Python for data analysis : data wrangling with Pandas, NumPy, and Jupyter /
McKinney, Wes,
Python for data analysis : data wrangling with Pandas, NumPy, and Jupyter / Wes McKinney. - Third edition. - Sebastopol, CA : O'Reilly Media, 2022 - xvi, 561 pages : illustrations.
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 -- Introduction to Modeling Libraries in Python -- Data Analysis Examples.
Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.10 and pandas 1.4, the third 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, and Jupyter in the process.
9781098104030
Data mining.
Python (Computer program language)
QA76.73.P98
006.312
Python for data analysis : data wrangling with Pandas, NumPy, and Jupyter / Wes McKinney. - Third edition. - Sebastopol, CA : O'Reilly Media, 2022 - xvi, 561 pages : illustrations.
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 -- Introduction to Modeling Libraries in Python -- Data Analysis Examples.
Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.10 and pandas 1.4, the third 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, and Jupyter in the process.
9781098104030
Data mining.
Python (Computer program language)
QA76.73.P98
006.312