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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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based on extracted data

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "based on extracted data" is correct and usable in written English.
It can be used when referring to conclusions, analyses, or decisions that are derived from data that has been gathered and processed. Example: "The report's findings are based on extracted data from various sources, ensuring accuracy and reliability."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

In a comparison between a meta-analysis based on individual patient data and one based on extracted data, the overall duration for the former was found to be 1 5 years while for the latter it is only 1 5 months.

3 Narratives are based on extracted data from source files (for example, case report forms).

Based on extracted data, the authors discussed the articles and determined that all 14 articles would be included in the final list.

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

The analysis of sustainability is based on extracting data from existing data files.

In the present study, we combined (1) statistical analyses of relative microbial abundance data based on extracted DNA and for comparison purposes from extracted RNA, (2) knowledge from literature related to the indicator genera identified, and (3) results from enrichment of pyrene degraders.

This study proposes a workflow integrating artificial intelligence (AI) in a model selection framework that aims to identify associated shale heterogeneities in SAGD reservoir based on extracted features from production time-series data.

A = 13, B = 50 and C = 4,070 are the parameters calculated based on the extracted data.

The published files and collection of files (experiments) are indexed based on the extracted data elements and are stored as attribute-value-unit triplets in a relational database.

Based on the extracted data, we reviewed the PTSD genetic research status and further conducted bioinformatics analyses for the genetic data.

Based on the extracted data, an oxygen value was assigned for each 2-min data point.

Science

Plosone

The synthesis was developed manually, based on the extracted data.

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Expert writing Tips

Best practice

When using "based on extracted data", ensure the data extraction process is clearly defined and reproducible to maintain transparency and credibility.

Common error

Avoid using "based on extracted data" without specifying the source and method of data extraction. Lack of detail can lead to questions about validity and reliability.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

85%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "based on extracted data" functions as an adjectival phrase. It modifies a noun, specifying the foundation or source upon which something (e.g., an analysis, conclusion, or decision) is predicated. As Ludwig AI confirms, this phrase is usable in English.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

The phrase "based on extracted data" is a grammatically sound and usable phrase, primarily functioning as an adjectival modifier. According to Ludwig AI, it is best used to indicate that a conclusion or analysis stems from specific, gathered, and processed information, lending credibility and transparency. It's most commonly found in scientific contexts. When using this phrase, ensure you clearly define the data extraction process. Although infrequent, this expression is useful in formal writing contexts to highlight the empirical foundation of your statements.

FAQs

How can I use "based on extracted data" in a sentence?

You can use "based on extracted data" to show that your conclusions or analysis are derived from specific information. For example, "The study's findings are "based on extracted data" from patient records."

What are some alternatives to "based on extracted data"?

Some alternatives include "derived from extracted data", "according to extracted data", or "informed by extracted data" depending on the specific context.

What does it mean when a conclusion is "based on extracted data"?

It means that the conclusion is drawn from information that has been systematically gathered and processed from a source, implying a level of rigor and objectivity.

Is it better to say "based on extracted data" or simply "based on data"?

Using "based on extracted data" is more specific, indicating that the data was not simply available but actively gathered and prepared for analysis. "Based on data" is more general and may be suitable if the extraction process is not relevant.

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Source & Trust

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Authority and reliability

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Real-world application tested

Most frequent sentences: