GPT Auto Data Analytics empowers data professionals by leveraging GPT models to automatically inspect any CSV dataset. It performs data quality assessments, identifies anomalies, generates data dictionaries, computes descriptive statistics and correlations, and produces visual charts. It then creates narrative insights and recommendations. Available as a CLI tool and Python SDK, it integrates seamlessly into Jupyter notebooks or pipelines, accelerating data understanding and decision support without manual scripting.