implement data

USAGE SUMMARY

The phrase "implement data" is not correct in standard written English as it lacks clarity and context.
It can be used when discussing the application or execution of data-related processes, but it is better to specify what is meant by "implementing" in relation to data. Example: "To improve our analytics, we need to implement data from various sources into our system."

⚠ May contain grammatical issues

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

40 human-written examples

SD analysis of the variables 'number of uniform datasets', 'implementation cost' and 'implementation time' indicated that in the initial phase of clinical study, both the extra time and cost necessary to implement data standardisation can act as a deterrent to their implementation.

Health Research Policy and Systems

According to Teradata, nearly two thirds of the computer people who were polled "think their company should implement data mart consolidation to remedy this problem".

The New York Times

Data-bound variables are automatically synchronized with the data source and thus eliminate the need to implement data synchronization manually.

Computer Languages, Systems & Structures

In this phase, we will implement data abstractions to represent a restaurant and its relevant features (such as name, location, and reviews).

University of California, Berkeley

The functions implement data acquisition from sensor devices, perform fault management tasks, compute a control law, and issue commands to the actuators.

University of California, Berkeley

The paper can thus help researchers and practitioners to design and implement data mining based systems for fraud detection or similar problems.

Decision Support Systems

Human-verified similar examples from authoritative sources

Similar Expressions

20 human-written examples

How are brands working through technology, culture and workforce issues to implement data-driven strategies?

Massachusetts Institute of Technology

The state is on a tight timeline to implement data-driven teacher evaluations, create computer systems to track student progress, toughen curricular standards and open more charter schools.

The New York Times

It describes how SpaceWire can be used to implement data-handling architectures matched to mission requirements and illustrates this with some examples.

Acta Astronautica

Most of them implement data-level fusion for superresolution from multiple video frames, such as [20, 21].

EURASIP Journal on Information Security

Scott leads a team helping Rhode Island state agencies implement data-informed management strategies and policy reforms to achieve better results for the communities they serve.

Duke University

Expert writing Tips

Best practice

When using the phrase "implement data", specify the actions being performed on the data. For example, instead of "implement data", consider "implement data analysis procedures" or "implement data security measures" for greater clarity.

Common error

Avoid using "implement data" without specifying the context or the actions taken with the data. Vague usage can lead to misinterpretation. Instead, provide details about the process or system in which the data is being implemented.

Linguistic Context

The phrase "implement data" functions as a verb phrase where "implement" acts as the verb and "data" as its direct object. However, as Ludwig AI suggests, this usage lacks clarity and requires further specification to convey the intended meaning effectively. The examples illustrate various contexts where data is acted upon, requiring a precise description of the action.

Expression frequency: Common

Frequent in

Science

52%

Academia

20%

News & Media

16%

Less common in

Formal & Business

12%

Ludwig's WRAP-UP

In summary, while the phrase "implement data" is relatively common, Ludwig AI identifies its grammatical status as incorrect due to a lack of clarity. It appears frequently in scientific, academic, and news contexts. To improve clarity and precision, consider using alternatives like "apply data", "utilize data", or specifying what actions are being performed on the data, such as "implement data security measures". Always strive for specificity when discussing the implementation of data to avoid ambiguity and ensure effective communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

apply data

Replaces "implement" with a more common and straightforward verb, focusing on the practical use of data.

utilize data

Similar to "apply data", emphasizing the practical and effective use of data for a specific purpose.

deploy data

Suggests a more strategic or systematic application of data, often in a technological or organizational setting.

integrate data

Focuses on combining data from different sources into a unified system or process.

operationalize data

Highlights the process of making data actionable and integrating it into routine operations.

execute data processing

Emphasizes the carrying out of specific data manipulation tasks.

conduct data analysis

Focuses on the systematic examination of data to draw conclusions.

manage data resources

Highlights the administrative and organizational aspects of dealing with data.

establish data protocols

Focuses on the creation and enforcement of standards and procedures for data handling.

roll out data solutions

Suggests the widespread introduction and adoption of data-driven tools or systems.

FAQs

How can I use "implement data" in a sentence correctly?

While "implement data" is not grammatically incorrect, it often lacks clarity. A better approach is to specify what you are implementing with the data. For example, "implement "data security measures"" or "implement "data analysis techniques"" are more precise.

What are some alternatives to the phrase "implement data"?

Depending on the context, you can use alternatives such as "apply data", "utilize data", or "deploy data". Specifying the action performed on the data will improve clarity.

Is it better to say "implement data" or "implement a data strategy"?

"Implement a "data strategy"" is generally better because it specifies what is being implemented. "Implement data" is vague, while "implement a data strategy" indicates the execution of a planned approach to managing and using data.

What's the difference between "implement data" and "process data"?

"Implement data" often implies putting data into action within a system or process. "Process data", on the other hand, refers to manipulating or transforming data to extract meaningful information or prepare it for use. Processing is a specific action you might take when implementing data.