Applying Machine Learning Techniques To Analyze The Women Safety

Abstract

There has been a lot of crime and intimidation against women and girls in public areas throughout the country, ranging from stalking to sexual harassment and assault. Social media websites and apps such as Twitter platform, Facebook, and Instagram have an important role in improving women's safety in Indian cities, as discussed in this study article. As a result of this article, the general Indian population will be encouraged to acquire a feeling of responsibility for the protection of women in their immediate surroundings. Tweets on women's safety in Indian cities on Twitter, which often include pictures and text, may be used to spread a message within Indian youth culture and educate people about the need to take severe action and punish harassers of women. The primary goal of this article is to develop a women's safety index that can be used to compare the safety of women in a few major cities, including Delhi, Mumbai, Pune, and Chennai. In many cities, women and girls are subjected to different forms of violence and harassment in public areas, ranging from stalking to sexual harassment and assault. All cities are ranked using various statistical methods that evaluate distinct factors. This mainly focuses on the impact of social media in enhancing the safety of women in Indian cities.