csv-pipeline

What problem does it solve?

This Skill streamlines the complex and time-consuming tasks of cleaning, transforming, analyzing, and reporting on data stored in CSV, TSV, and JSON Lines formats.

Core Features & Use Cases

• Data Transformation: Filter rows, join datasets, rename columns, and convert data types.
• Data Analysis: Compute aggregates, group data, and generate summary statistics.
• Format Conversion: Easily convert between CSV, TSV, JSON, and JSON Lines.
• Data Cleaning: Handle common data quality issues like whitespace and inconsistent empty values.
• Reporting: Generate summary reports in Markdown format.

Quick Start

Use the csv-pipeline skill to filter the file 'data.csv' to keep only rows where the 'amount' column is greater than 100 and save the result to 'filtered.csv'.