Subject Details
Dept     : CSE
Sem      : 6
Regul    : R2019
Faculty : Vinodhini B
phone  : NIL
E-mail  : vinodhni.b.cse@snsct.org
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Syllabus

UNIT
1
INTRODUCTION

Context of data visualization – Definition, Methodology, Visualization design objectives. Key Factors – Purpose- Visualization function and tone -Visualization design options – Data representation -Data Presentation - Seven stages of Data visualization - widgets - Data visualization tools. Lab Experiment: 1.Create a program to visualize a graph in R 2.Draw a Scatter plot in R

UNIT
2
VISUAL ANALYTICS

Mapping - Time series - Connections and correlations - Scatterplot maps – Trees- Hierarchies and Recursion - Networks and Graphs- Info graphics. Lab Experiment: 1.Write a program to Plot a line in R and R Statistics 2.Implement a program to draw a Piecharts and Bar charts in R

UNIT
3
DATA PROCESS

Acquiring data - Where to Find Data-Tools for Acquiring Data from the Internet-Parsing data - Levels of Effort- Tools for Gathering Clues- Text is Best - Text Markup Languages - Regular Expressions (regexps) - Grammars and BNF Notation - Compressed Data - Vectors and Geometry - Binary Data Formats - Advanced Detective Work Lab Experiment: 1. Environmental Setup of the Tableau 2. Write a program to Work on the Data sets of Tableau

UNIT
4
INTERACTIVE DATA VISUALIZATION

Drawing with data – Scales – Axes – Updates- Transition and Motion – Interactivity - Layouts – Geo-mapping – Exporting - Framework. Lab Experiment: 1.Write a a program to draw aGantt chart using Tableau 2.Write a program to Create a Box plot using Tableau

UNIT
5
VISUALIZATION TOOLS

Introduction to Various data visualization tools: Tableau, D3.js, Gephi. Visualization Dashboard Creations: Dashboard creation using visualization tools for the use cases: Finance-marketing-Insurance-Healthcare. Lab Experiment: 1. Working on free open source Visualization tools. 2. write a program to Visualize the Dashboard using Tableau

Reference Book:

1 Scott Murray, “Interactive data visualization for the web”, O‟Reilly Media, Inc., 2013. 2 Tamara Munzer, Visualization Analysis and Design, CRC Press 2014. 3 Greg Conti, “Security Data Visualization: Graphical Techniques for Network Analysis”, No Starch Press Inc, 2007.

Text Book:

1 Christian Toninski, Heidrun Schumann, Interactive Visual Data Analysis, CRC press publication,2020 2 Aragues, Anthony. Visualizing Streaming Data: Interactive Analysis Beyond Static Limits.O’Reilly Media, Inc., 2018

 

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