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hey there hows it going everybody in this video were gonna be learning how to handle missing values and also how to clean up our data a bit now almost every dataset that youre going to be working with is likely going to have some missing data or data that wed like to clean up or convert to a different data type so well learn how to do all of that here now towards the end of the video well combine what we learned here to be able to look at our Stack Overflow survey data and calculate the average years of experiences of developers who answered the survey so be sure to stay around for that and its going to be great practice for what we learned here now I would like to mention that we do have a sponsor for this series of videos and that is brilliant so I really want to thank brilliant for sponsoring the series and it would be great if you all can check them out using the link in the description section below and support the sponsors and Ill talk more about their services in just a