dsh-data-insight

Turning raw data into actionable business insights is a common challenge in data-driven environments, often requiring manual effort and technical expertise. The dsh-data-insight plugin addresses this by automating the entire analysis process through an intelligent workflow, enabling users to generate structured reports without getting bogged down in data wrangling.

Its core strength lies in a robust five-stage pipeline that handles four data sources—CSV files, pasted tables, SQL query results, and optional DuckDB connections—with strict checkpoints at each step: input acceptance, data exploration, metric calculation, chart presentation, and report output. The plugin computes key metrics like summary statistics, period comparisons, top-N rankings, and anomalies (using Z-score/IQR), presenting results via Markdown tables, Mermaid diagrams, or ASCII bar charts to ensure clarity, reproducibility, and rigor.

This tool is perfect for data analysts seeking quick exploratory reports, business teams monitoring KPIs regularly, or developers building automated analytics pipelines. With its lightweight, zero-dependency design, dsh-data-insight simplifies data insights for anyone looking to enhance productivity and make informed decisions efficiently.