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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
analysed based on
Grammar usage guide and real-world examplesUSAGE SUMMARY
"analysed based on" is grammatically correct and is commonly used in written English.
It is often used when describing the method or criteria used for analyzing something. Example: The data will be analysed based on several key factors, including age, income, and education level.
✓ Grammatically correct
Science
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
60 human-written examples
Fishery performance from 1980 to 2007 was analysed based on catch data and model outputs.
Science
Band structure obtained are analysed based on Density of States (DOS).
Personal respirable samples were collected and analysed based on NIOSH 0600 and 7500 methods.
Science
The results have been analysed based on various sizes of datasets, better results have been achieved with increasing dataset size.
Science
Data are transcribed and analysed based on grounded theory.
Science
Decision-making at each decisional level (political, organisational and clinical) are analysed based on specific approaches.
Determination of tight-binding ligand characteristics were analysed based on the equation developed by Morrison [29].
Science
Structural disparity among the seeds of four crops was analysed based on annotated pathways.
Science
Data concerning microbiological testing were analysed based on the WHONET software, version 5.4.
Science
Data on nutritional status were analysed based on the new growth reference from the World Health Organisation.
Science
The target and non-target lesions were analysed, based on SUV levels by a PET nuclear medicine expert.
Science
Expert writing Tips
Best practice
When using "analysed based on", ensure that the criteria or methods used for the analysis are clearly stated to provide context and enhance credibility.
Common error
Avoid vague statements like "The data were analysed based on various factors". Instead, explicitly list the factors used: "The data were analysed based on age, income, and education level."
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "analysed based on" functions as a prepositional phrase specifying the criteria or methodology used in an analysis. As evidenced by Ludwig, it often appears in scientific and formal contexts to provide clarity about the analytical process.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Academia
0%
Ludwig's WRAP-UP
In summary, "analysed based on" is a grammatically correct phrase commonly used to specify the criteria or methods employed in an analysis. As Ludwig AI confirms, it's widely accepted and particularly prevalent in scientific and formal writing. To ensure clarity, always explicitly state the criteria used for the analysis. While alternatives like "assessed according to" exist, the key is to maintain precision and transparency in describing your analytical approach.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
assessed according to
Replaces "analysed" with "assessed" and "based on" with "according to", offering a slightly different emphasis on the evaluation process.
evaluated with respect to
Substitutes "analysed" with "evaluated" and rephrases "based on" for a more formal tone.
examined in light of
Replaces "analysed based on" with a more figurative expression, indicating a consideration of something from a particular perspective.
investigated considering
Uses "investigated" instead of "analysed" and "considering" in place of "based on", implying a deeper level of inquiry.
determined by means of
Replaces "analysed based on" with a phrase that emphasizes the method used to reach a conclusion.
judged on the grounds of
Emphasizes the judgmental aspect of the analysis, focusing on the criteria used for making an evaluation.
studied in terms of
Focuses on the perspective or framework used in the analysis, rather than the analysis itself.
interpreted using
Highlights the act of interpretation as the core of the analysis process.
deduced from
Indicates that the analysis involves drawing conclusions from a set of information.
derived using
Suggests a process of obtaining results through a specific method or formula.
FAQs
How can I use "analysed based on" in a sentence?
Use "analysed based on" to describe how something was evaluated. For example, "The results were "analysed based on" the new growth reference from the World Health Organisation."
What are some alternatives to "analysed based on"?
Alternatives include "assessed according to", "evaluated with respect to", or "examined in light of", depending on the specific context.
Is it better to use "analysed based on" or "analysed on the basis of"?
"Analysed based on" and "analysed on the basis of" are similar, but "analysed based on" is more concise. The choice depends on the desired level of formality and sentence structure.
Can "analysed based on" be used in all types of writing?
Yes, "analysed based on" is appropriate for various writing styles, especially in academic, scientific, and professional contexts. However, consider using simpler alternatives in informal settings.
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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
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested