from a data perspective

USAGE SUMMARY

The phrase "from a data perspective" is correct and usable in written English.
It can be used when discussing a viewpoint or analysis that is based on data or statistical information. Example: "From a data perspective, the results indicate a significant trend in consumer behavior over the past year."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

8 human-written examples

The MCB, which is affiliated with 500 institutions, said: "The report is the first comprehensive and detailed report of its kind looking at Muslims from a data perspective".

The Guardian

With the Nest acquisition (and now the Dropcam acquisition) Google has been forced to make clear statements about the separation between these units and Google itself from a data perspective.

The Guardian - Tech

In fact, one could see the entire field of artificial intelligence as an inadvertent referendum on Big Data, because nowadays virtually every problem that has ever been addressed in A.I. — from machine vision to natural language understanding — has also been attacked from a data perspective.

The New Yorker

Facebook is coming at it from a social perspective, Google from a data perspective.

TechCrunch

Dubois said, "From a data perspective, we can also provide information to warehouse operators who today rely on paper and clipboards to make a lot of decisions about staffing.

TechCrunch

Tedford said that there are a number of "point providers" that tackle one of those areas, but for a company to address all of their social marketing needs, they'd normally have to work with multiple services, which can be particularly challenging from a data perspective.

TechCrunch

Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

More and more companies are attacking this from a master data perspective.

Forbes

In this paper, we survey context aware computing systems from a Big data perspective.

Big Data Research

This observation suggests that a sufficiently large and diverse reference library is important for the predicting accuracy, which explains why the target fishing problem should be addressed from a "big data" perspective.

Journal of Cheminformatics

Whilst designers such as Teddy Tinling created tennis costumes that brought glamour and theatrical flair to the player's performance, modern sports companies are increasingly using costume to approach human performance from a big data perspective.

Fashion and Textiles

Nadella manages to look at the new Xbox One console from a data analytics perspective.

TechCrunch

Expert writing Tips

Best practice

Use "from a data perspective" when you want to emphasize that your analysis or viewpoint is grounded in factual data and statistical evidence, rather than subjective opinions.

Common error

Avoid presenting data in isolation. Always provide context and explain the implications of the data to ensure your analysis is meaningful and not misleading.

Linguistic Context

The phrase "from a data perspective" serves as a prepositional phrase introducing a viewpoint or analysis that is grounded in data. This indicates a focus on objectivity and empirical evidence, as supported by Ludwig AI's assessment of the phrase's correctness.

Expression frequency: Uncommon

Frequent in

Science

50%

News & Media

37%

Formal & Business

13%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "from a data perspective" is a grammatically sound and professionally relevant phrase employed to introduce analyses and viewpoints rooted in empirical data. Ludwig AI confirms its correctness, noting its prevalence in news and scientific contexts. When using this phrase, it's essential to provide context and avoid presenting data in isolation. Alternatives include "based on data analysis" or "using a data-centric approach". The phrase's usage patterns reflect its strength in lending objectivity and credibility to arguments within both scientific and media domains.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

from a data-driven viewpoint

Emphasizes the data as the driving force behind the viewpoint.

using a data-centric approach

Highlights that the approach revolves primarily around the data.

based on data analysis

Focuses on the analysis of data as the foundation for insights.

through a data lens

Suggests a specific way of viewing something through the filter of data.

with a data-informed outlook

Implies that data has shaped the outlook or perspective.

considering the data insights

Highlights a need to consider the data when making a decision.

in light of the data

Indicates that the data provides clarification or context.

from a quantitative standpoint

Highlights the use of quantitative data in the analysis.

analyzing the data trends

Focuses on identifying and interpreting trends within the data.

taking a data-oriented view

Shows the importance of the data to the outcome.

FAQs

How can I effectively use "from a data perspective" in a sentence?

Incorporate "from a data perspective" to introduce insights or conclusions drawn directly from data analysis, demonstrating an objective viewpoint. For instance, "From a data perspective, the marketing campaign's conversion rate increased by 15%."

What are some alternatives to using "from a data perspective"?

Consider alternatives such as "based on data analysis", "using a data-centric approach", or "through a data lens", depending on the specific nuance you wish to convey.

Is it appropriate to use "from a data perspective" in formal writing?

Yes, "from a data perspective" is suitable for formal writing, especially in reports, academic papers, and business documents where objective analysis is valued. Ensure the data supporting your perspective is clearly presented and properly cited.

What's the difference between "from a data perspective" and "from a business perspective"?

"From a data perspective" focuses on insights derived from data analysis, while "from a business perspective" considers the broader strategic and financial implications for a business. The former is data-driven, whereas the latter is business-oriented.