University of Twente Student Theses
As of Friday, 8 August 2025, the current Student Theses repository is no longer available for thesis uploads. A new Student Theses repository will be available starting Friday, 15 August 2025.
Forecasting of the cryptocurrency market through social media sentiment analysis
Salač, Adam (2019) Forecasting of the cryptocurrency market through social media sentiment analysis.
PDF
464kB |
Abstract: | This paper aims to evaluate the possibility of using data from social media sites to run sentiment-analysis-based predictions on the Bitcoin price developments. In contrast to preexisting literature, it also aims to compare the feasibility of Reddit data in comparison to the current de facto benchmark source of sentiment data, namely Twitter. The data scraped from these social media sites is evaluated using the VADER sentiment analysis toolkit and compared in different time intervals to historical Bitcoin price developments over the course of three months. |
Item Type: | Essay (Bachelor) |
Faculty: | BMS: Behavioural, Management and Social Sciences |
Subject: | 85 business administration, organizational science |
Programme: | International Business Administration BSc (50952) |
Link to this item: | https://purl.utwente.nl/essays/78607 |
Export this item as: | BibTeX EndNote HTML Citation Reference Manager |
Repository Staff Only: item control page