GRAMMAR OF GRAPHICS FOR DATA VIZUALISATION AND ITS IMPLEMENTATIONS

Authors

  • Milica Damjanović Autor

DOI:

https://doi.org/10.24867/17BE08Damjanovic

Keywords:

Grammar of graphics, visualization, Python, data analysis

Abstract

Graphical data representation has significant role in its analysis. In this theses, basic concepts of grammar of graphics for data visualization are described. Research outline and explain components of layered grammar, layers and related data mappings. Example, implemented in Python programming language, demonstrate developing of efficient visualizations on multidimensional data.

References

[1] Wilkinson, L. “The grammar of graphics.”, Handbook of computational statistics, Springer, 2012
[2] Towards data science, A Comprehensive Guide to the Grammar of Graphics for Effective Visualization of Multi-dimensional Data, https://towardsdatascience.com/a-comprehensive-guide-to-the-grammar-of-graphics-for-effective-visualization-of-multi-dimensional-1f92b4ed4149, (pristupano 10.2021.)
[3] Mao, Yingsen. “Data visualization in exploratory data analysis: An overview of methods and technologies”. diss. 2015.
[4] Towards data science, Introduction to Plotline as the Alternative of Data Visualization Package in Python, https://towardsdatascience.com/introduction-to-plotnine-as-the-alternative-of-data-visualization-package-in-python-46011ebef7fe (pristupano 10.2021)

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Published

2022-04-03

Issue

Vol. 37 No. 04 (2022): Proceedings of the Faculty of Technical Sciences

Section

Electrotechnical and Computer Engineering