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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
Based on your interaction
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "Based on your interaction" is correct and usable in written English.
You can use it when referring to conclusions or actions that are derived from someone's previous engagement or communication. Example: "Based on your interaction during the meeting, we have decided to move forward with your proposal."
✓ Grammatically correct
News & Media
Wiki
Science
Alternative expressions(19)
Based on your reaction
given your reaction
Based on your feedback
based on your feedback
in response to your input
following your suggestions
as a result of your insights
based on
In response to your input
Following your suggestions
As a result of your insights
Guided by your recommendations
Taking your advice into account
Considering what you said
Based on your comment
Based on your subject
Based on your notes
Based on your comments
Based on your real
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
It recommends topics, visualized points of intersection between topics and new feeds based on your interaction with the subscriptions you already have.
News & Media
Scroll down to "Edit," add Snapchat and your "Snapchat Best Friends" (based on your interaction) who have created personalized Bitmoji avatars for themselves will automatically appear as widgets on the home screen.
News & Media
"Just based on your interaction, if you're a judge, what you see is something that looks like it works for you," Krista Larson, director of the Center for Youth Justice at the Vera Institute of Justice, told The Huffington Post.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
57 human-written examples
Based on your interactions with it over the years, Google would know your habits, your preferences and your budget.
News & Media
Klip will suggest videos and users to you based on your interactions in the app over time.
News & Media
They have the capacity for some intelligence and over time they can learn, based on your interactions, to get better at anticipating your needs (at least in theory).
News & Media
Similar to the iPad app, NewsMix features Sobees' proprietary curation technology, which will will automatically prioritize and curate Twitter and Facebook posts based on your interactions with the app.
News & Media
Sobees founder Francois Bochatay says that the app contains the startup's proprietary curation technology, which will will automatically prioritize and curate Twitter and Facebook posts based on your interactions with the app.
News & Media
A hot new startup called Katango thinks it's the latter, and it has the answer: it's going to sort your friends for you, hooking into your Facebook account via Facebook Connect and automatically generating Lists based on your interactions with your friends and a host of other data.
News & Media
Based on your web interaction and prior readings, it predicts what information would you be of your interest.
News & Media
If you are positive she has your number, then text her something like "Hey, what's up?" or "Hey, how's your day going?" If you have seen her recently, then try to come up with an excuse to start a conversation based on your last interaction.
Wiki
Expert writing Tips
Best practice
Use "based on your interaction" to clearly indicate that a decision or action is directly influenced by someone's previous engagement or communication. This enhances transparency and provides context for the outcome.
Common error
Avoid using "based on your interaction" if the decision is influenced by other factors besides the person's engagement. Ensure that the interaction is indeed the primary basis for the outcome, or else rephrase to reflect all contributing influences.
Source & Trust
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on your interaction" functions as a prepositional phrase, modifying a verb or noun to indicate the foundation or reason for an action or decision. Ludwig provides examples where this phrase introduces explanations for recommendations, friend suggestions and learning capabilities. It specifies that these outcomes are derived from the user's engagement.
Frequent in
News & Media
60%
Wiki
20%
Science
20%
Less common in
Formal & Business
0%
Academia
0%
Encyclopedias
0%
Ludwig's WRAP-UP
The phrase "based on your interaction" is a grammatically correct and usable prepositional phrase indicating that an action or decision is derived from previous communication or engagement. Ludwig's analysis shows the phrase is of neutral register, lending itself to varied contexts, with examples in news, media, and scientific domains. Though less frequent than other phrases, "based on your interaction" serves to clarify the foundation upon which decisions are made, ensuring transparency and providing relevant context.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
Considering your involvement
This phrase is similar but emphasizes the degree of active participation.
In light of your engagement
Emphasizes that consideration is given because of the engagement.
Following your communication
Focuses specifically on previous exchanges or correspondence.
Given your past exchanges
Highlights the history of communication.
As a result of your input
Directly links the outcome to the contribution made.
Due to your prior activity
Highlights the action done previously and not the exchange.
Reflecting on your engagement
A more thoughtful and reflective take on previous engagement.
Taking into account your actions
This alternative highlights that actions were performed and are being taken into consideration.
Stemming from your participation
The alternative indicates a direct result from active participation.
In consequence of your dealings
Suggests formal relationship or frequent communications.
FAQs
How can I use "based on your interaction" in a sentence?
You can use "based on your interaction" to explain a decision or action that is directly influenced by someone's previous engagement. For example, "Based on your interaction during the survey, we have adjusted our marketing strategy."
What can I say instead of "based on your interaction"?
You can use alternatives like "considering your involvement", "in light of your engagement", or "following your communication" depending on the context.
Is it correct to say "based off your interaction"?
While some may use "based off", it's generally considered less formal and less grammatically correct than "based on". It's better to stick with "based on your interaction" in formal writing.
What's the difference between "based on your interaction" and "taking into account your interaction"?
"Based on your interaction" implies a direct cause-and-effect relationship. "Taking into account your interaction" suggests that the interaction was one of several factors considered, not necessarily the sole determinant.
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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
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested