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in this video im going to be showing you how you can speed up your data cleaning process with the clip python library and without further ado were starting right now so today were going to be taking a look at the clip python library and it is a python library created by andreas cans and earlier today i was fortunate to come across an article on medium in taurus data science written by andreas and he has written about the clip python library and so please make sure to check out his article and also some of the examples that he has on the github okay and so lets take a look further so lets start by installing the clip library so its a simple pip clip klib all right and now its installed and so lets take a look at how we could visualize missing values as a plot and so were going to be making use of the missing val plot function and so this function will essentially allow us to have a high level overview of the missing values in the data set and so it will be pinpointing