Increasing genomic information is critical for understanding the adaptive capacity of reef-building corals, particularly in an era of global climate change. This file contains 92.8 million raw Illumina Hiseq 2 x 150 bp reads that were used to construct the de novo Galaxea astreata transcriptome.