conducting data analysis

USAGE SUMMARY

The phrase "conducting data analysis" is correct and commonly used in written English.
It refers to the process of systematically examining and interpreting data to determine patterns, trends, and insights. Example: "The research team spent hours conducting data analysis on the collected survey responses in order to identify key factors influencing consumer behavior."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

12 human-written examples

It enabled officers to scrutinise the records to the extent of conducting data analysis and building a spreadsheet before, after several months, they eventually lodged "a formal error report".

The Guardian

Additionally, many previous reports, when conducting data analysis, do not reliably account for differences in case and control cohorts.

Journal of the American College of Surgeons

She's been a part of the App Inventor team since Fall 2016 and is conducting data analysis on the links between AppInventor block types and program complexity.

Massachusetts Institute of Technology

As the sizes of many contemporary databases continue to grow rapidly, incremental clustering has emerged as an essential issue for conducting data analysis on contemporary databases.

Pattern Recognition

In conducting data analysis of test datasets, the assumption of unidimensionality is perhaps one of the most-discussed features of Rasch models (Bonk and Ockey 2003).

Language Testing in Asia

Students identify the knowledge and framework required to address the problem and use the methodologies learned in the Biomedical Informatics program to develop strategies which may involve creating new information management resources, optimizing current data systems, conducting data analysis, and scoping new solutions.

University of Chicago

Human-verified similar examples from authoritative sources

Similar Expressions

48 human-written examples

conducted data analysis, and P.S.G. carried out statistical analysis.

Nature

Z.L. and Z.P. developed the method, conducted data analysis, and wrote the paper.

Nature

D.M., M.Y., Y.S. and A.S. performed the experimental work, Y.M.-K., S.O. and H.S. conducted data analysis, and A.W.-B.

Nature

SKOD conducted data analysis and drafted the manuscript.

Health Economics Review

EL conducted data analysis.

BMC Public Health

Expert writing Tips

Best practice

When writing about data analysis, be specific about the methods used and the goals of the analysis. Instead of generally stating "conducting data analysis", clarify what type of analysis you performed and what insights you sought to gain.

Common error

Avoid using the phrase "conducting data analysis" without specifying the type of analysis performed or its purpose. This can make your writing vague and less informative. Instead, provide details about the analytical methods used, such as regression analysis, cluster analysis, or sentiment analysis, and explain the specific research questions or hypotheses being addressed.

Linguistic Context

The phrase "conducting data analysis" functions as a verb phrase followed by a noun phrase. Ludwig AI indicates that it is used to describe the action of systematically examining and interpreting data. The verb "conducting" acts as a transitive verb, taking "data analysis" as its direct object.

Expression frequency: Common

Frequent in

Science

60%

Academia

30%

News & Media

10%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "conducting data analysis" is a grammatically sound and commonly used expression to describe the process of examining and interpreting data. Ludwig AI confirms its validity and common usage. It is most frequently found in scientific and academic contexts, reflecting its role in formal research and reporting. For clarity, it is best practice to specify the type of data analysis being performed. While alternatives like "performing data analysis" or "undertaking data analysis" exist, the core meaning remains consistent. Always aim for specificity when describing your analytical methods for maximum clarity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

performing data analysis

Replaces "conducting" with "performing", a synonym with similar connotations.

undertaking data analysis

Uses "undertaking" instead of "conducting", suggesting a more deliberate or formal approach.

carrying out data analysis

Substitutes "conducting" with "carrying out", another common synonym.

executing data analysis

Emphasizes the active implementation of data analysis procedures.

data analytics implementation

Focuses on the practical application of data analytics, shifting from the verb to a noun-focused phrase.

data analysis execution

Highlights the execution aspect of data analysis.

analyzing data sets

Focuses on the action of analyzing data, specifying the object of the analysis.

assessing data

Highlights the evaluative aspect of data analysis.

data interpretation

Focuses on the interpretation aspect of the data analysis process.

data mining activities

Suggests a more exploratory approach to discovering patterns in data.

FAQs

How do you use "conducting data analysis" in a sentence?

You can use "conducting data analysis" to describe the process of examining data to draw conclusions, such as, "The team is currently conducting data analysis to identify trends in customer behavior."

What is a more formal way to say "conducting data analysis"?

More formal alternatives include "performing data analysis" or "undertaking data analysis". For example, "The researchers are performing data analysis to validate their hypothesis."

Is it correct to say "conducted data analysis"?

Yes, "conducted data analysis" is the past tense form and is perfectly correct. For example, "The study conducted data analysis on a large dataset."

What's the difference between "conducting data analysis" and "data interpretation"?

"Conducting data analysis" refers to the overall process of examining and processing data, while "data interpretation" focuses specifically on explaining the meaning of the results.