil characteristics and homogeneity.
The main characteristics of data quality are:
2. The definitions to be applied to the data collection characteristics and any adjustments to the list of data collection characteristics shall be determined by the Commission in accordance with the procedure laid down in Article 12.
Descriptive data: characteristics of study participants, information on exposures and potential confounders and number of participants with missing data.
The Commission shall adapt the data collection characteristics and the content of Annexes I to VIII to economic and technical developments in so far as such adaptation does not involve a substantial increase in cost for the Member States and/or in the burden on respondents.
The definitions to be applied to the data collection characteristics and the adjustments to the breakdown by geographical areas, in application of Article 3 of Directive 95/57/EC, are those set out in Annex I.
Data files with the characteristics as described under 2.4 shall be sent with consignment type X-TABLE-DATA (see eDAMIS client).
The provision of data relating to the characteristics of stillbirths shall be on a voluntary basis.

Alternatives:

a characteristic of the data
a data attribute
a data feature
a data property
a data trait

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data characteristics vs data characteristic

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