This notebook presents an in-depth analysis of the Diwali sales dataset. Diwali, the festival of lights, is one of the most significant festivals in India, and it is marked by extensive shopping and gifting activities. Retailers often witness a substantial increase in sales during this period. The aim of this analysis is to uncover trends, insights, and patterns within the dataset to better understand consumer behavior and sales performance during Diwali.