Academic Stats Agent

Academic Stats Agent is a web‑based tool that lets you upload an Excel or CSV dataset, describe your research question, and have the AI automatically identify the appropriate statistical test. The app runs real calculations using the scipy and statsmodels libraries, checks all assumptions, and returns deterministic, verifiable results. The service offers unlimited free analyses; you only pay for a credit‑based report that formats the output into a complete APA‑7 document with tables, figures, effect‑size labels, confidence intervals, and a Methods section citing the exact library versions used. It is aimed at students, master’s and PhD researchers, supervisors, and anyone who needs correct statistics quickly without learning SPSS, R, or advanced statistics. The interface requires no prior statistical expertise and runs entirely in the browser. Key differentiators include real computation (no hallucinated numbers), automatic assumption checking, automatic data deletion after seven days, and fast results that can be reproduced in other statistical packages.