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The phrase "appropriateness of the data" is correct and usable in written English.
It can be used when discussing whether the data is suitable or fitting for a particular purpose or context.
Example: "Before proceeding with the analysis, we need to evaluate the appropriateness of the data we have collected."
Alternatives: "suitability of the data" or "relevance of the data".
Exact(14)
A crucial point for a good design of such a prediction system is the appropriateness of the data set.
Before the factor analysis, appropriateness of the data for the factor analysis was analyzed via Kaiser Meyer Olkin measure and Bartlett's sphericity test.
Most frequently, referring physicians criticized the underlying data (n = 38), particularly with respect to the appropriateness of the data used concerning claims (n = 9) and the risk of manipulation of the data (n = 6).
Bartlett's test of sphericity was significant (χ=2536.42, P<0.001), indicating appropriateness of the data for further factor analysis.
Bartlett's test of sphericity was significant (χ=12595.21, P<0.001), indicating the appropriateness of the data for further factor analysis.
We analyzed all responses after checking the accuracy and appropriateness of the data, without specifying the trial or each sponsor.
Similar(46)
"Value-added methodologies should be used only after careful consideration of their appropriateness for the data that are available, and if used, should be subjected to rigorous evaluation," the panel wrote.
A key question of the discipline is: how can we get information on the appropriateness of these data as anchor point for the toxicological 'spider net' of cross-references and extrapolations?
The AOL incident has set off a flurry of divergent opinions in the academic community over the appropriateness of using the data for academic research.
To determine the appropriateness of combining the data from both on-demand treatment periods to have all months represented, the two on-demand ABRs were plotted against one another for each patient (Fig. 2).
I (an index of variability) based on Q-statistic was calculated to quantify heterogeneity of these psycho-behavioral associations across the ten surveys and to determine the appropriateness of combining the data from ten surveys to calculate averaged effects.
More suggestions(15)
correctness of the data
relevancy of the data
accuracy of the data
validity of the data
appropriateness of the measures
fitness of the data
appropriateness of the evidence
appropriateness of the dataset
appropriateness of the reporting
usefulness of the data
soundness of the data
applicability of the data
feasibility of the data
authenticity of the data
appropriateness of the methods
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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