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Relational Data Visualization using Gephi for Data Analysis

Develop and analyze visualizations for relational data sets using existing tools or software, and write a report discussing the technical details, advantages and disadvantages, analysis results, literature review, and critical thinking on the visualizations.

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Added on  2023-06-14

About This Document

This article discusses the importance of data visualization in big data and how to use Gephi for relational data visualization and analysis. It covers the advantages and disadvantages of data visualization and provides insights on BigMart sales prediction dataset. The article also includes a conceptual model in data visualization, data exploration, data cleaning, model building, and critical thinking on the result.

Relational Data Visualization using Gephi for Data Analysis

Develop and analyze visualizations for relational data sets using existing tools or software, and write a report discussing the technical details, advantages and disadvantages, analysis results, literature review, and critical thinking on the visualizations.

   Added on 2023-06-14

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“Relational Data Visualization”
Data Analysis using Gephi
Relational Data Visualization using Gephi for Data Analysis_1
Table of Contents
Objective .........................................................................................1
Introduction......................................................................................2
Conceptual Model in Data Visualization............................................. ....2
Data Exploration................................................................................8
Data Cleaning.............................................................................. .....8
Model Building....................................................................................9
Advantages of Data Visualization............................................................9
Disadvantages of Data Visualization......................................................10
Analysis...........................................................................................10
Critical Thinking.................................................................................11
References.......................................................................................13
Relational Data Visualization using Gephi for Data Analysis_2
Objective
Big data visualization is playing a very important role in today’s world. We can
visualize data based on the scenarios which we need for business or for organizations.
Data is picture of thousand words.
Data Visualization is an important role to helping big data to get a pictorial view
of data and values of the data. Relational data visualization integrated with applications
so that the work can be done is real time.
Current data visualization role are predict to good result in case of applications
and technology.
The visualization techniques behind with data generator in a myriad of disciplines
is rapidly increasing, typically faster than the techniques available to manage and use the
resultant data.
Fitzgerald’s use of “old sports”throughout the novel suggests that Gatsby
considered Nick Carraway a close friend (2004).
Computer based visualization is changing rapidly over the time. Tools and
systems which support that is typically evolved rather then being formally designed.
1
Relational Data Visualization using Gephi for Data Analysis_3
Introduction
As per the survey the current state of research on relational data visualization we
have reviewed in various fields related to data visualization, information visualization,
statistics, graphic design and human computer interaction.
Data Visualization is a rapidly growing industry in the current decade to visualize
the data in the form of information and graphics.
Visualization is not a part of any fixed industry, it is using in every scenarios
which can be education, social media, information technology, data science, artificial
intelligence, automobile, construction and communication (Agrawal, R. & Ailamaki, A.
2008). People is going to visualize and predict the data on dashboard and in form of
reports.
Conceptual Model in Data Visualization
The Data Visualization technique is changed over the time and this situation is the
fact of visualization, that involves the integration of graphics, images, data management
and human perception.
Relational Model : Structure is the most important ingredient in any data model. One of
the major contributions is Codd’s relational model is the focus on the importance of
functional dependencies (Anthes, G. 2010). In fact normalization is driven by a
modelers desire for a relation where strict functional dependencies applies.
2
Relational Data Visualization using Gephi for Data Analysis_4

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