Unveiling Bristol's Airbnb Landscape: A Data-Driven Exploration

Bristol, a vibrant city with a rich history and diverse culture, has become a popular destination for travelers. To gain a deeper understanding of Bristol's Airbnb market, we have analyzed a dataset comprising information on various neighborhoods, room types, and prices. Through data visualization, we can uncover interesting trends and patterns. Key Insights from the Data: Top Ten High-Priced Neighborhoods: Westbury-on-Trym emerges as the most exclusive neighborhood, with an average nightly rate of £163.47. Brislington East and Southville follow closely behind, offering premium accommodations at an average price of £154.35 and £153.83, respectively. Room Type Preferences: Entire homes/apartments are the most popular choice among Airbnb guests, accounting for 61.16% of bookings. Private rooms offer a more budget-friendly option, accounting for 36.18% of bookings. Hotel rooms and shared rooms have a smaller market share, with 2.46% and 0.2% , respectively. ...