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The phrase "appropriateness of 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: "The appropriateness of data is crucial for ensuring the accuracy of our research findings."
Alternatives: "suitability of data" or "relevance of data".
Exact(11)
The appropriateness of data for PCA is assessed based on Kaiser-Mayer-Olkin (KMO) index, i.e. the test is recommended only if KMO > 0.70.
Situating activity in a social context and in an interpretative community of users also provides us with evaluative tools, not only for assessing the appropriateness of the proposed methods, but also of assessing the appropriateness of data.
Hence in the design of this task to support argumentation, we took into account Berland and McNeil's (2010) four vantage point that could alter the complexity of a problem: (1) the complexity of the questions, (b) the size of the data set, (c) the appropriateness of data and (d) the level of scaffolds.
The clinical and methodological diversity among the studies was assessed to determine the appropriateness of data pooling for meta-analysis.
Drafts sound cold chain assessment programme (focused on Cold Chain Management) budgets for review by the supervisor, ensuring accuracy and appropriateness of data and coding.
To gain an accurate picture of health seeking behavior, we must pay careful attention to the cultural sensitivity and appropriateness of data collection methods [ 9].
Similar(49)
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).
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?
In the absence of country-specific incidence data, data were derived from other studies, and assumptions regarding the generalizability and appropriateness of these data were made (Table 2).
These issues relate to the appropriateness of the data used from the trials, the natural history or epidemiological data used to extrapolate to longer time horizons and the structure of models used.
A multi-faceted solution including, anonymisation, data aggregation and/or suppression, user authentication, scrutiny to ensure appropriateness of the data use, and disclosure control at analysis and publication, is considered a more robust approach.
More suggestions(17)
applicability of data
suitability of data
feasibility of data
alignment of data
responsiveness of data
timing of data
appropriateness of instructions
correctness of data
validity of data
adequacy of data
usefulness of data
fitness of data
desirability of data
availability of data
accuracy of data
appropriateness of measures
realignment of data
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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