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Pandas supports the integration with many file formats or data sources out of the box (csv, excel, sql, json, parquet,…). Importing data from each of these
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pandas supports the integration with many file formats or data sources out of the box (csv, excel, sql, json, parquet,…). Importing data from each of these
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data sources is provided by function with the prefix ``read_*``. Similarly, the ``to_*`` methods are used to store data.
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.. image:: ../_static/schemas/02_io_readwrite.svg
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<divclass="card-body">
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Selecting or filtering specific rows and/or columns? Filtering the data on a condition? Methods for slicing, selecting, and extracting the
Data sets do not only contain numerical data. Pandas provides a wide range of functions to cleaning textual data and extract useful information from it.
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Data sets do not only contain numerical data. pandas provides a wide range of functions to cleaning textual data and extract useful information from it.
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.. raw:: html
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Coming from...
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Currently working with other software for data manipulation in a tabular format? You're probably familiar to typical
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data operations and know *what* to do with your tabular data, but lacking the syntax to execute these operations. Get to know
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the pandas syntax by looking for equivalents from the software you already know:
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Are you familiar with other software for manipulating tablular data? Learn
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the pandas-equivalent operations compared to software you already know:
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.. raw:: html
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<pclass="card-text">The <ahref="https://www.r-project.org/">R programming language</a> provides the <code>data.frame</code> data structure and multiple packages,
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<pclass="card-text">The <ahref="https://www.r-project.org/">R programming language</a> provides the <code>dataframe</code> data structure and multiple packages,
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such as <ahref="https://www.tidyverse.org/">tidyverse</a> use and extend <code>data.frame</code>s for convenient data handling
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functionalities similar to pandas.</p>
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