Evaluation of Women Protection using Machine Learning

Abstract

In this era, as we know there are various preceding cases in the world regarding women harassment which is starting from stalking leading to abusive harassments such as acid attacks, rape cases, obscenity, pornography etc. With such issues, an analysis of women safety in Indian cities has been proposed using Machine Learning on Tweets. The Sentimental Analysis is taken as the main idea and is performed through machine learning, taking an input from tweets to ensure safety. This sentimental analysis on tweets helps in creating awareness among people. As we know Twitter and Instagram are responsible to spread information far and wide among the people across the globe, this helps the women in expressing her feelings to the world. We have taken Twitter as an important resource because it provides text, audio, video message and are easy to handle. This can help our research to overcome the sentiments of people around us.