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hey everyone in this last video for this week im going to talk about the topic that we touched upon early on in this semester namely linking survey data to other types of big data sources okay and this brings us back again to our three eras of survey research where uh in the the in the time of uh big data one uh important change compared to previous or traditional survey research methods is that the surveys are not necessarily standalone data collection efforts but they can actually be linked to other types of data sources in order to provide additional information okay and thats a huge huge change and huge opportunity uh for um for for social scientists okay um and im gonna talk through uh one of the uh another example of of this type of linkage between survey data and other big data sources but uh first off more more general from a conceptual perspective its important to distinguish two different types of linking survey data to to big data and in the bit by bit uh book this is k