{"enrichment":{"capability":"agate is a Python data analysis library designed for readable, human-friendly code that works with tabular data. It provides an alternative to numpy and pandas for solving real-world data problems with a focus on clarity over machine optimization.","verdict":"agate is a production-stable, actively maintained data analysis library with low install friction and permissive MIT licensing. Its focus on readable code and real-world problem-solving makes it a solid choice for developers prioritizing clarity in tabular data work, though the fact sheet does not detail its performance characteristics or feature completeness relative to alternatives."},"id":"agate","links":{"html":"https://skillfed.io/packages/agate","md":"https://skillfed.io/packages/agate.md","pypi":"https://pypi.org/project/agate/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-02-27","license_spdx":null,"license_treatment":"permissive","name":"agate","python_support":"unspecified","summary":"A data analysis library that is optimized for humans instead of machines."},"popularity":{"tier":"top_1000"},"security":{"n_vulnerabilities":0},"version":"1.14.2"}