data constructed through

USAGE SUMMARY

The phrase "data constructed through" is correct and usable in written English.
It can be used when discussing the process or method by which data is created or gathered in a specific context. Example: "The research findings are based on data constructed through extensive surveys and interviews with participants."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

The duration and amplitude of each current level were determined using idealized records from the original data, constructed through the recognition of the transitions between distinct levels.

Plosone

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

To this end, a novel human bioactivity data set was constructed through the assimilation of over 195 million bioactivity data points deposited in the ChEMBL and PubChem repositories, and the subsequent application of a sphere-exclusion selection algorithm to oversample presumed inactive compounds.

Journal of Cheminformatics

We anticipate that a biomarker metabolite set constructed through data reduction methods will substantially overlap or capture biomarker sets developed through knowledge of plant physiology.

BMC Plant Biology

Data are understood as being constructed through an engagement with reality and shaped by structures and practices [ 37].

BMC Health Services Research

The study cohort was constructed through manual data linkage between community birth records from the two government operated primary HCs and medical records at the regional hospital.

BMC Pediatrics

A primary contribution of this study is the development of a theoretical model of living with a PERS, as constructed through qualitative data analysis.

BMC Geriatrics

Typically, they are constructed through the integration of multiple data sources such as expression data and interaction data [ 9- 12].

BMC Systems Biology

Therefore, when the sink node transmits data to a certain sensor node along the gradient of the potential field constructed through existing PBUR protocols, the data will not always arrive at the destination.

EURASIP Journal on Wireless Communications and Networking

Ultimately, the research team had to determine how the network diagram was constructed through a process of data and researcher triangulation.

Advances in Health Sciences Education

This was accomplished through an iterative data-driven process, whereby consecutive models were constructed, through a range of features from 50 250 genes (the practical limits of computational power).

BMC Genomics

The information obtained from questionnaire surveys is constructed through the process of designing and administering the questionnaire and compiling the data that result.

International Encyclopedia of Human Geography

Expert writing Tips

Best practice

When describing research methodologies, use "data constructed through" to clearly articulate how specific datasets were created or compiled. This adds precision to your descriptions, especially in scientific or technical contexts.

Common error

Avoid using "data constructed through" in casual or informal writing. Opt for simpler alternatives like "data from" or "data using" to maintain a natural tone.

Linguistic Context

The phrase "data constructed through" functions as a descriptive element, specifying the methodology or process by which data is created or derived. Ludwig AI confirms the expression is correct and usable in written English.

Expression frequency: Common

Frequent in

Science

80%

News & Media

10%

Formal & Business

10%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "data constructed through" is a phrase used to describe the process by which data is created, often through a specific methodology or combination of sources. Ludwig AI states that it's correct and usable in written English. Its use is most appropriate in formal and scientific contexts, emphasizing clarity and precision. Alternatives such as "data derived from" or "data generated by" may be suitable depending on the specific nuance required. While grammatically correct, avoid overuse in informal settings to maintain a natural tone.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data derived via

Emphasizes the origin or source from which the data is obtained.

data generated by means of

Highlights the tool or method used to produce the data.

data obtained via

Focuses on the action of acquiring data through a specific channel.

data created using

Specifies the instrument or technique employed in the data's formation.

data synthesized from

Implies a combination of different sources to form new data.

data built upon

Suggests that the data is developed from existing data sets or models.

data assembled through

Indicates that the data is collected from various sources and compiled together.

data formulated via

Highlights that data is expressed in a way that is clear.

data modeled from

Data that has been made with a particular model to generate information.

data inferred by

Data that has been deduced or concluded.

FAQs

How can I use "data constructed through" in a sentence?

Use "data constructed through" when you want to specify the process or method by which data was created or compiled. For example: "The conclusions are based on data "data constructed through" extensive surveys."

What are some alternatives to "data constructed through"?

Alternatives include "data derived from", "data generated by", or "data obtained via", depending on the nuance you want to convey.

Is "data constructed through" formal or informal?

"Data constructed through" leans towards formal usage, commonly found in scientific or technical writing. Simpler phrases are more suitable for informal contexts.

How does "data constructed through" differ from "data collected through"?

"Data collected through" refers to gathering existing data, while "data constructed through" implies creating new data by processing or combining existing information. For example, surveys collect, while simulations construct.