DISASTER ALERT SYSTEM
Introduction From my Bachelor year, I have been seeing many of my close friends and relations dying due to road accidents. This is a serious problem which concerns me a lot. I decided from then on to follow this topic and the solutions that the major brains are figuring out. This post is a solution for more border problems where we train a model for detecting disasters from tweets. The project proposal can be found here . This is the first door that opens a wide project with numerous possibilities. I used the existing tweets dataset from Kaggle to train my model and the COLAB Notebook Dataset The following is the dataset Fig 1: Disaster Twiter feed Dataset The dataset consists of the id of the tweet, keywords in the tweet text, location of the tweet and the tweet text. The training set of the tweet alone has the target parameter which holds the resolution of the tweet. If the target is 0 th...