A command-line application that loads, cleans, and analyzes CSV datasets, then exports a structured JSON summary containing dataset information, cleaning reports, and descriptive statistics.

For descriptive statistics, it provided accurate means, SDs, medians, and IQRs across all trials. Inferential statistics accuracy against expected statistical values varied with prompt specificity: 32 ...

Professional hydrological time-series analysis: descriptive statistics, trend analysis, Innovative Trend Analysis (ITA), frequency analysis, and publication- ready visualization and reporting. Import ...