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Opaque and conflicting messages have been replaced by data that can be used for action and accountability.
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To analyse complex mixtures, it should better be replaced by data derived from the crystal structure (e.g., ICDD 01-71-1490 or [19]) with quantitative values for intensities.
In the captions for both Fig. 1 and Fig. 4, the sentence "Data presented is mean ± SE" should be replaced by "Data presented is mean ± 95 % CI" as presented below: Fig. 1 Mean tempo and cadence adaptation for the different conditions.
These were replaced by mobile--which is now being replaced by data.
Already we're seeing AI platforms, like Spotad's, automatically buying media, and performing the tasks of traditional media buyers, who'll continue to be replaced by data analysts that help improve the accuracy of ad buying AI algorithms in real time.
In MI, missing data are replaced by data drawn from an imputation model.
In the access arm, device interrogation and save-to-disk storage will be replaced by data transmission to the CareLink Network.
For the interval-specific reporting of black partners, missing data in the interval of interest were replaced by data from the most recent interval with data.
Proxy data are replaced by information on actual prevalence.
Figure 2: Climate data analyses have been moved to Figure 3 figure supplements 2 and 3 and has been replaced by molecular data in Figure 2.
Meanwhile, the vague guesses of four years ago have been replaced by hard data.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