integrated data

USAGE SUMMARY

"integrated data" is a correct and usable phrase in written English.
You might use it when talking about combining data from different sources into a cohesive set. For example, "The integrated data was used to produce an in-depth analysis of consumer behavior."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

56 human-written examples

R.E.A. and J.A.H. integrated data and drafted the manuscript.

Nature

"We continue to advance the new world strategy of integrated data, voice and video networks," Mr. Chambers said.

The New York Times

An integrated data analysis approach to characterize genes highly expressed in hepatocellular carcinoma.

Nature

Teradata implemented such a pooled system in Michigan, where 21 agencies have integrated data.

The Washington Post

This dissertation investigates ways to integrate various VLSI layout algorithms via carefully designed integrated data structures.

University of California, Berkeley

Meta data and integrated data.

TechCrunch

Chatter gives you metadeta and integrated data.

TechCrunch

Human-verified similar examples from authoritative sources

Similar Expressions

4 human-written examples

The following key elements can help organizations foster a fully integrated, data-driven marketing function.

Massachusetts Institute of Technology

Caesars has both, along with centralized, integrated data--and the latest NVIDIA NVDA GPUPU Tesla cards to play with.

Forbes

We utilized 10-s post-integrated data in this study.

Earth, Planets and Space

Note that this is the DWD-integrated data.

BMC Medical Genomics

Expert writing Tips

Best practice

When using "integrated data", ensure you clearly define the sources and methods used to combine the data to maintain transparency and credibility.

Common error

Don't assume that "integrated data" automatically implies accuracy or completeness. Always validate the integrated dataset and acknowledge any limitations or biases.

Linguistic Context

The phrase "integrated data" functions primarily as a noun phrase, often serving as the subject or object of a sentence. Ludwig indicates that it's used to describe data that has been combined from multiple sources into a unified dataset for analysis or other purposes.

Expression frequency: Very common

Frequent in

Science

41%

News & Media

40%

Formal & Business

19%

Less common in

Academia

0.01%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "integrated data" is a common and grammatically correct phrase used to describe datasets combined from multiple sources, as affirmed by Ludwig. It's frequently used in scientific, news, and business contexts to indicate a comprehensive and unified view of information. When using this phrase, it's essential to clarify the sources and methods used for data integration to ensure transparency. While "unified data", "combined data", and "aggregated data" can be used as alternatives, remember to choose the one that best fits the specific context. Always validate the data and acknowledge limitations to avoid oversimplification.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

unified data

Focuses on the act of bringing data into a single, cohesive form.

combined data

Emphasizes the act of merging data sets.

aggregated data

Highlights the process of collecting and summarizing data.

consolidated data

Suggests data has been strengthened and made more effective through combination.

harmonized data

Implies data has been made consistent and compatible across different sources.

synthesized data

Focuses on creating new insights by blending data from disparate sources.

linked data

Highlights the connections and relationships established between data elements.

correlated data

Emphasizes the statistical relationships identified within combined data sets.

merged datasets

Specifically refers to the combination of distinct data collections.

interconnected data

Stresses the web of relationships and dependencies within the data.

FAQs

How is "integrated data" typically used in a sentence?

It's generally used to describe datasets that have been combined from multiple sources into a unified whole. For example, "The analysis relied on "integrated data" from various departments to get a complete picture."

What are some alternatives to using the phrase "integrated data"?

Depending on the nuance you want to convey, you could use alternatives like "unified data", "combined data", or "aggregated data".

What does it mean when data is described as "integrated"?

When data is "integrated", it means that datasets from different sources have been combined into a unified dataset, often to provide a more comprehensive view or enable more sophisticated analysis.

In what contexts is "integrated data" most commonly used?

It's frequently used in fields like data science, business analytics, and scientific research where combining data from multiple sources is essential for analysis and decision-making. You might also see it used in discussions around "data warehousing" and "business intelligence".