Insights from Data mining of Airbnb Listings

Airbnb's growth has been phenomenal over the years and they are one of hottest unicorn startups in the present days. In fact, they have become profitable and hopefully, looking at IPO in the near future. According to popular media outlets, currently Airbnb has more than 2 million listings in 192 countries and operating in 65,000 cities. Considering the amount of data that Airbnb hosts, it'd be interesting to perform analyses and uncover insights related to vacation rental space in the sharing economy. In this study we'll be using the property listings data extracted for Texas, United States. Let's first try to visualize the property density across cities of Texas and find out which one has maximum number of listings.