{"product_id":"9781484209585","title":"Python Data Analytics","description":"\u003cp\u003e    \u003cem\u003ePython Data Analytics\u003c\/em\u003e will help you tackle the world of data acquisition and analysis using the power of the Python language. At the heart of this book lies the coverage of pandas, an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eAuthor Fabio Nelli expertly shows the strength of the Python programming language when applied to processing, managing and retrieving information. Inside, you will see how intuitive and flexible it is to discover and communicate meaningful patterns of data using Python scripts, reporting systems, and data export. This book examines how to go about obtaining, processing, storing, managing and analyzing data using the Python programming language.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eYou will use Python and other open source tools to wrangle data and tease out interesting and important trends in that data that will allow you to predict future patterns. Whether you are dealing with sales data, investment data (stocks, bonds, etc.), medical data, web page usage, or any other type of data set, Python can be used to interpret, analyze, and glean information from a pile of numbers and statistics. \u003c\/p\u003e\u003cp\u003eThis book is an invaluable reference with its examples of storing and accessing data in a database; it walks you through the process of report generation; it provides three real world case studies or examples that you can take with you for your everyday analysis needs.\u003c\/p\u003e         What you’ll learn\u003cul\u003e\n\u003cli\u003eHow to set up your environment and use automation scripts\u003c\/li\u003e\n\u003cli\u003eWhere and how to get your data\u003c\/li\u003e\n\u003cli\u003eHow to analyze your data with Python's data analysis library, called pandas\u003c\/li\u003e\n\u003cli\u003eHow to carry out visualization with matplotlib\u003c\/li\u003e\n\u003cli\u003eHow to analyze text data using Python's natural language processing\u003c\/li\u003e\n\u003c\/ul\u003eWho this book is for      \u003cp\u003e     This book is for the mid to experienced level programmer who already knows the basics of Python programming. It is for programmers who want to know how to use database data and reporting tools to manipulate raw data into coherent useful information.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e           Table of ContentsPART I\u003cp\u003e1. Setup Your Environment\u003c\/p\u003e\u003cp\u003e2. Automation Scripts\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003ePART II\u003c\/p\u003e\u003cp\u003e3. Where and How to Get Data\u003c\/p\u003e\u003cp\u003e4. Introduction to pandas\u003c\/p\u003e\u003cp\u003e5. pandas In-Depth\u003c\/p\u003e\u003cp\u003e6. Python Data Visualizations with matplotlib\u003c\/p\u003e\u003cp\u003e7. Designing Beautiful Graphs \u003c\/p\u003e\u003cp\u003e8. Analyze Text Data with Natural Language Processing\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003ePART III\u003cp\u003e9. Full Example project 1 \u003c\/p\u003e\u003cp\u003e10. Full Example project 2 \u003c\/p\u003e\u003cp\u003e11. Full Example project 3\u003c\/p\u003e\u003cp\u003eAppendix A\u003c\/p\u003e\u003cp\u003eAppendix B\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Apress","offers":[{"title":"Default Title","offer_id":47131448017136,"sku":"9781484209585","price":39.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781484209585_p0.jpg?v=1763632137","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781484209585","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}