due to data differences

USAGE SUMMARY

The phrase "due to data differences" is correct and usable in written English.
It can be used to explain a situation or outcome that arises from variations or discrepancies in data. Example: "The results of the experiment were inconclusive due to data differences between the two groups."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

In some cases, these requests were not accepted due to data differences.

The New York Times

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

The differences are due to data availability and the applicability of existing models.

Computers and Electronics in Agriculture

As mentioned above, due to missing data differences across the 10 environmental measures, the overlap in the samples used in the GE interaction analyses was not complete.

Behavior Genetics

a Sample size varies due to missing data; Difference across specialties, χ2 or Fisher's Exact bp < 0.01 cp < 0.05 For training in individual aspects of obesity management, a significantly lower proportion of family medicine respondents reported training residents in treatment and diagnosis of complications of childhood obesity (Table 2).

BMC Medical Education

Due to missing-data differences, these numbers varied across the 10 environmental measures.

Behavior Genetics

Baseline data may not be available, and there may be a lack of comparable disaster damage and loss data due to differences in data recording and standards over time and across countries (European JRC 2015).

International Journal of Disaster Risk Science

It has also been suggested that childlessness is associated with high levels of alcohol consumption [ 21, 22]; however, this study was not able to investigate childless women's level of alcohol consumption in comparison to population data due to differences in data reporting and changes to Australian alcohol guidelines.

BMC Women's Health

Due to absent differences, data from different age groups and gender were pooled.

Critical Care

The sufficient numbers of epigenetic states in the human and medaka data differed due to the difference in data quality.

BMC Genomics

A similar observation was made with primary human (HUVEC) cells, indicating that this is not due to species differences (data not shown).

Plosone

Although the manufacturers have developed platform-specific quality controls, they are often not adequate for cross-platform comparisons, particularly for the evaluation and standardization of transcriptomic data due to differences in protocols, data processing and analysis methods.

BMC Genomics

Expert writing Tips

Best practice

When writing scientific reports, use "due to data differences" to clearly attribute variations in results to discrepancies in the data collected or used.

Common error

Avoid using "due to data differences" when you simply mean "because of data differences". Ensure a clear cause-and-effect relationship exists between the data differences and the outcome you're describing.

Linguistic Context

The phrase "due to data differences" functions as a causal connector, linking data discrepancies to specific outcomes or results. Ludwig AI confirms its usability in written English, explaining situations arising from data variations.

Expression frequency: Common

Frequent in

Science

65%

News & Media

20%

Formal & Business

15%

Less common in

Ludwig's WRAP-UP

In summary, "due to data differences" is a grammatically correct phrase used to attribute outcomes to variations or discrepancies in data. Ludwig AI validates its usability, and its application is common across scientific and news contexts. While alternatives like "because of data discrepancies" exist, maintaining clarity in expressing causal relationships is crucial. Remember to use this phrase to provide a clear explanation for results when differences in data are the primary reason.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

because of data discrepancies

Replaces "due to" with "because of" and "differences" with "discrepancies" maintaining the causal relationship.

owing to data variations

Substitutes "due to" with "owing to" and "differences" with "variations" to convey a similar meaning.

as a result of data divergence

Uses "as a result of" to replace "due to" and "divergence" instead of "differences", focusing on the diverging nature of the data.

attributable to data variations

Employs "attributable to" which is a more formal way of saying "caused by" and uses "variations" in place of "differences".

stemming from data discrepancies

Replaces "due to" with "stemming from", indicating that the differences arise or originate from data discrepancies.

caused by data dissimilarities

Directly states the cause using "caused by", and replaces "differences" with "dissimilarities".

on account of data discrepancies

Uses "on account of" as a substitute for "due to", offering a slightly more formal tone.

resulting from data disparities

Emphasizes the result using "resulting from", and uses "disparities" which highlights the unequal or inconsistent nature of the data.

in light of data divergence

Uses "in light of" to suggest consideration of data divergence as the reason.

because data sets are not uniform

Expresses the reason for the differences more explicitly, stating the non-uniformity of the datasets.

FAQs

How do I use "due to data differences" in a sentence?

Use "due to data differences" to explain that variations or discrepancies in data are the cause of a particular result or observation. For example, "The inconsistent findings were "due to data differences" between the two studies".

What are some alternatives to "due to data differences"?

You can use alternatives like "because of data discrepancies", "owing to data variations", or "as a result of data divergence" to convey a similar meaning.

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

Ensure that the sentence clearly indicates a causal relationship where the data differences directly lead to the observed outcome. If the relationship is not causal, rephrase using alternatives such as "related to data discrepancies".

What's the difference between "due to data differences" and "related to data differences"?

"Due to data differences" implies a direct causal relationship, while "related to data differences" suggests an association or correlation without necessarily implying causation.