according to collected data

USAGE SUMMARY

The phrase "according to collected data" is correct and usable in written English.
It can be used when referencing information or conclusions drawn from data that has been gathered or analyzed. Example: "According to collected data, the new marketing strategy has increased customer engagement significantly."

✓ Grammatically correct

News & Media

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

To evaluate the safety and environmental impact, this paper grades the ESSs under consideration into 3 levels according to collected data and results [21, 22, 23] so that further quantitative transformation can be simplified.

Journal of Modern Power Systems and Clean Energy

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

According to recently collected data on cybersecurity, over 159 million sensitive records were compromised in 2015 alone.

Forbes

Its ability to collect data according to directed mission in real-time allow interactive sampling at any location of interest.

TechCrunch

We all came to an accord around the need to collect data.

HuffPost

Numerous brands have collected hefty top-of-mind bounties, thanks to the annual NCAA tournament, according to data collected by 4Cinsights, a marketing analytics company.

Forbes

Manchester recorded 70 rough sleepers in 2015 compared with seven in 2010, according to data collected by Crisis UK, a homelessness charity, and based on local authority data.

The Guardian

The majority were aged 23 and 24, according to data collected so far.

The Guardian

According to data collected by the Fed, net worth was 4.88 times disposable income in 1988.

The New York Times

We are honest and realistic in stating our claims according to data collected.

Cornell University

The number of restaurants in D.C. increased from 1,423 to 2,233 between 2001 and 2015, according to data collected by the National Restaurant Association.

The Washington Post

According to data collected by Hitwise in August, around 3.7% of traffic from Google goes to Facebook.

The Guardian - Tech

Expert writing Tips

Best practice

When using "according to collected data", ensure the data source is credible and appropriately cited to enhance the trustworthiness of your statement.

Common error

Avoid using "according to collected data" repetitively within a single document. Vary your phrasing to maintain reader engagement and avoid sounding monotonous.

Linguistic Context

The phrase "according to collected data" serves as a prepositional phrase. It functions to introduce information or claims that are based on empirical evidence. Ludwig confirms that this phrase is indeed used to attribute information to data.

Expression frequency: Common

Frequent in

News & Media

55%

Academia

25%

Science

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "according to collected data" is a prepositional phrase used to attribute information to empirical evidence. As Ludwig highlights, it is grammatically correct and frequently used in various contexts, including news, academia, and science. To enhance writing, ensure that the data source is credible and appropriately cited. To avoid monotony, it's better to alternate with phrases such as "based on the data gathered" or "as indicated by the data".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on the data gathered

Replaces 'according to' with 'based on' and rephrases 'collected data' as 'data gathered'.

as indicated by the data

Uses 'as indicated by' to introduce the data source, emphasizing the data's role in pointing to a conclusion.

data suggests

A more concise way to express that the data implies something.

the data reveals

Highlights the data's role in uncovering information.

data analysis indicates

Similar to 'analysis of the data shows' but more concise.

analysis of the data shows

Emphasizes the analytical process and the data's role in the findings.

the study indicates

Refers to a formal study as the source of information.

findings suggest

Focuses on the results or findings derived from the data.

evidence suggests

Implies a broader range of evidence, not just numerical data.

records show

Specifies that the information comes from documented records.

FAQs

How can I use "according to collected data" in a sentence?

You can use "according to collected data" to introduce information derived from a specific dataset. For example, "According to collected data, the new marketing strategy has increased customer engagement significantly."

What can I say instead of "according to collected data"?

You can use alternatives like "based on the data gathered", "as indicated by the data", or "data suggests" depending on the context.

Is it necessary to specify the source when using "according to collected data"?

Yes, specifying the source when using "according to collected data" is crucial for establishing credibility and allowing readers to verify the information. Mentioning the source adds weight to your claims.

What type of data is typically referenced with "according to collected data"?

"According to collected data" is often used when referring to quantitative information, statistical figures, or research findings that have been systematically gathered and analyzed. It implies a structured approach to data acquisition.