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
so according to
Grammar usage guide and real-world examplesUSAGE SUMMARY
"so according to" is correct and usable in written English.
You can use it when you want to introduce evidence, an argument, or a piece of information that supports or explains something that was previously stated. For example, "The artist was 19 when he created his first painting. So according to his biography, this was part of a prolific period of work."
✓ Grammatically correct
News & Media
Science
Encyclopedias
Alternative expressions(7)
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
Not so, according to Kerry.
News & Media
Not so, according to the research.
News & Media
So, according to some, are boardrooms.
News & Media
Not so, according to Mr Braham.
News & Media
So, according to Hempel, explanations are arguments.
Encyclopedias
Not so, according to Guccione.
News & Media
Not so, according to Mr. McNamee.
News & Media
Not so, according to Mark Hughes.
News & Media
Not so, according to Mr. Booker's campaign.
News & Media
Not so, according to copyright experts.
News & Media
That is not so, according to at least one airline.
News & Media
Expert writing Tips
Best practice
Use "so according to" to smoothly transition into a conclusion or inference drawn from previously stated information or a specific source. This helps build a logical flow in your writing.
Common error
Avoid starting a paragraph or argument directly with "so according to" without establishing the initial premise or source. Always ensure the reader understands what "so" refers to.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "so according to" serves as a connector, primarily functioning to introduce a logical conclusion or inference drawn from preceding information or a specific source. It indicates a cause-and-effect relationship or a reliance on an external authority, which Ludwig AI confirms with numerous examples.
Frequent in
News & Media
48%
Science
32%
Encyclopedias
5%
Less common in
Formal & Business
3%
Reference
2%
Social Media
1%
Ludwig's WRAP-UP
In summary, "so according to" is a frequently used phrase that serves as a connector to introduce a conclusion or inference based on preceding information or a specific source. As Ludwig AI confirms, it is grammatically correct and applicable in diverse contexts, ranging from news and media to scientific writing. While generally neutral in register, it's essential to provide clear prior context when using the phrase to avoid ambiguity. Alternatives like "based on" or "according to" can be used for similar purposes, with "according to" being slightly more formal.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
according to someone's statement
Emphasizes a specific statement as the basis.
as reported by someone
Focuses on the act of reporting information.
based on what someone says
Focuses on the source of the information.
on someone's authority
Emphasizes the credibility of the source.
in accordance with someone
Stresses agreement or alignment.
given someone's perspective
Acknowledges the point of view of someone.
in someone's view
Highlights a personal perspective or opinion.
as someone puts it
Highlights the specific wording used.
following someone's logic
Highlights the logical deduction.
if someone is to be believed
Introduces a degree of doubt or skepticism.
FAQs
How can I use "so according to" in a sentence?
Use "so according to" to introduce a conclusion or inference derived from a previous statement or source. For example: "The data shows a decline in sales. "So according to" our projections, we need to adjust our strategy."
What are some alternatives to "so according to"?
Alternatives include phrases like "based on", "according to", or "following" depending on the specific nuance you want to convey.
Is it more formal to use "so according to" or just "according to"?
"According to" is generally more formal. Adding "so" implies a direct consequence or inference from something previously mentioned, making it slightly less formal.
Can "so according to" introduce a contrasting point?
While it typically introduces a supporting conclusion, you can use it to set up a contrast by following it with a contradictory statement or evidence. However, ensure the contrast is clear.
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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
4.5/5
Expert rating
Real-world application tested