In order to establish and maintain a successful company in the digital age, managers are digitally transforming their organizations to include such tools as disruptive technologies and digital data to improve performance and efficiencies. As these companies continue to adopt digital technologies to improve their businesses and create new revenues and value-producing opportunities, they must also be aware of the challenges digitalization can present.
All social and policy researchers need to synthesize data into a visual representation. Producing good visualizations combines creativity and technique. This book teaches the techniques and basics to produce a variety of visualizations, allowing readers to communicate data and analyses in a creative and effective way. Visuals for tables, time series, maps, text, and networks are carefully explained and organized, showing how to choose the right plot for the type of data being analysed and displayed. Examples are drawn from public policy, public safety, education, political tweets, and public health. The presentation proceeds step by step, starting from the basics, in the programming languages R and Python so that readers learn the coding skills while simultaneously becoming familiar with the advantages and disadvantages of each visualization. No prior knowledge of either Python or R is required. Code for all the visualizations are available from the book’s website.
Stress tests are the most innovative regulatory tool to prevent and fight financial crises. Their use has fundamentally changed the modeling of financial systems, financial risk management in the public and private sector, and the policies designed to prevent and mitigate financial crises. When financial crises hit, stress tests take center stage. Despite their centrality to public policy, the optimal design and use of stress tests remains highly contested. Written by an international team of leading thinkers from academia, the public sector, and the private sector, this handbook comprehensively surveys and evaluates the state of play and charts the innovations that will determine the path ahead. It is a comprehensive and interdisciplinary resource that bridges theory and practice and places financial stress testing in its wider context. This guide is essential reading for researchers, practitioners, and policymakers working on financial risk management and financial regulation.
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Aging King George III of England is exhibiting signs of madness, a problem little understood in 1788. As the monarch alternates between bouts of confusion and near-violent outbursts of temper, his hapless doctors attempt the ineffectual cures of the day. Meanwhile, Queen Charlotte and Prime Minister William Pitt the Younger attempt to prevent the king’s political enemies, led by the Prince of Wales, from usurping the throne.
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The film follows Jon (Andrew Garfield), a young theater composer who’s waiting tables at a New York City diner in 1990 while writing what he hopes will be the next great American musical. Days before he’s due to showcase his work in a make-or-break performance, Jon is feeling the pressure from everywhere: from his girlfriend Susan, who dreams of an artistic life beyond New York City; from his friend Michael, who has moved on from his dream to a life of financial security; amidst an artistic community being ravaged by the AIDS epidemic. With the clock ticking, Jon is at a crossroads and faces the question everyone must reckon with: What are we meant to do with the time we have?
An intimate look at the reggaeton superstar, Natti Natasha, as she opens up about family, relationships, and what it takes to stay on top of the explosive Latinx music scene, all while navigating new friendships and a new city.
MARGARET POWERS, a middle aged, middle class doctor of pathology, seeks a path of vengeance when she captures and tortures the young man she believes murdered her son, but in a bid to extract a confession, that path to vengeance leads to tragedy and unearths deeply troubling truths.
An aging pot farmer finds her world shattered as she races to bring in what could be her final harvest.
