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A growing number of people are working as part of on-line crowd work, whichhas been characterized by its low wages; yet, we know little about wagedistribution and causes of low/high earnings. We recorded 2,676 workersperforming 3.8 million tasks on Amazon Mechanical Turk. Our task-level analysisrevealed that workers earned a median hourly wage of only ~\$2/h, and only 4%earned more than \$7.25/h. The average requester pays more than \$11/h,although lower-paying requesters post much more work. Our wage calculations areinfluenced by how unpaid work is included in our wage calculations, e.g., timespent searching for tasks, working on tasks that are rejected, and working ontasks that are ultimately not submitted. We further explore the characteristicsof tasks and working patterns that yield higher hourly wages. Our analysisinforms future platform design and worker tools to create a more positivefuture for crowd work.

A Data-Driven Analysis of Workers' Earnings on Amazon Mechanical Turk