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The phrase "meaningful analysis" is correct and usable in written English.
You can use it when discussing an analysis that provides significant insights or understanding about a subject.
Example: "The report includes a meaningful analysis of the data trends over the past year."
Alternatives: "substantive examination" or "insightful evaluation."
Exact(60)
An earlier biopsy wouldn't yield enough cells for meaningful analysis.
More refined rates often must be used in the more meaningful analysis of population change.
It also helps users translate complex issues into comprehensive advice and meaningful analysis.
That's because existing technologies lack the intuitive understanding required for meaningful analysis of text.
That gave the economists a good "control", allowing for a meaningful analysis of the policy.
After realignment to genome, we identified and filtered variants (SNP, INDELs) using GATK HaplotypeCaller and variantFiltration to guarantee meaningful analysis.
The budget will allow for meaningful analysis of the size of government and the role of government in the economy.
Thus, our framework permits a meaningful analysis of delegation versus communication with an endogenously chosen agent.
However, the lack of reliable exposure data hinders meaningful analysis and interpretation.
The heart-rate tracking has potential, but doesn't provide meaningful analysis for the user – it just feels a bit tacked on.
That proved insufficient for any meaningful analysis of accidents, and, from 1965, commercial airlines were required to install a cockpit voice recorder — the second box.
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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