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[Music] whats up everybody im andrew lockwood and today i want to talk about three digit zip codes specifically taking your data which may be in a spreadsheet or a table in numerical fashion and really visualizing it in a different way we can look at data at the zip code level but if we aggregate it to the three digit zip code level or the first three digits of those of those five digit zip codes it makes for an easier view sometimes so lets get right to it so ive got a data set here a lot of different city states zip codes and volume i happen to be in logistics and transportation so i see a lot of geo data like this and ive already kind of broken it down here at the city state zip level but what i want to do is i want to look at this volume at the three digit zip level and and see if i can draw any conclusions from that now something to note in the u.s here we have five digits to our normal zip codes you may see for the trail and thats uh to specify the very specific area withi