I am very new to Json files. If I have a json file with multiple json objects such as following: {"ID":"12345","Timestamp":"20140101", "Usefulness":"Yes", "Code":[{"event1":"A","result":"1"},…]} {"ID":"1A35B","Timestamp":"20140102", "Usefulness":"No", "Code":[{"event1":"B","result":"1"},…]} {"ID":"AA356","Timestamp":"20140103", "Usefulness":"No", "Code":[{"event1":"B","result":"0"},…]} … I want to extract all "Timestamp" and "Usefulness" into a data frames: Timestamp Usefulness 0 20140101 Yes 1 20140102 No 2 20140103 No … Does anyone know a general way to deal with such problems? Continue reading...