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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
generalize this information
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "generalize this information" is correct and usable in written English.
You can use it when asking someone to draw broader conclusions or apply specific details to a wider context. Example: "After analyzing the data, please generalize this information to help us understand the overall trends."
✓ Grammatically correct
Science
Alternative expressions(1)
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
Our small sample size and relatively short study period limits the ability to generalize this information.
Science
Likewise, if they learned that an area containing salamander cues was not dangerous, then they may be able to generalize this information to other similar smelling habitats.
Science
If the embryos were learning that an area that contains salamander odour was dangerous, then they may be able to generalize this information to other similar habitats, for example, those that smell of newts.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
57 human-written examples
This development leads one to generalize the information theory of fractional order.
Science
We then generalize this framework to a scenario with imperfect information regarding the firms' marginal cost.
Science
Some clever math allows the system to determine which microfacets will reflect light toward the virtual viewer, then generalize that information among similar microfacets according to a normal distribution.
News & Media
You may try to delete the unnecessary information, distort the information you don't want or generalize the information that is simple.
Wiki
Brighouse and Fleurbaey (2010) generalize this result.
Science
In theory, the output could be any value in the range of the output variable but the ANN generalizes the information obtained from the training set, i.e. the input patterns with known output, and takes an educated guess about what the most likely value for this output would be.
Science
Overall, the results suggest that 15-month-olds are sensitive to the sampling information they observe and use this information to guide whether to generalize efficacy information they learn from imitation.
The high frequency of this unverified category makes it difficult to generalize any information regarding the makeup of the types of counterfeit categories detected in the legitimate supply chain.
Expert writing Tips
Best practice
When using "generalize this information", ensure that the context provides sufficient data or evidence to support the broader conclusions you are drawing. Avoid overgeneralizing from limited or unrepresentative samples.
Common error
Avoid the trap of overgeneralizing. Just because something is true in one specific instance doesn't mean it applies universally. Always consider potential exceptions and limitations when you "generalize this information."
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "generalize this information" functions as a verb phrase with a direct object. Generalize is the verb, indicating the action of extending specific details to a wider context, and this information is the object being acted upon. Ludwig provides examples demonstrating its use in scientific and academic contexts.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "generalize this information" is a grammatically correct and usable phrase in English, primarily found in formal and scientific contexts. Ludwig's analysis reveals that it is used to describe the process of drawing broader conclusions from specific data or findings. It's crucial to avoid overgeneralization and to ensure that any conclusions drawn are supported by sufficient evidence. While the phrase is relatively infrequent, its meaning is clear and its usage appropriate in academic and research settings.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
extrapolate these findings
Focuses on extending the conclusions beyond the original data set.
broaden this understanding
Emphasizes widening the scope of comprehension.
draw wider inferences from this data
Highlights the act of making deductions on a larger scale.
abstract general principles from this
Stresses the derivation of overarching rules or laws.
derive overarching themes from this
Emphasizes identifying the recurring ideas or patterns.
synthesize this knowledge
Implies combining different pieces of information into a coherent whole.
formulate a broader perspective on this
Highlights the development of a more inclusive viewpoint.
create a more general model from this
Focuses on building a less specific representation.
develop a universal concept from this
Stresses the creation of an idea that applies everywhere.
scale this information
Focuses on extending the information from an initial scope to larger
FAQs
How can I appropriately use "generalize this information" in a research paper?
In academic writing, "generalize this information" is used to describe the process of extending specific findings to a broader population or context. Ensure your methodology and data support such generalizations, and acknowledge any limitations.
What are some alternatives to "generalize this information"?
Depending on the context, you can use alternatives like "extrapolate these findings", "broaden this understanding", or "draw wider inferences from this data".
Is it appropriate to "generalize this information" from a small sample size?
Generalizing from a small sample size can be problematic. Statistical significance may be lacking, and the results may not accurately represent the broader population. Acknowledge this limitation when presenting your conclusions.
What does it mean to "generalize this information" in the context of machine learning?
In machine learning, "generalize this information" refers to the ability of a model to accurately predict outcomes on new, unseen data based on the patterns it learned from the training data. Overfitting can hinder a model's ability to generalize.
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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
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested