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When data were delivered with potentially retrievable missing data (such as demographic data, numbers of patient contacts or job satisfaction scores), the observer or the FP were contacted to complete them.
Initially, the Swarm GPS data were delivered with a 0.1 Hz data rate.
ATLAS and CMS have recorded ~95% of the collision data delivered with the LHC operating in stable conditions.
One of the major building blocks of such AI-powered recognition systems is image annotation delivered with a human input – data training.
However, relevant data can be collected by simply performing post-therapy imaging and dosimetry routinely in current practice and by comparison of the absorbed doses delivered with response and toxicity data.
Commercial kits are typically delivered with specialized software automating data processing such as Skyline (MacCoss Lab of Biological Mass Spectrometry, University of Washington, Seattle, WA, USA) [7], which does not require the studying of complex software documentation and is focused on assay development and subsequent results analysis in "plug-and-play" mode.
Regardless of your creative type or your behavioral nature, a message delivered with clarity, thoughtful integration of data and consideration for the needs of others on the team and the organization will land well with upper management and decision makers.
Each data set is delivered with complete metadata, making it easier to add to a GIS (geographic information system) and compare to other data sets about the same place.
It's about driving change and delivering value with data.
"The customer is saying I want voice dialing and Steve Jobs goes and delivers applications with data dancing icons," he said.
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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