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hey there hows it going everybody in this video were going to be learning more about indexes so weve seen basic default indexes and previous videos but in this video well learn how to set custom indexes and the benefits of doing this now Id also like to mention that we do have a sponsor for this series of videos and that is brilliant org so I really want to thank brilliant for sponsoring this 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 bit so with that said lets go ahead and get started okay so I have my snippets file open here or my snippets notebook open here so that we can look at indexes using a simple data frame with a little bit of data and then well see how to use these with our larger survey data set that weve been using so far in the series so in these snippets we have the same small data frame that we saw in the last video where we