Twitter-Event-Detection.This is an analysis of different machine learning and deep learning techniques used in event detection from tweets. It is a comparison based study of different techniques such as Convolutional Neural Network, LSTM, Perceptron, Stochastic Gradient Descent, Logistic Regression, Bernoulli Naive Bayes, Gaussian Naive Bayes etc.