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IMPLEMENTATION OF A DATA ANALYSIS SOFTWARE SYSTEM BASED ON THE ELK STACK

Pantykhin Andrey Maksimovich  (Peter the Great St. Petersburg Polytechnic University)

Gladun Vladimir Vadimovich  (Peter the Great St. Petersburg Polytechnic University )

Malinin Ilia Igorevich  (Peter the Great St. Petersburg Polytechnic University )

Molodyakov Sergey Aleksandrovich  (Doctor of technical Sciences, Professor Peter the Great St. Petersburg Polytechnic University )

This paper presents the development of a data analysis software system based on the ELK stack (Elasticsearch, Logstash, Kibana) designed for processing and analyzing sales data from various marketplaces. The system enables data collection, preprocessing, analysis, and visualization, allowing for the identification of market trends and demand forecasting. The focus is on the system's flexibility, scalability, and performance, making it an effective tool for informed decision-making in the digital economy.

Keywords:data analysis, ELK stack, Kafka, Logstash, Elasticsearch, Kibana, Python, BI system
 

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Citation link:
Pantykhin A. M., Gladun V. V., Malinin I. I., Molodyakov S. A. IMPLEMENTATION OF A DATA ANALYSIS SOFTWARE SYSTEM BASED ON THE ELK STACK // Современная наука: актуальные проблемы теории и практики. Серия: Естественные и Технические Науки. -2024. -№11. -С. 114-119 DOI 10.37882/2223-2966.2024.11.24
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