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hi there welcome to ch.org YouTube channel recently I was looking at a chart from economist.com and that caught me thinking about this top 100 cities comparison it is an Excel chart that we are going to talk about now but first let me show you the chart that Economist people have made so this is something that I have seen in on Economist and what they do is I think uh one or maybe twice an year they they do some sort of an exhaustive study on best places to live across the globe so this is their recent report where they are saying you know itamp;#39;s about a couple of months old but uh you can see that these are the best cities to live uh based on the livability index which is a composite number that they calculate after analyzing various conditions for example uh you know St ility of the city how how afford abilities and how much accessibilities and what kind of job opportunities are there and all sorts of things how hygienic it is etc etc and as you can see you know all the top 10