Python for data analysis [data wrangling with Pandas, NumPy, and IPython] Wes McKinney

By: McKinney, Wes
Material type: TextTextLanguage: English Publisher: Beijing [u.a.] O'Reilly c 2013Edition: 1. edDescription: XIII, 452 S. graph. DarstISBN: 1449319793 (pbk.); 9781449319793 (pbk.)Subject(s): Python (Computer program language) | Programming languages (Electronic computers) | Data mining | Python | Programmbibliothek | Datenanalyse | Data Mining | Data mining | Python (Computer program language)DDC classification: 005.13/3 | 004 LOC classification: QA76.73.P98Other classification: 54.53 | SK 850 | 3,5 Online resources: Inhaltstext | Inhaltsverzeichnis Inhaltsverzeichnis
Contents:
Preliminaries -- Introductory examples -- IPython : an interactive computing and development environment -- NumPy basics : arrays and vectorized computation -- Getting started with pandas -- Data loading, storage, and file formats -- Data wrangling : clean, transform, merge, reshape -- Plotting and visualization -- Data aggregation and group operations -- Time series -- Financial and economic data applications -- Advancded NumPy..
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Preliminaries -- Introductory examples -- IPython : an interactive computing and development environment -- NumPy basics : arrays and vectorized computation -- Getting started with pandas -- Data loading, storage, and file formats -- Data wrangling : clean, transform, merge, reshape -- Plotting and visualization -- Data aggregation and group operations -- Time series -- Financial and economic data applications -- Advancded NumPy..

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