Mine the rich data tucked away in popular social websites such as Twitter, Facebook, LinkedIn, and Instagram. With the third edition of this popular guide, data scientists, analysts, and programmers will learn how to glean insights from social media—including who’s connecting with whom, what they’re talking about, and where they’re located—using Python code examples, Jupyter notebooks, or Docker containers. In part one, each standalone chapter focuses on one aspect of the social landscape, including each of the major social sites, as well as web pages, blogs and feeds, mailboxes, GitHub, and a newly added chapter covering Instagram. Part two provides a cookbook with two dozen bite-size recipes for solving particular issues with Twitter. Get a straightforward synopsis of the social web landscape Use Docker to easily run each chapter’s example code, packaged as a Jupyter notebook Adapt and contribute to the code’s open source GitHub repository Learn how to employ best-in-class Python 3 tools to slice and dice the data you collect Apply advanced mining techniques such as TFIDF, cosine similarity, collocation analysis, clique detection, and image recognition Build beautiful data visualizations with Python and JavaScript toolkits
If your web application's success depends on how quickly and easily users can make transactions, PayPal APIs provide effective solutions you can't afford to overlook. This concise book takes you hands-on through several options to help you determine the best choice for your situation, whether you're collecting money via websites or mobile apps for products and services, donations, or anything else. In each chapter, you'll work with a different PayPal API by integrating it into the book's sample application, using Python and the Google App Engine framework. This expanded edition introduces two new options: Express Checkout for Digital Goods and Instant Payment Notifications, complete with sample project code. By the end of this book, you'll understand how to take full advantage of PayPal and its powerful features. Learn PayPal API basics, and get an introduction to Google App Engine Explore the Express Checkout option, and understand what distinguishes it from other generic workflows Tailor Express Checkout for electronic documents, videos, and other "in app" digital purchases Apply the Adaptive Payments option for transactions that involve multiple recipients Embed the payment process into your site with no mention of PayPal, using Website Payments Pro Use the Instant Payment Notifications you receive as triggers to take follow-up action
How can you tap into the wealth of social web data to discover who’s making connections with whom, what they’re talking about, and where they’re located? With this expanded and thoroughly revised edition, you’ll learn how to acquire, analyze, and summarize data from all corners of the social web, including Facebook, Twitter, LinkedIn, Google+, GitHub, email, websites, and blogs. Employ the Natural Language Toolkit, NetworkX, and other scientific computing tools to mine popular social web sites Apply advanced text-mining techniques, such as clustering and TF-IDF, to extract meaning from human language data Bootstrap interest graphs from GitHub by discovering affinities among people, programming languages, and coding projects Build interactive visualizations with D3.js, an extraordinarily flexible HTML5 and JavaScript toolkit Take advantage of more than two-dozen Twitter recipes, presented in O’Reilly’s popular "problem/solution/discussion" cookbook format The example code for this unique data science book is maintained in a public GitHub repository. It’s designed to be easily accessible through a turnkey virtual machine that facilitates interactive learning with an easy-to-use collection of IPython Notebooks.
Facebook, Twitter, and LinkedIn generate a tremendous amount of valuable social data, but how can you find out who's making connections with social media, what they’re talking about, or where they’re located? This concise and practical book shows you how to answer these questions and more. You'll learn how to combine social web data, analysis techniques, and visualization to help you find what you've been looking for in the social haystack, as well as useful information you didn't know existed. Each standalone chapter introduces techniques for mining data in different areas of the social Web, including blogs and email. All you need to get started is a programming background and a willingness to learn basic Python tools. Get a straightforward synopsis of the social web landscape Use adaptable scripts on GitHub to harvest data from social network APIs such as Twitter, Facebook, and LinkedIn Learn how to employ easy-to-use Python tools to slice and dice the data you collect Explore social connections in microformats with the XHTML Friends Network Apply advanced mining techniques such as TF-IDF, cosine similarity, collocation analysis, document summarization, and clique detection Build interactive visualizations with web technologies based upon HTML5 and JavaScript toolkits "Let Matthew Russell serve as your guide to working with social data sets old (email, blogs) and new (Twitter, LinkedIn, Facebook). Mining the Social Web is a natural successor to Programming Collective Intelligence: a practical, hands-on approach to hacking on data from the social Web with Python." --Jeff Hammerbacher, Chief Scientist, Cloudera "A rich, compact, useful, practical introduction to a galaxy of tools, techniques, and theories for exploring structured and unstructured data." --Alex Martelli, Senior Staff Engineer, Google
Of all the Ajax-specific frameworks that have popped up in recent years, one clearly stands out as the industrial strength solution. Dojo is not just another JavaScript toolkit—it's the JavaScript toolkit—and Dojo: The Definitive Guide demonstrates how to tame Dojo's extensive library of utilities so that you can build rich and responsive web applications like never before. Dojo founder Alex Russell gives a foreword that explains the "why" of Dojo and of this book. Dojo provides an end-to-end solution for development in the browser, including everything from the core JavaScript library and turnkey widgets to build tools and a testing framework. Its vibrant open source community keeps adding to Dojo's arsenal, and this book provides an ideal companion to Dojo's official documentation. Dojo: the Definitive Guide gives you the most thorough overview of this toolkit available, showing you everything from how to create complex layouts and form controls closely resembling those found in the most advanced desktop applications with stock widgets, to advanced JavaScript idioms to AJAX and advanced communication transports. With this definitive reference you get: Get a concise introduction to Dojo that's good for all 1.x versions Well-explained examples, with scores of tested code samples, that let you see Dojo in action A comprehensive reference to Dojo's standard JavaScript library (including fundamental utilities in Base, Dojo's tiny but powerful kernel) that you'll wonder how you ever lived without An extensive look at additional Core features, such as animations, drag-and-drop, back-button handling, animations like wipe and slide, and more Exhaustive coverage of out-of-the-box Dijits (Dojo widgets) as well as definitive coverage on how to create your own, either from scratch or building on existing ones An itemized inventory of DojoX subprojects, the build tools, and the DOH, Dojo's unit-testing framework that you can use with Dojo—or anywhere else If you're a DHTML-toting web developer, you need to read this book—whether you're a one-person operation or part of an organization employing scores of developers. Dojo packs the standard JavaScript library you've always wanted, and Dojo: The Definitive Guide helps you transform your ideas into working applications quickly by leveraging design concepts you already know.
Award-winning professor and author Matthew Lippman enhances teaching and learning with his newest text, Striking the Balance: Debating Criminal Justice and Law. Organizing the book around clashing points of view on contemporary issues in criminal justice and criminal law, Lippman puts each debate into context for students to help them develop a better understanding of the issue. Designed to develop the reader’s critical thinking skills, the text offers students summaries of contrasting views from original sources, questions for classroom discussion, and engaging “You Decide” activities. Additionally, chapter topics are independent of one another, giving instructors the flexibility to customize the material to their individual course organization. Edited to minimize technical legal terms, the text is the perfect companion to any criminal law or introductory criminal justice textbook.
Acclaimed as "the finest state roster ever published" and a "magnificent achievement," North Carolina Troops is an invaluable resource for scholars, local historians, genealogists, and Civil War enthusiasts. Each indexed volume contains unit histories and the names and service records of approximately 7,000 North Carolinians who served in the Civil War.
In the first book of the Bible, every patriarch and many of the matriarchs become angry in significant ways. However, scholars have largely ignored how Genesis treats this emotion, particularly how Genesis functions as Torah by providing ethical instruction about handling this emotion’s perplexities. In this important work, Schlimm fills this gap in scholarship, describing (1) the language surrounding anger in the Hebrew Bible, (2) the moral guidance that Genesis offers for engaging anger, and (3) the function of anger as a literary motif in Genesis. Genesis evidences two bookends, which expose readers to the opposite extremes of anger and its effects. In Gen 4:1–16, anger takes center stage when Cain kills his brother, Abel, although he has done nothing wrong. Fratricide is at one extreme of the spectrum of anger’s results. In the final chapter of Genesis, readers encounter the opposite extreme, forgiveness. Here, Joseph and his brothers forgive one another after a long history of jealousy, anger, deception, and abuse. It is a moment of reconciliation offered just before the book closes, allowing readers to see Joseph as an anti-Cain—someone who has all the power and all the reasons to harm his brothers but instead turns away from anger and, despite the inherent difficulties, offers forgiveness. Although Genesis frames its post-Edenic narratives with two contrasting outcomes of anger—fratricide and forgiveness—it avoids simplistic moral platitudes, such as demanding that its readers respond to being angry with someone by forgiving the person. Genesis instead returns to the theme of anger on many occasions, presenting a multifaceted message about its ethical significance. The text is quite realistic about the difficulties that individuals face and the paradoxes presented by anger. Genesis presents this emotion as a force that naturally arises from one’s moral sensitivities in response to the perception of wrongdoing. At the same time, the text presents anger as a great threat to the moral life. Genesis thus warns readers about the dangers of anger, but it never suggests that one can lead a life free from this emotion. Instead, it portrays many characters who are forced to deal with anger, presenting them with dilemmas that defy easy resolution. Genesis invites readers to imagine ways of alleviating anger, but it is painfully realistic about how difficult, threatening, and short-lived attempts at reconciliation may be.
Let go of your musical biases and dive into the deep cuts that are what music is really about. Let go of your musical biases and dive into the deep cuts that are what music is really about with You’ve Never Heard Your Favorite Song. From underground musicians to passed-over classics, your favorite song is out there waiting for you, you just need to go find it. Relearn what makes a song great and set those played out pop tunes on the back burner once and for all. The latest edition in the Curio series, this pocket-sized book is perfect for referencing on the go. So get reading to find out why you might not even know your favorite song yet, and why you should keep your musical mind open.
More than just an introduction to university life, this is a definitive one-stop survival guide to the opportunities, challenges, and potential pitfalls of life after home.
Millions of public Twitter streams harbor a wealth of data, and once you mine them, you can gain some valuable insights. This short and concise book offers a collection of recipes to help you extract nuggets of Twitter information using easy-to-learn Python tools. Each recipe offers a discussion of how and why the solution works, so you can quickly adapt it to fit your particular needs. The recipes include techniques to: Use OAuth to access Twitter data Create and analyze graphs of retweet relationships Use the streaming API to harvest tweets in realtime Harvest and analyze friends and followers Discover friendship cliques Summarize webpages from short URLs This book is a perfect companion to O’Reilly's Mining the Social Web.
Now in full color, the #1 text spanning the fields of public health and preventive medicine brings you fully up to date on the issues and topics you need to know A Doody's Core Title for 2023! Maxcy-Rosenau-Last Public Health and Preventive Medicine has been updated and revised for the first time in more than a decade. This highly anticipated and extensive edition provides the most current information and insights available on evidence-based public health and preventive medicine, from basic methodologies of public health to principles of epidemiology and infection control to environmental toxicology to global health. The most comprehensive resource of its kind, Maxcy-Rosenau-Last Public Health and Preventive Medicine is the clear choice for anyone seeking a career in public health. Features: • Edited and written by a who's who of global experts • 384 photos and illustrations • New full-color format and improved artwork • Significantly expanded coverage of diseases and preventive methods common in international markets • Greater use of tables and summary lists for easier reading and retention
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