Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
due to copying
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "due to copying" is correct and usable in written English.
It can be used to indicate that something is a result of the act of copying, often in contexts related to errors, duplication, or issues arising from replication. Example: "The document was delayed due to copying errors that needed to be corrected before submission."
✓ Grammatically correct
Science
Alternative expressions(2)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
3 human-written examples
The highest number of hops has Epidemic routing, due to copying messages to all nodes encountered.
Due to copying, the value provided by most sources may not be the correct value.
Science
This overhead has different origins: for the original code, it is probably due to reading the parameter files from disk, while for the CUDA code, it is most likely due to copying parameters and other data between the GPU and CPU.
Human-verified similar examples from authoritative sources
Similar Expressions
57 human-written examples
The copy number for α2 is the same as that for M1, which implies that the differences in volumetric productivity and secretory stress are not due to copy number or a result of secretion saturation.
Science
The lower sequence divergence observed in the IRs rather than LSC and SSC regions for Phoebe species is likely due to copy correction between IR sequences by gene conversion (Khakhlova and Bock 2006).
Science
This variation was construed to be due to copy number variation (CNV) of the 3.4 kb repeat units.
Science
This expression pattern may be in part due to copy number gain as PTK6 maps to Chromosome 20q13.3, a region frequently amplified in breast tumors.
Science
This study provides the first evidence that the NEDD9 gene is subject down-regulation at the transcriptional level due to copy number loss in NPC tumors.
Science
If not, it means that there is systematic bias in the coverage, indicating that the results in this run are not reliable (due to copy number variations, sequencing error, or library duplications, etc).
Science
Glutathione-S-transferases (GSTs) play an important role in tobacco smoke detoxification, interestingly approximately 50% of individuals in most human populations lack the gene GSTM1 due to copy number variation (CNV).
Science
The change in expression due to copy number is characterized by an effect size parameter α.
Science
Expert writing Tips
Best practice
Use "due to copying" when you want to clearly indicate that a specific outcome or problem is a direct consequence of the act of copying. Ensure the context makes it clear what is being copied and why it's relevant.
Common error
Avoid using "due to copying" directly after a verb. Instead, restructure the sentence to use it as an adjective phrase modifying a noun. For example, instead of "The error occurred due to copying", write "The error was due to copying".
Source & Trust
80%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "due to copying" functions as a causal connector, linking an effect to its cause. It introduces the reason or explanation for something, as demonstrated in Ludwig's examples.
Frequent in
Science
60%
News & Media
20%
Formal & Business
20%
Less common in
Wiki
0%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "due to copying" serves as a causal connector, explaining that something occurred as a direct result of copying. Ludwig AI classifies this phrase as grammatically correct, though examples are relatively rare. The phrase is often found in scientific contexts, with neutral formality. To ensure correct usage, avoid placing "due to copying" directly after a verb and use it to modify a noun. Alternatives include "because of copying" and "as a result of copying". By understanding its function and context, you can effectively use "due to copying" in your writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
because of copying
Replaces "due to" with "because of", maintaining the same causal meaning but with a slightly different emphasis.
as a result of copying
Substitutes "due to" with "as a result of", offering a more formal tone while indicating the same cause-and-effect relationship.
resulting from copying
Uses a participial phrase to indicate the cause, providing a more concise and direct connection.
caused by copying
Employs a passive construction to highlight the cause, suitable when focusing on the action of copying.
owing to copying
Offers a more formal alternative to "due to", suitable for academic or professional writing.
on account of copying
Provides another formal option, emphasizing the reason or basis for the effect.
attributable to copying
Suggests that the effect can be ascribed or credited to the act of copying.
in consequence of copying
Presents a more emphatic and formal way of stating the causal relationship.
in light of copying
Indicates that the effect is happening considering the act of copying, or that copying activity affects the process in progress.
given copying
Expresses the outcome based on the premise or condition of copying.
FAQs
How can I use "due to copying" in a sentence?
Use "due to copying" to explain that something happened as a direct result of the act of copying. For example: "The errors were "due to copying" the wrong files."
What are some alternatives to "due to copying"?
You can use phrases like "because of copying", "as a result of copying", or "resulting from copying" depending on the context.
Is it correct to say "the problem is due to copying"?
Yes, "the problem is "due to copying"" is a grammatically correct sentence. It clearly indicates that the act of copying caused the problem.
What's the difference between "due to copying" and "because of copying"?
While both phrases convey a causal relationship, ""due to copying"" often acts as an adjectival phrase, while "because of copying" functions as an adverbial phrase. In many cases, they are interchangeable, but using "due to" is sometimes considered more formal.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
80%
Authority and reliability
4.1/5
Expert rating
Real-world application tested