TY  - BOOK
AU  - McKinney, Wes
TI  - Python for data analysis: Data Wrangling wit Pandas, NumPy, and IPython
SN  - 9789352136414
U1  - 005.133 
PY  - 2018///
CY  - Beijing
PB  - O'Reilly, 
KW  - Python (Computer program language)
KW  - Data mining
KW  - Programming languages (Electronic computers)
N1  - 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 cleaning and preparation
; Data wrangling: join, combine, and reshape
; Plotting and visualization
; Data aggregation and group operations
; Time series
; Advanced pandas
; Introduction to modeling libraies in Python
; Data analysis examples
; Advanced NumPy
; More on the IPython system
N2  - Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You'll learn the latest versions of pandas, NumPy, IPython, and Jupyter in the process
ER  -