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Unlike the NYC data, there was no way to reverse engineer identifiable information from the dataset itself.
It is important to understand the real source when evaluating the quality and consistency of the data used, but unfortunately the dataset itself is not clearly labelled so you don't know the source for a lot of the information.
A further issue involves the nature of the dataset itself.
Then, their collected response dataset itself was used to demonstrate the iSAT tool.
On the other hand, in case of large datasets the loading of the dataset itself can be relatively time consuming.
The Hitchwiki dataset itself lacks information about some details of hitchhiking travel experience, most importantly the time and destination of trips.
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The IS dataset lends itself to this analysis because the pages are classified into twelve disjoint industry sectors, which can naturally be interpreted as unmixed topics.
Cumulative pairwise bitscore values were normalized by dividing each one by the cumulative bistscore value derived from the TBLASTX of one dataset versus itself and the number of HSPs of each case.
TBLASTX with e-value cutoff of 10-15 was used to compare the dataset against itself.
It is important to note however that the representative of such family in the non-redundant dataset may itself not be necessarily a human protein.
In order to minimize the redundancy of the data, we aligned the dataset to itself using SWN (Smith-Waterman (SW) comparison at the nucleotide level).
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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