Analysis of Women Safety in Indian Cities on Tweets Using Machine Learning

Abstract

In public spaces in several locations, women and girls have been subjected to a great deal of violence and harassment. It often begins with stalking and escalates into abuse harassment or abuse assault. This study primarily examines how social media, namely the websites and apps associated with Twitter, Facebook, Instagram, and other platforms, contributes to women's safety in Indian cities. This essay also discusses how Indian society might help the ordinary Indian people build a feeling of responsibility, leading us to prioritise the protection of the women who are around them. One way to convey a message among Indian youth culture and teach people to take rigorous action and punish those who harass women is via Twitter, where tweets about the safety of women in Indian cities are often composed of photos, text, written words, and quotations. Twitter and other Twitter accounts, which contain hash tag messages that are extensively disseminated worldwide, sir, serve as a forum for women to voice their opinions about how they feel when they travel in public transport or go out for work. What goes through these women's minds when they are surrounded by unknown men, and do these women feel safe or not?