STOCK PREDICTION AND ANALYSIS USING R LANGUAGE AND ARIMA
Abstract & Details
Research Area
Computer Science and Engineering
Keywords
ARIMA
Stock analysis
Sentiment analysis
R language
Abstract
The project is aimed at developing a software model that predicts the proceeding of a stock using ARIMA (Auto Regressive Integrated Moving Average), combining it with the twitter sentiment analysis of the stockholder thus allowing the inclusion of human sentiments in the prediction process. Twitter sentiment analysis is achieved through the use of R language for its efficient ability to visualise raw data in terms of stock analysis. Thus stock analysis using R-language and ARIMA is channelled by taking raw data and numbers and converting it into tangible and readable format for the increase in the probability of economic welfare of the user.
License
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Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Hariprasath. R | SRM Institute of Science and Technology |
| 2 | Dheeraj.R | SRM Institute of Science and Technology |
| 3 | Akshay Kannan.V | SRM Institute of Science and Technology |
| 4 | Nishanth kumar. S | SRM Institute of Science and Technology |
| 5 | V. Sahaya sakila | SRM Institute of Science and Technology |
How to Cite
Use the following formats to cite this article in your research.
APA Style
R, Hariprasath., Dheeraj.R, Kannan.V, Akshay, S, Nishanth kumar., & sakila, V. Sahaya (2018). STOCK PREDICTION AND ANALYSIS USING R LANGUAGE AND ARIMA. International Journal of Advance Research and Innovative Ideas In Education, 4(2), 4470-4473.
MLA Style
R, Hariprasath., et al. "STOCK PREDICTION AND ANALYSIS USING R LANGUAGE AND ARIMA." International Journal of Advance Research and Innovative Ideas In Education, vol. 4, no. 2, 2018, pp. 4470-4473.
IEEE Style
Hariprasath. R, Dheeraj.R, Akshay Kannan.V, Nishanth kumar. S, and V. Sahaya sakila, "STOCK PREDICTION AND ANALYSIS USING R LANGUAGE AND ARIMA," International Journal of Advance Research and Innovative Ideas In Education, vol. 4, no. 2, pp. 4470-4473, 2018.
Vancouver Style
R Hariprasath., Dheeraj.R, Kannan.V Akshay, S Nishanth kumar., sakila V. Sahaya. STOCK PREDICTION AND ANALYSIS USING R LANGUAGE AND ARIMA. International Journal of Advance Research and Innovative Ideas In Education. 2018;4(2):4470-4473.
Harvard Style
R, Hariprasath., Dheeraj.R, Kannan.V, Akshay, S, Nishanth kumar., & sakila, V. Sahaya (2018) 'STOCK PREDICTION AND ANALYSIS USING R LANGUAGE AND ARIMA', International Journal of Advance Research and Innovative Ideas In Education, 4(2), pp. 4470-4473.
Chicago Style
R, Hariprasath., et al. "STOCK PREDICTION AND ANALYSIS USING R LANGUAGE AND ARIMA." International Journal of Advance Research and Innovative Ideas In Education 4, no. 2 (2018): 4470-4473.
Turabian Style
R, Hariprasath., et al. "STOCK PREDICTION AND ANALYSIS USING R LANGUAGE AND ARIMA." International Journal of Advance Research and Innovative Ideas In Education 4, no. 2 (2018): 4470-4473.
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