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Classes for data manipulation

Project description

Python Classes for Data Manipulation

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dataiter currently includes classes DataFrame and ListOfDicts.

DataFrame is a class for tabular data similar to R's data.frame or pandas.DataFrame. It is under the hood a dictionary of NumPy arrays and thus capable of fast vectorized operations. You can consider this to be a very experimental, very light-weight alternative to Pandas with a simple and consistent API.

ListOfDicts is a class useful for manipulating data from JSON APIs. It provides functionality similar to libraries such as Underscore.js, with manipulation functions that iterate over the data and return a shallow modified copy of the original. attd.AttributeDict is used to provide convenient access to dictionary keys.

Installation

pip install dataiter

Documentation

https://dataiter.readthedocs.io/

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