Visual analytics of time-oriented data: учебная программа учреждения высшего образования по учебной дисциплине для специальности: 7-06-0533-05 Applied Mathematics and Computer Science Profiling: Computer Data Analysis. № УД-1380/м.

Abstract

TEACHING MATERIAL CONTENTS Section 1. Introduction Topic 1.1. Historical background Classic ways of graphing time. Time in visual storytelling and arts. Section 2. Visual analysis of time-oriented data Topic 2.1. Time and time-oriented data Modeling time. Design aspects. Granularities and time primitives. Characterizing data. Relating data and time. Considering data quality. Topic 2.2. Crafting visualizations of time-oriented data Characterization of the visualization problem. Time and data. User tasks. Visual representation. Visualization design examples. Data level. Task level. Presentation level. Topic 2.3. Guiding the selection of visualization techniques Structuring the space of solutions. The TimeViz browser. Overview of visualization techniques. Guided search for visualization techniques. Topic 2.4. A survey of visualization techniques Categorization of methods for visualizing time and time-oriented data. Methods for visualizing time and time-oriented data. Topic 2.5. R packages for visualizing time-oriented data R packages for linear time representation. R packages for representing time based on concentric circles, spirals. R packages for lattice-based time representation. Section 3. Interactive Web applications for visual analysis of time-oriented data Topic 3.1. Building interactive Web applications with R Building interactive web applications with the trelliscope package. Building interactive web applications with the shiny package.