csvkit

csvkit.readthedocs.io ↗

Command-line conversion and cleanup for CSV data

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80/100
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What it does

csvkit is a suite of tools for converting to and working with CSV. It handles spreadsheet and JSON inputs, output formatting, column selection, filtering, and SQL-related workflows.

Pipe a source through in2csv to produce CSV, then use csvformat for output delimiters/line endings or csvjson for JSON. in2csv accepts a named file or standard input, with explicit Excel sheet selection, JSON object keys and a required schema for fixed-width records. CSV dialect detection samples the first 1024 bytes by default; disable it with --snifflimit 0 and disable CSV type inference with --no-inference when text representations matter. These controls do not make every spreadsheet value text: the guide explains that equivalent-looking XLS and XLSX cells can produce different integer/decimal representations. The MIT suite also filters/selects columns and provides SQL import/query commands, which require their database connection rather than an account with csvkit.

Strengths

  • Separates conversion, formatting, and data-selection commands.

Watch out for

  • Automatic dialect and type inference can misinterpret some inputs.

Best for

  • Repeatable structured-data conversion in scripts

Sources