{"product_id":"interactive-dashboards-and-data-apps-elias-dabbas-9781800568914","title":"Interactive Dashboards and Data Apps with Plotly and Dash: Harness the power of a fully fledged frontend web framework in Python - no JavaScript requi","description":"\u003cp\u003e\u003cstrong\u003eBuild web-based, mobile-friendly analytic apps and interactive dashboards with Python\u003c\/strong\u003e\u003c\/p\u003eKey Features\u003cul\u003e\n\u003cli\u003eDevelop data apps and dashboards without any knowledge of JavaScript\u003c\/li\u003e\n\u003cli\u003eMap different types of data such as integers, floats, and dates to bar charts, scatter plots, and more\u003c\/li\u003e\n\u003cli\u003eCreate controls and visual elements with multiple inputs and outputs and add functionality to the app as per your requirements\u003c\/li\u003e\n\u003c\/ul\u003eBook Description\u003cp\u003ePlotly's Dash framework is a life-saver for Python developers who want to develop complete data apps and interactive dashboards without JavaScript, but you'll need to have the right guide to make sure you're getting the most of it. With the help of this book, you'll be able to explore the functionalities of Dash for visualizing data in different ways.\u003c\/p\u003e\u003cp\u003eInteractive Dashboards and Data Apps with Plotly and Dash will first give you an overview of the Dash ecosystem, its main packages, and the third-party packages crucial for structuring and building different parts of your apps. You'll learn how to create a basic Dash app and add different features to it.\u003c\/p\u003e\u003cp\u003eNext, you'll integrate controls such as dropdowns, checkboxes, sliders, date pickers, and more in the app and then link them to charts and other outputs. Depending on the data you are visualizing, you'll also add several types of charts, including scatter plots, line plots, bar charts, histograms, and maps, as well as explore the options available for customizing them.\u003c\/p\u003e\u003cp\u003eBy the end of this book, you'll have developed the skills you need to create and deploy an interactive dashboard, handle complexities and code refactoring, and understand the process of improving your application.\u003c\/p\u003eWhat you will learn\u003cul\u003e\n\u003cli\u003eFind out how to run a fully interactive and easy-to-use app\u003c\/li\u003e\n\u003cli\u003eConvert your charts to various formats including images and HTML files\u003c\/li\u003e\n\u003cli\u003eUse Plotly Express and the grammar of graphics for easily mapping data to various visual attributes\u003c\/li\u003e\n\u003cli\u003eCreate different chart types, such as bar charts, scatter plots, histograms, maps, and more\u003c\/li\u003e\n\u003cli\u003eExpand your app by creating dynamic pages that generate content based on URLs\u003c\/li\u003e\n\u003cli\u003eImplement new callbacks to manage charts based on URLs and vice versa\u003c\/li\u003e\n\u003c\/ul\u003eWho this book is for\u003cp\u003eThis Plotly Dash book is for data professionals and data analysts who want to gain a better understanding of their data with the help of different visualizations and dashboards - and without having to use JS. Basic knowledge of the Python programming language and HTML will help you to grasp the concepts covered in this book more effectively, but it's not a prerequisite.\u003c\/p\u003eTable of Contents\u003col\u003e\n\u003cli\u003eOverview of the Dash Ecosystem\u003c\/li\u003e\n\u003cli\u003eExploring the Structure of a Dash App\u003c\/li\u003e\n\u003cli\u003eWorking with Plotly's Figure Objects\u003c\/li\u003e\n\u003cli\u003eData Manipulation and Preparation - Paving the Way to Plotly Express\u003c\/li\u003e\n\u003cli\u003eInteractively Comparing Values with Bar Charts and Dropdown Menus\u003c\/li\u003e\n\u003cli\u003eExploring Variables with Scatter Plots and Filtering Subsets with Sliders\u003c\/li\u003e\n\u003cli\u003eExploring Map Plots and Enriching Your Dashboards with Markdown\u003c\/li\u003e\n\u003cli\u003eCalculating Data Frequency and Building Interactive Tables\u003c\/li\u003e\n\u003cli\u003eLetting Your Data Speak for Itself with Machine Learning\u003c\/li\u003e\n\u003cli\u003eTurbo-charge Your Apps with Advanced Callbacks\u003c\/li\u003e\n\u003cli\u003eURLs and Multi-Page Apps\u003c\/li\u003e\n\u003cli\u003eDeploying Your App\u003c\/li\u003e\n\u003cli\u003eNext Steps\u003c\/li\u003e\n\u003c\/ol\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Elias Dabbas\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1800568916\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781800568914\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Packt Publishing\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/21\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 364\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.38lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.75d","brand":"Elias Dabbas","offers":[{"title":"Paperback","offer_id":44045537935615,"sku":"9781800568914","price":44.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_03d5c54a-3c8f-4c7b-94b3-fd8771037c5b.jpg?v=1684979340","url":"https:\/\/www.whiterainbookhouse.com\/products\/interactive-dashboards-and-data-apps-elias-dabbas-9781800568914","provider":"WR Book House","version":"1.0","type":"link"}