Efficient Statistics Estimation on Points of Interests

In recent times one of the key attention for business like hotels and restaurants startup by providing valuable information by analyzing the popularity on a certain location and competitors. These details are gathered using PoI (Point of Interest) for a marketing research. Though we do not have direct access of PoI database we propose sample statistics method such as sum and aggregate average with the use of very few queries.  As a result of our experiment using real datasets we end up in the same accuracy as such in state-of-the-art method but with six times less queries than the usual.