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23 lines
1.1 KiB
Plaintext
23 lines
1.1 KiB
Plaintext
Tabular data can be easily represented in Python using the language's
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native objects. These representations typically do not support
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important tabular data manipulations, like efficient column selection,
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matrix mathematics, or spreadsheet-style operations.
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Tabular is a package of Python modules for working with tabular
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data. Its main object is the tabarray class, a data structure for
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holding and manipulating tabular data. By putting data into a tabarray
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object, you'll get a representation of the data that is more flexible
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and powerful than a native Python representation. Tabarray provides:
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. ultra-fast filtering, selection, and numerical analysis methods,
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using convenient Matlab-style matrix operation syntax
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. spreadsheet-style operations, including row & column operations,
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'sort', 'replace', 'aggregate', 'pivot', and 'join'
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. flexible load and save methods for a variety of file formats,
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including delimited text (CSV), binary, and HTML
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. sophisticated inference algorithms for determining formatting
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parameters and data types of input files
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