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The phrase 'conclude information' is correct and can be used in written English.
It can be used when you wish to summarize the relevant information or draw a conclusion from the information. For example, "The research concluded that global temperatures have risen over the past century, and this trend is expected to continue."
Exact(1)
Note the rather vague use of the word "infer," which Oxford Dictionary defines as "Deduce or conclude (information) from evidence and reasoning rather than from explicit statements".
Similar(57)
Indeed, as the Russian encyclopedia for its practitioners concluded: "Information war … is in many places replacing standard war".
That would include, as the investigative report concluded, information about a chief executive's affair with a younger employee.
She added the panel concluded information known to agencies at the time "does not suggest that Hamzah's death was a predictable event".
Mugford and colleagues identified 36 published studies of interventions of feedback of information, concluding that information feedback was most likely to influence clinical practice if the information was presented close to the time of decision-making and the clinicians had previously agreed to review their practice [ 9].
Despite the fears and anxieties that may arise from learning about the disease, the treatments, and self-management strategies, Wollin et al. [ 14] conclude that information is a critical component for informed decision making, problem solving, and self-determination.
The transport secretary, Alistair Darling, told the BBC's Radio 4 program on Saturday that British Airways had canceled the prior flights because British authorities had received "specific information" and concluded the information was credible.
We conclude that information about the outcome of breast cancer among affected first-degree relatives conveys prognostic information relevant to women with newly diagnosed breast cancer.
What else can one conclude from information that only tells you how much physicians do and what they bill?
They were forced to conclude the information he provided – specifically that Iraq had developed mobile facilities for the production of biological agent – was wholly unreliable.
She and Ms Meredith regularly requested reports of incidents, but had yet to receive any, "from which we conclude that information is neither collected nor collated".
More suggestions(17)
achieve information
implement information
establish information
conclude input
discover information
wind information
identify information
establishing information
concluded information
inference information
conclude providing
conclusions information
gather information
ascertain information
make information
conclude provides
conclusion information
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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