restricted dataset

USAGE SUMMARY

The phrase "restricted dataset" is correct and usable in written English.
It can be used when referring to a collection of data that has limitations on access or usage, often for privacy or security reasons. Example: "Researchers must apply for permission to access the restricted dataset due to the sensitive nature of the information it contains."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

16 human-written examples

This same behaviour was observed in this study, where the use of a restricted dataset by ANN resulted in estimates that were not compatible with the forest inventory estimates (Tables 3 and 9).

New Zealand Journal of Forestry Science

Hence, a disproportionate number of African-American women were excluded from the restricted dataset.

Breast Cancer Research

Incidence rates by stage are reported here from the restricted dataset only.

British Journal of Cancer

The MP analysis of the restricted dataset yielded 56 most parsimonious trees with a tree length of 5451.

BMC Evolutionary Biology

2 Due to our restricted dataset, the full association between MetS and psoriasis could unfortunately not be established.

British Journal of Dermatology

Table 4 shows the results of the LS test applied to the restricted dataset containing only those patients with a monotone missing data pattern.

Health and Quality of Life Outcomes

Human-verified similar examples from authoritative sources

Similar Expressions

44 human-written examples

DNA barcoding approaches were recently applied to small, geographically restricted, datasets of Corallinales[ 87, 88].

Biology Direct

The way that current literature is designed, generated, and published creates sequential 'statistically significant' discoveries from restricted datasets.

Critical Care

These restricted datasets were compared with the original complete NED data using Bland Altman limits of agreement plots to identify postcode areas where there were extreme numbers of older or younger horses.

BMC Veterinary Research

LDH and α2 globulin were significantly correlated with OS in a restricted follow-up duration of within 2 or 3 years, but were not significant only using restricted datasets within 1 year after interventions.

BMC Cancer

Meta-analyses were repeated after the removal of the identified influential data in the continuous traits, and results are reported on the complete data; unless the overall effect, the overall heterogeneity or the heterogeneity between subgroups were no longer significant, where the reporting is then from the restricted datasets.

Aging Cell

Expert writing Tips

Best practice

When using "restricted dataset", clearly specify the criteria used for restricting the data to ensure transparency and reproducibility in your research or analysis.

Common error

Avoid simply stating "restricted dataset" without detailing how the data was restricted. Always explain the specific parameters or conditions applied during data filtering to avoid ambiguity and ensure clarity for your audience.

Linguistic Context

The phrase "restricted dataset" functions as a noun phrase where "restricted" acts as an adjective modifying the noun "dataset". It is commonly used to describe a dataset that has been limited or filtered according to specific criteria. Ludwig AI confirms its usability in written English.

Expression frequency: Common

Frequent in

Science

94%

News & Media

3%

Formal & Business

3%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The term "restricted dataset" is a common and grammatically correct phrase, primarily used in scientific and academic writing to denote a dataset that has been filtered or limited based on specific criteria. According to Ludwig, it's suitable for use in written English. Its function is to clarify that the data being discussed is not the complete dataset, but a subset. The phrase conveys precision, a feature needed in professional and scientific contexts. Common synonyms include "limited dataset", "curated dataset", and "filtered dataset". When employing "restricted dataset", ensure clear specification of the restriction criteria.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

limited dataset

Emphasizes the finite or reduced nature of the data available.

curated dataset

Highlights the selective and refined nature of the dataset.

filtered dataset

Focuses on the process of removing unwanted or irrelevant data points.

subset of data

Indicates a smaller, representative portion of a larger dataset.

refined dataset

Suggests the dataset has been improved or optimized for a specific purpose.

selective data

Emphasizes that data has been carefully chosen according to some criteria.

constrained data

Highlights the limitations or boundaries placed on the data.

controlled dataset

Implies that the data has been gathered or manipulated under specific experimental conditions.

reduced data pool

Indicates the dataset's scope has been diminished.

specific dataset

Highlights that the data included matches precise requirements.

FAQs

How can I use "restricted dataset" in a sentence?

You might say, "The analysis was performed using a "restricted dataset" to focus on specific demographic groups".

What are some alternatives to saying "restricted dataset"?

Consider using phrases like "limited dataset", "curated dataset", or "filtered dataset" depending on the context.

What does it mean when a dataset is "restricted"?

A "restricted dataset" implies that the original data has been filtered or limited based on certain criteria, such as specific date ranges, demographic characteristics, or experimental conditions.

When should I use "restricted dataset" instead of "full dataset"?

Use "restricted dataset" when you are specifically referring to a subset of the original data that has been filtered or limited for a particular analysis. Use "full dataset" when referring to the complete, unfiltered data.