Social Network Analysis For Startups

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Social Network Analysis for Startups

Maksim Tsvetovat,Alexander Kouznetsov
Social Network Analysis for Startups Book PDF

Author : Maksim Tsvetovat,Alexander Kouznetsov
Publisher : "O'Reilly Media, Inc."
Page : 191 pages
File Size : 52,8 Mb
Release : 2011-10-06
Category : Business & Economics
ISBN : 9781449306465

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Social Network Analysis for Startups by Maksim Tsvetovat,Alexander Kouznetsov Pdf

Does your startup rely on social network analysis? This concise guide provides a statistical framework to help you identify social processes hidden among the tons of data now available. Social network analysis (SNA) is a discipline that predates Facebook and Twitter by 30 years. Through expert SNA researchers, you'll learn concepts and techniques for recognizing patterns in social media, political groups, companies, cultural trends, and interpersonal networks. You'll also learn how to use Python and other open source tools—such as NetworkX, NumPy, and Matplotlib—to gather, analyze, and visualize social data. This book is the perfect marriage between social network theory and practice, and a valuable source of insight and ideas. Discover how internal social networks affect a company’s ability to perform Follow terrorists and revolutionaries through the 1998 Khobar Towers bombing, the 9/11 attacks, and the Egyptian uprising Learn how a single special-interest group can control the outcome of a national election Examine relationships between companies through investment networks and shared boards of directors Delve into the anatomy of cultural fads and trends—offline phenomena often mediated by Twitter and Facebook

Social Network Analysis for Startups

Maksim Tsvetovat,Alexander Kouznetsov
Social Network Analysis for Startups Book PDF

Author : Maksim Tsvetovat,Alexander Kouznetsov
Publisher : "O'Reilly Media, Inc."
Page : 192 pages
File Size : 42,9 Mb
Release : 2011-09-27
Category : Electronic
ISBN : 9781449317621

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Social Network Analysis for Startups by Maksim Tsvetovat,Alexander Kouznetsov Pdf

Does your startup rely on social network analysis? This concise guide provides a statistical framework to help you identify social processes hidden among the tons of data now available. Social network analysis (SNA) is a discipline that predates Facebook and Twitter by 30 years. Through expert SNA researchers, you'll learn concepts and techniques for recognizing patterns in social media, political groups, companies, cultural trends, and interpersonal networks. You'll also learn how to use Python and other open source tools—such as NetworkX, NumPy, and Matplotlib—to gather, analyze, and visualize social data. This book is the perfect marriage between social network theory and practice, and a valuable source of insight and ideas. Discover how internal social networks affect a company’s ability to perform Follow terrorists and revolutionaries through the 1998 Khobar Towers bombing, the 9/11 attacks, and the Egyptian uprising Learn how a single special-interest group can control the outcome of a national election Examine relationships between companies through investment networks and shared boards of directors Delve into the anatomy of cultural fads and trends—offline phenomena often mediated by Twitter and Facebook

Social Network Analysis

Mohammad Gouse Galety,Chiai Al Atroshi,Buni Balabantaray,Sachi Nandan Mohanty
Social Network Analysis Book PDF

Author : Mohammad Gouse Galety,Chiai Al Atroshi,Buni Balabantaray,Sachi Nandan Mohanty
Publisher : John Wiley & Sons
Page : 260 pages
File Size : 40,8 Mb
Release : 2022-04-28
Category : Technology & Engineering
ISBN : 9781119836735

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Social Network Analysis by Mohammad Gouse Galety,Chiai Al Atroshi,Buni Balabantaray,Sachi Nandan Mohanty Pdf

SOCIAL NETWORK ANALYSIS As social media dominates our lives in increasing intensity, the need for developers to understand the theory and applications is ongoing as well. This book serves that purpose. Social network analysis is the solicitation of network science on social networks, and social occurrences are denoted and premeditated by data on coinciding pairs as the entities of opinion. The book features: Social network analysis from a computational perspective using python to show the significance of fundamental facets of network theory and the various metrics used to measure the social network. An understanding of network analysis and motivations to model phenomena as networks. Real-world networks established with human-related data frequently display social properties, i.e., patterns in the graph from which human behavioral patterns can be analyzed and extracted. Exemplifies information cascades that spread through an underlying social network to achieve widespread adoption. Network analysis that offers an appreciation method to health systems and services to illustrate, diagnose, and analyze networks in health systems. The social web has developed a significant social and interactive data source that pays exceptional attention to social science and humanities research. The benefits of artificial intelligence enable social media platforms to meet an increasing number of users and yield the biggest marketplace, thus helping social networking analysis distribute better customer understanding and aiding marketers to target the right customers. Audience The book will interest computer scientists, AI researchers, IT and software engineers, mathematicians.

Sentiment Analysis in Social Networks

Federico Alberto Pozzi,Elisabetta Fersini,Enza Messina,Bing Liu
Sentiment Analysis in Social Networks Book PDF

Author : Federico Alberto Pozzi,Elisabetta Fersini,Enza Messina,Bing Liu
Publisher : Morgan Kaufmann
Page : 284 pages
File Size : 42,7 Mb
Release : 2016-10-06
Category : Computers
ISBN : 9780128044384

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Sentiment Analysis in Social Networks by Federico Alberto Pozzi,Elisabetta Fersini,Enza Messina,Bing Liu Pdf

The aim of Sentiment Analysis is to define automatic tools able to extract subjective information from texts in natural language, such as opinions and sentiments, in order to create structured and actionable knowledge to be used by either a decision support system or a decision maker. Sentiment analysis has gained even more value with the advent and growth of social networking. Sentiment Analysis in Social Networks begins with an overview of the latest research trends in the field. It then discusses the sociological and psychological processes underling social network interactions. The book explores both semantic and machine learning models and methods that address context-dependent and dynamic text in online social networks, showing how social network streams pose numerous challenges due to their large-scale, short, noisy, context- dependent and dynamic nature. Further, this volume: Takes an interdisciplinary approach from a number of computing domains, including natural language processing, machine learning, big data, and statistical methodologies Provides insights into opinion spamming, reasoning, and social network analysis Shows how to apply sentiment analysis tools for a particular application and domain, and how to get the best results for understanding the consequences Serves as a one-stop reference for the state-of-the-art in social media analytics Takes an interdisciplinary approach from a number of computing domains, including natural language processing, big data, and statistical methodologies Provides insights into opinion spamming, reasoning, and social network mining Shows how to apply opinion mining tools for a particular application and domain, and how to get the best results for understanding the consequences Serves as a one-stop reference for the state-of-the-art in social media analytics

Why Startups Fail

Tom Eisenmann
Why Startups Fail Book PDF

Author : Tom Eisenmann
Publisher : Currency
Page : 370 pages
File Size : 54,7 Mb
Release : 2021-03-30
Category : Business & Economics
ISBN : 9780593137024

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Why Startups Fail by Tom Eisenmann Pdf

If you want your startup to succeed, you need to understand why startups fail. “Whether you’re a first-time founder or looking to bring innovation into a corporate environment, Why Startups Fail is essential reading.”—Eric Ries, founder and CEO, LTSE, and New York Times bestselling author of The Lean Startup and The Startup Way Why do startups fail? That question caught Harvard Business School professor Tom Eisenmann by surprise when he realized he couldn’t answer it. So he launched a multiyear research project to find out. In Why Startups Fail, Eisenmann reveals his findings: six distinct patterns that account for the vast majority of startup failures. • Bad Bedfellows. Startup success is thought to rest largely on the founder’s talents and instincts. But the wrong team, investors, or partners can sink a venture just as quickly. • False Starts. In following the oft-cited advice to “fail fast” and to “launch before you’re ready,” founders risk wasting time and capital on the wrong solutions. • False Promises. Success with early adopters can be misleading and give founders unwarranted confidence to expand. • Speed Traps. Despite the pressure to “get big fast,” hypergrowth can spell disaster for even the most promising ventures. • Help Wanted. Rapidly scaling startups need lots of capital and talent, but they can make mistakes that leave them suddenly in short supply of both. • Cascading Miracles. Silicon Valley exhorts entrepreneurs to dream big. But the bigger the vision, the more things that can go wrong. Drawing on fascinating stories of ventures that failed to fulfill their early promise—from a home-furnishings retailer to a concierge dog-walking service, from a dating app to the inventor of a sophisticated social robot, from a fashion brand to a startup deploying a vast network of charging stations for electric vehicles—Eisenmann offers frameworks for detecting when a venture is vulnerable to these patterns, along with a wealth of strategies and tactics for avoiding them. A must-read for founders at any stage of their entrepreneurial journey, Why Startups Fail is not merely a guide to preventing failure but also a roadmap charting the path to startup success.

Handbook of Research on Advanced Research Methodologies for a Digital Society

Punziano, Gabriella,Delli Paoli, Angela
Handbook of Research on Advanced Research Methodologies for a Digital Society Book PDF

Author : Punziano, Gabriella,Delli Paoli, Angela
Publisher : IGI Global
Page : 919 pages
File Size : 40,8 Mb
Release : 2021-09-03
Category : Reference
ISBN : 9781799884743

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Handbook of Research on Advanced Research Methodologies for a Digital Society by Punziano, Gabriella,Delli Paoli, Angela Pdf

Doing research is an ever-changing challenge for social scientists. This challenge is harder than ever today as current societies are changing quickly and in many, sometimes conflicting, directions. Social phenomena, personal interactions, and formal and informal relationships are becoming more borderless and disconnected from the anchors of the offline “reality.” These dynamics are heavily marking our time and are suggesting evolutionary challenges in the ways we know, interpret, and analyze the world. Internet and computer-mediated communication (CMC) is being incorporated into every aspect of daily life, and social life has been deeply penetrated by the internet. This is due to recent technological developments that increase the scope and range of online social spaces and the forms and time of participation such as Web 2.0, which widened the opportunities for user-generated content, the emergence of an “internet of things,” and of ubiquitous mobile devices that make it possible to always be connected. This implies an adjustment to epistemological and methodological stances for conducting social research and an adaption of traditional social research methods to the specificities of online interactions in the digital society. The Handbook of Research on Advanced Research Methodologies for a Digital Society covers the different strands of methods most affected by the change in a digital society and develops a broader theoretical reflection on the future of social research in its challenge to always be fitting, suitable, adaptable, and pertinent to the society to be studied. The chapters are geared towards unlocking the future frontiers and potential for social research in the digital society. They include theoretical, epistemological, and ontological reflections about the digital research methods as well as innovative methods and tools to collect, analyze, and interpret data. This book is ideal for social scientists, practitioners, librarians, researchers, academicians, and students interested in social research methodology and its developments in the digital scenario.

Super Founders

Ali Tamaseb
Super Founders Book PDF

Author : Ali Tamaseb
Publisher : PublicAffairs
Page : 280 pages
File Size : 48,5 Mb
Release : 2021-05-18
Category : Business & Economics
ISBN : 9781541768413

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Super Founders by Ali Tamaseb Pdf

Super Founders uses a data-driven approach to understand what really differentiates billion-dollar startups from the rest—revealing that nearly everything we thought was true about them is false! Ali Tamaseb has spent thousands of hours manually amassing what may be the largest dataset ever collected on startups, comparing billion-dollar startups with those that failed to become one—30,000 data points on nearly every factor: number of competitors, market size, the founder’s age, his or her university’s ranking, quality of investors, fundraising time, and many, many more. And what he found looked far different than expected. Just to mention a few: Most unicorn founders had no industry experience; There's no disadvantage to being a solo founder or to being a non-technical CEO; Less than 15% went through any kind of accelerator program; Over half had strong competitors when starting--being first to market with an idea does not actually matter. You will also hear the stories of the early days of billion-dollar startups first-hand. The book includes exclusive interviews with the founders/investors of Zoom, Instacart, PayPal, Nest, Github, Flatiron Health, Kite Pharma, Facebook, Stripe, Airbnb, YouTube, LinkedIn, Lyft, DoorDash, Coinbase, and Square, venture capital investors like Elad Gil, Peter Thiel, Alfred Lin from Sequoia Capital and Keith Rabois of Founders Fund, as well as previously untold stories about the early days of ByteDance (TikTok), WhatsApp, Dropbox, Discord, DiDi, Flipkart, Instagram, Careem, Peloton, and SpaceX. Packed with counterintuitive insights and inside stories from people who have built massively successful companies, Super Founders is a paradigm-shifting and actionable guide for entrepreneurs, investors, and anyone interested in what makes a startup successful.

Analyzing Social Media Networks with NodeXL

Derek Hansen,Ben Shneiderman,Marc A. Smith
Analyzing Social Media Networks with NodeXL Book PDF

Author : Derek Hansen,Ben Shneiderman,Marc A. Smith
Publisher : Morgan Kaufmann
Page : 301 pages
File Size : 48,6 Mb
Release : 2010-09-14
Category : Computers
ISBN : 9780123822307

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Analyzing Social Media Networks with NodeXL by Derek Hansen,Ben Shneiderman,Marc A. Smith Pdf

Analyzing Social Media Networks with NodeXL offers backgrounds in information studies, computer science, and sociology. This book is divided into three parts: analyzing social media, NodeXL tutorial, and social-media network analysis case studies. Part I provides background in the history and concepts of social media and social networks. Also included here is social network analysis, which flows from measuring, to mapping, and modeling collections of connections. The next part focuses on the detailed operation of the free and open-source NodeXL extension of Microsoft Excel, which is used in all exercises throughout this book. In the final part, each chapter presents one form of social media, such as e-mail, Twitter, Facebook, Flickr, and Youtube. In addition, there are descriptions of each system, the nature of networks when people interact, and types of analysis for identifying people, documents, groups, and events. Walks you through NodeXL, while explaining the theory and development behind each step, providing takeaways that can apply to any SNA Demonstrates how visual analytics research can be applied to SNA tools for the mass market Includes case studies from researchers who use NodeXL on popular networks like email, Facebook, Twitter, and wikis Download companion materials and resources at https://nodexl.codeplex.com/documentation

Social Startup Success

Kathleen Kelly Janus
Social Startup Success Book PDF

Author : Kathleen Kelly Janus
Publisher : Da Capo Lifelong Books
Page : 258 pages
File Size : 44,9 Mb
Release : 2018-01-16
Category : Business & Economics
ISBN : 9780738219912

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Social Startup Success by Kathleen Kelly Janus Pdf

With business advice from an expert entrepreneur, learn how to identify and leverage the key factors that will bring sustainability and success to your startup. Kathleen Kelly Janus, a lecturer at the Stanford University Program on Social Entrepreneurship and the founder of the successful social enterprise Spark, set out to investigate what makes a startup succeed or fail. She surveyed more than 200 high-performing social entrepreneurs and interviewed dozens of founders. Social Startup Success shares her findings for the legions of entrepreneurs working for social good, revealing how the best organizations get over the revenue hump. How do social ventures scale to over $2 million, Janus's clear benchmark for a social enterprise's sustainability? ​Janus, tapping into strong connections to the Silicon Valley world where many of these ventures are started or and/or funded, reveals insights from key figures such as DonorsChoose founder Charles Best, charity:water's Scott Harrison, Reshma Saujani of Girls Who Code and many others. Social Startup Success will be social entrepreneurship's essential playbook; the first definitive guide to solving the problem of scale.

Zero to One

Peter Thiel,Blake Masters
Zero to One Book PDF

Author : Peter Thiel,Blake Masters
Publisher : Crown Currency
Page : 225 pages
File Size : 48,8 Mb
Release : 2014-09-16
Category : Business & Economics
ISBN : 9780804139304

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Zero to One by Peter Thiel,Blake Masters Pdf

#1 NEW YORK TIMES BESTSELLER • “This book delivers completely new and refreshing ideas on how to create value in the world.”—Mark Zuckerberg, CEO of Meta “Peter Thiel has built multiple breakthrough companies, and Zero to One shows how.”—Elon Musk, CEO of SpaceX and Tesla The great secret of our time is that there are still uncharted frontiers to explore and new inventions to create. In Zero to One, legendary entrepreneur and investor Peter Thiel shows how we can find singular ways to create those new things. Thiel begins with the contrarian premise that we live in an age of technological stagnation, even if we’re too distracted by shiny mobile devices to notice. Information technology has improved rapidly, but there is no reason why progress should be limited to computers or Silicon Valley. Progress can be achieved in any industry or area of business. It comes from the most important skill that every leader must master: learning to think for yourself. Doing what someone else already knows how to do takes the world from 1 to n, adding more of something familiar. But when you do something new, you go from 0 to 1. The next Bill Gates will not build an operating system. The next Larry Page or Sergey Brin won’t make a search engine. Tomorrow’s champions will not win by competing ruthlessly in today’s marketplace. They will escape competition altogether, because their businesses will be unique. Zero to One presents at once an optimistic view of the future of progress in America and a new way of thinking about innovation: it starts by learning to ask the questions that lead you to find value in unexpected places.

Handbook of Social Network Technologies and Applications

Borko Furht
Handbook of Social Network Technologies and Applications Book PDF

Author : Borko Furht
Publisher : Springer Science & Business Media
Page : 718 pages
File Size : 41,9 Mb
Release : 2010-11-04
Category : Computers
ISBN : 9781441971425

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Handbook of Social Network Technologies and Applications by Borko Furht Pdf

Social networking is a concept that has existed for a long time; however, with the explosion of the Internet, social networking has become a tool for people to connect and communicate in ways that were impossible in the past. The recent development of Web 2.0 has provided many new applications, such as Myspace, Facebook, and LinkedIn. The purpose of Handbook of Social Network Technologies and Applications is to provide comprehensive guidelines on the current and future trends in social network technologies and applications in the field of Web-based Social Networks. This handbook includes contributions from world experts in the field of social networks from both academia and private industry. A number of crucial topics are covered including Web and software technologies and communication technologies for social networks. Web-mining techniques, visualization techniques, intelligent social networks, Semantic Web, and many other topics are covered. Standards for social networks, case studies, and a variety of applications are covered as well.

Handbook of Entrepreneurship Research

Sharon A. Alvarez,Rajshree R. Agarwal,Olav Sorenson
Handbook of Entrepreneurship Research Book PDF

Author : Sharon A. Alvarez,Rajshree R. Agarwal,Olav Sorenson
Publisher : Springer Science & Business Media
Page : 286 pages
File Size : 43,6 Mb
Release : 2006-03-30
Category : Business & Economics
ISBN : 9780387236223

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Handbook of Entrepreneurship Research by Sharon A. Alvarez,Rajshree R. Agarwal,Olav Sorenson Pdf

early economic thinkers and classic works such as Cantillon (1755), Knight (1921), and Kirzner (1973). The paper opens by explaining how uncertainty and thus entrepreneurship disappeared from microeconomic theory as it became increasingly formalized (and stylized). It then goes on to bring the entrepreneur and entrepreneurial decision-making back into economic theory by focusing on the interrelationships among actors, knowledge, and perceived economic opportunities using a resource-based framework. The third paper in this section (Chapter 4) is by Foss and Klein, "Entrepreneurship and the Economic Theory of the Firm: Any Gains from Trade?" Foss and Klein strongly link theories of the firm to entrepreneurship, arguing a fundamental and intrinsic connection between the two. They, like Mahoney and Michael, explain how entrepreneurship became less important in economic models as the general equilibrium model became dominant. Foss and Klein ask: Does the entrepreneur need a firm? They focus on the judgment of the entrepreneur and suggest that this judgment is exercised through asset ownership and starting a firm. Foss and Klein further argue that it is through this notion of judgment that heterogeneous assets combine to meet future wants.

Managing Startups: Best Blog Posts

Thomas Eisenmann
Managing Startups Best Blog Posts Book PDF

Author : Thomas Eisenmann
Publisher : "O'Reilly Media, Inc."
Page : 452 pages
File Size : 48,6 Mb
Release : 2013-05-01
Category : Business & Economics
ISBN : 9781449370497

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Managing Startups: Best Blog Posts by Thomas Eisenmann Pdf

If you want salient advice about your startup, you’ve hit the jackpot with this book. Harvard Business School Professor Tom Eisenmann annually compiles the best posts from many blogs on technology startup management, primarily for the benefit of his students. This book makes his latest collection available to the broader entrepreneur community. You’ll find 72 posts from successful entrepreneurs and venture capitalists, such as Fred Wilson, Steve Blank, Ash Maurya, Joel Spolsky, and Ben Yoskovitz. They cover a wide range of topics essential to your startup’s success, including: Management tasks: Engineering, product management, marketing, sales, and business development Organizational issues: Cofounder tensions, recruiting, and career planning Funding: The latest developments in capital markets that affect startups Divided into 13 areas of focus, the book’s contributors explore the metrics you need to run your startup, discuss lean prototyping techniques for hardware, identify costly outsourcing mistakes, provide practical tips on user acquisition, offer branding guidelines, and explain how a choir of angel investors often will sing different parts. And that’s just for starters.

Smart and Sustainable Collaborative Networks 4.0

Luis M. Camarinha-Matos,Xavier Boucher,Hamideh Afsarmanesh
Smart and Sustainable Collaborative Networks 4 0 Book PDF

Author : Luis M. Camarinha-Matos,Xavier Boucher,Hamideh Afsarmanesh
Publisher : Springer Nature
Page : 792 pages
File Size : 49,9 Mb
Release : 2021-11-15
Category : Computers
ISBN : 9783030859695

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Smart and Sustainable Collaborative Networks 4.0 by Luis M. Camarinha-Matos,Xavier Boucher,Hamideh Afsarmanesh Pdf

This book constitutes the refereed proceedings of the 22nd IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2021, held in Saint-Étienne, and virtually in November 2021. The 70 papers (15 full and 55 short) presented with 5 industrial workshop papers were carefully reviewed and selected from 189 submissions. They provide a comprehensive overview of major challenges and recent advances in various domains related to the digital transformation and collaborative networks and their applications with a strong focus on the following areas related to the main theme of the conference: sustainable collaborative networks; sustainability via digitalization; analysis and assessment of business ecosystems; human factors in collaboration 4.0; maintenance and life-cycle management; policies and new digital services; safety and collaboration management; simulation and optimization; complex collaborative systems and ontologies; value co-creation in digitally enabled ecosystems; digitalization strategy in collaborative enterprises’ networks; pathways and tools for DIHs; socio-technical perspectives on smart product-service systems; knowledge transfer and accelerated innovation in FoF; interoperability of IoT and CPS for industrial CNs; sentient immersive response network; digital tools and applications for collaborative healthcare; collaborative networks and open innovation in education 4.0; collaborative learning networks with industry and academia; and industrial workshop.

Social Chemistry

Marissa King
Social Chemistry Book PDF

Author : Marissa King
Publisher : Penguin
Page : 368 pages
File Size : 40,6 Mb
Release : 2021-01-05
Category : Business & Economics
ISBN : 9781524743819

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Social Chemistry by Marissa King Pdf

One of 2021's Most Highly Anticipated New Books—Newsweek One of The 20 Leadership Books to Read in 2020—Adam Grant One of The Best New Wellness Books Hitting Shelves in January 2021—Shape.com A Top Business Book for January 2021—Financial Times A Next Big Idea Club Nominee Social Chemistry will utterly transform the way you think about “networking.” Understanding the contours of your social network can dramatically enhance personal relationships, work life, and even your global impact. Are you an Expansionist, a Broker, or a Convener? The answer matters more than you think. . . . Yale professor Marissa King shows how anyone can build more meaningful and productive relationships based on insights from neuroscience, psychology, and network analytics. Conventional wisdom says it's the size of your network that matters, but social science research has proven there is more to it. King explains that the quality and structure of our relationships has the greatest impact on our personal and professional lives. As she shows, there are three basic types of networks, so readers can see the role they are already playing: Expansionist, Broker, or Convener. This network decoder enables readers to own their network style and modify it for better alignment with their life plans and values. High-quality connections in your social network strongly predict cognitive functioning, emotional resilience, and satisfaction at work. A well-structured network is likely to boost the quality of your ideas, as well as your pay. Beyond the office, social connections are the lifeblood of our health and happiness. The compiled results from dozens of previous studies found that our social relationships have an effect on our likelihood of dying prematurely—equivalent to obesity or smoking. Rich stories of Expansionists like Vernon Jordan, Brokers like Yo-Yo Ma, and Conveners like Anna Wintour, as well as personal experiences from King's own world of connections, inform this warm, engaging, revelatory investigation into some of the most consequential decisions we can make about the trajectory of our lives.