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Handbuch Data Science mit Python
book

Handbuch Data Science mit Python

by Jake VanderPlas
November 2023
Intermediate to advanced
576 pages
13h 30m
German
dpunkt
Content preview from Handbuch Data Science mit Python

TEIL III

Datenbearbeitung mit Pandas

In Teil II haben wir uns detailliert mit NumPy und dem ndarray-Objekt befasst, das eine effiziente Speicherung und Bearbeitung von dicht gepackten Arrays (Dense Typed Arrays) in Python ermöglicht. Auf dieses Wissen greifen wir hier zurück, wenn wir die Datenstrukturen der Pandas-Bibliothek ausführlich betrachten. Pandas ist ein neueres Paket, das auf NumPy aufbaut und eine effiziente DataFrame-Implementierung bietet. DataFrames sind im Wesentlichen mehrdimensionale Arrays mit Labels für Zeilen und Spalten, die oft ungleichartige Typen und/oder fehlende Daten enthalten. Pandas bietet nicht nur eine komfortable Schnittstelle für das Speichern gelabelter Daten, es implementiert darüber hinaus eine Vielzahl leistungsfähiger ...

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Publisher Resources

ISBN: 9783960092254Publisher Website