RAISINS: Integrating R and AI for Agricultural Data Analysis

RAISINS (R and AI Solutions for INferential Statistics) is a web-based statistical analysis platform designed to bridge the gap between complex inferential methods and the practical needs of students and researchers, particularly in the agricultural sciences. By integrating the computational power of R and Python with the adaptive capabilities of OpenAI’s artificial intelligence APIs, RAISINS delivers an intuitive, code-free interface for performing advanced statistical analyses. Hosted on Posit Connect Cloud, the platform eliminates the need for local software installation, enabling seamless, browser-based access to a wide range of statistical tools. RAISINS simplifies model building, result interpretation, and reporting, making it especially valuable for non-statisticians and early-career researchers seeking reliable insights from agricultural data. View at: https://www.jostapubs.com/volume1/issue1/josta111raisins2025.html