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The phrase "almost solely based on" is correct and usable in written English.
It can be used to indicate that something is primarily derived from or influenced by a particular source, but not exclusively.
Example: "The conclusions of the study are almost solely based on the data collected from the survey participants."
Alternatives: "primarily derived from" or "largely dependent on".
Exact(4)
A stalled relationship, as I am defining it, is one where it's almost solely based on past experiences.
This list isn't intended to cover specific aspects of CSR advisory services such as environmental sustainability or legal advice on climate change and emissions, areas where decisions are made almost solely based on professional and technical expertise.
Your future is unscripted, a destination almost solely based on a series of your decisions.
» …C-allele of the rs6136 polymorphism in SELP gene encoding P-selectin, is associated with reduced risk of developing cachexia among cancer patients« Thus, our diagnostic criteria and clinical decision-making remain almost solely based on gross disease-related characteristics, such as primary site and stage (Muscaritoli et al, 2006).
Similar(56)
Almost forty percent (20/51) of the respondents scored solely based on quantity (extent of achievement of an item).
"It was solely based on merit".
"He operates solely based on the allegiance.
"Your technological model is solely based on circumventing" the law.
Zawahiri, Maqdisi said, "operates solely based on allegiance.
However, if our biological safety program is solely based on testing, it is then solely reactive.
Firstly, ciphers solely based on DNA coding are described.
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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