Automation usage is increasing in our critical infrastructure systems, especially in port shipping. Comparing risks, rewards, and trade-offs, we use the qualitative method of SWOT analysis to contextualize the ethical issues and the effect of automation on human labor and port operations. To further deconstruct this effect, the data analysis of the Department of Transportation's Freight Analysis Framework consolidates a graph structure and analytic processes to make sense of the trend towards increasing port automation.