Högskolan i Skövde

his.sePublications
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • apa-cv
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Interaktiv datavisualisering: En jämförelse av renderingstider för datavisualiseringsramverk
University of Skövde, School of Informatics.
2024 (Swedish)Independent thesis Basic level (degree of Bachelor), 20 credits / 30 HE creditsStudent thesisAlternative title
Interactive data visualization : A comparison of data visualization frameworks in regards to render time (Swedish)
Abstract [en]

The current data visualization provided by European Institute of Gender Equality (EIGE) for their Gender Equality Index (GEI) has been, in literature, proven to be inadequate; among other spatiotemporal visualizations, heatmaps were proven to be an effective alternative. Furthermore, interactivity and responsiveness are both pertinent for ensuring the effectiveness of any visualization. The problem this study aims to solve is the lack of effective and fast performing scalable spatiotemporal data visualizations of the EIGE’s GEI data. The study created four virtually identical heatmaps, using the JavaScript frameworks D3.js and Plotly.js, based on both the original GEI data and an algorithmically scaled GEI data, subsequently measuring the heatmaps’ performance in regards to the load time as well as the responsiveness via user applied filters. D3 was statistically significantly faster than Plotly in all regards. However, Plotly had over 50% less code required to create a virtually identical heatmap compared to D3.

Place, publisher, year, edition, pages
2024. , p. 37
Keywords [en]
D3, Plotly, heatmap, Gender equality index, European institute of gender equality
National Category
Information Systems, Social aspects
Identifiers
URN: urn:nbn:se:his:diva-24083OAI: oai:DiVA.org:his-24083DiVA, id: diva2:1879902
Subject / course
Informationsteknologi
Educational program
Web Developer - Programming
Supervisors
Examiners
Note

Det finns övrigt digitalt material (t.ex. film-, bild- eller ljudfiler) eller modeller/artefakter tillhörande examensarbetet som ska skickas till arkivet.

There are other digital material (eg film, image or audio files) or models/artifacts that belongs to the thesis and need to be archived.

Available from: 2024-06-29 Created: 2024-06-29 Last updated: 2024-06-29Bibliographically approved

Open Access in DiVA

fulltext(1404 kB)106 downloads
File information
File name FULLTEXT01.pdfFile size 1404 kBChecksum SHA-512
cf427207b6cb177aa390e5eb2c488a8040664ad2d86db6508e3da4282dd0d9db56beda64e442df62bbadd205fafdb9c69f4a8da1670cf45bae6c115ed513b353
Type fulltextMimetype application/pdf

By organisation
School of Informatics
Information Systems, Social aspects

Search outside of DiVA

GoogleGoogle Scholar
Total: 106 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

urn-nbn

Altmetric score

urn-nbn
Total: 876 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • apa-cv
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf