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Reddiment: Eine SvelteKit- und ElasticSearch-basierte Reddit Sentiment-Analyse

Authors :
Bauer, Tobias
Beer, Fabian
Holl, Daniel
Imeraj, Ardian
Schweiger, Konrad
Stangl, Philipp
Weigl, Wolfgang
Neumann, Christoph P.
Publication Year :
2023

Abstract

Reddiment is a web-based dashboard that links sentiment analysis of subreddit texts with share prices. The system consists of a backend, frontend and various services. The backend, in Node.js, manages the data and communicates with crawlers that collect Reddit comments and stock market data. Sentiment is analyzed with the help of Vader and TextBlob. The frontend, based on SvelteKit, provides users with a dashboard for visualization. The distribution is carried out via Docker containers and Docker Compose. The project offers expansion options, e.g. the integration of cryptocurrency rates. Reddiment enables the analysis of sentiment and share prices from subreddit data.<br />Comment: Ostbayerische Technische Hochschule Amberg-Weiden, CyberLytics-Lab, Technical Reports, CL-2022-06, July 2022, in German language

Details

Language :
German
Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2312.05289
Document Type :
Working Paper
Full Text :
https://doi.org/10.13140/RG.2.2.32244.12161