data extracted through

USAGE SUMMARY

The phrase "data extracted through" is correct and usable in written English.
It can be used when describing the method or process by which data has been obtained or gathered. Example: "The report includes data extracted through various surveys conducted over the past year."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

In this paper the design of a novel high-speed, low-cost autonomous line following robot that combines human expert knowledge and experiential data extracted through neural network training has been proposed and implemented.

Computers & Electrical Engineering

Using bicycle crash data extracted through record linkage, incidence rates of repeated events were calculated using the person-years approach.

European Journal of Public Health

Thus, the data that healthcare workers see, interpret, and report errors about are the same data extracted through the PCS process.

BMC Medical Informatics and Decision Making

The objectives of this paper are to evaluate the role of i2b2 in creating the dataset for our case control study, and to discuss the interplay between this research query tool and clinical data extracted through detailed chart review.

BMC Medical Research Methodology

Data extracted through RPCs represent a coupling of both VistA data and the patient data object, which means that information extracted this way retains context from the patient data object that would not otherwise be present.

BMC Medical Informatics and Decision Making

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

Of particular interest, some data contributors provide bioactivity data extracted from literature through manual curation or data mining and are an important source of bioactivity information in PubChem that complement HTS data from the now-concluded NIH Molecular Libraries Program and other HTS projects.

Journal of Cheminformatics

Any differences in the data extracted were resolved through discussion.

Health and Quality of Life Outcomes

The adequacy of reporting of protocols was assessed through data extracted from the http://ClinicalTrials.gov database and their subsequent publications.

BMJ Open

Data were extracted through Morbidity Information Query and Export Syntax (MIQUEST) software used for collecting data from general practice clinical computing systems in a consistent and comparable way.

BMJ Open

Geometric data extracted from planar materialographic sections through image analysis techniques are primarily lower-order descriptors of the microstructure.

Acta Materialia

Disagreements regarding interpretation of data extracted from articles were reconciled through discussion with the authors.

BMC Health Services Research

Expert writing Tips

Best practice

When using "data extracted through", ensure the method of extraction is clear to the reader. For example, specify "data extracted through surveys", "data extracted through database queries", or "data extracted through manual review".

Common error

Avoid vague statements like "data extracted through various methods" without specifying those methods. Provide specific details to enhance clarity and credibility.

Linguistic Context

The phrase "data extracted through" functions as a prepositional phrase modifying a noun, typically to specify the method or process by which data was obtained. Ludwig examples show its usage in academic and scientific contexts.

Expression frequency: Rare

Frequent in

Science

80%

Academia

10%

News & Media

10%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "data extracted through" is a grammatically correct and usable phrase, predominantly found in scientific and academic contexts. According to Ludwig, it serves to specify the method by which data is obtained, emphasizing clarity and transparency. While the phrase is relatively rare, alternatives like "data obtained via" or "data derived from" can be used depending on the nuance you wish to convey. When using this phrase, be specific about the extraction methods to maintain credibility.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data obtained via

Focuses on the means of obtaining the data.

data derived from

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

data gathered using

Highlights the tool or method used for data collection.

data collected via

Indicates the method of data collection.

data mined from

Suggests an intensive or automated data extraction process.

data sourced from

Highlights the origin or provider of the data.

information retrieved through

Focuses on retrieving specific information.

insights gleaned from

Emphasizes insights gained from the data extraction.

findings obtained through

Highlights the results or findings derived from the data.

evidence gathered by means of

More formal way to express data collection.

FAQs

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

You can use "data extracted through" to describe the process by which data was obtained. For example, "The analysis is based on "data extracted through" surveys and experiments".

What are some alternatives to "data extracted through"?

Alternatives include "data obtained via", "data derived from", or "data collected via" depending on the specific context.

Is it more appropriate to say "data extracted through" or "data extracted by"?

"Data extracted through" typically refers to the method or process used to extract the data, whereas "data extracted by" refers to the agent or tool doing the extraction. The choice depends on what you want to emphasize.

What's the difference between "data extracted through" and "data gathered through"?

While similar, "data extracted through" often implies a more formal or systematic process, such as data mining or querying a database, while "data gathered through" might refer to a broader range of collection methods, including observation or surveys.