Twitter data analysis and visualizations using the R language with hadoop
Abstract & Details
Research Area
information technology
Keywords
Hadoop
R
Data Analysis.
Abstract
The main objective of the work bestowed at intervals this paper was to vogue and implement the system for twitter info analysis and visualisation within the R setting victimization giant process technologies. Our focus was to leverage existing immense process frameworks with its storage and machine capabilities to support the analytical functions implemented in R language. we tend to set to make the backend on prime of the Apache Hadoop framework along side the Hadoop HDFS as a distribute filesystem and MapReduce as a distributed computation paradigm. R Hadoop packages were then used to connect the R setting to the method layer and to vogue and implement the analytical functions throughout a distributed manner. Visualizations were implemented on prime of the solution as a R Shiny application.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Nisha Pardeshi | SNDCOE, Yeola, Maharashtra, India |
| 2 | Vrushali Jadhav | SNDCOE, Yeola, Maharashtra, India |
| 3 | Farin Sayyad | SNDCOE, Yeola, Maharashtra, India |
| 4 | Madhuri Dabhade | SNDCOE, Yeola, Maharashtra, India |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Pardeshi, Nisha, Jadhav, Vrushali, Sayyad, Farin, & Dabhade, Madhuri (2019). Twitter data analysis and visualizations using the R language with hadoop. International Journal of Advance Research and Innovative Ideas In Education, 5(3), 946-951.
MLA Style
Pardeshi, Nisha, et al. "Twitter data analysis and visualizations using the R language with hadoop." International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 3, 2019, pp. 946-951.
IEEE Style
Nisha Pardeshi, Vrushali Jadhav, Farin Sayyad, and Madhuri Dabhade, "Twitter data analysis and visualizations using the R language with hadoop," International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 3, pp. 946-951, 2019.
Vancouver Style
Pardeshi Nisha, Jadhav Vrushali, Sayyad Farin, Dabhade Madhuri. Twitter data analysis and visualizations using the R language with hadoop. International Journal of Advance Research and Innovative Ideas In Education. 2019;5(3):946-951.
Harvard Style
Pardeshi, Nisha, Jadhav, Vrushali, Sayyad, Farin, & Dabhade, Madhuri (2019) 'Twitter data analysis and visualizations using the R language with hadoop', International Journal of Advance Research and Innovative Ideas In Education, 5(3), pp. 946-951.
Chicago Style
Pardeshi, Nisha, et al. "Twitter data analysis and visualizations using the R language with hadoop." International Journal of Advance Research and Innovative Ideas In Education 5, no. 3 (2019): 946-951.
Turabian Style
Pardeshi, Nisha, et al. "Twitter data analysis and visualizations using the R language with hadoop." International Journal of Advance Research and Innovative Ideas In Education 5, no. 3 (2019): 946-951.
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