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The Atacama Large mm and sub-mm Array (ALMA) radio observatory is one of theworld's largest astronomical projects. After the very successful conclusion ofthe first observation cycles Early Science Cycles 0 and 1, the ALMA project canreport many successes and lessons learned. The science data taken interleavedwith commissioning tests for the still continuing addition of new capabilitieshas already resulted in numerous publications in high-profile journals. Theincreasing data volume and complexity are challenging but under control. Theradio-astronomical data analysis package "Common Astronomy SoftwareApplications" (CASA) has played a crucial role in this effort. This articledescribes the implementation of the ALMA data quality assurance system, inparticular the level 2 which is based on CASA, and the lessons learned.

ALMA service data analysis and level 2 quality assurance with CASA