TY - JOUR TI - Data science for the scientific life cycle AU - Ezer, Daphne AU - Whitaker, Kirstie VL - 8 PY - 2019 DA - 2019/03/06 SP - e43979 C1 - eLife 2019;8:e43979 DO - 10.7554/eLife.43979 UR - https://doi.org/10.7554/eLife.43979 AB - Data science can be incorporated into every stage of a scientific study. Here we describe how data science can be used to generate hypotheses, to design experiments, to perform experiments, and to analyse data. We also present our vision for how data science techniques will be an integral part of the laboratory of the future. KW - data science KW - reproducibility KW - open science KW - experimental design JF - eLife SN - 2050-084X PB - eLife Sciences Publications, Ltd ER -