analysis of data demonstrated

USAGE SUMMARY

The phrase "analysis of data demonstrated" is correct and usable in written English.
It can be used when discussing the results or findings derived from examining data in a research or analytical context. Example: "The analysis of data demonstrated a significant correlation between the two variables, suggesting a potential causal relationship."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Secondary analysis of data demonstrated a correlation of ρ=0.666 (P<0.05) between increases in striatal dopaminergic activity and UPDRS Motor (off) scores.

Brain Research Bulletin

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

The single RRR is applied to both the severe and very severe COPD states, as the statistical analysis of trial data demonstrated that the reduction of exacerbation rates was independent of COPD severity.

European Journal of Health Economics

Another analysis of USRDS data demonstrated frequent occurrence of diabetes complications, including ketoacidosis, hyperosmolarity, ophthalmic complications, neurologic complications, and hypoglycemic shock, in patients with NODAT (4).

Diabetes Care

Analysis of experimental data demonstrated that chlorine loss of PVC/NBR blends followed the Vesely's double exponential equation but the coefficient and rate constants varied with different NBR.

Polymer

Additional linkage analysis of WES data demonstrated a similar performance to that of SNP microarray data and simultaneously generated results during variant calling.

BMC Genomics

Analysis of regional data demonstrated an increase in the proportion of patients prescribed DMARDs at 12 months across all regions during the 15-year time period (figure 1).

BMJ Open

Univariate analysis of our data demonstrated the association between elevated levels of MMP-9 expression and the increased likelihood to develop metastasis (OR = 2.17, 95%CI = 1.48-3.23, p-value = 0.0001) (Table  1).

BMC Cancer

Analysis of evaluation data demonstrated that a decrease in CIpc-CItd(base) of at least 11.62% or an increase of at least 7.43% significantly predicted a bias CItd-CIpc exceeding ±20% (see above).

BMC Anesthesiology

A recent secondary analysis of iPrEx data demonstrated a population-attributable fraction (PAF) for syphilis of approximately 10% with a number needed to treat of approximately 10 to prevent 1 HIV infection.

Clinical Infectious Diseases

The analysis of cyclovoltammetric data demonstrated that a CE mechanism operates in the reduction of strong acids, including the conjugate acid of DMF.

Electrochimica Acta

The sequence analysis of these data demonstrated that the Lerp F6 allele is the result of a partial internal duplication combined with an insertion that places a nearly intact copy of the donor sequence downstream of the intended target sequence.

Biology Open

Expert writing Tips

Best practice

When using the phrase "analysis of data demonstrated", ensure that the data being referred to is clearly defined and the analysis method is appropriate for the data type. Always specify the type of analysis performed (e.g., statistical, thematic) for clarity.

Common error

Avoid using "analysis of data demonstrated" when the data only suggests a trend rather than definitively proving a conclusion. Use weaker verbs like 'indicated' or 'suggested' if the evidence is not conclusive.

Linguistic Context

The phrase "analysis of data demonstrated" functions as a statement of findings, typically within a research context. It asserts that the examination of data has yielded a clear and supportable conclusion. As Ludwig AI confirms, this phrase is considered grammatically correct.

Expression frequency: Common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

The phrase "analysis of data demonstrated" is a grammatically correct and commonly used expression, particularly in scientific and academic writing, to assert a conclusion derived from data examination. Ludwig AI validates its correctness. While suitable for formal contexts, consider alternatives like "data analysis showed" or "findings indicated" for less formal settings. Ensure clarity by specifying the analysis type and avoiding overstatements. Given its strong association with research, its use in Science contexts is most frequent.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data analysis showed

Replaces 'demonstrated' with 'showed' for a slightly less formal tone.

the data analysis indicated

Substitutes 'demonstrated' with 'indicated', implying a pointing towards a conclusion.

data examination revealed

Uses 'examination' instead of 'analysis' and 'revealed' in place of 'demonstrated', suggesting discovery.

the results of data analysis confirmed

Focuses on the 'results' of the analysis and uses 'confirmed' to show validation.

findings from data analysis illustrated

Highlights 'findings' and uses 'illustrated' to indicate clarification through data.

statistical analysis of the data proved

Specifically mentions 'statistical analysis' and uses 'proved' for a stronger affirmation.

evidence from the data suggested

Emphasizes 'evidence' and uses 'suggested', indicating a tentative conclusion.

the data supported the conclusion that

Shifts the focus to how the data 'supported' a pre-existing conclusion.

an evaluation of the data established

Replaces 'analysis' with 'evaluation' and 'demonstrated' with 'established' implying something was set up or founded.

the investigation of data highlighted

Uses 'investigation' instead of 'analysis' and 'highlighted' in place of 'demonstrated', suggesting emphasis.

FAQs

How can I rephrase "analysis of data demonstrated" to sound less repetitive?

You can use alternatives like "data analysis showed", "the data analysis indicated", or "data examination revealed" depending on the specific context and desired level of formality.

Is "analysis of data demonstrated" suitable for formal writing?

Yes, "analysis of data demonstrated" is suitable for formal writing, particularly in academic and scientific contexts. However, for less formal contexts, alternatives like "data analysis showed" might be more appropriate.

What's the difference between "analysis of data demonstrated" and "data analysis suggested"?

"Analysis of data demonstrated" implies a stronger, more conclusive finding, while "data analysis suggested" indicates a more tentative or preliminary conclusion. The choice depends on the strength of the evidence provided by the data.

How to ensure clarity when using "analysis of data demonstrated" in a report?

To ensure clarity, explicitly state the type of analysis performed (e.g., statistical analysis, regression analysis) and clearly describe the key findings that support the demonstrated conclusion. Provide sufficient detail so readers can understand the analysis process and its results.