systematic data

USAGE SUMMARY

The phrase "systematic data" is correct and usable in written English.
It can be used when referring to data that is organized, methodical, and follows a specific system or structure for analysis or interpretation. Example: "The researchers collected systematic data to ensure that their findings were reliable and valid."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Charter school leaders agree with you about rigorous approval processes, technical assistance and systematic data collection.

The New York Times

In the end systematic data from about 2000 athletes was collected (about half the total number of competitors that year).

The Guardian

No systematic data are available for private testing sites, but the provisions typically found in consent forms are not encouraging.

The New Yorker

"I welcome the publication of this report and I am very pleased there appears to be no evidence of systematic data manipulation at the trust".

The Guardian

At the moment there is no systematic data on level of need to determine how the current funding streams can incorporate AT and, therefore, be used more effectively".

The Guardian

Lack of systematic data on workplace segregation over time has long made that question difficult to answer.

The New York Times

Yet systematic data on such activities have not heretofore existed.

Science Magazine

But those are more anecdotes than systematic data".

Science Magazine

While the U.K. has previously been accused of indulging in similarly systematic data collection via its GCHQ spy agency.

TechCrunch

He called for "sustained, sober, and systematic data collection" based on generally recognized definitions.

Science Magazine

However, the comprehensive systematic data on the toxicity of nano-TiO2 remains limited.

Nanoscale Research Letters

Expert writing Tips

Best practice

In academic writing, using "systematic data" implies a rigorous and well-defined approach to data collection and analysis. Be prepared to defend your methodology.

Common error

Avoid using "systematic data" if the data collection process was not truly systematic or rigorous. Overstating the rigor can undermine the credibility of your work.

Linguistic Context

The phrase "systematic data" functions as a noun phrase, where "systematic" modifies the noun "data". It emphasizes the structured, organized, and methodical nature of the data. Ludwig AI examples confirm its usage in various contexts to highlight data's reliability and validity.

Expression frequency: Very common

Frequent in

Science

49%

News & Media

27%

Formal & Business

5%

Less common in

Wiki

2%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "systematic data" denotes data that has been collected and organized through a rigorous and well-defined process. Ludwig AI confirms it's grammatically correct and widely used, especially in scientific, academic, and professional fields to convey the reliability and validity of information. When writing, ensure that the data collection methods are indeed systematic to maintain credibility. Alternatives like "structured data" or "organized data" can be used depending on the context. By understanding its function, purpose, and register, you can effectively incorporate "systematic data" into your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

structured data

Emphasizes the organization and arrangement of the data.

organized data

Highlights the orderly arrangement of the data.

methodical data

Focuses on the systematic approach used to gather the data.

consistent data

Stresses the uniformity and reliability of the data.

orderly data collection

Implies a well-managed and structured process of obtaining data.

standardized data

Emphasizes the uniform application of standards in data collection and processing.

planned data acquisition

Highlights the intentional and strategic approach to obtaining data.

empirical data

Refers to data derived from observation or experiment.

statistical data

Implies data that has been subjected to statistical analysis.

evaluated data

Focuses on the data that has been thoroughly assessed for quality and relevance.

FAQs

How can I use "systematic data" in a sentence?

"Systematic data" is often used to describe a rigorous approach to data collection and analysis. For example, "The study relied on "systematic data" collection to ensure reliable results."

What are some alternatives to "systematic data"?

Alternatives to "systematic data" include "structured data", "organized data", or "methodical data collection". The best choice depends on the specific context.

What does it mean for data to be "systematic"?

For data to be "systematic", it means that it was collected and organized using a well-defined and consistent method. This ensures reliability and reduces bias.

In what fields is the term "systematic data" commonly used?

The term "systematic data" is commonly used in fields such as science, research, healthcare, and business to emphasize the rigor and reliability of data collection and analysis.