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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 per information
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "as per information" is not commonly used in written English and may sound awkward.
It can be used when referring to information received or obtained from a source, but it is better to use more standard expressions. Example: "As per information received from the client, the project deadline has been extended."
Science
News & Media
Academia
Alternative expressions(20)
according to the information
based on the information
from what we understand
informed by the data
is equivalent to
in the wishes of
rapidly thereafter
for the immediate future
Very soon
somewhere later
one week before
at the early time
in the next weeks
it is important to remember
during the previous years
to avoid disruption
not yet completed
in accordance with direction from
a couple of books before
if not soon
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
7 human-written examples
Also, as per information available on the EUREF website, a revised edition (5th) of the EC Guidelines is in development [18].
Science
As per information given to journalists by Tepco representative Toshihiko Fukuda, the company thinks the raised strontium-90 and tritium levels in the toxic Fukushima groundwater are related to one of the 2011 water leaks.
Academia
No color means that reaction does not exist in humans, as per information in KEGG map.
As per information from NSAS [ 6], approximately 10percentt of the abstractions were independently recoded.
As per information supplied by the State Fisheries Department, the commercial catch during 1976 to 1981 was in the range of 481 to 5 980 t (Fig. 13.3).
This study has attempted to outline the major difficulties faced by clients in developing country such as Nepal, as per information from national guidelines, WHO, as well as other global HIV bodies.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
53 human-written examples
Treatment doses could be adjusted as per the United States prescribing information; patients randomized to nsNSAIDs could switch between nsNSAIDs; crossover between treatment arms was not allowed, and patients requiring aspirin at baseline were excluded.
"As per our information, not a single cup of black tea was drunk in Afghanistan," he said.
News & Media
"As per preliminary information, Phuge and his son were invited by one of the suspects, who know each other, to celebrate a birthday.
News & Media
"As per our information in that case, after five to seven days they had taken the body out of the sand and made it stand with the help of bamboo, facing the sea," said Pathak.
News & Media
A lag length of 3 was chosen as per Akaike information criterion (AIC).
Science
Expert writing Tips
Best practice
Opt for more common alternatives like "according to the information" or "based on the information" for improved clarity and flow.
Common error
Avoid using "as per information" in casual conversations or informal writing. It can sound stilted and overly formal. Instead, use phrases like "I heard that" or "apparently".
Source & Trust
82%
Authority and reliability
3.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "as per information" functions as a prepositional phrase that modifies a verb or noun, indicating the basis or source of a statement or action. This implies reliance on specific data. As seen in Ludwig, the phrase usually introduces information derived from a document or a reliable source.
Frequent in
Science
57%
News & Media
29%
Academia
14%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "as per information" is used to indicate that a statement or action is based on specific data or details. Ludwig AI indicates that while grammatically acceptable, its usage is not widespread and can sound somewhat formal. For clearer and more common alternatives, consider using "according to the information" or "based on the information". While "as per information" appears in various contexts, it's most frequently found in scientific and news-related sources. Keep in mind that providing the source of the information enhances the credibility and clarity of your writing. Avoid overusing "as per information" in informal contexts.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
according to the information
This alternative is more direct and common in general writing.
based on the information
This alternative emphasizes the foundation of a conclusion or statement.
in accordance with the data
This alternative suggests a more formal and structured alignment with specific data.
pursuant to the details
This alternative is a formal and legalistic way of saying "following the details".
as indicated by the report
This alternative specifies the source providing the information.
from what we understand
This alternative indicates a level of understanding that might not be complete.
following the provided details
This alternative emphasizes adherence to details already given.
consistent with the data
This alternative implies agreement or alignment with existing data.
informed by the data
This alternative suggests data influenced the conclusion.
relying on this information
This alternative emphasizes the dependence on the mentioned information.
FAQs
What does "as per information" mean?
The phrase "as per information" means "according to the information" or "based on the information". It's used to indicate that a statement or action is based on specific data or details.
What are some alternatives to "as per information"?
You can use alternatives like "according to the information", "based on the information", or "in accordance with the data depending on the context.
Is "as per information" formal or informal?
The phrase "as per information" leans towards formal usage. In more casual contexts, it's better to use simpler phrases like "I heard" or "apparently".
How can I make my writing clearer when using "as per information"?
To improve clarity, specify the source of the information. For example, instead of saying "as per information", say "as per the report" or "as per the data provided by the client".
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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
82%
Authority and reliability
3.8/5
Expert rating
Real-world application tested