COMMUNICATING FIVE-YEAR BUDGETS FOR THE INDIAN ECONOMY: COMPARATIVE TEXT AND SENTIMENT ANALYSIS

Q2 Social Sciences

Journal of Content, Community and Communication Pub Date : 2021-12-31 DOI:10.31620/jccc.12.21/11

Neelam Kaushal, Suman Ghalawat, Apul Saroha

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引用次数: 0

Abstract

The content on social media is full of useful information that helps in communicating people’s preferences and opinions. The various examples in this context are that people frequently express their opinions about films and other social issues using Twitter, Facebook, etc. In this work, Sentiment Analysis of the Annual Budget for five financial years, namely, 2017–2018, 2018–2019, 2019–2020, 2020–2021, and 2021–2022 was initiated with the help of Twitter. Firstly, the researcher applied Text Mining to extract the budget's text data documents and computed correlation to know the association of influential words. Then, in analysis section plotted the occurrence of the words and the accompanying word cloud. The analysis was performed employing R software. Finally, the sentiment score for each item was calculated and assessed. This research is crucial because conducting a comparative text and Sentiment Analysis of five-year budgets for the Indian economy would communicate the previously prevailing positive and negative forecasts and thinking, which will aid future policymakers in planning future budgets.

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沟通印度经济的五年预算：比较文本和情绪分析

社交媒体上的内容充满了有用的信息，有助于交流人们的偏好和意见。在此背景下的各种例子是，人们经常使用推特、脸书等表达他们对电影和其他社会问题的看法。在这项工作中，借助推特启动了对2017-2018、2018-2019、2019-2020、2020-2021和2021-2022五个财政年度年度年度预算的情绪分析。首先，研究者应用文本挖掘技术提取预算文本数据文档，并计算相关性以了解影响词的关联。然后，在分析部分绘制了单词的出现和伴随词云。采用R软件进行分析。最后，计算并评估每个项目的情绪得分。这项研究至关重要，因为对印度经济的五年预算进行比较文本和情绪分析将传达之前普遍存在的积极和消极预测和想法，这将有助于未来的政策制定者规划未来的预算。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Journal of Content, Community and Communication Social Sciences-Communication

CiteScore

2.90

自引率

0.00%

发文量

期刊介绍： Amity School of Communication, AUMP, Gwalior is publishing a bi-annual referred and peer-reviewed journal named “Journal of Content, Community & Communication”. The Journal of Content, Community & Communication aims at delving into inquiry into and providing a forum for discussion pertaining to contemporary communication issues within wider social, economic, cultural and technological contexts. The journal promotes analyzing contemporary communication issues in new light and research. It will aim at bringing to the surface, innovative ways of research to initiate a dialogue on an array of subject matters in the field of communication theory and practice. The journal will engage in a wide range of themes in the media studies, digital media, and communication management among others.