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The developer researcher gap can be addressed with benchmarking studies, which inform the research community about the most appropriate tools for specific analytical tasks and data types4,5.
These studies use gold standard data sets to serve as a ground truth and well-defined scoring metrics to assess the performance and accuracy of each tool when applied to a variety of analytical tasks and data types.
Currently, the majority of papers related to the topic are focused on analytical tasks and methods missing the explanation about what researchers consider as BSD and why.
In a single-user desktop environment, we performed a user study to see the effectiveness of iPCA for solving analytical tasks, and creating and sharing findings in a single-user desktop environment.
Although it has been found that the initial version of iPCA is superior to SAS/INSIGHT for solving analytical questions [6] from the within-subjects user study, the effectiveness of the updated version of iPCA for solving analytical tasks, and creating and sharing findings in single-desktop environments has not been clearly determined.
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Traditionally, the thermal loading history effect of solid propellant grains was not considered for simplifying the analytical task, and a higher safety factor was inevitable for structural integrity.
A data warehouse is more suitable than a traditional database system because web site automation is essentially an analytical task and the latter are more adequate for transactional data.
We will show how the knowledge base can be used to improve both the visual representations and the basic analytical tasks of filtering and changing level of detail.
They say that bigger cities have a disproportionately large number of jobs for people who do cognitive and analytical tasks, such as software developers and financial analysts—occupations that are less likely to be disrupted by automation.
At the same time, the results also demonstrate that even for presumable simple analytical tasks concerning quantification and characterization of ENP suspensions, the analytical tools available are not necessarily suitable for all nanomaterials.
With the iPCA and iPCA-CE applications, analysts can perform their analytical tasks by switching back and forth between sign-user desktop and collaborative visual analytics environments.
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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