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hey there howamp;#39;s it going everybody in this video weamp;#39;re going to be learning more about indexes so weamp;#39;ve seen basic default indexes and previous videos but in this video weamp;#39;ll learn how to set custom indexes and the benefits of doing this now Iamp;#39;d 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 Iamp;#39;ll talk more about their services in just a bit so with that said letamp;#39;s 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 weamp;#39;ll see how to use these with our larger survey data set that weamp;#39;ve been using so far in the series so in these snippets w