Development of a data visualization system using Google Play Store Apps dataset

This report of Final Year Project aims to provide a comprehensive illustration on the process of building a data visualization system using Google Play Store App dataset in order to facilitate data analysis of Android market. The report presents the author’s work over the last two semesters. Visuals...

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Main Author: Wu, Xi
Other Authors: Chan Chee Keong
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2020
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Online Access:https://hdl.handle.net/10356/140199
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-1401992023-07-07T18:50:46Z Development of a data visualization system using Google Play Store Apps dataset Wu, Xi Chan Chee Keong School of Electrical and Electronic Engineering eckchan@ntu.edu.sg Engineering::Electrical and electronic engineering Engineering::Electrical and electronic engineering::Computer hardware, software and systems This report of Final Year Project aims to provide a comprehensive illustration on the process of building a data visualization system using Google Play Store App dataset in order to facilitate data analysis of Android market. The report presents the author’s work over the last two semesters. Visuals make it much more efficient to observe trends and patterns in data than numbers. Nowadays, with overwhelmed data being generated every day, data visualization has become a rapidly evolving method for better data understanding. It is widely used in different fields such as government, finance, marketing etc. Thus, Appropriate designed visualization tools or platforms play an important role when it comes to data analysis. In this project, an interactive multi-page web app was developed using Python for data visualization. The system can be used to generate insightful visual presentations of Google Play Store Apps dataset. A combination of 2-D and 3-D graphs were embedded into the web app, together with the interactive options for users to get ideal output. By providing meaningful insights on app market landscape, this system enables the business owners to make better decisions. The system developed can also be easily adjusted and used to visualize other similar datasets. Besides, this paper also serves as a guidance for students to learn how to build a basic web-based data visualization system using Python, plotly and dash framework, particularly. Bachelor of Engineering (Electrical and Electronic Engineering) 2020-05-27T05:46:03Z 2020-05-27T05:46:03Z 2020 Final Year Project (FYP) https://hdl.handle.net/10356/140199 en A3037-191 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
Engineering::Electrical and electronic engineering::Computer hardware, software and systems
spellingShingle Engineering::Electrical and electronic engineering
Engineering::Electrical and electronic engineering::Computer hardware, software and systems
Wu, Xi
Development of a data visualization system using Google Play Store Apps dataset
description This report of Final Year Project aims to provide a comprehensive illustration on the process of building a data visualization system using Google Play Store App dataset in order to facilitate data analysis of Android market. The report presents the author’s work over the last two semesters. Visuals make it much more efficient to observe trends and patterns in data than numbers. Nowadays, with overwhelmed data being generated every day, data visualization has become a rapidly evolving method for better data understanding. It is widely used in different fields such as government, finance, marketing etc. Thus, Appropriate designed visualization tools or platforms play an important role when it comes to data analysis. In this project, an interactive multi-page web app was developed using Python for data visualization. The system can be used to generate insightful visual presentations of Google Play Store Apps dataset. A combination of 2-D and 3-D graphs were embedded into the web app, together with the interactive options for users to get ideal output. By providing meaningful insights on app market landscape, this system enables the business owners to make better decisions. The system developed can also be easily adjusted and used to visualize other similar datasets. Besides, this paper also serves as a guidance for students to learn how to build a basic web-based data visualization system using Python, plotly and dash framework, particularly.
author2 Chan Chee Keong
author_facet Chan Chee Keong
Wu, Xi
format Final Year Project
author Wu, Xi
author_sort Wu, Xi
title Development of a data visualization system using Google Play Store Apps dataset
title_short Development of a data visualization system using Google Play Store Apps dataset
title_full Development of a data visualization system using Google Play Store Apps dataset
title_fullStr Development of a data visualization system using Google Play Store Apps dataset
title_full_unstemmed Development of a data visualization system using Google Play Store Apps dataset
title_sort development of a data visualization system using google play store apps dataset
publisher Nanyang Technological University
publishDate 2020
url https://hdl.handle.net/10356/140199
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