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avoid saving your data set as a CSV file they can take up to 23 times more time to save and load a data set than other methods on top of that it consumes 5 times more disk space so I have measured the time it takes to read and load a data set as a CSV file and I also recorded this file size then I did the same thing with picket files and parquet files and hereamp;#39;s a summary of the end result saving time is 7.5 times faster as a picket file and 23 times faster as a per K file load times is 54 faster as a pickle file and 5 times faster as a per K file also saving as a parquet can save you 5 times more disk space so now you know