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[Music] hello and welcome back to another place key tutorial today were going to be going over cleaning duplicate addresses using place key so a good use case to kind of think about when were considering cleaning duplicate addresses or when you might need this is assume you were working for a state government and youve been tasked with mapping the physical plots of businesses around the state listing unique addresses for each so on and so forth how do you tell lets say you grab data from another government organization or say you find one from a private entity how do you tell that that data is not overlapping with your own data and how do you tell that whether or not that data has duplicates in it so were gonna go over using place key to to figure that out so were going to kind of glance over this google doc and then move into a google colab to walk through the python version of this so first off you can follow these steps to get the place key api key its completely free and it