comprehensive data from

USAGE SUMMARY

The phrase "comprehensive data from" is correct and usable in written English.
You can use it when referring to detailed and thorough information obtained from a specific source or study. Example: "The research paper presents comprehensive data from various studies conducted over the last decade."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

39 human-written examples

He studied comprehensive data from 30 different colleges starting in 1997, "and we found that, holding a lot of other things constant, there was a good deal of influence based on race or ethnicity," Mr. Espenshade said.

The New York Times

We cannot pull the plug on the internet, too many vital services depend upon it – which are a bit more important than Twitter and MySpace – but a demand for detailed and comprehensive data from service providers about their emissions and energy consumption is long overdue.

The Guardian - Opinion

This study provides comprehensive data from eight Austrian headache centres for the first time.

The Journal of Headache and Pain

Comprehensive data from two different urban scenes was gathered and used to evaluate our method.

EURASIP Journal on Image and Video Processing

For the first time this cross-sectional, prospective, multicentre study provides comprehensive data from eight Austrian headache centres.

The Journal of Headache and Pain

We use paid crowdsourcing to gather comprehensive data from every local business, including the 75% of them that don't post their information anywhere else online.

TechCrunch

Human-verified similar examples from authoritative sources

Similar Expressions

21 human-written examples

The data were incomplete in Denmark and Finland during the early years, and therefore the statistical analyses could only be performed in the study period when all four countries had the most comprehensive data (from 1987 onwards).

British Journal of Cancer

The most recent comprehensive data come from a study published in The Journal of Urology in 2006, which estimated that about 527,000 vasectomies were performed in this country each year.

The New York Times

But more importantly, she said, 3Scan gives scientists a better view and more comprehensive data set from any given tissue sample than they have ever had before.

TechCrunch

Data for Scotland lags some way behind the rest of the UK - the latest comprehensive data is from September - although interim figures show hospitals are struggling there too.

BBC

In the present study a process-based numerical model for the transport and reactions of chlorinated hydrocarbon in the presence of ZVI has been developed and applied to analyse a comprehensive data set from laboratory-scale flow-through experiments.

Journal of Contaminant Hydrology

Expert writing Tips

Best practice

When using the phrase "comprehensive data from", ensure that you clearly specify the source from which the data originates to maintain transparency and credibility.

Common error

Avoid using "comprehensive data from" if the data only covers a limited aspect of the subject. Ensure the data truly represents a broad and thorough overview.

Linguistic Context

The phrase "comprehensive data from" functions as a noun modifier, specifying the nature and origin of the data being discussed. Ludwig examples show it used to introduce findings based on thorough and extensive datasets.

Expression frequency: Uncommon

Frequent in

Science

75%

News & Media

17%

Formal & Business

8%

Less common in

Encyclopedias

0%

Wiki

0%

Social Media

0%

Ludwig's WRAP-UP

The phrase "comprehensive data from" is a useful way to introduce information that is based on thorough research and reliable sources. As Ludwig AI confirms, it is grammatically correct and suitable for use in written English. Common in scientific and news contexts, this phrase lends credibility to statements by emphasizing the robust nature of the underlying data. While there are several alternative phrases, like "extensive data derived from", it's important to ensure that the chosen phrase accurately reflects the scope and origin of the data being presented.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

extensive data derived from

Replaces "comprehensive" with "extensive" and "from" with "derived from", emphasizing the origin of the data.

detailed information sourced from

Substitutes "comprehensive data" with "detailed information" and "from" with "sourced from", highlighting the depth and origin of the information.

thorough data obtained from

Replaces "comprehensive" with "thorough" and "from" with "obtained from", stressing the completeness and acquisition of the data.

complete dataset derived from

Replaces "comprehensive data" with "complete dataset", emphasizing the completeness of the data originating from the specified source.

in-depth analysis of data from

Shifts the focus to analysis, using "in-depth analysis" instead of "comprehensive data", maintaining the emphasis on data originating from a source.

exhaustive information gathered from

Uses "exhaustive information" instead of "comprehensive data", and "gathered from" instead of "from", highlighting the thoroughness and collection of the information.

all-inclusive data originating from

Replaces "comprehensive" with "all-inclusive" and "from" with "originating from", emphasizing the all-encompassing nature and source of the data.

broad range of data collected from

Emphasizes the range of data, using "broad range of data" instead of "comprehensive data", while maintaining the concept of data collected from a source.

extensive metrics pulled from

Switches to metrics instead of data, "extensive metrics" highlights the scale and data originating from a source.

full spectrum of data received from

Highlights the full perspective that the data gives, coming from a given source, changes the structure for slightly more poetic

FAQs

How can I use "comprehensive data from" in a sentence?

You can use "comprehensive data from" to introduce information derived from a thorough collection of sources. For example, "The study utilized "comprehensive data from" multiple national surveys to analyze trends in public health."

What are some alternatives to saying "comprehensive data from"?

Alternatives include "extensive data derived from", "detailed information sourced from", or "thorough data obtained from", depending on the specific context and the nuance you wish to convey.

Is it redundant to say "very comprehensive data from"?

Yes, using "very" before "comprehensive" is generally redundant because "comprehensive" already implies a high degree of completeness. It's better to simply use ""comprehensive data from"".

What kind of sources are suitable for "comprehensive data from"?

The phrase ""comprehensive data from"" is best used when referencing reliable and authoritative sources, such as academic studies, government reports, or large-scale surveys. Ensure the source is credible and the data is thoroughly collected.