{"product_id":"modern-data-visualization-with-r-9781032287607","title":"Modern Data Visualization with R","description":"\u003cp\u003e • Author(s): Robert Kabacoff\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Data Science - Data Visualization\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eModern Data Visualization with R\u003c\/b\u003e describes the many ways that raw and summary data can be turned into visualizations that convey meaningful insights. It starts with basic graphs such as bar charts, scatter plots, and line charts, but progresses to less well-known visualizations such as tree maps, alluvial plots, radar charts, mosaic plots, effects plots, correlation plots, biplots, and the mapping of geographic data. Both static and interactive graphics are described and the use of color, shape, shading, grouping, annotation, and animations are covered in detail. The book moves from a default look and feel for graphs, to graphs with customized colors, fonts, legends, annotations, and organizational themes.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFeatures\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e \u003cli\u003eContains a wide breadth of graph types including newer and less well-known approaches\u003c\/li\u003e \u003cli\u003eConnects each graph type to the characteristics of the data and the goals of the analysis\u003c\/li\u003e \u003cli\u003eMoves the reader from simple graphs describing one variable to building visualizations that describe complex relationships among many variables\u003c\/li\u003e \u003cli\u003eProvides newer approaches to creating interactive web graphics via JavaScript libraries\u003c\/li\u003e \u003cli\u003eDetails how to customize each graph type to meet users' needs and those of their audiences\u003c\/li\u003e \u003cli\u003eGives methods for creating visualizations that are publication ready for print (in color or black and white) and the web\u003c\/li\u003e \u003cli\u003eSuggests best practices\u003c\/li\u003e \u003cli\u003eOffers examples from a wide variety of fields\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eThe book is written for those new to data analysis as well as the seasoned data scientist. It can be used for both teaching and research, and will particularly appeal to anyone who needs to describe data visually and wants to find and emulate the most appropriate method quickly. The reader should have some basic coding experience, but expertise in R is not required. Some of the later chapters (e.g., visualizing statistical models) assume exposure to statistical inference at the level of analysis of variance and regression.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Paperback","offer_id":45243055145111,"sku":"9781032287607","price":5697.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781032287607.webp?v=1769233685","url":"https:\/\/atlanticbooks.com\/products\/modern-data-visualization-with-r-9781032287607","provider":"Atlantic Books","version":"1.0","type":"link"}