a large proportion of data

USAGE SUMMARY

The phrase "a large proportion of data" is correct and usable in written English.
It can be used when discussing the quantity or percentage of data that falls within a certain category or characteristic. Example: "A large proportion of data collected during the survey indicated a preference for online shopping."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

25, 26 A large proportion of data was missing for race (40%) and tumor stage (~70%) in the EMR records.

Clinical Epidemiology

Dietary sodium intake was included in exploratory models (results were very similar), but not included in final models because a large proportion of data was missing.

Environmental Health Perspectives

Although such approximations worked well even with limited number of patients [ 11], it does not take into account BLD data and hence could underestimate the standard error when a large proportion of data are BLD.

BMC Medical Research Methodology

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

Here our goal was to evaluate the capacity of NLMEM to precisely estimate the parameters of viral kinetic models when there is a large proportion of BLD data and a limited number of data per patient.

BMC Medical Research Methodology

Imputing missing data are a necessary step, particularly for the genotypic data sets with a large proportion of missing data per marker (up to 80% in our case).

G3: Genes, Genomes, Genetics

For studies with a large proportion of missing data, excluding participants with missing data may also reduce the precision of the analysis substantially.

BMC Medical Research Methodology

The goal of this study was to evaluate the capacity of NLMEM to provide precise and accurate estimates of viral kinetic parameters when only sparse data with a large proportion of BLD data are available.

BMC Medical Research Methodology

For crop species lacking a high-quality reference genome, like hexaploid wheat, genetically ordered markers allow the implementation of marker-order−dependent but highly accurate imputation algorithms (e.g., FSFHap) to impute genotypic data with a large proportion of missing data points so that QTL/gene mapping can be done precisely.

G3: Genes, Genomes, Genetics

Despite the socially determined nature of weed and noxious categories, a very low proportion of naturalized, weed or noxious species in the data set, and a large proportion of missing data we were able to predict whether species introduced to Hawaii did or did not become naturalized, weedy or noxious with close to 90% predictive performance.

Plosone

Because no assumptions are made about the distribution of the data, nonparametric statistics are appropriate when a large proportion of the data are below the LOD (as was frequently the case in our study).

Environmental Health Perspectives

A drawback of genotypic data from the GBS platform is often a large proportion of missing data points across samples as genomic DNA fragments are sequenced at low depth (Elshire et al. 2011).

G3: Genes, Genomes, Genetics

Expert writing Tips

Best practice

When using the phrase "a large proportion of data", ensure the context clearly defines what constitutes 'large'. Provide specific percentages or quantities whenever possible to enhance clarity.

Common error

Avoid using "a large proportion of data" without providing context or quantifiable measures. The interpretation of 'large' can be subjective, leading to miscommunication. Always aim for specificity.

Linguistic Context

The phrase "a large proportion of data" functions as a quantifier, indicating a significant quantity or percentage of information. As shown by Ludwig, it is commonly used to describe datasets, research findings, or survey results. Ludwig AI confirms its proper usage.

Expression frequency: Very common

Frequent in

Science

38%

News & Media

31%

Formal & Business

31%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "a large proportion of data" is a grammatically sound and frequently used phrase to denote a significant quantity of information within a dataset. Ludwig examples reveal its prevalence across scientific, news, and business domains, emphasizing its versatility. While the phrase is generally acceptable as stated by Ludwig, it's essential to provide context to what 'large' means by specifying numerical values whenever feasible. Related phrases such as "a significant portion of the data" and "a substantial amount of the data" offer similar meanings, but can slightly alter emphasis depending on context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a significant portion of the data

Replaces "large" with "significant", emphasizing importance and impact.

a substantial amount of the data

Substitutes "proportion" with "amount", highlighting the quantity involved.

a considerable percentage of the data

Replaces "proportion" with "percentage", making it more specific to numerical representation.

a large fraction of the data

Uses "fraction" instead of "proportion", indicating a part of a whole.

a major share of the data

Employs "share" to convey the idea of a significant part or allocation.

a good deal of the data

Offers a more informal alternative, suggesting a considerable quantity.

a sizable segment of the data

Uses "segment" to refer to a notable section or portion.

a dominant part of the data

Emphasizes that the proportion is not only large but also influential.

a noteworthy proportion of the data

Highlights that the large proportion is worth noting or mentioning.

a majority of the data

Implies that the proportion is over 50%.

FAQs

How can I use "a large proportion of data" in a sentence?

You can use "a large proportion of data" to indicate that a significant part of a dataset exhibits a particular characteristic. For example, "A large proportion of data collected showed a positive correlation between exercise and mental wellbeing."

What are some alternatives to "a large proportion of data"?

You can use alternatives like "a significant portion of the data", "a substantial amount of the data", or "a considerable percentage of the data" depending on the specific context.

Is it better to say "a large proportion of data" or "most of the data"?

The choice depends on the specific meaning you want to convey. "A large proportion of data" suggests a significant but not necessarily overwhelming part, while "most of the data" implies more than half and closer to the entirety of the dataset.

When is it appropriate to use "a large proportion of data" in academic writing?

It's appropriate when discussing research findings, statistical analyses, or survey results where a notable segment of the data supports a particular conclusion or trend. Ensure that you provide specific numerical values or percentages to support your claim.