due to this data

USAGE SUMMARY

The phrase "due to this data" is correct and usable in written English.
It can be used when explaining a reason or cause that is based on specific data or information. Example: "The project was delayed due to this data indicating unforeseen challenges in the timeline."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

Due to this, data and information collected for similar systems used in a normal climate may not be suitable.

Reliability Engineering & System Safety

Due to this data variability, along with differences in epidemiology among diseases of interest and differences across health care systems, we recommend, in general, that researchers use the PVLE estimates to conduct single country analyses.

BMC Medical Research Methodology

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

Due to this constant data growth the information storage, support and maintenance have become a challenge while using the traditional data management approaches, such as structural relational databases.

Journal of Big Data

Due to this, their data may not be as reliable as other data from human lenses.

Biomedical Optics Express

Due to this high data dependence, the model was subjected to robust validation testing, which is described in more detail in the model Technical Report [8].

European Transport Research Review

Due to this missing data, Degni-Segui arrived at his estimate of between 250,000-500,000 250,000-500,000 raped.

Wikipedia

When tested, our observation did not appear to be due to this phenotype (data not shown).

Plosone

Therefore, we do not believe that selection bias due to this missing data could explain the observed associations.

BMC Medical Research Methodology

Due to this limitation, data could not be pooled, which limits comparison of occurrence of ADEs between surgical and nonsurgical patients.

BMC Health Services Research

Thus, compared to the OLTG program, in this case, the c effect from each full-sib family was not entirely confounded with the genetic effect and the tank effect due to this special data structure.

Genetics, Selection, Evolution

78 Due to this encouraging data, a Phase II trial (NCT NCT02153229) is ongoing and a randomized Phase III trial now is being planned, as is further investigation into the basic science of PDT (NCT02106559).

Cancer Management and Research

Expert writing Tips

Best practice

When using "due to this data", ensure the data being referenced is clearly defined and accessible to your audience. This enhances clarity and strengthens your argument.

Common error

Avoid using "due to this data" when the data only shows correlation, not direct causation. Make sure the data is genuinely the cause, not just associated with the effect.

Linguistic Context

The phrase "due to this data" serves as a causal connector, linking specific data to a resulting outcome or conclusion. It introduces an explanation grounded in the information provided by the data. Ludwig indicates this is correct and usable in written English.

Expression frequency: Rare

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "due to this data" is a causal connector used to indicate that specific data is the reason for a particular outcome or conclusion. Ludwig confirms its correctness and usability, particularly in formal and scientific contexts. While not exceedingly common, its precise function in justifying claims with empirical evidence makes it valuable in analytical writing. The alternatives such as "because of this data" or "as a result of this data" offer similar meanings, and it's crucial to ensure the data genuinely supports the claimed causation. It's primary used in science related content.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

because of this data

A more direct and common synonym.

based on this data

Focuses on the data as the foundation for something else.

as a result of this data

Highlights the consequence stemming from the data.

on account of this data

Replaces "due to" with a more formal equivalent.

in light of this data

Suggests the data clarifies or illuminates a situation.

owing to this data

A slightly more formal alternative to "due to".

considering this data

Highlights the act of taking the data into account.

given this data

Emphasizes that the data is the basis for a conclusion.

this data suggests

Shifts the focus to what the data implies.

this data implies

Similar to suggests, but with a stronger sense of indication.

FAQs

How can I use "due to this data" in a sentence?

Use "due to this data" to introduce an explanation or a result that is a direct consequence of specific data. For example, "The project was delayed "due to this data" indicating unforeseen challenges in the timeline."

What are some alternatives to using "due to this data"?

You can use alternatives like "because of this data", "as a result of this data", or "based on this data" depending on the context.

Is it always appropriate to use "due to this data"?

It's most appropriate when the data is the clear and direct cause of the situation you're describing. Ensure that the data directly supports your claim.

What's the difference between "due to this data" and "this data shows"?

"Due to this data" emphasizes causation, meaning the data caused something. "This data shows" simply presents what the data indicates, without necessarily implying causation. They can be used as appropriate.