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Analysis of a health insurance dataset comprising more than 44 million individuals allows for the estimation of genetic and environmental contributions in 560 phenotypes by using twins and sibling pairs.
We studied this dataset, comprising more than 30,000 Single Nucleotide Polymorphisms (SNPs) for 19 breeds (13 taurine, three zebu, and three hybrid breeds), seeking to identify small panels of genetic markers that can be used to trace the breed of unknown cattle samples.
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We next purged SNPs at CpG sites, as well as those with no associated allele frequencies: the final dataset comprised more than 2 million SNPs.
For the first datasets comprising more than 100 million sequences, the highest N50 values were obtained for k = 17, for the smaller replicate datasets for k = 18.
In the context of association mapping, several methods have been developed to detect interacting SNPs (Hahn et al. 2003; Lunn et al. 2006; Moore et al. 2006; Zhang and Liu 2007), but these methods are still computationally intensive (and in some cases intractable) for datasets comprising more than a few hundred SNPs (Cordell 2009).
The eruption datasets comprise more than 300 leachate analyses from 185 tephra samples, reported in ten different studies.
Here, we also find statistical regularity in the distribution of relative word use for 11 different datasets, each comprising more than half a million distinct words taken from millions of books8.
The PPrel dataset comprises more direct protein-protein interactions but it also contains protein pairs in the same complexes.
ICSI today announced a collaboration with Yahoo Labs and Lawrence Livermore National Laboratory to process and analyze the recently released Yahoo Flickr Creative Commons 100 Million (YFCC100M) dataset, a publicly available corpus of user-generated content comprising more than 100 million images and videos.
We will use simulated exome datasets as well as real exome datasets to show that our method can efficiently reduce the number of candidate mutations in exome sequencing projects comprising more than one affected sibling and additionally to identify chromosomal positions with a high probability of false variant calls.
Only clusters comprising more than 20 adjacent voxels were included.
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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