Abstract: A method and system for automating analysis of log data files is disclosed. In some embodiments, the method includes pre-processing a log data file to generate a transformed log data file. The method further includes analyzing the transformed log data file to detect one or more of a plurality of anomalies in the transformed log data file; performing a predictive analysis for the one or more of the plurality of anomalies detected in the transformed log data file. The method further includes generating a report based on the predictive analysis performed for each of the one or more of the plurality of anomalies; receiving a feedback from an end-user based on the report generated for each of the one or more of the plurality of anomalies; and updating a database based on the feedback from the end-user for each of the one or more of the plurality of anomalies.