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Waze draws data on roads and traffic by analysing collective data from its users, while also enabling them to actively submit reports on accidents, police traps and other blockages.
"I think the collective data from these two studies are quite compelling to move to a change in the standard of care," said Dr. Timothy L. Winton of the National Cancer Institute of Canada, the lead author of one of the studies.
However, collective data from each of the FERs, if processed together, can transform these localized individual detections to highly accurate situational awareness.
While the stylebook portion of the site is delightful as a content play, the most compelling thing about StyleSaint is that co-founders Brian Garrett and Allison Beal eventually want to use the collective data from the style booking activity to come up with its own line of clothing.
Twitter's near real-time search capabilities and the ability for them and third parties to mine the collective data from user messages for indicators of what's buzzing online is the intrinsic core value of the company now that it has grown to the size it is at the moment.
Thus, it is the collective data from both ex situ and in situ examinations that are important; however, the limitations of each implemented technique, and the specifics of the synthesis route in question must be considered as there is no single universal growth mode.
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In a previous study, the RiceArrayNet (RAN) was developed from collective data obtained from 60 K rice microarrays (Lee et al. 2009), and it has been widely used (Hamada et al. 2011; Lorenz et al. 2011; Movahedi et al. 2011).
We used a collective data sheet proposed by the World Health Organization (WHO) (9 ) to assess the magnitude and severity of the disease and to collect data from patients.
UK-based premium broadcaster Sky pioneered TV automation back in 2014 when it launched its audience buying tool AdSmart, allowing brands to serve automated, targeted TV ads based on collective data points from each household, plus other attributes based on subscription data.
The collective data, including the data from this study of the association of surfactant proteins with disease risk, beg for a better understanding of the functional and regulatory differences among common and rare SPFTA variants.
To assist with an appropriate statistical analysis of the collective data, swab samples from submissions of quarantined European horses, presumed to be negative for HeV, were also utilized.
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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