If you're watching that last episode you know we started with about 75 lines of code most of which was the same four or five lines repeated ten times we replaced that with a for loop it worked very efficiently worked really well and it got the answer that we were hoping for were able to generalize it to other distance matrices and it worked really well well in this episode i want to go about removing that for loop and seeing if we can do it a different way perhaps it might be a little bit more efficient but ultimately the goal isn't to do it just a different way to for the sake of doing it a different way but to do it a different way to help us to learn the program better to learn more things about programming and r that's kind of like this current series we're working in where we are trying to read in a lower triangular distance matrix also called a file up formatted distance matrix into r this is giving us an opportunity to really dig into the nitty gritty of functionality within base r sure we've got the tidy verse and a lot of great packages out there that make using r easy but i find that there are these kind of nooks and crannies of r things like vectors matrices for loops and then today we'll learn about lists and how we can apply functions over multiple elements of a list and how we can work with lists and you know what lists show up all over the place you just don't realize it so let's head over to our studio and we'll get going on today's episode where we try to remove a for loop from a perfectly...
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