Data Analysis Tool

This tool ingests tabular data and performs essential analysis tasks such as descriptive statistics, missing value checks, and basic correlations. It runs entirely in the browser and does not require server-side processing for typical datasets.
Conceptually, it infers data types, computes aggregates, and surfaces relationships between columns through simple correlation measures. Users select target columns and operations; results are returned as tables and exportable artifacts.
The primary beneficiaries are researchers, analysts, product teams, and educators who need quick insights, reproducible results, and shareable outputs without programming. Unique value comes from in-browser execution, reproducible workflows, and straightforward exports.
Core features cover ingestion, column filtering, descriptive statistics, correlation, simple regression (optional), data quality checks, and export options. This combination supports rapid data validation, hypothesis testing, and data preparation steps.