arXiv Open Access 2025

A Grammar of Data Analysis

Xunmo Yang Taylor Pospisil Omkar Muralidharan Dennis L. Sun

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Abstrak

This paper outlines a grammar of data analysis, as distinct from grammars of data manipulation, in which the primitives are metrics and dimensions. We describe a Python implementation of this grammar called Meterstick, which is agnostic to the underlying data source, which may be a DataFrame or a SQL database.

Topik & Kata Kunci

stat.CO

Penulis (4)

Xunmo Yang

Taylor Pospisil

Omkar Muralidharan

Dennis L. Sun

Format Sitasi

APA MLA BibTeX

Yang, X., Pospisil, T., Muralidharan, O., Sun, D.L. (2025). A Grammar of Data Analysis. https://arxiv.org/abs/2511.02156

Akses Cepat

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Informasi Jurnal

Tahun Terbit: 2025
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓