analysis of the data indicated that

USAGE SUMMARY

The phrase "analysis of the data indicated that" is correct and usable in written English.
It can be used when presenting findings or conclusions drawn from data analysis in research or reports. Example: "The analysis of the data indicated that there was a significant correlation between the two variables."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

31 human-written examples

The regression analysis of the data indicated that the steric effect of N-substituted group on tropane of analyzed compounds critically affected the agonistic activity to muscarinic receptors.

Bioorganic & Medicinal Chemistry Letters

Statistical analysis of the data indicated that the two factors as well as their interactions had significant effects on the sugar esters synthesis.

Journal of Molecular Catalysis B: Enzymatic

Analysis of the data indicated that the decomposition rate was proportional to the particle surface area and to the difference in the fugacity of methane at the equilibrium pressure and the decomposition pressure.

Chemical Engineering Science

The statistic analysis of the data indicated that the four landscapes have a significant difference in the population density and damage ratio of E. zinckenella; and in the same landscape, the neighbor patches also have a significant difference in the damage ratios of E. zinckenella.

Acta Ecologica Sinica

Bioinformatics analysis of the data indicated that proteins involved in cell death, apoptosis, cell proliferation, and morphology are highly affected by lithium.

Johns Hopkins University

The cross sectional regression analysis of the data indicated that ICT investment substantially increases the average productivity of German establishments.

Journal of Global Entrepreneurship Research

Human-verified similar examples from authoritative sources

Similar Expressions

29 human-written examples

Social Security data indicate that Ohio election officials found more than 200,000 names that did not match this year; state election officials say their analysis of the data indicates that most of these are individual voters, not duplicate registrations.

The New York Times

However, analysis of the data indicates that ka > 10−2 s−1 and kr < 10−2 s−10−2

Chemical Engineering Science

Analysis of the data indicates that the magnitude of the solvation pressure is proportional to the square of the dipole potential.

Duke University

Spatial and temporal analysis of the data indicates that the record is incomplete and is thus biased.

Journal of Applied Volcanology

All the data indicated that the developed method is satisfactory for the qualitative and quantitative analysis of D. officinale.

Chemistry Central Journal

Expert writing Tips

Best practice

When using the phrase "analysis of the data indicated that", ensure that the data source and the method of analysis are clearly defined for transparency and credibility.

Common error

Avoid using "analysis of the data indicated that" to present speculative or weakly supported claims. Ensure your conclusions are directly and strongly supported by the data to maintain analytical rigor.

Linguistic Context

The phrase "analysis of the data indicated that" functions as a reporting clause, introducing findings or conclusions derived from a data analysis process. Ludwig AI's analysis confirms its correctness and common use, especially when presenting research or analytical outcomes.

Expression frequency: Uncommon

Frequent in

Science

60%

Academia

20%

News & Media

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "analysis of the data indicated that" is a grammatically sound and commonly used phrase, particularly in scientific and academic contexts. Ludwig AI confirms its correctness and utility for objectively presenting conclusions derived from data. While it's generally formal, its impact relies on the clarity and authority of the data analysis itself. Remember to ensure transparency in your methodologies and avoid overstating conclusions based on weak evidence.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

the data analysis suggested that

Replaces "indicated" with "suggested", implying a less definitive conclusion.

the data analysis revealed that

Substitutes "indicated" with "revealed", suggesting a disclosure of previously unknown information.

according to the data analysis

Replaces the entire phrase with a prepositional phrase, offering a more concise alternative.

the data leads to the conclusion that

Changes the structure to emphasize the data's role in forming the conclusion.

based on the data analysis

Similar to "according to the data analysis", but with a slightly different emphasis.

data analysis findings suggest that

Adds "findings" to emphasize the results of the analysis and uses "suggest" for a softer conclusion.

the evidence from the data suggests

Replaces "analysis" with "evidence" and "indicated" with "suggests", focusing on the supporting evidence.

the study's data reveals

Replaces "analysis" with "study's data" to identify the source of the data and uses "reveals" for a direct disclosure.

after examining the data, it was found that

Adds a more explicit description of the process of examining the data.

a thorough examination of the data showed that

Emphasizes the thoroughness of the examination, adding weight to the findings.

FAQs

What is an alternative to saying "analysis of the data indicated that"?

Alternatives include "the data suggested that", "the data revealed that", or "according to the data", depending on the specific nuance you want to convey.

How can I use "analysis of the data indicated that" in a sentence?

You can use it to introduce a conclusion drawn from a data analysis, for example, "The analysis of the data indicated that there was a significant correlation between exercise and reduced stress levels."

Which is correct, "analysis of the data indicated that" or "the data indicated that"?

"Analysis of the data indicated that" specifies that an analysis was performed. "The data indicated that" implies the data directly shows the result. Both are correct depending on context, but the first is more precise.

What's the difference between "analysis of the data indicated that" and "the data implied that"?

"Analysis of the data indicated that" suggests a formal process was used to derive a conclusion, while "the data implied that" suggests the conclusion is a less direct, more suggestive interpretation of the data.