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so you need to stop using csv files and to show you why ive set up a bit of an experiment so weve imported numpy pandas and pi arrow well get back to what that does in a second and im going to create a data frame with 5 million rows and 24 columns the column headers are just the letters of the greek alphabet just wanted to be a bit fancy so if we make that now we can see that the data is all values between naught and one you know this is representative of normalized data feed to an ai maybe sensor data who knows all we know is that its good mock data ill show you what im talking about im going to do some read write comparisons between a csv file and something called a feather file now im going to set these cells going because this is going to take a little while to do but i can talk about what these things are um while its going now before i want to talk about the feather file im going to talk about the csv file a bit just so we have a bit of context as to why the feather f