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Mastering Shiny

Author : Hadley Wickham
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 149204735X
Total Pages : 372 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Mastering Shiny by : Hadley Wickham

Download or read book Mastering Shiny written by Hadley Wickham and published by "O'Reilly Media, Inc.". This book was released on 2021-04-29 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master the Shiny web framework—and take your R skills to a whole new level. By letting you move beyond static reports, Shiny helps you create fully interactive web apps for data analyses. Users will be able to jump between datasets, explore different subsets or facets of the data, run models with parameter values of their choosing, customize visualizations, and much more. Hadley Wickham from RStudio shows data scientists, data analysts, statisticians, and scientific researchers with no knowledge of HTML, CSS, or JavaScript how to create rich web apps from R. This in-depth guide provides a learning path that you can follow with confidence, as you go from a Shiny beginner to an expert developer who can write large, complex apps that are maintainable and performant. Get started: Discover how the major pieces of a Shiny app fit together Put Shiny in action: Explore Shiny functionality with a focus on code samples, example apps, and useful techniques Master reactivity: Go deep into the theory and practice of reactive programming and examine reactive graph components Apply best practices: Examine useful techniques for making your Shiny apps work well in production

Engineering Production-grade Shiny Apps

Author : Colin Fay
Publisher :
ISBN 13 : 9781003029878
Total Pages : pages
Book Rating : 4.0/5 (298 download)

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Book Synopsis Engineering Production-grade Shiny Apps by : Colin Fay

Download or read book Engineering Production-grade Shiny Apps written by Colin Fay and published by . This book was released on 2021 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "Presented in full color, Engineering Production-Grade Shiny Apps helps people build production-grade shiny applications, by providing advice, tools, and a methodology to work on web applications with R. This book starts with an overview of the challenges which arise from any big web application project: organizing work, thinking about the user interface, challenges of teamwork & production environment. Then, it moves to a step by step methodology that goes from the idea to the end application. Each part of this process will cover in detail a series of tools and methods to use while building production-ready shiny applications. Finally, the book will end with a series of approaches and advice about optimizations for production"--

Outstanding User Interfaces with Shiny

Author : David Granjon
Publisher : CRC Press
ISBN 13 : 1000587088
Total Pages : 707 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Outstanding User Interfaces with Shiny by : David Granjon

Download or read book Outstanding User Interfaces with Shiny written by David Granjon and published by CRC Press. This book was released on 2022-08-31 with total page 707 pages. Available in PDF, EPUB and Kindle. Book excerpt: Outstanding User Interfaces with Shiny provides the reader with necessary knowledge to develop beautiful and highly interactive user interfaces. It gives the minimum requirements in HTML/JavaScript and CSS to be able to extend already existing Shiny layouts or develop new templates from scratch. Suitable for anyone with some experience of Shiny, package development and software engineering best practices, this book is an ideal guide for graduates and professionals who wish to bring their app design to the next level. Key Features: Provides a survival kit in web development to seamlessly get started with HTML/CSS/JavaScript Leverage CSS and Sass and higher-level tools like {bslib} to substantially enhance the design of your app in no time A comprehensive guide to the {htmltools} package to seamlessly customize existing layouts Describes in detail how Shiny inputs work and how R and JavaScript communicate Details all the necessary steps to create a production-grade custom template from scratch: packaging, shiny tags creation, validating and testing R components and JavaScript Expose common web development debugging technics Provides a list of existing templates, resources to get started and to explore

Engineering Production-Grade Shiny Apps

Author : Colin Fay
Publisher : CRC Press
ISBN 13 : 1000389553
Total Pages : 398 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Engineering Production-Grade Shiny Apps by : Colin Fay

Download or read book Engineering Production-Grade Shiny Apps written by Colin Fay and published by CRC Press. This book was released on 2021-09-27 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the Reviews "[This book] contains an excellent blend of both Shiny-specific topics ... and practical advice from software development that fits in nicely with Shiny apps. You will find many nuggets of wisdom sprinkled throughout these chapters...." Eric Nantz, Host of the R-Podcast and the Shiny Developer Series (from the Foreword) "[This] book is a gradual and pleasant invitation to the production-ready shiny apps world. It ...exposes a comprehensive and robust workflow powered by the {golem} package. [It] fills the not yet covered gap between shiny app development and deployment in such a thrilling way that it may be read in one sitting.... In the industry world, where processes robustness is a key toward productivity, this book will indubitably have a tremendous impact." David Granjon, Sr. Expert Data Science, Novartis Presented in full color, Engineering Production-Grade Shiny Apps helps people build production-grade shiny applications, by providing advice, tools, and a methodology to work on web applications with R. This book starts with an overview of the challenges which arise from any big web application project: organizing work, thinking about the user interface, the challenges of teamwork and the production environment. Then, it moves to a step-by-step methodology that goes from the idea to the end application. Each part of this process will cover in detail a series of tools and methods to use while building production-ready shiny applications. Finally, the book will end with a series of approaches and advice about optimizations for production. Features Focused on practical matters: This book does not cover Shiny concepts, but practical tools and methodologies to use for production. Based on experience: This book is a formalization of several years of experience building Shiny applications. Original content: This book presents new methodologies and tooling, not just a review of what already exists. Engineering Production-Grade Shiny Apps covers medium to advanced content about Shiny, so it will help people that are already familiar with building apps with Shiny, and who want to go one step further.

Outstanding User Interfaces with Shiny

Author : David Granjon
Publisher : CRC Press
ISBN 13 : 1000587061
Total Pages : 511 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Outstanding User Interfaces with Shiny by : David Granjon

Download or read book Outstanding User Interfaces with Shiny written by David Granjon and published by CRC Press. This book was released on 2022-08-31 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: Outstanding User Interfaces with Shiny provides the reader with necessary knowledge to develop beautiful and highly interactive user interfaces. It gives the minimum requirements in HTML/JavaScript and CSS to be able to extend already existing Shiny layouts or develop new templates from scratch. Suitable for anyone with some experience of Shiny, package development and software engineering best practices, this book is an ideal guide for graduates and professionals who wish to bring their app design to the next level. Key Features: Provides a survival kit in web development to seamlessly get started with HTML/CSS/JavaScript Leverage CSS and Sass and higher-level tools like {bslib} to substantially enhance the design of your app in no time A comprehensive guide to the {htmltools} package to seamlessly customize existing layouts Describes in detail how Shiny inputs work and how R and JavaScript communicate Details all the necessary steps to create a production-grade custom template from scratch: packaging, shiny tags creation, validating and testing R components and JavaScript Expose common web development debugging technics Provides a list of existing templates, resources to get started and to explore

Web Application Development with R Using Shiny

Author : Chris Beeley
Publisher : Packt Publishing Ltd
ISBN 13 : 1788998286
Total Pages : 229 pages
Book Rating : 4.7/5 (889 download)

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Book Synopsis Web Application Development with R Using Shiny by : Chris Beeley

Download or read book Web Application Development with R Using Shiny written by Chris Beeley and published by Packt Publishing Ltd. This book was released on 2018-09-27 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: Shiny is an open source R package that provides an elegant and powerful web framework for building web applications using R. This guide takes a fresh approach to developing scalable web applications. It will enable you to create responsive, interactive web applications using the complete R Shiny suite.

Shiny Or Dull

Author : Charlotte Guillain
Publisher : Heinemann-Raintree Library
ISBN 13 : 9781432932886
Total Pages : 28 pages
Book Rating : 4.9/5 (328 download)

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Book Synopsis Shiny Or Dull by : Charlotte Guillain

Download or read book Shiny Or Dull written by Charlotte Guillain and published by Heinemann-Raintree Library. This book was released on 2009 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gives examples of things that are shiny and things that are dull.

Using Shiny to Teach Econometric Models

Author : Shawna K. Metzger
Publisher : Cambridge University Press
ISBN 13 : 1108879853
Total Pages : 124 pages
Book Rating : 4.1/5 (88 download)

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Book Synopsis Using Shiny to Teach Econometric Models by : Shawna K. Metzger

Download or read book Using Shiny to Teach Econometric Models written by Shawna K. Metzger and published by Cambridge University Press. This book was released on 2021-05-20 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Element discusses how shiny, an R package, can help instructors teach quantitative methods more effectively by way of interactive web apps. The interactivity increases instructors' effectiveness by making students more active participants in the learning process, allowing them to engage with otherwise complex material in an accessible, dynamic way. The Element offers four detailed apps that cover two fundamental linear regression topics: estimation methods (least squares, maximum likelihood) and the classic linear regression assumptions. It includes a summary of what the apps can be used to demonstrate, detailed descriptions of the apps' full capabilities, vignettes from actual class use, and example activities. Two other apps pertain to a more advanced topic (LASSO), with similar supporting material. For instructors interested in modifying the apps, the Element also documents the main apps' general code structure, highlights some of the more likely modifications, and goes through what functions need to be amended.

Hands-On Dashboard Development with Shiny

Author : Chris Beeley
Publisher : Packt Publishing Ltd
ISBN 13 : 1789615623
Total Pages : 71 pages
Book Rating : 4.7/5 (896 download)

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Book Synopsis Hands-On Dashboard Development with Shiny by : Chris Beeley

Download or read book Hands-On Dashboard Development with Shiny written by Chris Beeley and published by Packt Publishing Ltd. This book was released on 2018-08-31 with total page 71 pages. Available in PDF, EPUB and Kindle. Book excerpt: Progressively explore UI development with Shiny via practical examples Key Features Write a Shiny interface in pure HTML Explore powerful layout functions to make attractive dashboards and other intuitive interfaces Get to grips with Bootstrap and leverage it in your Shiny applications Book Description Although vanilla Shiny applications look attractive with some layout flexibility, you may still want to have more control over how the interface is laid out to produce a dashboard. Hands-On Dashboard Development with Shiny helps you incorporate this in your applications. The book starts by guiding you in producing an application based on the diamonds dataset included in the ggplot2 package. You’ll create a single application, but the interface will be reskinned and rebuilt throughout using different methods to illustrate their uses and functions using HTML, CSS, and JavaScript. You will also learn to develop an application that creates documents and reports using R Markdown. Furthermore, the book demonstrates the use of HTML templates and the Bootstrap framework. Moving along, you will learn how to produce dashboards using the Shiny command and dashboard package. Finally, you will learn how to lay out applications using a wide range of built-in functions. By the end of the book, you will have an understanding of the principles that underpin layout in Shiny applications, including sections of HTML added to a vanilla Shiny application, HTML interfaces written from scratch, dashboards, navigation bars, and interfaces. What you will learn Add HTML to a Shiny application and write its interfaces from scratch in HTML Use built-in Shiny functions to produce attractive and flexible layouts Produce dashboards, adding icons and notifications Explore Bootstrap themes to lay out your applications Get insights into UI development with hands-on examples Use R Markdown to create and download reports Who this book is for If you have some experience writing Shiny applications and want to use HTML, CSS, and Bootstrap to make custom interfaces, then this book is for you.

Every Shiny Thing

Author : Cordelia Jensen
Publisher : Abrams
ISBN 13 : 1683352491
Total Pages : 368 pages
Book Rating : 4.6/5 (833 download)

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Book Synopsis Every Shiny Thing by : Cordelia Jensen

Download or read book Every Shiny Thing written by Cordelia Jensen and published by Abrams. This book was released on 2018-04-17 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this beautifully constructed middle-grade novel, told half in prose and half in verse, Lauren prides herself on being a good sister, and Sierra is used to taking care of her mom. When Lauren’s parents send her brother to a therapeutic boarding school for teens on the autism spectrum and Sierra moves to a foster home in Lauren’s wealthy neighborhood, both girls are lost until they find a deep bond with each other. But when Lauren recruits Sierra to help with a Robin Hood scheme to raise money for autistic kids who don’t have her family’s resources, Sierra has a lot to lose if the plan goes wrong. Lauren must learn that having good intentions isn’t all that matters when you battle injustice, and Sierra needs to realize that sometimes, the person you need to take care of is yourself.

Shiny Objects

Author : James A. Roberts
Publisher : Harper Collins
ISBN 13 : 0062093622
Total Pages : 347 pages
Book Rating : 4.0/5 (62 download)

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Book Synopsis Shiny Objects by : James A. Roberts

Download or read book Shiny Objects written by James A. Roberts and published by Harper Collins. This book was released on 2011-11-15 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Shiny Objects, a cross between In Praise of Slowness and The Tipping Point, consumer behavior expert Professor James A. Roberts takes us on a tour of America's obsession with consumerism—pointing out its symptoms, diagnosing specific problems, and offering a series of groundbreaking solutions. Roberts gives practical advice for how to correct the materialistic trends in our lives which lock us into a cycle of financial hardship and stress. Shiny Objects, a new The Paradox of Choice for the modern reader, is more than a critique of capitalism—it's also an exploration into how we can live happier, fuller, more productive lives today.

Shiny Things

Author : Amanda Bacon
Publisher : Harvest House Publishers
ISBN 13 : 0736973672
Total Pages : 242 pages
Book Rating : 4.7/5 (369 download)

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Book Synopsis Shiny Things by : Amanda Bacon

Download or read book Shiny Things written by Amanda Bacon and published by Harvest House Publishers. This book was released on 2019-04-16 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: What and who should get the best of us? And why is it so enticing to choose lesser things instead of lasting things? As moms we know the magnetic pull to steer away from what’s important and choose what feels irresistible in the moment. In Shiny Things, Amanda Bacon and Anne-Renee Gumley bring to light the distractions moms face every day. Honoring God and loving our families are our highest priority, but sometimes we need help keeping them there. For all of us who find ourselves caught in the cycle of distraction but are looking for a way out, Shiny Things will help us: identify the threat of distractions so we can learn to live with intention resist the pull to be interrupted by non-essentials and focus on God and our priority people purpose to live free from distraction with hearts turned Godward in all we do It’s never too late to take hold of what’s most important. Today’s a great day to start.

Interactive Web-Based Data Visualization with R, plotly, and shiny

Author : Carson Sievert
Publisher : CRC Press
ISBN 13 : 0429824203
Total Pages : 278 pages
Book Rating : 4.4/5 (298 download)

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Book Synopsis Interactive Web-Based Data Visualization with R, plotly, and shiny by : Carson Sievert

Download or read book Interactive Web-Based Data Visualization with R, plotly, and shiny written by Carson Sievert and published by CRC Press. This book was released on 2020-01-30 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: The richly illustrated Interactive Web-Based Data Visualization with R, plotly, and shiny focuses on the process of programming interactive web graphics for multidimensional data analysis. It is written for the data analyst who wants to leverage the capabilities of interactive web graphics without having to learn web programming. Through many R code examples, you will learn how to tap the extensive functionality of these tools to enhance the presentation and exploration of data. By mastering these concepts and tools, you will impress your colleagues with your ability to quickly generate more informative, engaging, and reproducible interactive graphics using free and open source software that you can share over email, export to pdf, and more. Key Features: Convert static ggplot2 graphics to an interactive web-based form Link, animate, and arrange multiple plots in standalone HTML from R Embed, modify, and respond to plotly graphics in a shiny app Learn best practices for visualizing continuous, discrete, and multivariate data Learn numerous ways to visualize geo-spatial data This book makes heavy use of plotly for graphical rendering, but you will also learn about other R packages that support different phases of a data science workflow, such as tidyr, dplyr, and tidyverse. Along the way, you will gain insight into best practices for visualization of high-dimensional data, statistical graphics, and graphical perception. The printed book is complemented by an interactive website where readers can view movies demonstrating the examples and interact with graphics.

Learning Shiny

Author : Hernan G. Resnizky
Publisher : Packt Publishing Ltd
ISBN 13 : 1785281992
Total Pages : 247 pages
Book Rating : 4.7/5 (852 download)

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Book Synopsis Learning Shiny by : Hernan G. Resnizky

Download or read book Learning Shiny written by Hernan G. Resnizky and published by Packt Publishing Ltd. This book was released on 2015-10-16 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: Make the most of R's dynamic capabilities and implement web applications with Shiny About This Book Present interactive data visualizations in R within the Shiny framework Construct web dashboards in a simple, intuitive, but fully flexible environment Apply your skills to create a real-world web application with this step-by-step guide Who This Book Is For If you are a data scientist who needs a platform to show your results to a broader audience in an attractive and visual way, or a web developer with no prior experience in R or Shiny, this is the book for you. What You Will Learn Comprehend many useful functions, such as lapply and apply, to process data in R Write and structure different files to create a basic dashboard Develop graphics in R using popular graphical libraries such as ggplot2 and GoogleVis Mount a dashboard on a Linux Server Integrate Shiny with non-R-native visualization, such as D3.js Design and build a web application In Detail R is nowadays one of the most used tools in data science. However, along with Shiny, it is also gaining territory in the web application world, due to its simplicity and flexibility. Shiny is a framework that enables the creation of interactive visualizations written entirely in R and can be displayed in almost any ordinary web browser. It is a package from RStudio, which is an IDE for R. From the fundamentals of R to the administration of multi-concurrent, fully customized web applications, this book explains how to achieve your desired web application in an easy and gradual way. You will start by learning about the fundamentals of R, and will move on to looking at simple and practical examples. These examples will enable you to grasp many useful tools that will assist you in solving the usual problems that can be faced when developing data visualizations. You will then walk through the integration of Shiny with R in general and view the different visualization possibilities out there. Finally, you will put your skills to the test and create your first web application! Style and approach This is a comprehensive, step-by-step guide that will allow you to learn and make full use of R and Shiny's capabilities in a gradual way, together with clear, applied examples.

bookdown

Author : Yihui Xie
Publisher : CRC Press
ISBN 13 : 1351792601
Total Pages : 140 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis bookdown by : Yihui Xie

Download or read book bookdown written by Yihui Xie and published by CRC Press. This book was released on 2016-12-12 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: bookdown: Authoring Books and Technical Documents with R Markdown presents a much easier way to write books and technical publications than traditional tools such as LaTeX and Word. The bookdown package inherits the simplicity of syntax and flexibility for data analysis from R Markdown, and extends R Markdown for technical writing, so that you can make better use of document elements such as figures, tables, equations, theorems, citations, and references. Similar to LaTeX, you can number and cross-reference these elements with bookdown. Your document can even include live examples so readers can interact with them while reading the book. The book can be rendered to multiple output formats, including LaTeX/PDF, HTML, EPUB, and Word, thus making it easy to put your documents online. The style and theme of these output formats can be customized. We used books and R primarily for examples in this book, but bookdown is not only for books or R. Most features introduced in this book also apply to other types of publications: journal papers, reports, dissertations, course handouts, study notes, and even novels. You do not have to use R, either. Other choices of computing languages include Python, C, C++, SQL, Bash, Stan, JavaScript, and so on, although R is best supported. You can also leave out computing, for example, to write a fiction. This book itself is an example of publishing with bookdown and R Markdown, and its source is fully available on GitHub.

R Markdown

Author : Yihui Xie
Publisher : CRC Press
ISBN 13 : 0429782969
Total Pages : 307 pages
Book Rating : 4.4/5 (297 download)

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Book Synopsis R Markdown by : Yihui Xie

Download or read book R Markdown written by Yihui Xie and published by CRC Press. This book was released on 2018-07-27 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: R Markdown: The Definitive Guide is the first official book authored by the core R Markdown developers that provides a comprehensive and accurate reference to the R Markdown ecosystem. With R Markdown, you can easily create reproducible data analysis reports, presentations, dashboards, interactive applications, books, dissertations, websites, and journal articles, while enjoying the simplicity of Markdown and the great power of R and other languages. In this book, you will learn Basics: Syntax of Markdown and R code chunks, how to generate figures and tables, and how to use other computing languages Built-in output formats of R Markdown: PDF/HTML/Word/RTF/Markdown documents and ioslides/Slidy/Beamer/PowerPoint presentations Extensions and applications: Dashboards, Tufte handouts, xaringan/reveal.js presentations, websites, books, journal articles, and interactive tutorials Advanced topics: Parameterized reports, HTML widgets, document templates, custom output formats, and Shiny documents. Yihui Xie is a software engineer at RStudio. He has authored and co-authored several R packages, including knitr, rmarkdown, bookdown, blogdown, shiny, xaringan, and animation. He has published three other books, Dynamic Documents with R and knitr, bookdown: Authoring Books and Technical Documents with R Markdown, and blogdown: Creating Websites with R Markdown. J.J. Allaire is the founder of RStudio and the creator of the RStudio IDE. He is an author of several packages in the R Markdown ecosystem including rmarkdown, flexdashboard, learnr, and radix. Garrett Grolemund is the co-author of R for Data Science and author of Hands-On Programming with R. He wrote the lubridate R package and works for RStudio as an advocate who trains engineers to do data science with R and the Tidyverse.

The Queen of Bright and Shiny Things

Author : Ann Aguirre
Publisher : Feiwel & Friends
ISBN 13 : 1250078105
Total Pages : 334 pages
Book Rating : 4.2/5 (5 download)

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Book Synopsis The Queen of Bright and Shiny Things by : Ann Aguirre

Download or read book The Queen of Bright and Shiny Things written by Ann Aguirre and published by Feiwel & Friends. This book was released on 2015-04-07 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sage Czinski is trying really hard to be perfect. If she manages it, people won't peer beyond the surface, or ask hard questions about her past. She's learned to substitute causes for relationships, and it's working just fine . . . until Shane Cavendish strolls into her math class. He's a little antisocial, a lot beautiful, and everything she never knew she always wanted. Shane Cavendish just wants to be left alone to play guitar and work on his music. He's got heartbreak and loneliness in his rearview mirror, and this new school represents his last chance. He doesn't expect to be happy; he only wants to graduate and move on. He never counted on a girl like Sage. But love doesn't mend all broken things, and sometimes life has to fall apart before it can be put back together again. . . .