The visual analysis of twitter sentiment and crude oil price movement in the West Texas intermediate market / Sarinthree Udchachone … [et al.]
The main purpose of this research is to determine the association between the Twitter sentiment data and the price of West Texas Intermediate (WTI) crude oil platforms through a text mining technique. The research utilized data from Twitter and WTI crude oil closing prices data, during August 10th t...
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| Main Authors: | , , , |
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| Format: | Book Section |
| Language: | en |
| Published: |
Faculty of Computer and Mathematical Sciences
2021
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| Subjects: | |
| Online Access: | https://ir.uitm.edu.my/id/eprint/86563/1/86563.pdf https://ir.uitm.edu.my/id/eprint/86563/ |
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| Summary: | The main purpose of this research is to determine the association between the Twitter sentiment data and the price of West Texas Intermediate (WTI) crude oil platforms through a text mining technique. The research utilized data from Twitter and WTI crude oil closing prices data, during August 10th to November 8th, 2020. The Twitter Sentiment Analysis to analyze perception and employ Graph Association Analysis to explore the relationship of two selected platforms using data virtualization techniques. The initial results show the negative association, explaining that Twitter data and the WTI crude oil price have the relationship in the opposite direction. The results may support decisions in crude oil trading in the WTI market. Furthermore, the developed method might be suitable to forecast in other oil markets. |
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