rarity of data

USAGE SUMMARY

The phrase "rarity of data" is correct and usable in written English.
It can be used when discussing the infrequency or scarcity of specific data in a particular context or field. Example: "The rarity of data on this subject makes it difficult to draw definitive conclusions."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

The rarity of data demonstrating larval seeding is due to the challenges associated with documenting dispersal events in marine populations.

Plosone

Existing allometric equations for lianas suffer from low predictability due to rarity of data for very large individuals (Schnitzer et al., 2006).

Annals of Botany

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

The sensitivity of our results, due to the rarity of our data, to likelihood assumptions was evident when we modelled the data, the 14 countries with the 0.5 continuity correction, under a normal likelihood.

BMC Veterinary Research

The winners -- colorful images of breaking waves, splashing projectiles or snapping shrimp -- often to the accompaniment of spacey music, are that rarity of science, data that directly and viscerally communicate results at the forefront of science to scientists and nonprofessionals alike.

The New York Times - Science

It is therefore difficult to fully optimize the IHB parameters due to the rarity of reference data.

Journal of Cheminformatics

The six women who had died post-partum were identified unexpectedly and included because of the rarity of available data.

Diabetologia

Due to the rarity of active data, we assumed all 390 active compounds positive in the training set.

Bioinformatics

Due to the rarity of available data regarding these tumors, little is known about their malignant potential and metastatic behaviour.

BMC Endocrine Disorders

Due to the rarity of available data regarding SCTs, little is known regarding their malignant potential and metastatic behaviour.

BMC Endocrine Disorders

Due to the rarity of these tumours, data in the literature concerning their imaging features are scarce.

Insights into Imaging

Given the relative rarity of UUT-UC, data regarding clinicopathological predictors of outcomes are sparse.

British Journal of Cancer

Expert writing Tips

Best practice

When highlighting the "rarity of data", clearly state the implications for your analysis or conclusions. This strengthens your argument and acknowledges the limitations.

Common error

Avoid drawing overly definitive conclusions when acknowledging the "rarity of data". Instead, focus on the limitations and potential biases introduced by the data scarcity.

Linguistic Context

The phrase "rarity of data" functions as a noun phrase typically serving as the subject or object of a sentence. It is used to identify and highlight the limited availability of information, a concept Ludwig AI confirms to be well-accepted and applicable.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, "rarity of data" is a grammatically correct noun phrase used to describe the infrequent occurrence or limited availability of information. As Ludwig AI confirms, the expression is both valid and well-understood, primarily within formal scientific and academic contexts. When using this phrase, it's important to acknowledge the limitations it imposes on analysis and avoid overstating conclusions. Consider alternative phrases like "scarcity of data" or "paucity of data" for similar meanings.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

scarcity of data

This alternative directly replaces "rarity" with "scarcity", maintaining the core meaning of insufficient data availability.

data scarcity

Rearranges the original phrase while retaining the same meaning.

paucity of data

Replaces "rarity" with "paucity", indicating a small or insufficient quantity of data.

dearth of data

Indicates a severe lack or shortage of data.

lack of data

A more straightforward expression indicating an absence or insufficiency of data.

scant data

Suggests that the data available is minimal or barely sufficient.

sparse data

Describes data that is thinly distributed or not abundant.

insufficiency of data

Highlights the inadequacy of data for a particular purpose.

limited data

A shortened version of "limited data availability", implying a restriction in quantity.

limited data availability

Focuses on the restriction in accessing data, rather than its inherent rarity.

FAQs

What does "rarity of data" mean?

The phrase "rarity of data" refers to the infrequent occurrence or limited availability of specific information or data points. It indicates that the data is scarce, making analysis or drawing conclusions challenging.

How can I address the "rarity of data" in my research?

When faced with the "rarity of data", acknowledge the limitation in your research, consider alternative data sources, use appropriate statistical methods for small samples, and interpret results cautiously. Explore similar research areas for potentially relevant insights.

What are some alternatives to "rarity of data"?

You can use alternatives like "scarcity of data", "paucity of data", or "lack of data" depending on the context. The best choice depends on the specific nuance you want to convey.

Why is the "rarity of data" a problem in research?

The "rarity of data" can lead to unreliable or biased results, limit the generalizability of findings, and hinder the development of effective interventions or policies. It can also make it difficult to identify trends or patterns.