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Graphical summaries of circular data with outliers using Python programming language

Link to publisher's homepage at https://amci.unimap.edu.my/

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Main Authors: Nur Syahirah, Zulkipli, Siti Zanariah, Satari, Wan Nur Syahidah, Wan Yusoff
Other Authors: syahirahzulkipliwork@gmail.com
Format: Article
Language:English
Published: Institute of Engineering Mathematics, Universiti Malaysia Perlis 2022
Subjects:
Circular data
Circular dot plot
Rose diagram
Outlier
Python
Online Access:http://dspace.unimap.edu.my:80/xmlui/handle/123456789/74382
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spelling my.unimap-743822022-02-18T07:12:31Z Graphical summaries of circular data with outliers using Python programming language Nur Syahirah, Zulkipli Siti Zanariah, Satari Wan Nur Syahidah, Wan Yusoff syahirahzulkipliwork@gmail.com Circular data Circular dot plot Rose diagram Outlier Python Link to publisher's homepage at https://amci.unimap.edu.my/ Graph in statistics is used to summarise and visualise the data in pictorial form. Graphical summary enables us to visualise the data in a more simple and meaningful way so that the interpretation will be easier to understand. The graphical summaries of circular data with outliers is discussed in this study. Most of the time, people use linear data in real life applications. Other than linear data, there is another data type that has a direction which refers to circular data and it is different from linear data in many aspects such as in descriptive statistics and statistical modeling. Unfortunately, the availability of statistical software specialises in analysing circular data is very limited. In this study, the graphical summaries of circular data are plotted using the in-demand programming language, Python. The Python code for generating graphical summaries of circular data such as circular dot plot and rose diagram is proposed. The historical circular data is used to illustrate the graphical summaries with the existence of outliers. This study will be helpful for those who are started exploring circular data and choose Python as an analysis tool. 2022-02-18T07:12:31Z 2022-02-18T07:12:31Z 2021-12 Article Applied Mathematics and Computational Intelligence (AMCI), vol.10(1), 2021, pages 278-287 2289-1315 (print) 2289-1323 (online) http://dspace.unimap.edu.my:80/xmlui/handle/123456789/74382 https://amci.unimap.edu.my/ en Institute of Engineering Mathematics, Universiti Malaysia Perlis
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Circular data
Circular dot plot
Rose diagram
Outlier
Python
spellingShingle Circular data
Circular dot plot
Rose diagram
Outlier
Python
Nur Syahirah, Zulkipli
Siti Zanariah, Satari
Wan Nur Syahidah, Wan Yusoff
Graphical summaries of circular data with outliers using Python programming language
description Link to publisher's homepage at https://amci.unimap.edu.my/
author2 syahirahzulkipliwork@gmail.com
author_facet syahirahzulkipliwork@gmail.com
Nur Syahirah, Zulkipli
Siti Zanariah, Satari
Wan Nur Syahidah, Wan Yusoff
format Article
author Nur Syahirah, Zulkipli
Siti Zanariah, Satari
Wan Nur Syahidah, Wan Yusoff
author_sort Nur Syahirah, Zulkipli
title Graphical summaries of circular data with outliers using Python programming language
title_short Graphical summaries of circular data with outliers using Python programming language
title_full Graphical summaries of circular data with outliers using Python programming language
title_fullStr Graphical summaries of circular data with outliers using Python programming language
title_full_unstemmed Graphical summaries of circular data with outliers using Python programming language
title_sort graphical summaries of circular data with outliers using python programming language
publisher Institute of Engineering Mathematics, Universiti Malaysia Perlis
publishDate 2022
url http://dspace.unimap.edu.my:80/xmlui/handle/123456789/74382
_version_ 1729704763891646464
score 13.214268

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