It is common to regard rights and wrongs as mirror images: to be wronged is to have one's rights violated. Nicolas Cornell rejects this view. Drawing on diverse real-world examples, he argues that rights determine how we ought to shape our interpersonal conduct, while wrongs alone tell us what corrective action is appropriate after a violation.
Leverage Scala and Machine Learning to study and construct systems that can learn from data About This Book Explore a broad variety of data processing, machine learning, and genetic algorithms through diagrams, mathematical formulation, and updated source code in Scala Take your expertise in Scala programming to the next level by creating and customizing AI applications Experiment with different techniques and evaluate their benefits and limitations using real-world applications in a tutorial style Who This Book Is For If you're a data scientist or a data analyst with a fundamental knowledge of Scala who wants to learn and implement various Machine learning techniques, this book is for you. All you need is a good understanding of the Scala programming language, a basic knowledge of statistics, a keen interest in Big Data processing, and this book! What You Will Learn Build dynamic workflows for scientific computing Leverage open source libraries to extract patterns from time series Write your own classification, clustering, or evolutionary algorithm Perform relative performance tuning and evaluation of Spark Master probabilistic models for sequential data Experiment with advanced techniques such as regularization and kernelization Dive into neural networks and some deep learning architecture Apply some basic multiarm-bandit algorithms Solve big data problems with Scala parallel collections, Akka actors, and Apache Spark clusters Apply key learning strategies to a technical analysis of financial markets In Detail The discovery of information through data clustering and classification is becoming a key differentiator for competitive organizations. Machine learning applications are everywhere, from self-driving cars, engineering design, logistics, manufacturing, and trading strategies, to detection of genetic anomalies. The book is your one stop guide that introduces you to the functional capabilities of the Scala programming language that are critical to the creation of machine learning algorithms such as dependency injection and implicits. You start by learning data preprocessing and filtering techniques. Following this, you'll move on to unsupervised learning techniques such as clustering and dimension reduction, followed by probabilistic graphical models such as Naive Bayes, hidden Markov models and Monte Carlo inference. Further, it covers the discriminative algorithms such as linear, logistic regression with regularization, kernelization, support vector machines, neural networks, and deep learning. You'll move on to evolutionary computing, multibandit algorithms, and reinforcement learning. Finally, the book includes a comprehensive overview of parallel computing in Scala and Akka followed by a description of Apache Spark and its ML library. With updated codes based on the latest version of Scala and comprehensive examples, this book will ensure that you have more than just a solid fundamental knowledge in machine learning with Scala. Style and approach This book is designed as a tutorial with hands-on exercises using technical analysis of financial markets and corporate data. The approach of each chapter is such that it allows you to understand key concepts easily.
Why should public administrators care about city planning? Is city planning not a field ruled by architects and public works personnel? Much of city planning in fact requires expertise in areas other than buildings and infrastructure, and with city planning expertise, urban administrators are empowered to make more informed decisions on matters that involve budgeting, economic development, tax revenues, public relations, and ordinances and policies that will benefit the community. City Planning for the Public Manager is designed to fill a gap in the urban administration literature, offering students and practitioners hands-on, practical advice from experts with diverse city administration experience, and demonstrating where theory and practice intersect. Divided into three sections, the book provides an overview of the life cycle of a municipality and its services, explores city planning applications for planners on a strict budget, and walks the reader through a real-life planning research project, demonstrating how it was formulated, implemented, and analyzed to produce usable results. Topics explored include justifications for specific city services, internal and external benchmarking used for city planning, common technical tools (e.g., GIS), legal aspects of planning and zoning, environmental concerns, transportation, residential planning, business district planning, and infrastructure. City Planning for the Public Manager is required reading for students of urban administration and practicing city administrators interested in improving their careers and their communities.
This volume offers a historical and documented account of the constitutional issues underlying President Abraham Lincoln’s determination to save the Union between 1861 and 1865. It provides students of US history and politics with a simple, precise approach to the complex power game between the three branches of the federal government. While both the Civil War and the Emancipation issue are present across the different chapters, the book focuses on constitutional issues to provide a clear analysis of the way Lincoln used or misused the US Constitution in a context of emergency.
In many discussions of nations' development, we often focus on their economic and social development. Is it becoming wealthier? Is its society modernizing? Is it becoming more technologically sophisticated? Are social outcomes improving for the broad mass of the public? The process of development policy implementation, however, is always and inevitably political. Put simply, regime type matters when it comes to deciding on a course of development to follow. Further, political institutions matter. When a government's institutional capacity is low, the chances of success severely decline, regardless of the merits of the development plan. In The Oxford Handbook of the Politics of Development, two of America's leading political scientists on the issue, Carol Lancaster and Nicolas van de Walle, have assembled an international cast of leading scholars to craft a broad, state-of-the-art work on this vitally important topic. This volume is divided into five sections: major theories of the politics of development, organized historically (e.g. modernization theory, dependency theory, the Washington consensus of 'policies without politics,' etc.); key domestic factors and variables; key international factors and variables; political systems and structures; and geographical perspectives, inclusive of regional dynamics. A comprehensive and cross-regional examination on key issues of political development, this Handbook not only provides an authoritative synthesis of past scholarship, but also sets the agenda for future research in this discipline.
Nicolas Guilhot looks at how the U.S. government, the World Bank, political scientists, NGOs, think tanks have appropriated the movements for democracy and human rights. His work charts the various symbolic and political meanings that have developed around the movement for human rights and democracy as well their strategic importance for the West. Guilhot suggests that these shifting meanings reflect the transformation of a progressive, emancipatory movement into an industry, dominated by "experts," rather than grassroots leaders.
Afew years ago globalism seemed to be both a known and inexorable phenomenon. With the end of the Cold War, the opening of the Chinese economy, and the ascendancy of digital technology, the prospect of a unified flow of goods and services and of people and ideas seemed unstoppable. Yes, there were pockets of resistance and reaction, but these, we were told, would be swept away in a relentless tide of free markets and global integration that would bring Hollywood, digital fi nance, and fast food to all. Nonetheless, we have begun to experience the backlash against a global world founded on digital fungibility, and the perils of appeals to nationalism, identity, and authenticity have become only too apparent. The anxieties and resentments produced by this new world order among those left behind are oft en manifested in assertions of xenophobia and particularity. The “other” is coming to take what is ours, and we must defend ourselves! Digitalizing the Global Text is a collection of essays by an international group of scholars that situate themselves squarely at this nexus of forces. Together they examine how literature, culture, and philosophy in the global and digital age both enable the creation of these simultaneously utopian and dystopian worlds and offer resistance to them.
The book claims that the United States and the Soviet Union attained the mastery of the international order by projecting universalist values that responded to the particularist markers of the domestic order that was generated in the 1950s. The geopolitical orientation adopted by the superpowers in the 1950s was shaped by the way in which their societies developed politically, socially and economically in the 1950s. The main argument of this book is that the quest for the mastery of the international order that informed superpower relations in the 1950s was guided by the need to respond to the local circumstances that emerged in the United States and the Soviet Union. The particularist markers that arose in the 1950s led to the establishment of a geopolitical project underpinned by certain universalist values that could be applied in order to build the superpowers’ sphere of influence.
Imagining the Fed traces a six-decade struggle to shape the Federal Reserve's policymaking organs, the Washington-based Board and the Federal Open Market Committee. Conventional wisdom holds that Congress ended the system's struggle in 1935 by granting the Board a voting majority on the open market committee, establishing its Fed primacy. Yet, this book shows that the Fed's struggle continued flaring to yield consequential changes until 1970, when the modern Fed emerged. Nicolas Thompson explores how the Fed's evolution from a weak and fragmented sprawl into the world's most powerful central bank paralleled broader changes in the American polity. The rise and fall of hegemonic political parties remade the Board and elevated its Fed position, while the wars of the twentieth century concentrated Fed power in New York. When peace returned, however, system agents inherited a central bank that veered from the law, inviting renewed struggle. This process continued into the 1960s, when an ascendant Democratic Party loaded the Board with economists, who remade it in their image. Later partisan choices to launch unfunded wars at home and abroad unleashed inflationary forces which severed the dollar's link to gold. Freed from its golden fetters, monetary policy emerged as a domestic policy realm and Fed power durably concentrated in a new Board technocracy.
In the 1980s and 1990s, Nicolas Jabko suggests, the character of European integration altered radically, from slow growth to what he terms a "quiet revolution." In this book he traces the political strategy that underlay the move from the Single Market of 1986 through the official creation of the European Union in 1992 to the coming of the euro in 1999. The official, shared language of the political forces behind this revolution was that of market reforms—yet, as Jabko notes, this was a very strange "market" revolution, one that saw the building of massive new public institutions designed to regulate economic activity, such as the Economic and Monetary Union, and deeper liberalization in economic areas unaffected by external pressure than in truly internationalized sectors of the European economy. What held together this remarkably diverse reform movement? Precisely because "the market" wasn't a single standard, the agenda of market reforms gained the support of a vast and heterogenous coalition. The "market" was in fact a broad palette of ideas to which different actors could appeal under different circumstances. It variously stood for a constraint on government regulations, a norm by which economic activities were (or should be) governed, a space for the active pursuit of economic growth, an excuse to discipline government policies, and a beacon for new public powers and rule-making. In chapters on financial reform, the provision of collective services, regional development and social policy, and economic and monetary union, Jabko traces how a coalition of strange bedfellows mobilized a variety of market ideas to integrate Europe.
Astrophysical observations implying the existence of Dark Matter and Dark Energy, which are not described by the Standard Model (SM) of particle physics, have led to extensions of the SM predicting new particles that could be directly produced at the Large Hadron Collider (LHC) at CERN. Based on 2015 and 2016 ATLAS proton-proton collision data, this thesis presents searches for the supersymmetric partner of the top quark, for Dark Matter, and for DarkEnergy, in signatures with jets and missing transverse energy. Muon detection is key to some of the most important LHC physics results, including the discovery of the Higgs boson and the measurement of its properties. The efficiency with which muons can be detected with the ATLAS detector is measured using Z boson decays. The performance of high-precision Monitored Drift Tube muon chambers under background rates similar to the ones expected for the High Luminosity-LHC is studied.
With more states paying heed to environmental principles as catalysts for improving their environmental law, this book traces the evolution of environmental principles from their origins to their embodiment in enforceable laws. This edition will integrate to a greater extent the relationship between environmental principles and human rights.
Presenting a complete survey of labor economics from the search point of view, this is the first book to coordinate a vast and scattered literature, making an increasingly important and sophisticated area in modern applied economics readily accessible. Completely comprehensive, Empirical Labor Economics covers not only sequential and random search, but all stochastic models of the labor market, and treats underlying economic theory and econometric methods as needed. It examines structural search models, studies directed at particular policy questions--such as the effect of unemployment benefits on unemployment durations--and simple descriptive studies, considering data from all over the world. With valuable summaries and trenchant assessments of the strengths and weaknesses of the search approach, Empirical Labor Economics is essential for those embarking on labor market research.
This book presents an introduction to the main concepts of statistical physics, followed by applications to specific problems and more advanced concepts, selected for their pedagogical or practical interest. Particular attention has been devoted to the presentation of the fundamental aspects, including the foundations of statistical physics, as well as to the discussion of important physical examples. Comparison of theoretical results with the relevant experimental data (with illustrative curves) is present through the entire textbook. This aspect is facilitated by the broad range of phenomena pertaining to statistical physics, providing example issues from domains as varied as the physics of classical and quantum liquids, condensed matter, liquid crystals, magnetic systems, astrophysics, atomic and molecular physics, superconductivity and many more. This textbook is intended for graduate students (MSc and PhD) and for those teaching introductory or advanced courses on statistical physics. Key Features: A rigorous and educational approach of statistical physics illustrated with concrete examples. A clear presentation of fundamental aspects of statistical physics. Many exercises with detailed solutions. Nicolas Sator is Associate Professor at Sorbonne University, Paris, France. He is a member of the Laboratory of Theoretical Physics of Condensed Matter (LPTMC) and his research focuses on the physics of liquids. Nicolas Pavloff is Professor at Paris-Saclay University, France. He is a member of Laboratoire de Physique Théorique et Modèles Statistiques (LPTMS) and his domain of research is quantum fluid theory. Lénaïc Couëdel is Professor at the University of Sasktchewan, Saskatoon, Canada and researcher at CNRS, France. His research area is plasma physics with a focus on complex plasma crystals.
Global and Regional Strategies in the Middle East explores hegemony in the Middle East through understanding different dimensions of power politics and the consequences of the hegemonic ambitions of both global and regional powers. The book adds new aspects to the extensive literature on grand strategies in the Middle East by exploring and evaluating competing strategies from an "insider" perspective. First, it highlights the main determinants of Global powers' grand strategies, assesses the ones applied in the Middle East, and forecasts future strategies after the Ukraine war in alignment with other rival states' capabilities and goals. It then underlines regional dynamics and the hegemonic quest of regional powers and their power politics' determinants since the "War on terror," the Arab Spring, and, more recently, the Russian intervention in Ukraine and Israel-Gaza conflict. The book broadens readers' perspectives by clarifying the region's dynamics that shaped the global and regional power rivalries, where security concerns, economic interests, oil supplies, and hegemonic ambitions make it complicated for the US to keep influence and the total control it had during the late 20th century. This book will be of great interest to scholars and students of the MENA region, International Relations and Strategic Studies.
Nicolas Poussin, perhaps the most famous French painter of the seventeenth century, lived and worked for many years in Rome. Yet he remained deeply engaged with cultural and political transformations occurring in France, argues Todd R Olson in this original exploration of Poussin's paintings, their production, and their reception. Poussin's references to ancient literature and sculpture addressed a political elite -- the Robe nobility -- whose humanist education in classical antiquity equipped them to relate Greek and Roman history to contemporary events and to deploy ancient precedents in legalistic and political arguments. When the French civil war known as the Fronde erupted in the middle of the seventeenth century, the paintings that Poussin exported to France responded directly in both subject and style to the crisis in monarchical authority and the disenfranchisement of his Robe patrons. Olson demonstrates that Poussin's association with a disgraced political group, his loss of official support, and his exile in Italy imbued his history paintings with a symbolic weight. The painter's audience considered the hardearned pleasures of his restrained, difficult pictorial style a benchmark of integrity as well as a criticism of the Regency's indiscriminate collecting practices and taste for foreign luxury. Poussin transformed the easel painting -- its making and collection -- into an expression of cultural and political commitments binding a community. Olson's fresh insights reveal the importance of this painter's work to a learned and powerful French constituency at a critical moment in French history and demonstrate that Poussin's famously timeless style was far more responsive tohistorical contingencies than has been previously recognized.
The authors challenge widespread beliefs that business accounting practices are neutral and involve the mere reporting of objective data, revealing how easily balance sheets can be manipulated.
The Function of Symptoms in British Literature since Modernism looks at various ways of treating symptoms of psychological disorders in the literature of the long twentieth century. This book shows that literature can, in its questioning of commonly accepted views of this lived experience of psychic symptoms, help engender new theories about the functioning of subjective cases. Modernism emerged at about the same time as Freudian psychoanalysis did and the aim of this book is to also show that to a certain extent, Woolf preceded Freud in her exploration of the symptom and contributed to fashioning another approach that is now more common, especially in writers from the 1990s-onwards.
This book argues that American Exceptionalism and Eurasianism engendered the ideological principles that propelled the geostrategic interests of the United States and the Soviet Union in the post-World War Two period. The correlation between ideology and the pursuit of certain geostrategic aims led to the creation of the interventionist mechanisms that established a sound management of the international order in the post-World War Two era.
In this major new study, Nicolas Tackett proposes that the Northern Song Dynasty (960–1127) witnessed both the maturation of an East Asian inter-state system and the emergence of a new worldview and sense of Chinese identity among educated elites. These developments together had sweeping repercussions for the course of Chinese history, while also demonstrating that there has existed in world history a viable alternative to the modern system of nation-states. Utilising a wide array of historical, literary, and archaeological sources, chapters focus on diplomatic sociability, cosmopolitan travel, military strategy, border demarcation, ethnic consciousness, and the cultural geography of Northeast Asia. In this ground breaking new approach to the history of the East Asian inter-state system, Tackett argues for a concrete example of a pre-modern nationalism, explores the development of this nationalism, and treats modern nationalism as just one iteration of a phenomenon with a much longer history.
In 1894–1895, after suffering defeat against Japan in a war primarily fought over the control of Korea, the Qing government initiated fundamental military reforms and established “New Armies“ modeled after the German and Japanese military. Besides reorganizing the structure of the army and improving military training, the goal was to overcome the alleged physical weakness and lack of martial spirit attributed to Chinese soldiers in particular and to Chinese men in general. Intellectuals, government officials, and military circles criticized the pacifist and civil orientation of Chinese culture, which had resulted in a negative attitude towards its armed forces and martial values throughout society and a lack of interest in martial deeds, glory on the battlefield, and military achievements among men. The book examines the cultivation of new soldiers, officers, and civilians through new techniques intended to discipline their bodies and reconfigure their identities as military men and citizens. The book shows how the establishment of German-style “New Armies” in China between 1895 and 1916 led to the re‐creation of a militarized version of masculinity that stressed physical strength, discipline, professionalism, martial spirit, and “Western” military appearance and conduct. Although the military reforms did not prevent the downfall of the Qing Dynasty or provide stable military clout to subsequent regimes, they left a lasting legacy by reconfiguring Chinese military culture and re‐creating military masculinity and the image of men in China.
This work focuses on the economic challenges the American economy has met during the post-World War II era, and on the new challenges--represented notably by the competing economies of Japan, Germany, and the entire European union--that confront it as the twenty-first century approaches. The book shows how the transformations brought about by international competition fit the long-term processes of economic growth and change with respect to structural mutations, technological development, the role of the government, and the evolution of government-business relations. Nicholas Spulber presents a detailed critique of the thesis alleging that the American economy had experienced some kind of decline, and argues that the economy will continue to move forward energetically and successfully if growth and change are primarily left to emerge from the impulses and incentives of the private economy.
Forest Diplomacy draws students into the colonial frontier, where Pennsylvania settlers and the Delaware Indians, or Lenape, are engaged in a vicious and destructive war. Using sources—including previous treaties, firsthand accounts of the war, Quaker epistles advocating pacifism, and various Iroquois and Lenape cultural texts—students engage in a treaty council to bring peace back to the frontier.
At the start of the twentieth century, the modern metropolis was a riot of sensation. City dwellers lived in an environment filled with smoky factories, crowded homes, and lively thoroughfares. Sights, sounds, and smells flooded their senses, while changing conceptions of health and decorum forced many to rethink their most banal gestures, from the way they negotiated speeding traffic to the use they made of public washrooms. The Feel of the City exposes the sensory experiences of city-dwellers in Montreal and Brussels at the turn of the century and the ways in which these shaped the social and cultural significance of urban space. Using the experiences of municipal officials, urban planners, hygienists, workers, writers, artists, and ordinary citizens, Nicolas Kenny explores the implications of the senses for our understanding of modernity.
This book gathers four papers authored by Víctor Bravo and Nicolás Di Sbroiavacca, Oil and Natural Gas Engineers, specialized in Energy Economics. The main axis of the book is the application of the exploitation techniques of Oil and Natural Gas in Argentina, by the so-called “conventional” methods, in comparison with the so-called “Fracking”,(name massively used in the First World and particularly in the United States of America). Argentina has important Oil and Natural Gas resources in different regions of its wide geography. To develop these “non-conventional” techniques has generated endless controversies all over the world, mostly due to its estimated environmental impact and the need of significant requirement of large capitals for investment. Argentina is not out of this relevant controversy because in the mind of the maximum national authorities, fracking is one of the main factors that may contribute to generate monetary funds devoted to the payment of the immense foreign debt of this country. Other authors estimate that it is not possible to develop our country just on the basis of the massive exploitation and boundless export of natural resources. Consequently, fracking is undoubtedly a topic of National Energy Politics. In this scenario, a previous analysis of the National Energy Politics of the recent governments of Argentina, after the bloody military dictatorship of 1976-1983 and the return to democratic governments in December 1983. This analysis is done over the chapters “Analysis of the National Law No 27007 (known as the “Hydrocarbon Resources Law”) and the Oil and Natural Gas politics”, the “Oil and Natural Gas Politics of the period from 2003 to 2014” and “The Argentine Energy Politics during the 2014-2018 period”. Later on, the “Fracking” case is fully developed with two complementary analyses. One of them is basically centered on the technical and prospective scenarios for “fracking”: ”Shale Oil and Shale Gas in Argentina: Situation and Perspectives”. The other one, ”A technical opinion about Fracking”, contemplates the impacts resulting from the use of these techniques, especially those concerning the environment. Anyhow, each of the chapters are self-contained, thus permitting separate reading of any of them.
On the history of the book: In the early 1990s several new methods and perspectives in au- mated deduction emerged. We just mention the superposition calculus, meta-term inference and schematization, deductive decision procedures, and automated model building. It was this last ?eld which brought the authors of this book together. In 1994 they met at the Conference on Automated Deduction (CADE-12) in Nancy and agreed upon the general point of view, that semantics and, in particular, construction of models should play a central role in the ?eld of automated deduction. In the following years the deduction groups of the laboratory LEIBNIZ at IMAG Grenoble and the University of Technology in Vienna organized several bilateral projects promoting this topic. This book emerged as a main result of this cooperation. The authors are aware of the fact, that the book does not cover all relevant methods of automated model building (also called model construction or model generation); instead the book focuses on deduction-based symbolic methods for the construction of Herbrand models developed in the last 12 years. Other methods of automated model building, in particular also ?nite model building, are mainly treated in the ?nal chapter; this chapter is less formal and detailed but gives a broader view on the topic and a comparison of di?erent approaches. Howtoreadthisbook: In the introduction we give an overview of automated deduction in a historical context, taking into account its relationship with the human views on formal and informal proofs.
In Original Forgiveness, Nicolas de Warren challenges the widespread assumption that forgiveness is always a response to something that has incited it. Rather than considering forgiveness exclusively in terms of an encounter between individuals or groups after injury, he argues that availability for the possibility of forgiveness represents an original forgiveness, an essential condition for the prospect of human relations. De Warren develops this notion of original forgiveness through a reflection on the indispensability of trust for human existence, as well as an examination of the refusal or unavailability to forgive in the aftermath of moral harms. De Warren engages in a critical discussion of philosophical figures, including Martin Heidegger, Hannah Arendt, Mikhail Bakhtin, Edmund Husserl, Gabriel Marcel, Emmanuel Levinas, and Jean Améry, and of literary works by William Shakespeare, Fyodor Dostoevsky, Heinrich von Kleist, Simon Wiesenthal, Herman Melville, and Maurice Sendak. He uses this discussion to show that in trusting another person, we must trust in ourselves to remain available to the possibility of forgiveness for those occasions when the other person betrays a trust, without thereby forgiving anything in advance. Original forgiveness is to remain the other person’s keeper—even when the other has caused harm. Likewise, being another’s keeper calls upon an original beseeching for forgiveness, given the inevitable possibility of blemish or betrayal.
In recent years, the concept of organizational practices has become increasingly popular in organization studies. The focus of research that follows a "practice approach" is on the actual activities in organizations as opposed to prescribed procedures or standardized routines. This book is about a hitherto neglected category of practice, namely, disliked practices in organizations. On the basis of an empirical study in three German companies, the author reveals how continuous practicing of disliked practices results in a discrepancy between practitioners and their practices. This stands in contrast to previous literature, which understands practices as being exclusively positive and in which the consent of the practitioner to their practices is generally assumed. Based on the findings from the inductive study, the author develops a Theory of Disliked Practices, which explicates findings about the nature and the evolvement of disliked practices, and the negative effects of disliked practices on practitioners and organizational functioning. This book addresses researchers, lecturers, students and all those interested in organization studies and related disciplines, such as industrial-organizational psychology and sociology. The results of the study have significant implications for practice theory and methodology. Moreover, the theoretical model presented in this book provides a valuable basis for further research. Beyond that, the book will be insightful for managers and consultants who strive to improve the well-being of employees and overall organizational functioning.
This book provides a framework for understanding and analyzing Bernie Sanders’s democratic socialism, its origins, its maturation, and its evolution between 1972, when Sanders ran for the Vermont gubernatorial election for the first time, and 2020, when he made his second presidential run. The core argument is that Bernie Sanders’s characteristic brand of socialism evolved from the mould of late 19th century utopian radicalism to radical demands for state and corporate accountability in the 21st century, turning into a social movement for reparative justice that rose to national prominence in the wake of the Great Recession in 2008 and of the Occupy Wall Street movement in 2011.
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