This dataset provides event data around a McDonald's location in Times Square, New York City, USA. It includes attended, non-attended, and unscheduled events such as sports, festivals, conferences, public holidays, severe weather, and more. The data enables restaurants to understand the impact of high-impact events historically and predict future demand.