A Dbscan Cluster Map of Capetown's top Airbnbs. Markers are coded by clusters. The data consists of the top reviewed Airbnbs only, that is >= 25 reviews which is only 20% of all listings. Hosts: Use it to determine a reasonable comparable price for your Airbnb to get good reviews Tourists: Use it to find an Airbnb in your price range that is among the top reviewed Local Business: Use it to identify supporting business, hosts, locations that you can target , increase short term stays in CPT and solve Capetown's unique problems ;) Note: The outliers consist of extremely high reviews or extremely high prices outside our clusters.

Exploratory data analysis of Financial Access Survey demographic variables

Demographic distribution of financial access in X community: Age, Gender and Marital Statys