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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
as indicative only
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase 'As indicative only' is correct and usable in written English.
You can use it when you are providing information as a guide or reference, rather than as a definite and authoritative statement. Example: 'The pricing information we have provided is as indicative only - actual prices may vary.'.
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(20)
for illustrative purposes only
to be taken as a guide only
preliminary findings
should be viewed as a suggestion only
for informational purposes only
to be used as a reference only
approximate values
rough estimate
purely for review purposes
solely for illustrative reasons
viewable but not touchable
for scent purposes only
just as a visual aid
for teaching purposes exclusively
for descriptive purposes only
for analysis purposes only
for defense purposes only
for show only
for display purposes only
for experimental purposes only
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
10 human-written examples
At present, these profiles should therefore be considered as indicative only.
Therefore the QTc results in this trial must be regarded as indicative only.
Science
We believe that at present the results shown in Table 2 should be seen as indicative only.
Science
The lack of any control group means that our results need to be seen as indicative only.
Science
These differences were significant at the P <0.05 level, but not following strict Bonferroni corrections and should therefore be treated as indicative only.
The actual estimates presented here should be regarded as indicative only as further development of the measures, and their application to local data are needed.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
50 human-written examples
The drug costs we have calculated are indicative only, as they will depend on the actual drug and dose chosen and may vary over time and between organisations due to locally negotiated prices.
Science
A2: The number of years needed for achieving different university degrees as given in the specification is indicative only.
As such, the quantitative needs were indicative only of their magnitude in each domain of participation.
Science
Given the small numbers of participants involved in this pilot trial, all analyses should be considered indicative only and not appropriate as a basis for clinical decision making.
As such, any rank ordering of intervention can be indicative only, and should never be interpreted in a mathematical manner.
Science
Expert writing Tips
Best practice
Use "as indicative only" to clearly signal that the data or information presented should not be interpreted as final or definitive, but rather as a general guide or approximation. This is especially useful in scientific reports or financial projections where exact figures are difficult to obtain.
Common error
Avoid presenting information qualified with "as indicative only" as if it were conclusive. Ensure the surrounding text reinforces the tentative nature of the data to prevent misinterpretations.
Source & Trust
86%
Authority and reliability
4.4/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "as indicative only" functions as an adverbial modifier, qualifying the certainty or precision of a statement. It clarifies that the information provided is meant to be suggestive or approximate, rather than definitive. Ludwig AI confirms its correctness and usability.
Frequent in
Science
60%
News & Media
20%
Formal & Business
20%
Less common in
Encyclopedias
0%
Wiki
0%
Social Media
0%
Ludwig's WRAP-UP
The phrase "as indicative only" is a grammatically sound expression used to qualify information as a guide or approximation rather than a definitive statement. As confirmed by Ludwig AI, it's correct and usable in various contexts, particularly within science, news, and formal business settings. This adverbial modifier is effective for preventing misinterpretations and promoting a balanced understanding of data. When writing, remember to reinforce the tentative nature of any information presented "as indicative only". Alternatives include "for illustrative purposes only" and "preliminary findings".
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
indicative but not definitive
Maintains the indicative nature of the information while clarifying that it's not conclusive.
for illustrative purposes only
Emphasizes the use of information as an example rather than a precise representation.
to be taken as a guide only
Highlights the role of information as a general guideline, not a strict rule.
should be viewed as a suggestion only
Positions the information as a recommendation, open to interpretation and adjustment.
for informational purposes only
Stresses the informative nature of the data, without guaranteeing accuracy or completeness.
to be used as a reference only
Indicates that the information serves as a point of reference, not a definitive source.
approximate values
Highlights that the values should be seen as an estimation and not a final or exact value.
preliminary findings
Specifies the data are initial results and subject to change with further investigation.
estimates only
Replaces the entire expression with a shorter, more direct statement.
rough estimate
Implies an approximate calculation, likely lacking precision or thoroughness.
FAQs
How can I use "as indicative only" in a sentence?
You can use "as indicative only" to qualify data or information, signaling that it's a guide or approximation, not a definitive statement. For example: "The initial findings should be treated "as indicative only"."
What does "as indicative only" mean?
"As indicative only" means that the information provided is meant to serve as a general idea or guide, but it's not necessarily precise or complete. It suggests that further investigation or confirmation may be needed.
What are some alternatives to "as indicative only"?
Alternatives include "for illustrative purposes only", "to be taken as a guide only", or "preliminary findings", all of which convey a similar sense of qualification or approximation.
Is it appropriate to use "as indicative only" in formal writing?
Yes, it's perfectly appropriate. It is often used in formal writing, especially in scientific or technical contexts, where providing precise data may be impossible or premature, but some information is still useful. It sets an accurate expectation.
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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
86%
Authority and reliability
4.4/5
Expert rating
Real-world application tested