Published March 21, 2026
| Version v1
Journal article
Open
COMPARATIVE ANALYSIS OF MODERN METHODS AND TOOLS FOR BIG DATA VISUALIZATION
Authors/Creators
- 1. Doctor of Technical Sciences, Professor, Tashkent University of Information Technologies named after Muhammad al-Khwarizmi, Department of "Television and Media Technologies", Tashkent, Uzbekistan.
- 2. Doctoral Student, Tashkent University of Information Technologies named after Muhammad al-Khwarizmi, Department of "Television and Media Technologies", Tashkent, Uzbekistan.
- 3. Master's student, Tashkent University of Information Technologies named after Muhammad al-Khwarizmi, Department of "Television and Media Technologies", Tashkent, Uzbekistan.
Description
This article examines modern technologies and software tools used in the process of Big Data visualization. A comparative analysis of Tableau, Microsoft Power BI, Python visualization libraries, Google Data Studio, Apache Spark and R language is conducted. The research findings indicate that the selection of a visualization tool is directly dependent on data volume, processing speed, real-time analysis capability and the degree of integration with other systems.
Files
143-154.pdf
Additional details
References
- 1. Metodы vizualizatsii bol'shikh dannykh [Электронный ресурс] // Sbertech Platform V. — 2024. — URL: https://platformv.sbertech.ru/blog/metody-vizualizaczii-bolshikh-dannykh (murojaat sanasi: 01.03.2025).
- 2. Лучшие инструменты аналитики больших данных в 2025 году [Текст]. — 2025. — 6 с.
- 3. Методы визуализации больших данных: материалы научного сборника КазНУ [Текст]. — Алматы: КазНУ им. аль-Фараби, 2025. — 10 с.
- 4. Авербух В.Л., Манаков Д.В. Анализ и визуализация "больших данных" // Сборник научных трудов ИММ УрО РАН. — Екатеринбург, 2014. — С. 332–340.
- 5. Olshannikova E., Ometov A., Koucheryavy Y., Olsson T. Visualizing Big Data // Big Data Technologies and Applications. — Springer International Publishing, 2016. — P. 101–131. DOI: 10.1007/978-3-319-44550-2_4.