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hey welcome today we will learn how to replace or modify some of the values in our pandas data frame here is a data set again that ive used a bunch of times before in my pandas videos this is a data frame that i got from new york city open data it is a list of open positions in the new york city government uh their job ids the job title the agency that opened this position whether its external or internal the category and what the expected salary is from the lower end to the higher end the first thing that i want to show you is actually quite simple its about replacing none value so missing values for that in pandas all you have to do is say data fill na and if you already know what you want to fill it with you just fill it in here so i see that there is a none or missing value here in the job category you know there are a bunch of ways how you can find out there are missing values ive made a video about that ill make sure to link it here but theyre also a whole different process
