Used and loved by millions
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
based on the existing information
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "based on the existing information" is correct and usable in written English.
It can be used when referring to conclusions, decisions, or actions that are derived from the information currently available. Example: "Based on the existing information, we have decided to proceed with the project as planned."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(13)
according to available data
given the current knowledge
based on the data available
in my opinion
the data indicates that
the evidence suggests that
according to available evidence
as things stand
to the best of our current understanding
on the basis of information available
based on the available data
according to what is known
in light of the evidence
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
4 human-written examples
Here, to evaluate the validity of the 2Apro as a proper therapeutic target, and based on the existing information and molecular dynamics, a 16-mer peptide was designed to specifically target the active site of protease 2Apro in order to block the activity of CVB3 2Apro.
Science
Production of new information is based on the existing information, and thus the more information is available, the better it can be refined as new products [4].
A total of 37 HMM profiles were generated for C2H2 ZNF gene families based on the existing information on those families.
Science
Based on the existing information about the structure of operons, we propose a hierarchical Bayesian model which improves gene expression estimation by borrowing information from genes within the same operon.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
56 human-written examples
The primary function of the tool is to suggest to clinicians diagnoses to consider at the start of the clinical encounter based only on the existing information in the patient record and the current reason for encounter [ 18].
The methodology suggests that strategies, business areas, and functions within an organization should be considered based on the existing organizational information technology status during the process of adopting web services to support the business needs and requirements.
Themes were identified based on the existing themes and new information from the findings.
Science
28 Based on the existing evidence we obtained information on a priori selected risk factors for asthma from Danish medical registries.
Science
In this paper, based on the existing MAGDM methods with linguistic information, three key evaluation indices, consistency, closeness and uniformity, are proposed to measure the results of MAGDM from different aspects.
Science
These indicators were selected based on the existing vulnerability studies and the available information.
Due to the harsh processing environment and complex processing procedures, the Internet of Things is utilized to realize the accurate perception and seamless acquisition of different processing information based on the existing automation equipment in the enterprise.
Expert writing Tips
Best practice
When using "based on the existing information", ensure the information you're referencing is clearly defined and accessible to your audience.
Common error
Avoid making critical decisions solely "based on the existing information" without verifying its current relevance and accuracy. Always cross-reference with more recent data if available.
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on the existing information" functions as a prepositional phrase that modifies a verb or noun, indicating the foundation or justification for a statement, decision, or action. Ludwig confirms its correct usage.
Frequent in
Science
60%
News & Media
20%
Formal & Business
20%
Less common in
Wiki
0%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "based on the existing information" is a prepositional phrase used to justify decisions or statements with current data. Ludwig AI indicates that it's grammatically correct and usable in written English. While found in various contexts, it's more common in scientific, news, and formal settings. When using this phrase, ensure you're referencing well-defined and accessible data, and avoid over-reliance on potentially outdated or incomplete information. Alternatives include "according to available data" or "drawing from current information".
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
according to available data
Focuses on the data aspect, implying decisions are directly derived from the data itself.
drawing from current information
Emphasizes the act of extracting or using information that is currently accessible.
given the current knowledge
Highlights that decisions are informed by the existing body of knowledge.
relying on present data
Similar to "according to available data", with a stronger emphasis on the reliance on the data.
using the available knowledge
Directly states the use of available knowledge as the foundation.
informed by current findings
Suggests the conclusions or decisions are influenced by the latest findings or discoveries.
considering the known facts
Highlights the importance of considering factual information in the decision-making process.
in light of existing data
Indicates decisions are made while keeping existing data in mind.
premised on present understanding
Emphasizes the role of current understanding as the basis for something.
grounded in available insights
Implies conclusions are well-founded and based on available insights.
FAQs
What does "based on the existing information" mean?
The phrase "based on the existing information" means that a decision, conclusion, or action is derived from the data or knowledge that is currently available.
How can I use "based on the existing information" in a sentence?
You can use it to explain the rationale behind a decision, for example: "Based on the existing information, we are proceeding with the original plan."
What are some alternatives to "based on the existing information"?
Alternatives include "according to available data", "drawing from current information", or "given the current knowledge".
Is it always reliable to make decisions "based on the existing information"?
While it's necessary to start with current knowledge, ensure its accuracy and relevance. Always verify information and update it with new data whenever possible. Avoid over-reliance on outdated or incomplete information.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
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