The reason why you are running into this problem is because pd.read_csv("logfile.csv").unique() is not a valid attribute from DataFrame. What I suggest you do is since csvData comes out as a list, you can search for all ip's by csvData['ip'] then search for unique ip's with csvData['ip'].unique().