Depression Detection in Tweets using Logistic Regression Model
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2021, Vol 5, Issue 4
Abstract
In the growing world of modernization, mental health issues like depression, anxiety and stress are very normal among people and social media like Facebook, Instagram and Twitter have boosted the growth of such mental health. Everything has its legitimacy and negative mark. During this pandemic, people are more likely to suffer from mental health issues, they are available 24 7 and are cut off from the real world. Past examinations have shown that individuals who invest more energy via online media are bound to be depressed. In this project, we find out people who are depressed based on their tweets, followers, following and many other factors. For this, I have trained and tested our text classifier, which will distinguish between the user who is depressed or not depressed. Rahul Kumar Sharma | Vijayakumar A "Depression Detection in Tweets using Logistic Regression Model" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-4 , June 2021, URL: https://www.ijtsrd.compapers/ijtsrd41284.pdf Paper URL: https://www.ijtsrd.comcomputer-science/data-miining/41284/depression-detection-in-tweets-using-logistic-regression-model/rahul-kumar-sharma
Authors and Affiliations
Rahul Kumar Sharma | Vijayakumar A
Keywords
Related Articles
- EP ID EP695734
- DOI -
- Views 96
- Downloads 0
Leadership and Values
Leadership is a virtue that elutes out of a character that is empowered by genetic make-up and environmental observations. A leader as somebody who is spiritually aware such that he can experience the intangible virtues...
Exploring the Link between Operational Efficiency and Firms' Financial Performance An Empirical Evidence from the Ghana Stock Exchange GSE
The purpose of this study was to explore the link between operational efficiency and the financial performance of non financial firms listed on the Ghana Stock Exchange GSE . Specifically, the study sought to determine t...
Study of Glutathione Peroxidase GPX Activity Among Betel Quid Chewers of Indian Population
Introduction Betel quid BQ chewing, a habit practiced in Eastern and North Eastern part of India, has known to be associated with cancer of the oral or buccal cavity. BQ is also one of the common mood elevating substance...
Applications of Quantitative Techniques in Decision Making of Business Organisation
In the business world, and in fact, in practically every aspect of daily living, quantitative techniques are used to assist in decision making. Quantitative techniques are used to assist in decision making. Managers must...
Influence of Leadership Style and Employee Motivation toward Work Productivity of Employee Cooperation Operations PT. Angkasa Pura Solution with PT. Integreted Service Solutions KSO APS ISS
Leadership style is an important aspect to achieve a successful leader where leadership style shows a strategy to influence subordinates so that the ups and downs of employee work productivity can be influenced by leader...