richness of data

USAGE SUMMARY

The phrase "richness of data" is correct and usable in written English.
It can be used when discussing the depth, variety, and quality of data available for analysis or research. Example: "The richness of data collected during the study allowed for more comprehensive insights into the participants' behaviors."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

48 human-written examples

"Actually the reverse is happening based on the richness of data, on audiences available and the quality of demand from advertisers.

The Guardian

The combination of fixed physical sensors with the mobile ones we carry around with us all the time in the shape of our phones would yield an unimaginable richness of data.

The Guardian - Opinion

Older companies were starting to notice that new, small startups were hitting the ground with a higher level of familiarity of their customers, Woerner said, driven by the increased connectivity and richness of data provided by platforms like social media.

Massachusetts Institute of Technology

Future studies should give consideration to the trade-off between preserving the richness of data and the difficulties associated with recruiting large patient samples.

Aggression and Violent Behavior

But businesses accustomed to exploiting the richness of data, legally or otherwise, may be flatly uninterested.Does privacy sell?There is scant evidence that concern about privacy is causing a fundamental change in the way data are used and stored.

The Economist

For the first time we have the richness of data, low cost of storing it, deep analysis tools and real-time technologies to enable us to interact with customers as individuals, creating a unique degree of communications relevance through the right message to the right customer at the right time in the right channel.

The Guardian

Human-verified similar examples from authoritative sources

Similar Expressions

12 human-written examples

We are reassured by the depth and richness of interview data we gathered and our determination that data saturation had been achieved.

BMC Health Services Research

The richness of BRFS data could offer such information [ 5], although, so far, rarely has it been properly addressed with sufficiently advanced statistical approaches.

BMC Public Health

There are upsides and downsides: The richness of the data can help communicate uncertainty, but in isolation, individual data points can be misleading.

The New York Times

Roughly speaking, the size and richness of big data have enabled the identification of structure within the data itself.

Forbes

Despite the richness of TCGA GBM data, the absence of lower grade gliomas in this data set prevents analysis genes related to progression and the uncovering of predictive signatures.

Plosone

Expert writing Tips

Best practice

When discussing research findings, use "richness of data" to highlight the comprehensive and detailed nature of the information collected, emphasizing its value for analysis and interpretation.

Common error

Avoid equating "richness of data" solely with the quantity of data. While a large dataset can be valuable, the phrase refers more to the depth, variety, and quality of information, not just its size. Ensure your data has informative value.

Linguistic Context

The phrase "richness of data" functions primarily as a noun phrase. It serves to describe the quality and depth of information available. Ludwig AI shows it's often used to highlight the value and potential insights that can be derived from comprehensive datasets.

Expression frequency: Very common

Frequent in

Science

68%

News & Media

20%

Academia

12%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "richness of data" is a common and grammatically correct noun phrase used to describe the depth, detail, and variety of information available. As confirmed by Ludwig AI, it is most frequently used in scientific and academic contexts. While alternatives such as "data depth" and "comprehensive data" exist, "richness of data" effectively conveys the value and potential insights that can be derived from detailed datasets. When using this phrase, focus on highlighting the quality and informative value of the data rather than just its quantity. This ensures that the audience understands the significance of the available information.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Data depth

Focuses on the level of detail and granularity within the data.

Data abundance

Highlights the plentiful availability of data points.

Comprehensive data

Emphasizes the completeness and all-encompassing nature of the data.

Extensive data

Stresses the broad scope and scale of the dataset.

Detailed data

Focuses on the thoroughness and precision of the information.

In-depth data

Highlights the profound and thorough nature of data.

Information density

Emphasizes the amount of meaningful information contained within the data.

High-quality data

Focuses on data reliability and accuracy.

Informative data

Highlights the data's capacity to provide insights and knowledge.

Insightful data

Emphasizes the data's ability to generate meaningful understandings.

FAQs

How can I effectively use "richness of data" in a sentence?

Use "richness of data" to emphasize the depth, detail, and variety of information available for analysis. For example, "The "richness of data" allowed us to draw more nuanced conclusions about consumer behavior."

What are some alternatives to "richness of data"?

You can use alternatives like "data depth", "data abundance", or "comprehensive data" depending on the specific aspect you want to emphasize. Be sure to choose the phrase that best fits the context of your writing.

Is "richness of data" a formal or informal phrase?

"Richness of data" is suitable for both formal and informal contexts. While frequently used in scientific and academic papers, it is easily understood and applicable in general conversation.

In what context is the "richness of data" most important?

The ""richness of data"" is most important when conducting research or analysis where a comprehensive understanding of a subject is required. It allows for nuanced insights and more reliable conclusions.