Finding Optimal Business to start in UK Divyansh Sharma July 23, 2021 1. Introduction 1.1 Background The report has been prepared as part of the IBM Applied Data Science final submission capstone project Success criteria for the project as stated in the course requirements consist of using data to explore a geographic location or city with the intention of solving problems like finding trending hotspots, happening venues etc 1.2 Business Problem Accordingly in this project we will analyze quality of for London detail. Based on the findings we will then come up with a series of recommendations to which business to start. 1.3 Intrest Obviously, people who are thinking of starting a business in London/UK would be intrested to know which businesses are most common and in which areas. Also wheather it is good time to invest in Commercial property or not. 2. Data acquisition and cleaning 2.1 Data sources The data we will be using will be ...