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Authors

Title: :  Twitter Data Analysis using Hadoop
PaperId: :  9093
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 4 Issue 5 2018
DUI:    16.0415/IJARIIE-9093
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Yojna AroraAmity University
Dhanya Nary BijuAmity University

Abstract

Computer Science &Engineering
-
In today‘s highly developed world, every minute, people around the globe express themselves via various platforms on the Web. And in each minute, a huge amount of unstructured data is generated. Such data is termed as big data. Twitter, one of the largest social media site receives millions of tweets every day on variety of important issues. This huge amount of raw data can be used for industrial, social, economic, government policies or business purpose by organizing according to our requirement and processing. Hadoop is one of the best tool options for twitter data analysis as it works for distributed big data, streaming data, time stamped data, text data etc. Hence, Flume is used to extract real time twitter data into HDFS. Hive and Pig which is SQL like query language is used for some extraction and analysis. The goal of this project is to compare the results of Hive and Pig and analyse the retrieval time for a query. Finally we will conclude which framework will work fast and scalable for our dataset.

Citations

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IJARIIE Yojna Arora, and Dhanya Nary Biju. "Twitter Data Analysis using Hadoop" International Journal Of Advance Research And Innovative Ideas In Education Volume 4 Issue 5 2018 Page 305-324
MLA Yojna Arora, and Dhanya Nary Biju. "Twitter Data Analysis using Hadoop." International Journal Of Advance Research And Innovative Ideas In Education 4.5(2018) : 305-324.
APA Yojna Arora, & Dhanya Nary Biju. (2018). Twitter Data Analysis using Hadoop. International Journal Of Advance Research And Innovative Ideas In Education, 4(5), 305-324.
Chicago Yojna Arora, and Dhanya Nary Biju. "Twitter Data Analysis using Hadoop." International Journal Of Advance Research And Innovative Ideas In Education 4, no. 5 (2018) : 305-324.
Oxford Yojna Arora, and Dhanya Nary Biju. 'Twitter Data Analysis using Hadoop', International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 5, 2018, p. 305-324. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Twitter_Data_Analysis_using_Hadoop_ijariie9093.pdf (Accessed : 04 August 2020).
Harvard Yojna Arora, and Dhanya Nary Biju. (2018) 'Twitter Data Analysis using Hadoop', International Journal Of Advance Research And Innovative Ideas In Education, 4(5), pp. 305-324IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Twitter_Data_Analysis_using_Hadoop_ijariie9093.pdf (Accessed : 04 August 2020)
IEEE Yojna Arora, and Dhanya Nary Biju, "Twitter Data Analysis using Hadoop," International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 5, pp. 305-324, Sep-Oct 2018. [Online]. Available: http://ijariie.com/AdminUploadPdf/Twitter_Data_Analysis_using_Hadoop_ijariie9093.pdf [Accessed : 04 August 2020].
Turabian Yojna Arora, and Dhanya Nary Biju. "Twitter Data Analysis using Hadoop." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 4 number 5 (04 August 2020).
Vancouver Yojna Arora, and Dhanya Nary Biju. Twitter Data Analysis using Hadoop. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2018 [Cited : 04 August 2020]; 4(5) : 305-324. Available from: http://ijariie.com/AdminUploadPdf/Twitter_Data_Analysis_using_Hadoop_ijariie9093.pdf
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