The Point of Interest (POI Data) includes details of businesses, landmarks (e.g., restaurants, hospitals, EV charging stations, grocery stores, supermarkets, etc.). This versatile POI data serves multiple purposes like navigation, market trend analysis, advertising, location search, and more. A. Usecase/Applications possible with the data: Market Analysis: POI data can be used to understand the distribution of different types of businesses or points of interest in an area, allowing businesses to identify areas with high or low concentrations of specific types of businesses. This information can be used to identify potential new locations for businesses, or to understand the competition in a specific area. Advertising: POI data can be used to target ads to users based on their location, such as showing ads for nearby businesses to users who are in the vicinity. Navigation and Local Search: POI data can be used to provide directions to a specific location, or to show nearby points of interest to a user. Also, can be used to provide information about businesses or other points of interest in a specific area, allowing users to find nearby locations that meet their needs. Mapping and GIS: POI data can be used to create maps and analyze spatial data, such as showing the distribution of different types of businesses or points of interest in an area.