Python for data analysis - McKinney, Wes (Beijing : O'Reilly, 2013)
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.
Includes index.
Keywords: Python (Computer program language); Programming languages (Electronic computers); Data mining