DataJam against Exploitation – DataJam 2020 Participant Handbook
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By Tom Sabo, Adam Pilz, SAS Institute Inc.
Abstract
The US Department of State (DOS) and other humanitarian agencies have a vested interest in assessing and preventing human trafficking in its many forms. A subdivision within the DOS releases publicly facing Trafficking in Persons (TIP) reports for approximately 200 countries annually. These reports are entirely freeform text, though there is a richness of structure hidden within the text. How can decision-makers quickly tap this information for patterns in international human trafficking?
This paper showcases a strategy of applying SAS® Text Analytics to explore the TIP reports and apply new layers of structured information. Specifically, the authors identify common themes across the reports, use topic analysis to identify a structural similarity across reports, identifying source and destination countries involved in trafficking, and use a rule-building approach to extract these relationships from freeform text. The authors subsequently depict these trafficking relationships across multiple countries in SAS® Visual Analytics, using a geographic network diagram that covers the types of trafficking as well as whether the countries involved are invested in addressing the problem. This ultimately provides decision-makers with big-picture information about how to best combat human trafficking internationally.
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In one-to-one interviews and focus groups, female migrant workers in Qatar, Kuwait, and Bahrain recounted their experiences with violence in the workplace and how they navigated formal and informal grievance mechanisms. Through their insights, we ai...Read More
The following information is based on incoming communication with the National Human Trafficking Hotline from January 1, 2016 – December 31, 2016 about human trafficking cases and issues related to human trafficking in Puerto Rico. ...Read More
The UK is at the forefront of the global move to tackle human trafficking and prevent modern forms ofslavery by introducing the Modern Slavery Act 2015 (the Act) earlier this year.In this Client Alert, we focus on the new transparency reporting prov...Read More