Visual Data Exploration And Analysis

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Visual Data Exploration And Analysis

Visual Data Exploration And Analysis written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Digital computer simulation categories.

Visual Data Exploration And Analysis

Visual Data Exploration And Analysis written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Digital computer simulation categories.

Visual Data Exploration And Analysis Iv

Visual Data Exploration And Analysis Iv written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with categories.

Making Data Visual

Making Data Visual written by Danyel Fisher and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-12-20 with Computers categories.

"You have a mound of data sitting in front of you and a suite of computation tools at your disposal. And yet, you're stumped as to how to turn that data into insight. Which part of that data actually matters, and where is this insight hidden? If you're a data scientist who struggles to navigate the murky space between data and insight, this book will help you think about and reshape data for visual data exploration. It's ideal for relatively new data scientists, who may be computer-knowledgeable and data-knowledgeable, but do not yet know how to create effective, explorable representations of data. With this book, you'll learn: Task analysis, driven by a series of leading questions that draw out the important aspects of the data to be explored; Visualization patterns, each of which take a different perspective on data and answer different questions; A taxonomy of visualizations for common data types; Techniques for gathering design requirements; When and where to make use of statistical methods."--

Data Visualization In Exploratory Data Analysis

Data Visualization In Exploratory Data Analysis written by Yingsen Mao and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with Data mining categories.

Exploratory data analysis (EDA) refers to an iterative process through which analysts constantly 'ask questions' and extract knowledge from data. EDA is becoming more and more important for modern data analysis, such as business analytics and business intelligence, as it greatly relaxes the statistical assumption required by its counterpart- confirmation data analysis (CDA), and involves analysts directly in the data mining process. However, exploratory visual analysis, as the central part of EDA, requires heavy data manipulations and tedious visual specifications, which might impede the EDA process if the analyst has no guidelines to follow. In this paper, we present a framework of visual data exploration in terms of the type of variable given, using the effectiveness and expressiveness rules of visual encoding design developed by Munzner [1] as guidelines, in order to facilitate the EDA process. A classification problem of the Titanic data is also provided to demonstrate how the visual exploratory analysis facilitates the data mining process by increasing the accuracy rate of prediction. In addition, we classify prevailing data visualization technologies, including the layered grammar of ggplot2 [2], the VizQL of Tableau [3], d3 [4] and Shiny [5], as grammar-based and web-based, and review their adaptability for EDA, as EDA is discovery-oriented and analysts must be able to quickly change both what they are viewing and how they are viewing the data.

Visualization And Data Analysis

Visualization And Data Analysis written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Computer graphics categories.

Visual Data Exploration And Analysis Vi

Visual Data Exploration And Analysis Vi written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with categories.

Proceedings Of The Acm Symposium On User Interface Software And Technology

Proceedings Of The Acm Symposium On User Interface Software And Technology written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Interactive computer systems categories.

International Aerospace Abstracts

International Aerospace Abstracts written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Aeronautics categories.

Proceedings Of The Acm Workshop On Visualization And Data Mining For Computer Security

Proceedings Of The Acm Workshop On Visualization And Data Mining For Computer Security written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Computer security categories.