Big data for the first time

This is my first time to analyze a data set with 1,176,108 records. Any data manipulating step would take more than 1 minute on my really advanced laptop. Right now I am trying to assign the registered voter records to their closest polling office. I need to convert the information in the polling office location list PDF into Excel and then into SAS.