<p dir="ltr">Real world data can be messy, but clean, consistent data is critical for analysis and visualization. Data transformation can be complex and time-consuming, but luckily tools exist to make this process quicker and more reproducible! </p><p dir="ltr">In this hands-on session led by Data Librarian Heather Owen and Reproducibility Librarian Sarah Siddiqui, you will learn the basics of batch cleaning messy data with OpenRefine, an open-source tool designed to efficiently clean and transform data with no programming required! Please download and install OpenRefine before the workshop.</p><p dir="ltr">This workshop was presented via Zoom on April 22, 2025 as part of the Spring 2025 Data Skills Workshop Series.</p>