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This makes joining distributed data more complex, because pseudonyms need to be translated from one namespace into another namespace.
We found the GBS data more complex to analyse than other data types but it did directly provide linked SNP markers for subsequent higher resolution genetic analysis.
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Make no mistake, data revenue growth will still be substantial, as more data (and more complex data) flow to more devices more often, but other segments of the market will grow faster.
"I look at NetLogic as a play on the increasing complexity of Internet protocol networks — as the world shoves more data, and more complex data, through the pipes, NetLogic's processors will shine".
In addition, the higher the dimension means the greater the amount of data, the more complex the data for handling, and the higher the hardware requirements.
Nevertheless, analyzing 450K data is more complex than initially thought, and data processing and interpretation need to be given particular consideration and care.
Séralini et al. [3] did not present comparable means and standard deviations summarizing the raw data, but more complex statistical evaluations of some selected data sets.
This suggests that the score surface for the real data is more complex than that for the simulated data (where the best scoring segmentation was found repeatedly).
We can see that brain data are more complex than regular information tables, which lead to difficulties in modeling and processing of them.
However, scientific data are different from commercial data in that: (1) the volume of scientific data can be orders of magnitude larger; (2) data are often multidimensional and continuous; and (3) queries against scientific data are more complex.
What makes it the big data even more complex, especially for small business, is that not all data is created equal.
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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