multiple data sources

USAGE SUMMARY

The phrase 'multiple data sources' is correct and can be used in written English.
For example, "By using multiple data sources, we were able to arrive at more comprehensive conclusions."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Federated updates across multiple data sources must be correlated.

SOA and Web Services Interface Design Principles, Techniques, and Standards

The service is pre-integrated with multiple data sources like CrunchBase and Facebook.

TechCrunch

Metricly will combine multiple data sources together and compare and chart this information.

TechCrunch

The API is called Q and connects with multiple data sources.

TechCrunch

It supports multiple data sources and is useful for both base and lattice graphs.

Journal of Big Data

We evaluated MUSE with datasets collected from multiple data sources in the entire USNorth IBM network.

EURASIP Journal on Information Security

As stated above, good surveillance systems should comprise of multiple data sources that complement each other.

Injury Epidemiology

The uncertainty could straightforwardly be estimated in sparingly occurring regions covered by multiple data sources.

Fluid Phase Equilibria

To use multiple data sources to determine drivers of patient adherence to topical ocular hypotensive therapy.

Ophthalmology

The information from multiple data sources is combined using Dempstere-Shafer evidence theory.

Systems Engineering Procedia

We used multiple data sources to examine potential drivers of these changes.

Landscape and Urban Planning

Expert writing Tips

Best practice

When discussing research or analysis, specify the types of "multiple data sources" used to provide context and credibility.

Common error

Avoid simply stating that you used "multiple data sources" without providing any specific details, which can weaken your argument and make it difficult for others to evaluate your methodology.

Linguistic Context

The phrase "multiple data sources" functions as a noun phrase. It typically serves as the subject or object of a sentence, indicating the use of several distinct origins of information. Ludwig AI confirms its correctness and widespread usage.

Expression frequency: Very common

Frequent in

Science

58%

News & Media

18%

Formal & Business

24%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "multiple data sources" is a grammatically correct and very common phrase, as confirmed by Ludwig AI. It is used to indicate that data is collected from various places. The primary contexts include science, news and media, and formal and business settings. When using this phrase, it is best practice to specify the types of data sources. Common errors include overgeneralization. Consider using alternatives like "several data sources" or "various data sources" to add nuance to your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

several data sources

Using "several" instead of "multiple" provides a slightly less formal tone, implying a handful of data sources.

many data sources

"Many" is a simpler and more informal substitute for "multiple", suitable for less formal contexts.

various data sources

Substituting "various" for "multiple" emphasizes the diversity or variety of the data sources being used.

numerous data sources

Using "numerous" in place of "multiple" indicates a large quantity of data sources, similar to 'myriad' but slightly less dramatic.

myriad data sources

Replacing "multiple" with "myriad" suggests a very large number of data sources, emphasizing abundance.

diverse data origins

Shifting the focus to "origins" highlights the different places or systems from which the data is collected.

integrated data streams

This phrase highlights the process of merging different data sources into a unified stream for analysis or use.

assorted data feeds

Using "assorted data feeds" emphasizes the idea of continuous streams of data coming from different sources.

combined data repositories

This alternative emphasizes the act of bringing together different data stores.

cross-referenced datasets

Focuses on the act of comparing and linking data from various sources.

FAQs

How can I effectively use "multiple data sources" in a research paper?

Clearly identify each data source and explain how you integrated them. Discuss any limitations or biases associated with each source to enhance transparency and credibility.

What are some alternatives to saying "multiple data sources"?

You can use alternatives like "several data sources", "various data sources", or "numerous data sources" depending on the context and desired emphasis.

Why is it important to use "multiple data sources" in data analysis?

Using "multiple data sources" can enhance the reliability and validity of your findings by triangulating data, reducing bias, and providing a more comprehensive understanding of the subject.

In what fields is the term "multiple data sources" commonly used?

The term "multiple data sources" is commonly used in fields such as scientific research, data analytics, journalism, and business intelligence to describe the practice of gathering information from various origins.