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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
factual relationships
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "factual relationships" is correct and usable in written English.
It can be used in contexts where you are discussing connections or associations that are based on facts or objective information. Example: "In the study, we examined the factual relationships between economic growth and employment rates."
✓ Grammatically correct
Science
News & Media
Heritage Science
Egyptian Journal of Forensic Sciences
Environmental Health: A Global Access Science Source
BMC Plant Biology
Science Magazine
The Guardian - Music
Arthritis Research and Therapy
Critical Care
BMC Medical Education
Vice
The Guardian - Opinion
The Guardian
Huffington Post
CBE Life Sciences Education
TechCrunch
Speech Communication
The New York Times
The Guardian - Stage
BMC Health Services Research
Diabetes Care
Animal Genetics
Alternative expressions(19)
factual relation
established link
objective relation
factual relations
established relationship
connection over
bond over
hand over
prior linked
previously connected
earlier linked
previously tied
a common correlation
general trend
recurring pattern
a common alignment
actual relation
factual relationship
desired connection
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
1 human-written examples
The novelty of 'Polygnosis' platform lies in the fact that categorical and factual relationships are central to the intellectual structure of the subject space of this learning system.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
Article 293 (1) Any person who, by gifts or promises of money or goods or abuse of dominance resulting from factual relationship or deceit, intentionally forces a minor, whose minority he knows or reasonably should presume, to commit any obscene act with him or to tolerate such act shall be punished by a maximum imprisonment of five years.
Assuming that the factual relationship is wrongly assumed linear, an additional heat wave effects would try to compensate the difference between these two curves.
Finally, a question might be posed to what extent the obtained results reflect the factual genetic relationships in the assembled rye collection.
Science
Rather, this text should help the reader see and understand the main factual trends and relationships in the data presented in the tables and figures.
Science & Research
That is not modesty on my part; it is an attempt to give a factual picture of the relationship".
News & Media
In this study, data demonstrated that the cartilage volume loss was factual, reinforcing the causal relationship between meniscal extrusion and cartilage loss [ 7, 23- 25].
Analysis of the relationship between factual recollection score and age in the ICU group revealed that the correlation coefficient was -0.352 (P < 0.001); in the reference group it was -0.327 (P = 0.023; Fig. 1).
Science
An example of a mind map created by a medical student in this study can be found in Figure 2. Since critical thinking is dependent upon both content (domain) knowledge and problem familiarity,[ 15] mind mapping may facilitate critical thinking because it fosters student retention of factual information, as well as relationships between concepts[ 25].
Science
The NY Post not only managed to scoop Huffington by more than a week, but also made a couple glaring factual errors regarding Lesley's relationship with Chloe Sevigny.
News & Media
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News & Media
Expert writing Tips
Best practice
When using "factual relationships", ensure the relationships are indeed supported by verifiable evidence. Avoid presenting subjective interpretations as factual connections.
Common error
A common error is to assume that because two things are factually related, one causes the other. Always investigate underlying mechanisms and avoid jumping to causal conclusions based solely on observed relationships.
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "factual relationships" functions primarily as a noun phrase, where 'factual' acts as an adjective modifying the noun 'relationships'. It describes connections or associations that are based on objective and verifiable information. As Ludwig AI confirms, it is a usable phrase.
Frequent in
Science
35%
News & Media
30%
Formal & Business
15%
Less common in
Heritage Science
5%
Egyptian Journal of Forensic Sciences
5%
Vice
5%
Ludwig's WRAP-UP
In summary, "factual relationships" is a grammatically sound and commonly used phrase that refers to connections or associations based on verifiable evidence. As confirmed by Ludwig AI, the phrase is well-accepted and suitable for various contexts. It is especially prevalent in scientific, news, and formal business environments. When using this phrase, ensure that the relationships are indeed supported by facts and avoid assuming causation from correlation. Alternatives like "verifiable connections" or "objective links" can offer nuanced variations, but should only be used if their meaning is equivalent to the original phrasing.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
verifiable connections
Focuses on the confirmable aspect of the relationships, implying that they can be proven.
objective links
Emphasizes the impartiality and unbiased nature of the connections.
evidence-based associations
Highlights that the relationships are supported by empirical evidence.
factual correlations
Specifically points to a statistical relationship supported by data.
data-driven relations
Suggests the connections are derived from and guided by data analysis.
empirically supported relationships
Highlights that the relationships have been tested and confirmed through empirical methods.
reality-based connections
Stresses that the relationships are grounded in real-world observations and experiences.
verifiable interdependencies
Emphasizes the mutual reliance and confirmability of the relationships.
demonstrable links
Highlights that the connections can be clearly shown or proven.
established associations
Suggests the relationships are well-known and accepted as true.
FAQs
How can I use "factual relationships" in a sentence?
You can use "factual relationships" to describe connections between entities or concepts that are based on verifiable information. For example: "The study examined the "factual relationships" between poverty and crime rates".
What are some alternatives to using "factual relationships"?
Alternatives include "verifiable connections", "objective links", or "evidence-based associations", depending on the specific nuance you want to convey.
How do I ensure that I'm accurately representing "factual relationships"?
Always cite your sources and provide evidence to support the relationships you claim are factual. Double-check your data and avoid making assumptions based on limited information.
What is the difference between "factual relationships" and "perceived relationships"?
"Factual relationships" are based on objective evidence, while "perceived relationships" are based on subjective beliefs or interpretations. The former can be verified, while the latter may not be.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested