Normalized (Data S2) and non-normalised (Data S3) gene expression matrix from RNA-seq data for genes and transposable elements in human embryonic development from zygote through to E5.5. Includes single embryo RNA-seq data from arrested embryos. Data is from a reanalysis of GSE66507, PRJEB11202 and GSE36552 embryo RNA-seq data