This zine is based on the "Ethically Making & Sharing Data" workshop offered at Penn Libraries by Cynthia Heider. It summarizes some of the ethical challenges researchers face when choosing to work with data and provides actionable steps for a more ethical data practice at each phase of the data lifecycle.