with data analysis

USAGE SUMMARY

The phrase "with data analysis" is correct and usable in written English.
You can use it when referring to activities, processes, or tasks that involve examining and interpreting data to extract insights or inform decisions. Example: "The project will be enhanced with data analysis to better understand customer behavior."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

With data analysis, though, CVS rethought that approach.

The New York Times

AWR and MSW helped with data analysis and writing.

New Zealand Journal of Forestry Science

JMH compiled the dataset and assisted with data analysis.

New Zealand Journal of Forestry Science

JMS assisted with data analysis.

BMC Evolutionary Biology

KHH - Assisted with data analysis.

BMC Women's Health

RAD - Assisted with data analysis.

BMC Women's Health

RB helped with data analysis.

BMC Complementary and Alternative Medicine

YZ help with data analysis.

BMC Cancer

YA assisted with data analysis.

Arthritis Research and Therapy

VBV assisted with data analysis.

Breast Cancer Research

HE assisted with data analysis.

BMC Medical Ethics

Expert writing Tips

Best practice

When using "with data analysis", ensure it clearly indicates that data analysis is the tool or method being employed to achieve a specific outcome or insight. For example, "improve decision-making with data analysis" clarifies the purpose.

Common error

Avoid using "with data analysis" without specifying what benefits from it. It should modify a verb or noun phrase to show the result of applying data analysis, not be the sole focus of a sentence.

Linguistic Context

The phrase "with data analysis" functions primarily as an adjunct, modifying verbs or clauses to specify the method or tool used in a particular process. As Ludwig confirms, it's a valid and usable phrase.

Expression frequency: Very common

Frequent in

Science

85%

News & Media

8%

Formal & Business

7%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "with data analysis" is a grammatically correct and commonly used prepositional phrase that indicates the application of data analysis as a method or tool. According to Ludwig, the phrase is valid and usable in English writing. It is frequently found in scientific and news contexts, suggesting a neutral to professional register. When using this phrase, ensure it clearly modifies a verb or noun phrase, specifying the result of applying data analysis. While alternatives like "through data analysis" or "using data analysis" exist, "with data analysis" effectively conveys the role of data analysis in achieving a particular outcome.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

through data analysis

Replaces "with" with "through", emphasizing the means by which analysis is conducted.

using data analysis

Substitutes "with" for "using", highlighting the application of data analysis as a tool.

via data analysis

Employs "via" instead of "with", indicating a pathway or method.

by means of data analysis

Expands the phrase to specify "by means of", adding formality.

employing data analysis

Replaces "with" with "employing", focusing on the active use of data analysis.

applying data analysis

Uses "applying" to stress the act of putting data analysis into practice.

in data analysis

Changes "with" to "in", which is grammatically different and suggests immersion in the process.

based on data analysis

Indicates that something relies on or is derived from data analysis.

leveraging data analysis

Emphasizes the strategic advantage gained from using data analysis.

data analytics approach

Shifts from a prepositional phrase to a noun phrase focusing on the methodological perspective.

FAQs

How can I rephrase "with data analysis" to sound more formal?

To achieve a more formal tone, you could use phrases like "through data analysis" or "by means of data analysis". These options introduce a level of sophistication suitable for academic or professional contexts.

In what contexts is it most appropriate to use the phrase "with data analysis"?

The phrase "with data analysis" is particularly fitting in contexts where you wish to emphasize the analytical method used to achieve certain insights or decisions. This includes research reports, business strategies, and scientific studies, where methodological rigor is important.

Is there a simpler way to say "with data analysis"?

Yes, a simpler alternative is "using data analysis". This option is less formal but equally clear and effective in conveying the application of data analysis.

How does "with data analysis" differ from "based on data analysis"?

"With data analysis" indicates that data analysis is the method or tool being used, whereas "based on data analysis" suggests that something is derived from or relies on the findings of data analysis. The former emphasizes the process, the latter the outcome.