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and share my screen so yes welcome everybody to our uh big data for today uh were going to our last time we talked about um our homework assignments newest homework assignment this uh twitter postgres indexes assignment and were going to finish up the material that you need for this uh assignment today in particular three things that well be talking about are um so we made it all the way up to this section right here full text search and postgres talked a little bit last time as well about uh full text search in general and some other strategies for that at the end of class well start today with doing this specifically in postgres and some of the questions that youre trying to speed up on the assignments are our full text search sort of queries and so this will be relevant for that and then another part of your assignment is writing queries specifically on the json be denormalized uh data and so ill be going over that as well today and also uh indexes which will make both of thos