Python Business Intelligence Cookbook

Leverage the computational power of Python with more than 60 recipes that arm you with the required skills to make informed business decisions About This Book • Want to minimize risk and optimize profits of your business? Learn to create efficient analytical reports with ease using this highly practical easy-to-follow guide • Learn to apply Python for business intelligence tasks―preparing exploring analyzing visualizing and reporting―in order to make more informed business decisions using data at hand • Learn to explore and analyze business data and build business intelligence dashboards with the help of various insightful recipes Who This Book Is For This book is intended for data analysts managers and executives with a basic knowledge of Python who now want to use Python for their BI tasks. If you have a good knowledge and understanding of BI applications and have a “working” system in place this book will enhance your toolbox. What You Will Learn • Install Anaconda MongoDB and everything you need to get started with your data analysis • Prepare data for analysis by querying cleaning and standardizing data • Explore your data by creating a Pandas data frame from MongoDB • Gain powerful insights both statistical and predictive to make informed business decisions • Visualize your data by building dashboards and generating reports • Create a complete data processing and business intelligence system In Detail The amount of data produced by businesses and devices is going nowhere but up. In this scenario the major advantage of Python is that its a general-purpose language and gives you a lot of flexibility in data structures. Python is an excellent tool for more specialized analysis tasks and is powered with related libraries to process data streams to visualize datasets and to carry out scientific calculations. Using Python for business intelligence (BI) can help you solve tricky problems in one go. Rather than spending day after day scouring Internet forums for “how-to” information here youll find more than 60 recipes that take you through the entire process of creating actionable intelligence from your raw data no matter what shape or form its in. Within the first 30 minutes of opening this book youll learn how to use the latest in Python and NoSQL databases to glean insights from data just waiting to be exploited. Well begin with a quick-fire introduction to Python for BI and show you what problems Python solves. From there we move on to working with a predefined data set to extract data as per business requirements using the Pandas library and MongoDB as our storage engine. Next we will analyze data and perform transformations for BI with Python. Through this you will gather insightful data that will help you make informed decisions for your business. The final part of the book will show you the most important task of BI―visualizing data by building stunning dashboards using Matplotlib PyTables and iPython Notebook. Style and approach This is a step-by-step guide to help you prepare explore analyze and report data written in a conversational tone to make it easy to grasp. Whether youre new to BI or are looking for a better way to work youll find the knowledge and skills here to get your job done efficiently.