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Software logs are of great value in both industrial and open-source projects.Mobile analytics logging enables developers to collect logs remotely from theirapps running on end user devices at the cost of recording and transmitting logsacross the Internet to a centralised infrastructure.  This paper makes a first step in characterising logging practices with awidely adopted mobile analytics logging library, namely Firebase Analytics. Weprovide an empirical evaluation of the use of Firebase Analytics in 57open-source Android applications by studying the evolution of code-bases tounderstand: a) the needs-in-common that push practitioners to adopt loggingpractices on mobile devices, and b) the differences in the ways developers uselocal and remote logging.  Our results indicate mobile analytics logs are less pervasive and lessmaintained than traditional logging code. Based on our analysis, we believelogging using mobile analytics is more user centered compared to traditionallogging, where the latter is mainly used to record information for debuggingpurposes.

Logging Practices with Mobile Analytics: An Empirical Study on Firebase