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okay on this song okay i hope so the screen visible its as they expect okay okay great so yeah so as i said im going to start with the with the basics okay let let me run you through what what im going to do in this presentation and then so we have some expectations so as you know that doing these kind of talks is difficult because we dont really have free access for all to sophisticated data set so what im going to use is the data set which we all have access to which is lets say the snp 500 index data for end of the data you could theoretically pick any other data set which you want and if the one the data set which you actually wants to create features out of so if you have lets say access to your daily factor values your factor values in the sense momentum factor if you have price to value you have other sentiment or any other sort of data for each equity or even for the indices in theory it would work exactly the same at least the future measuring part but for now on the t