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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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by the data of

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "by the data of" is correct and usable in written English.
It can be used when referencing or attributing information derived from specific data sources or datasets. Example: "The conclusions drawn in this report are supported by the data of the recent survey conducted in June."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Figure 5 is the graph of φ ( n ) computed by the data of S&P 500.

This is confirmed by the data of this work given in Table 4.

The metric contributed by the data of an AP has an interesting property that may be described as follows.

The structure of 1 has been proved by the data of elemental analysis, IR spectroscopy and NMR (1H, 13C) technique.

The degradation mechanism was further supported by the data of pH change and the morphology of the degraded PLGA sponges.

The resulting increase of the bandgap with x value is confirmed by the data of ab-initio calculations.

The results of numerical simulation are supported by the data of expedition observations and in situ measurements.

The study concluded that the two techniques offered similar outcomes; this is not supported by the data of this study with regard to military-specific outcomes.

The structure has been proved by the data of elemental analysis, IR spectroscopy, NMR (1H, 13C) technique and by X-ray diffraction analysis.

The structure of 1 has been proved by the data of elemental analysis, IR spectroscopy, NMR (1H, 13C) technique and X-ray diffraction analysis.

In addition, the formation of nanocomposites containing Cu/Cu2O nanoparticles from IMCs is corroborated by the data of transmission electron microscopy (TEM) (Fig. 2).

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Expert writing Tips

Best practice

When using "by the data of", ensure the data source is clearly identified and reliable. This strengthens the credibility of your statement.

Common error

Avoid using "by the data of" without specifying the source or type of data. For example, instead of saying "the results were determined by the data of", specify "the results were determined by the data of the patient survey."

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

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Real-world application tested

Linguistic Context

The phrase "by the data of" functions as a prepositional phrase modifying a verb or noun. It indicates the basis or source for a claim, finding, or conclusion. Ludwig examples show it frequently links results to empirical evidence.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

The phrase "by the data of" is a prepositional phrase commonly used to indicate that a statement or conclusion is supported or derived from specific data. As Ludwig AI confirms, it's grammatically correct and frequently found in scientific and formal contexts, particularly in academic papers and research reports. When using "by the data of", ensure you clearly identify the data source to strengthen the credibility of your statements. Alternatives include "according to the data from" and "based on the data from", which can provide a more concise way to express the same idea.

FAQs

How can I use "by the data of" in a sentence?

Use "by the data of" to indicate that information or conclusions are derived from a specific set of data. For example, "The hypothesis was supported "by the data of" the clinical trial."

What are some alternatives to using "by the data of"?

Alternatives include phrases like "according to the data from", "based on the data from", or "as indicated "by the data"". Consider the specific nuance you want to convey when choosing an alternative.

Is it better to use "according to the data" or "by the data of"?

Both phrases are grammatically correct, but "according to the data" is often more concise and direct. "By the data of" can be useful when you want to emphasize the specific origin or collection method of the data.

What's the difference between "by the data of" and "with the data of"?

"By the data of" implies derivation or support, while "with the data of" suggests using the data as a tool or resource. For example, "The analysis was performed "with the data of" the survey" versus "The conclusion was supported "by the data of" the survey".

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Most frequent sentences: