Prikupljanje, obrada i vizualizacija Web podataka o COVID-19 pandemiji uz pomoć Elastic Stack platforme

master's thesis

• Title (english): Collecting, processing and visualization of Web data on COVID-19 pandemic by using the Elastic Stack platform
• Author: Toni Martinčić
• Mentor: Mirko Randić (mentor)
• Committee member: Mirko Randić (predsjednik povjerenstva)
• Committee member: Bruno Blašković (član povjerenstva)
• Committee member: Petar Knežević (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2021-07-07, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

U radu je opisan razvoj sustava za prikupljanje, obradu i vizualizaciju Web podataka o
COVID-19 pandemiji uz pomoć Elastic Stack platforme. U uvodnom dijelu rada opisan je
problem i motivacija za korištenje Elastic Stack platforme za rješavanje problema. Prvih
pet poglavlja opisuje Elastic Stack i sve njegove komponente. U šestom poglavlju opisana
je implementacija sustava. Priložene i opisane su konfiguracijske datoteke svih korištenih
komponenti. Priložene su kreirane vizualizacije s Kibane i za svaku od njih je opisan
postupak kreiranja i konfiguracija. Na kraju rada nalaze se zaključak i literatura.

Abstract (english)

This thesis describes the development of a system for collecting, processing and
visualizing Web data of the COVID-19 pandemic using the Elastic Stack platform. The
introductory section describes the problem and motivation for using the Elastic Stack
platform to solve the problem. The first five chapters describe the Elastic Stack and all its
components. Chapter six describes the implementation of the system. Configuration files
of all used components are attached and described. The created visualizations from Kibana
are attached and for each of them the creation process and configurations are described. At
the end of the thesis there is a conclusion and literature.

• Keywords: Elastic Stack; Elasticsearch; Kibana; Logstash; Beats; analiza; vizualizacija; COVID-19
• Keywords (english): Elastic Stack; Elasticsearch; Kibana; Logstash; Beats; analysis; visualization; COVID-19
• Language: croatian
• URN:NBN: urn:nbn:hr:168:245968
• Study programme: Title: Computing; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2023-01-13 13:01:53