TY - BOOK AU - McKinney,Wes TI - Python for data analysis: data wrangling with pandas, NumPy, and Jupyter SN - 9781098104030 AV - QA76.73.P98 M42 2022 U1 - 006.312 23 PY - 2022///] CY - Beijing PB - O'Reilly KW - Python (Computer program language) KW - Programming languages (Electronic computers) KW - Data mining KW - Exploration de données (Informatique) KW - Python (Langage de programmation) KW - fast N1 - Previous edition: 2017; Includes index; Includes bibliographical references and index; Preliminaries -- Python language basics IPython, and Jupyter notebooks -- Built-in data structures, functions, and files -- NumPy basics: arrays and vectorized computation -- Getting started with pandas -- Data loading, storage, and file formats -- Data cleaing and preparation -- Data wrangling: join, combine, reshape -- Plotting and visualization -- Data aggregation and group operations -- Time series -- Introduction to modeling libraries in Python -- Data analysis examples -- Advanced NumPy -- More on the IPython system ER -