varied data

USAGE SUMMARY

The phrase "varied data" is correct and usable in written English.
It can be used to describe data that comes from different sources or has a range of different types or categories. Example: "The research study analyzed varied data from multiple surveys to ensure comprehensive results."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

47 human-written examples

Future built environment research should design studies a priori using multiple approaches and varied data sources in order to best capture features that operate on different health behaviours at varying spatial scales.

Health & Place

Access to lots of extremely varied data is a key part of AI research.

TechCrunch

Modern cities generate a flood of rich and varied data.

Information Systems

The huge amount of varied data impacts on the modelling process.

Journal of Cheminformatics

The updating mechanisms enable obtaining additional knowledge from the varied data without forgetting the prior knowledge.

Applied Soft Computing

However, there are gaps in occupant behavior modeling as different energy modelers have employed varied data and tools to simulate occupant behavior, therefore producing different and incomparable results.

Energy and Buildings

Human-verified similar examples from authoritative sources

Similar Expressions

13 human-written examples

Similarly, ROS and CO did not vary (data not shown).

BMC Cancer

aFor values that vary, data are given as average +/- standard deviation or range.

BMC Genomics

The completeness of clinical data varied: missing data are characterized as "no data" in the tables in the following.

BioMed Research International

Data sources were linked using a combination of identifying information, which varied by data source.

Cancer Medicine

Each methodology varied in data resolution, methodological complexity and degree of local participation.

Ecological Economics

Expert writing Tips

Best practice

When presenting "varied data", clearly categorize and label each data type to enhance understanding and avoid confusion. This ensures that the audience can easily distinguish between different data sources and interpret the information accurately.

Common error

Avoid using "varied data" without specifying the types or sources involved. Overgeneralization can lead to ambiguity and weaken the impact of your analysis. Always provide context or examples to illustrate the specific variations within the data.

Linguistic Context

The phrase "varied data" functions as a descriptive term, where "varied" acts as an adjective modifying the noun "data". It specifies that the data is not uniform but consists of diverse elements. According to Ludwig, this phrase is acceptable and frequently used in numerous contexts.

Expression frequency: Common

Frequent in

Science

78%

News & Media

16%

Wiki

6%

Less common in

Formal & Business

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "varied data" is a grammatically correct and commonly used term to describe heterogeneous information from different sources or of different types. As confirmed by Ludwig, it is frequently employed in scientific and news contexts. When using "varied data", it's important to provide clear categorization and avoid overgeneralization to maintain clarity. Alternative phrases such as "diverse data" or "heterogeneous data" can be used to add nuance. Understanding the diverse applications of "varied data" will ensure its appropriate and effective usage in various writing scenarios.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

diverse data

Emphasizes the different types or categories present in the data.

heterogeneous data

Highlights the dissimilar nature of the data components.

assorted data

Suggests a collection of different data types.

multiple data types

Focuses on the presence of several distinct forms of data.

mixed data

Implies a blend of different kinds of data.

varied datasets

Specifically refers to different sets of data with varying characteristics.

diverse information

Broader term encompassing various forms of informational content.

eclectic data

Suggests data selected from a wide range of sources.

miscellaneous data

Implies data of different kinds, often without a clear categorization.

range of data

Focuses on the extent and scope of different data points or categories.

FAQs

How can I effectively present "varied data" in a report?

To present "varied data" effectively, use visualizations like charts and graphs, clearly label each data source, and provide a summary explaining the key differences and similarities. Consider grouping data by category to highlight patterns and trends.

What are some synonyms for "varied data" that I can use to avoid repetition?

You can use alternatives like "diverse data", "heterogeneous data", or "assorted data" depending on the specific context and the nuance you want to convey.

In what contexts is it most appropriate to use the term "varied data"?

The term "varied data" is appropriate in contexts where data comes from different sources, includes multiple types, or exhibits a range of characteristics. This term is common in scientific research, data analysis, and reporting across various fields.

What is the importance of analyzing "varied data"?

Analyzing "varied data" is important for gaining a comprehensive understanding of a subject, identifying trends, and making informed decisions. It helps to reduce bias, improve accuracy, and enhance the reliability of conclusions drawn from the analysis.