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The other issue, related to getting data prepared, is verifying the quality of that data, and the new Talend Stewardship app has been designed to "crowd source" data quality by bringing in the line of business experts to help.
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N-terminal peptide sequencing confirmed that the product we prepared was PlyAB1 (data not shown).
The completed questionnaires are captured into an SQL database, and a VA data set is prepared for analysis in Stata®.
One data set was prepared based on sequences of 78 taxa from three nuclear genes, SSU rDNA, LSU rDNA and 5.8S rDNA.
The PCG123degenRNA data set was prepared as follows.
An amino acid data set was prepared as follows.
The degen1 data set was prepared using the Degen1.pl 1.2 script of Regier et al. [ 62].
A second GWA data set was prepared by RNA-seq analyses of the full V. dahliae transcriptome without FDR-correction.
Entire data prepared from this work is presented in the main manuscript.
So, 7 dataset patterns of pinpoint data are prepared to be able to predict side effect incidence even if some of those explanatory variables are missing.
All data are prepared to be made available upon publication.
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