Data extraction, analysis and prediction using python programming techniques

Python is a popular programming language that is used in variety of projects such as Predictive analysis to web development. Its flexibility and ability to support third party tools reduces the complexity in otherwise difficult tasks. This project aims to fulfil three objectives using the P...

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Main Author: Chwee, Norman
Other Authors: Chan Chee Keong
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/136905
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1369052023-07-07T18:04:57Z Data extraction, analysis and prediction using python programming techniques Chwee, Norman Chan Chee Keong School of Electrical and Electronic Engineering eckchan@ntu.edu.sg Engineering::Computer science and engineering::Data Engineering::Electrical and electronic engineering Python is a popular programming language that is used in variety of projects such as Predictive analysis to web development. Its flexibility and ability to support third party tools reduces the complexity in otherwise difficult tasks. This project aims to fulfil three objectives using the Python programming language. Firstly, it aims to retrieve data from a musical Big Data source. Secondly, its analysis the data to view possible trending music genre in the gathered data. Lastly, it will attempt to predict the future trend of the music genre based on the analysed data. Methods used in this project will largely base on using multiple Python third-party software and tools to meet the objective of this project. A few methods used is using a web crawler to gather the data, present it in a table format for readability. Then use the data to plot graphs and develop a predictive model that may accurately predict future trends. Bachelor of Engineering (Electrical and Electronic Engineering) 2020-02-05T01:45:08Z 2020-02-05T01:45:08Z 2019 Final Year Project (FYP) https://hdl.handle.net/10356/136905 en 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::Computer science and engineering::Data
Engineering::Electrical and electronic engineering
spellingShingle Engineering::Computer science and engineering::Data
Engineering::Electrical and electronic engineering
Chwee, Norman
Data extraction, analysis and prediction using python programming techniques
description Python is a popular programming language that is used in variety of projects such as Predictive analysis to web development. Its flexibility and ability to support third party tools reduces the complexity in otherwise difficult tasks. This project aims to fulfil three objectives using the Python programming language. Firstly, it aims to retrieve data from a musical Big Data source. Secondly, its analysis the data to view possible trending music genre in the gathered data. Lastly, it will attempt to predict the future trend of the music genre based on the analysed data. Methods used in this project will largely base on using multiple Python third-party software and tools to meet the objective of this project. A few methods used is using a web crawler to gather the data, present it in a table format for readability. Then use the data to plot graphs and develop a predictive model that may accurately predict future trends.
author2 Chan Chee Keong
author_facet Chan Chee Keong
Chwee, Norman
format Final Year Project
author Chwee, Norman
author_sort Chwee, Norman
title Data extraction, analysis and prediction using python programming techniques
title_short Data extraction, analysis and prediction using python programming techniques
title_full Data extraction, analysis and prediction using python programming techniques
title_fullStr Data extraction, analysis and prediction using python programming techniques
title_full_unstemmed Data extraction, analysis and prediction using python programming techniques
title_sort data extraction, analysis and prediction using python programming techniques
publisher Nanyang Technological University
publishDate 2020
url https://hdl.handle.net/10356/136905
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