a limited data

USAGE SUMMARY

"a limited data" is correct and usable in written English.
You can use it to describe a situation in which the information collected by a person or organization is incomplete or constrained. For example, "The survey was conducted with a limited data set; not everyone in the population was able to participate."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

58 human-written examples

Instead of just folding these SMS fees into the unlimited data plans like rival Sprint does, AT&T wants to pretend to save consumers money by offering a limited data package for $10 less a month.

TechCrunch

In Qatar, situated in an arid region, the existing IDF data were developed in 1991 using a limited data set.

International Journal of Sustainable Built Environment

He pointed out that the unlimited data plan costs $30, and AT&T offers a limited data plan for $30 per month that offers 3 gigabytes of data.

The New York Times

Residue frequency analysis using a limited data set of 36 unique Fc sequences originating from 19 different mammalian species targeted five specific sites for optimization within bovine CH3.

Journal of Molecular Biology

Although this investigation is performed under some specific conditions, it reveals important trends for the problem of classifier performance prediction under the constraint of a limited data set.

Neural Networks

Extensive data pre-processing was implemented to train on a limited data set of 88 scans, that would then be required to be undertaken on new scans; placing a (minor) bottleneck on the process.

Nature

Those are for sure the most apt comparisons, but there aren't very many of them; such a limited data set makes it tough to argue with total certainty how the war will turn out.

The Washington Post

PHI may be used and disclosed for research without an Authorization in limited circumstances: Under a waiver of the Authorization requirement, as a limited data set with a data use agreement, preparatory to research, and for research on decedents' information.

Cornell University

Those that have been may only have a limited data set of partial sequences from a handful of different individuals and although it's easy to computationally compare sequences, with rare exception, it's hard to point to differences in DNA and know what that difference means.

The Guardian

Human-verified similar examples from authoritative sources

Similar Expressions

2 human-written examples

You also need a data connection to use some of its services, and that might be an obstacle if you're on a limited-data contract.

The New York Times - Tech

OR construct a Limited Data Set, where the data are provided to a researcher who has signed a Data Use Agreement.

Genetics in Medicine

Expert writing Tips

Best practice

In technical writing, specify the criteria or reasons why the data is considered limited, providing context for readers to understand the constraints.

Common error

Avoid making broad generalizations or definitive conclusions based solely on "a limited data" set; ensure your analysis reflects the scope and constraints of the available information.

Linguistic Context

The phrase "a limited data" functions as an adjectival phrase modifying the noun "data". It indicates that the amount of data available is restricted or not comprehensive. Ludwig AI confirms its usability in written English.

Expression frequency: Very common

Frequent in

Science

48%

News & Media

31%

Academia

12%

Less common in

Formal & Business

5%

Wiki

3%

Reference

1%

Ludwig's WRAP-UP

In summary, "a limited data" is a grammatically correct and commonly used phrase to describe a situation where the available information is restricted or incomplete. Ludwig AI confirms its appropriateness in various contexts. It appears frequently in scientific, news, and academic sources. When using this phrase, it's crucial to acknowledge the constraints it implies and to avoid overgeneralizing from the available data. Related phrases include ""incomplete dataset"" and ""partial information"", offering alternative ways to convey a similar meaning. Be mindful of the potential biases and limitations when working with "a limited data" set.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

small dataset

Emphasizes the small size of the dataset.

incomplete dataset

Focuses on the dataset being not fully populated.

partial information

Highlights that only a portion of the information is present.

restricted information

Emphasizes the restriction on the information available.

scarce data

Indicates that the amount of data available is low.

insufficient data

Indicates the data is not enough for intended purpose.

deficient data

Suggests that the data is lacking or inadequate.

finite data

Highlights that the data is not infinite or unlimited.

restricted access data

Focuses on access limitations to the data.

controlled data

Highlights that data is controlled or regulated.

FAQs

How can "a limited data" set affect research outcomes?

Using "a limited data" set can introduce bias and reduce the generalizability of research findings. It's important to acknowledge these limitations and interpret results cautiously.

What strategies can be used when working with "a limited data" set?

Strategies include using robust statistical methods, focusing on effect sizes rather than p-values, and triangulating findings with other sources of information. Consider alternatives phrases such as "incomplete dataset", or "partial information".

What are the ethical considerations when using "a limited data" set?

Ensure transparency about the limitations of the data, avoid making claims that overstate the strength of evidence, and protect the privacy of individuals if the data contains sensitive information.

How does "a limited data" set differ from a complete dataset in research?

A "a limited data" set lacks the breadth and depth of information found in a complete dataset, potentially affecting the accuracy and reliability of analyses. It is like comparing "restricted information" with full disclosure.