We share the run-time method call traces of benign and malicious apps in Android that we sampled from diverse sources and that were developed in 2010 through 2019, to help support dynamic studies of Android apps with/without an evolutionary lens. We provide both such 10-year longtudinal traces that were produced on an Android emulator and a physical Android device (a Samsung Galaxy S4 smartphone). Thus, the datasets can enable studies on how app behaviors may differ between different run-time environments. The trace (.logcat file) for each app is the sequence of method calls during a 10-min execution driven by random inputs generated by Android Monkey (the UI exerciser). These traces took us over three years to collect. In this package, the following files each holds the per-app traces of all the apps, benign or malicious, from a particular year generated from the emulator. trace-benign-2010.tar.gz trace-benign-2011.tar.gz trace-benign-2012.tar.gz trace-benign-2013.tar.gz trace-benign-2014.tar.gz trace-benign-2015.tar.gz trace-benign-2016.tar.gz trace-benign-2017.tar.gz trace-benign-2018.tar.gz trace-benign-2019.tar.gz trace-malware-2010.tar.gz trace-malware-2011.tar.gz trace-malware-2012.tar.gz trace-malware-2013.tar.gz trace-malware-2014.tar.gz trace-malware-2015.tar.gz trace-malware-2016.tar.gz trace-malware-2017.tar.gz trace-malware-2018.tar.gz trace-malware-2019.tar.gz In this package, the following files each holds the per-app traces of all the apps, benign or malicious, from a particular year generated from the real device. real-trace-benign-2010.tar.gz real-trace-benign-2011.tar.gz real-trace-benign-2012.tar.gz real-trace-benign-2013.tar.gz real-trace-benign-2014.tar.gz real-trace-benign-2015.tar.gz real-trace-benign-2016.tar.gz real-trace-benign-2017.tar.gz real-trace-benign-2018.tar.gz real-trace-benign-2019.tar.gz real-trace-malware-2010.tar.gz real-trace-malware-2011.tar.gz real-trace-malware-2012.tar.gz real-trace-malware-2013.tar.gz real-trace-malware-2014.tar.gz real-trace-malware-2015.tar.gz real-trace-malware-2016.tar.gz real-trace-malware-2017.tar.gz real-trace-malware-2018.tar.gz real-trace-malware-2019.tar.gz You can find four more files named below. These are the features extracted from the above traces for 2010 through 2017. These features were used in our own prior publications. benign-dynamic.tar.gz malware-dynamic.tar.gz benign-static.tar.gz malware-static.tar.gz For more details on how these data were produced and how (part of these data) were used in our previous publications, see our data showcase paper, which also shares insights into how these data can enable other interesting and significant studies. If you download and use our datasets, please cite our data showcase paper.