A Grammar of Data Analysis
Fuente:
arXiv
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| Autori principali: | , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2025
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| Soggetti: | |
| Accesso online: | |
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| _version_ | 1866911248003629056 |
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| author | Yang, Xunmo Pospisil, Taylor Muralidharan, Omkar Sun, Dennis L. |
| author_facet | Yang, Xunmo Pospisil, Taylor Muralidharan, Omkar Sun, Dennis L. |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2511_02156 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | A Grammar of Data Analysis Yang, Xunmo Pospisil, Taylor Muralidharan, Omkar Sun, Dennis L. Computation 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. |
| title | A Grammar of Data Analysis |
| topic | Computation |
| url | https://arxiv.org/abs/2511.02156 |