based on gathered data

USAGE SUMMARY

"based on gathered data" is a correct and usable phrase in written English.
You can use this phrase when you have collected evidence to support your argument or point of view. For example, "Based on gathered data, we can see that the price of food has increased significantly over the past year."

✓ Grammatically correct

TechCrunch

BMC Veterinary Research

Journal of the Brazilian Computer Society

Journal of Systems and Software

BioMed Research International

BMC Genomics

Huffington Post

Vice

Forbes

The Guardian - Books

BMC Evolutionary Biology

The New York Times

HuffPost

BMC Pediatrics

Robotics and Autonomous Systems

Journal of Hydrology

Applied Energy

The New York Times - Magazine

The New York Times - Books

Science Magazine

University of Chicago

The Times

Yale University

Harvard University

IFAC Proceedings Volumes

Journal of Informetrics

Acta Orthopaedica

BMC Health Services Research

BMC Medical Education

Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy

BMC Medical Informatics and Decision Making

Health and Quality of Life Outcomes

Breast Cancer Research

AIDS Care - Psychological and Socio-Medical Aspects of AIDS/HIV

BMC Complementary and Alternative Medicine

Chemistry and Physics of Lipids

The Journal of Headache and Pain

International Journal of Concrete Structures and Materials

BMC Cancer

The Guardian

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Second, it uses machine learning to define dynamic thresholds for each actor based on gathered data, a much more flexible model than globally applied rules such as "how many megabytes of attachments are allowed".

TechCrunch

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

The analysis of the abovementioned trends and risks are carried out based on recently gathered data on both scrapie infection of and genotype frequencies in the Dutch sheep population.

BMC Veterinary Research

Based on the gathered data and on semi-structured interviews, we collected their point of view of how the practice influenced their class design decisions.

Journal of the Brazilian Computer Society

Based on the gathered data we developed a framework that reveals the role of a product manager in the organization and shows how this role can evolve by extending the level of responsibilities.

Journal of Systems and Software

Basically, DataHug is building technology capable of intelligently indexing corporate email systems and generating actionable insights about the everyday connections between people based on the gathered data.

TechCrunch

After briefly presenting the eServices platform where the data are achieved, we have focused on the use of the CRISP-DM methodology to obtain a valid model that is able to predict alert situations based on the gathered data.

BioMed Research International

Based on the gathered data, the latter appears to be more likely, as cysI has been shown to be regulated by McbR, the global repressor of sulphur metabolism [ 28].

BMC Genomics

The report is based on data gathered between 2005 and 2009 data from the Behavioral Risk Factor Surveillance System.

Huffington Post

Remixes Made with Tennis Data is a musical project based on data gathered from the US Open tennis championships.

Vice

Statistical information is based on data gathered by Ratemizer, a new application that helps iPhone users cut their mobile phone bills.

Forbes

He is also good on the takeover of the DSM-III taskforce by Robert Spitzer and its transformation from a slim, vaguely Freudian manual to one ordered around symptom-clusters based on "data" gathered from groups of psychiatrists.

The Guardian - Books

Expert writing Tips

Best practice

When using "based on gathered data", specify the source of the data to enhance credibility and allow readers to assess the reliability of your conclusion. For example, "Based on data gathered from the National Weather Service..."

Common error

Avoid using "based on gathered data" without providing any context about the data itself. Being vague undermines the validity of your statement. Instead of saying "Based on gathered data, we found an increase", specify "Based on gathered sales data from Q3, we found a 15% increase in revenue".

Linguistic Context

The phrase "based on gathered data" functions as an adjectival phrase, modifying a noun or pronoun by providing the foundation or evidence upon which something is predicated. Ludwig examples show its role in introducing findings or conclusions.

Expression frequency: Very common

Frequent in

Science

45%

News & Media

40%

Formal & Business

10%

Less common in

Academia

2%

Encyclopedias

1%

Wiki

2%

Ludwig's WRAP-UP

In summary, "based on gathered data" is a grammatically sound and widely used phrase that provides credibility and justification to a statement or analysis. Ludwig AI confirms its correctness. While versatile, its effectiveness is maximized when the source and type of data are specified. As showcased by Ludwig, this phrase is frequently used in science and news media, indicating a neutral to formal register. To enhance your writing, specify the data source and avoid vagueness.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

informed by collected data

Changes the verb to 'informed' and uses 'collected' instead of 'gathered', implying a more formal process of data acquisition.

grounded in empirical evidence

Replaces 'based on gathered data' with a more scientific term, emphasizing the use of verifiable and objective data.

derived from accumulated information

Uses 'derived' to show the origin of the conclusion from 'accumulated' information, suggesting a gradual collection over time.

supported by analyzed statistics

Focuses on the analytical aspect of data processing and highlights statistical backing for the assertion.

founded upon research findings

Emphasizes a stronger, more deliberate foundation based on structured research.

predicated on obtained facts

Indicates that the statement is fundamentally based on factual information that has been 'obtained.'

informed by the evidence at hand

Focuses on the evidence currently available, implying a sense of immediacy and practicality.

drawing from a pool of evidence

Highlights the selection process from a broader set of data to form a conclusion.

stemming from intelligence reports

Suggests that the information is from intelligence sources, often implying strategic or investigative contexts.

after reviewing existing records

Emphasizes the act of reviewing records as the basis for the conclusion, indicating a thorough assessment.

FAQs

How can I effectively use "based on gathered data" in a research paper?

To effectively use "based on gathered data" in a research paper, ensure you explicitly state the source and methodology of your data collection. This provides transparency and allows readers to assess the validity of your conclusions. For instance, you might say, "Based on survey data gathered from 300 participants..." or "Using data gathered through ethnographic observation over six months..."

What are some alternatives to "based on gathered data" that I can use in formal writing?

In formal writing, you can use alternatives to "based on gathered data" such as "informed by collected data", "grounded in empirical evidence", or "derived from accumulated information". These phrases provide a more sophisticated and precise way to convey the same meaning.

Is it necessary to always specify the type of data when using the phrase "based on gathered data"?

While not always strictly necessary, specifying the type of data you're referring to when using "based on gathered data" significantly enhances clarity and credibility. For example, saying "based on gathered survey data" is more informative than simply saying "based on gathered data".

How does using "based on gathered data" affect the strength of an argument?

Using "based on gathered data" can strengthen an argument by providing an empirical foundation. However, the strength of the argument ultimately depends on the quality, relevance, and representativeness of the data itself. Ensure the data is reliable and properly analyzed to support your claims effectively.