a large variety of data

USAGE SUMMARY

The phrase "a large variety of data" is correct and usable in written English.
It can be used when discussing the diversity or range of data types or sources in a particular context, such as research or analysis. Example: "The study was based on a large variety of data collected from different demographics to ensure comprehensive results."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

17 human-written examples

There is a fundamental shift in measuring and benchmarking due to the ability to use a large variety of data sources and virtually anybody can be involved.

Government Information Quarterly

In order to how to deliver the advertisement more efficient to the right target, companies like Linkedin and Facebook start to collect a large variety of data from the society.

University of California, Berkeley

In their recent MIT Sloan Management Review article, "Designing and Developing Analytics-Based Data Products," authors Thomas H. Davenport and Stephan Kudyba note that a large variety of data products now enhance the consumer experience.

Massachusetts Institute of Technology

The greatest challenge in the implementation of environmental sensing networks is converting a large variety of data streams from diverse sensors, often in proprietary protocols, to international standards such as Extensible Markup Language (XML) with Open Geospatial Consortium (OGC) XML tagging and web service standards.

Applied Geography

It contains a large variety of data: letters, digits, vocal commands, and spelled words.

EURASIP Journal on Audio, Speech, and Music Processing

A large variety of data enables MoneyLion to offer a wide breadth of rewards for building good financial habits.

TechCrunch

Human-verified similar examples from authoritative sources

Similar Expressions

43 human-written examples

A large variety of data-driven behavioral models have been developed based on field monitoring of the human-building-system interaction.

Building and Environment

The data raise issues such as raw numerical values (signal magnitude), simple ratios for comparing signals, standard data normalization and log transformations, and a large variety of data-sorting methods and algorithms.

CBE Life Sciences Education

Extract-transform-load (ETL) workflows model the population of enterprise data warehouses with information gathered from a large variety of heterogeneous data sources.

Information Systems

The International Heliophysical Year offers a good opportunity to develop and coordinate studies on the Sun Earth system by using a large variety of simultaneous data obtained by satellite/spacecraft and ground based instruments.

Advances in Space Research

" Methods," a large variety of experimental data was used to construct a realistic model.

Biotechnology for Biofuels

Expert writing Tips

Best practice

When using "a large variety of data", ensure that you provide context about the types of data and their relevance to your analysis or argument. This provides clarity and strengthens your communication.

Common error

Avoid using "a large variety of data" when the data is actually limited in scope or type. If the variety is not significant, a more accurate phrase would be "some data" or "relevant data".

Linguistic Context

The phrase "a large variety of data" functions as a noun phrase, typically serving as the subject or object of a sentence. It describes the diversity and range of information available. As confirmed by Ludwig, this phrase is both correct and commonly used.

Expression frequency: Very common

Frequent in

Science

69%

Academia

16%

News & Media

15%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "a large variety of data" is a grammatically sound and frequently used expression to denote a wide range of information types. As confirmed by Ludwig, it is suitable for various contexts, particularly in scientific, academic, and journalistic writing. When employing this phrase, consider clarifying the specific types of data to enhance clarity. Alternatives like "a wide range of data" or "a diverse set of data" can be used to express similar ideas, depending on the nuance desired.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a wide range of data

Changes the adjective describing the range from 'large' to 'wide', emphasizing the extent of the data.

a diverse set of data

Replaces 'variety' with 'set' and 'large' with 'diverse', focusing on the heterogeneity of the data.

a broad spectrum of data

Uses 'spectrum' instead of 'variety', highlighting the comprehensive nature of the data.

a multitude of data

Emphasizes the numerous instances of data rather than its different types.

an extensive collection of data

Shifts the focus to the collection aspect, highlighting the volume and comprehensiveness of the data.

a comprehensive array of data

Emphasizes the completeness and organization of the data.

a considerable assortment of data

Uses 'assortment' to convey a mix of different data types.

a wealth of data

Highlights the abundance and value of the data.

a vast amount of data

Focuses on the sheer quantity of data available.

various types of data

Simplifies the phrase, directly stating the existence of different data types.

FAQs

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

You can use "a large variety of data" to describe a situation where many different types of information are being used. For example: "The analysis incorporated "a large variety of data", including survey responses, sales figures, and social media activity."

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

Alternatives to "a large variety of data" include "a wide range of data", "a diverse set of data", or "a broad spectrum of data". The best choice depends on the specific nuance you want to convey.

Is it better to say "a large variety of data" or "a wide variety of data"?

Both "a large variety of data" and "a wide variety of data" are grammatically correct and generally interchangeable. The choice often comes down to personal preference, although "wide" might subtly emphasize the scope or range more than "large."

What does it mean to have "a large variety of data"?

Having "a large variety of data" means that there are many different types and sources of information available for analysis, consideration, or use. This breadth of data can lead to more comprehensive and reliable results.