analysis of data demonstrates that

USAGE SUMMARY

The phrase "analysis of data demonstrates that" is correct and usable in written English.
You can use it when presenting findings or conclusions based on data analysis in research or reports. Example: "The analysis of data demonstrates that there is a significant correlation between exercise and improved mental health."

✓ Grammatically correct

Science

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

The comparative analysis of these data demonstrates that introduction of phenoxy instead of morfolido groups into the structure of CAPh derivative allowed to decrease by two orders its effective toxic concentration against leukemic cells.

Nanoscale Research Letters

Principal component analysis of our data demonstrates that much of the variation (28.9%) in gene expression levels in our study is strongly associated with RNA sample RIN scores associated with RIN scores P <10−7; no other PCs are significantly associated with either sample storage time or RIN score; Additional file 3: Table S2).

BMC Biology

The analysis of this data demonstrates that the water to cement ratio of the concrete has only a limited impact of the sulfate attack expansion of the concrete for each type of cement tested.

Structural Engineering, Mechanics and Computation Proceedings of the International Conference on Structural Engineering, Mechanics and Computation 2–4 April 2001, Cape Town, South Africa

The analysis of the data demonstrates that the relationship between the sulfate attack expansion and time is not linear.

Structural Engineering, Mechanics and Computation Proceedings of the International Conference on Structural Engineering, Mechanics and Computation 2–4 April 2001, Cape Town, South Africa

The analysis of these data demonstrates that barometric variations caused by a gigantic earthquake like the Tohoku Earthquake can be observed with a standard barometer and that vertical movements can be derived from barometric variations.

Earth, Planets and Space

The analysis of our data demonstrates that HDACi induce significant cell-line specific effects on genes involved in the regulation of a number of critical tumor processes including angiogenesis, mitosis, DNA replication, recombination and repair and apoptosis.

BMC Medical Genomics

They do this for the United States over the period 1940 to 2000, and show that pooled analysis of individual data demonstrates that fertility is related to wife's and husband's age, negatively related to education, and of course, lower for women who participate in the labor market.

Demographic Research

Meta-analysis of microarray data demonstrates that cell lines, losing the organization required to form tissues, express both a smaller proportion of genes, and a different set of clustered genes, as compared to that observed in intact tissues in vivo [52].

Plosone

Moreover, a meta-analysis of pharmacokinetic data demonstrates that, within the clinically relevant dose exposure range, increased circulating levels of sunitinib are in fact associated with improved clinical outcome in mRCC patients, including longer time to progression and longer overall survival [ 31].

Angiogenesis

The above analysis of the MAQC data demonstrates that the magnitude of technical noise in microarray data has been gravely exaggerated, which point of view is likely to originate from the deterministic way of thinking that attributes all the variability in the data to measurement errors, thereby entirely ignoring the fact that the biological signal x ij is random.

Biology Direct

Analysis of the observed data demonstrates that excellent final effluent quality can be obtained with a wide range of air-induced velocity gradients (G) and with dissolved oxygen levels as low as 0.5 mg/l.

Advances in Environmental Research

Expert writing Tips

Best practice

When using the phrase "analysis of data demonstrates that", ensure your data analysis is thorough and the conclusions are directly supported by the evidence. Avoid making overly broad claims that the data cannot substantiate.

Common error

Avoid using "analysis of data demonstrates that" to present speculative or weakly supported claims. Ensure your conclusions align with the strength and scope of your data.

Linguistic Context

The phrase "analysis of data demonstrates that" serves as a declarative statement, presenting a conclusion derived from a systematic examination of information. It asserts a direct relationship between the analysis process and the resulting insight. Ludwig confirms its proper usage.

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Ludwig's WRAP-UP

The phrase "analysis of data demonstrates that" is a formal expression used to present conclusions derived from a structured examination of data. Ludwig indicates the phrase is grammatically sound and suitable for academic and scientific writing. While examples are currently limited, this phrase is best used when you want to clearly state that your data analysis directly supports your findings. Remember to avoid overstating your conclusions and ensure the analysis is robust.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data analysis indicates that

Replaces "demonstrates" with a synonym, "indicates", maintaining a similar level of formality.

the data analysis suggests that

Uses "suggests" instead of "demonstrates", implying a slightly weaker conclusion.

analysis of the data reveals that

Substitutes "demonstrates" with "reveals", suggesting the analysis uncovers something previously unknown.

the findings from the data analysis show that

Replaces "analysis of data" with "findings from the data analysis", emphasizing the results.

based on the data analysis, it is clear that

Adds a stronger emphasis on the clarity of the conclusion derived from the analysis.

the statistical analysis confirms that

Specifies the type of analysis as "statistical", indicating a quantitative approach.

an examination of the data proves that

Uses "proves" instead of "demonstrates", implying a more definitive and conclusive result.

the data analysis leads to the conclusion that

Emphasizes the process of reaching a conclusion through data analysis.

from the data analysis, we can infer that

Highlights the act of drawing an inference or deduction from the data analysis.

the evidence from the data analysis supports the idea that

Focuses on the supporting evidence that the data analysis provides for a specific idea.

FAQs

What are some alternatives to saying "analysis of data demonstrates that"?

You can use alternatives like "data analysis indicates that", "the data analysis suggests that", or "analysis of the data reveals that", depending on the nuance you want to convey.

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

Here's an example: "The analysis of data demonstrates that there is a strong correlation between exercise and improved mental health."

What is the level of formality of the phrase "analysis of data demonstrates that"?

The phrase "analysis of data demonstrates that" is generally considered formal and suitable for academic, scientific, or professional writing.

Is it better to say "data analysis shows that" or "analysis of data demonstrates that"?

Both phrases are grammatically correct, but "analysis of data demonstrates that" is more formal and emphasizes the rigorous nature of the analysis. "Data analysis shows that" is a simpler, less formal option.