This book introduces text analytics as a valuable method for deriving insights from text data. Unlike other text analytics publications, Practical Text Analytics: Maximizing the Value of Text Data makes technical concepts accessible to those without extensive experience in the field. Using text analytics, organizations can derive insights from content such as emails, documents, and social media. Practical Text Analytics is divided into five parts. The first part introduces text analytics, discusses the relationship with content analysis, and provides a general overview of text mining methodology. In the second part, the authors discuss the practice of text analytics, including data preparation and the overall planning process. The third part covers text analytics techniques such as cluster analysis, topic models, and machine learning. In the fourth part of the book, readers learn about techniques used to communicate insights from text analysis, including data storytelling. The final part of Practical Text Analytics offers examples of the application of software programs for text analytics, enabling readers to mine their own text data to uncover information.

Policing and police practices have changed dramatically since the 9/11 terrorist attacks and those changes have accelerated since the summer of 2014 and the death of Michael Brown at the hands of then-police officer Darren Wilson in Ferguson, Missouri. Since the November 2016 election of Donald Trump as president, many law enforcement practitioners, policy makers, and those concerned with issues of social justice have had concerns that there would be seismic shifts in policing priorities and practices at the federal, state, county, and local and tribal levels that will have significant implications for constitutional rights and civil liberties protections, particularly for people of color. Perilous Policing: Criminal Justice in Marginalized Communities provides a much-needed interrogatory to law enforcement practices and policies as they continue to evolve during this era of uncertainty and anxiety. Key topics include the police and marginalized populations, the use of technology to surveil individuals and groups, the emergence of the Black Lives Matter movement and the erosion of the police narrative, the use of force (particularly deadly force) against people of color, the role of the police in immigration enforcement, the "war on cops," and police militarization. Thomas Nolan's critique of current practice and his preliminary conclusions as to how to navigate contemporary policing away from the pitfalls of discredited and counterproductive practices will be of interest to advanced undergraduates and graduate students in Policing, Criminology, Justice Studies, and Criminal Justice programs, as well as to researchers, law enforcement professionals, and police policy makers.

Policing and police practices have changed dramatically since the 9/11 terrorist attacks and those changes have accelerated since the summer of 2014 and the death of Michael Brown at the hands of then-police officer Darren Wilson in Ferguson, Missouri. Since the November 2016 election of Donald Trump as president, many law enforcement practitioners, policy makers, and those concerned with issues of social justice have had concerns that there would be seismic shifts in policing priorities and practices at the federal, state, county, and local and tribal levels that will have significant implications for constitutional rights and civil liberties protections, particularly for people of color. Perilous Policing: Criminal Justice in Marginalized Communities provides a much-needed interrogatory to law enforcement practices and policies as they continue to evolve during this era of uncertainty and anxiety. Key topics include the police and marginalized populations, the use of technology to surveil individuals and groups, the emergence of the Black Lives Matter movement and the erosion of the police narrative, the use of force (particularly deadly force) against people of color, the role of the police in immigration enforcement, the "war on cops," and police militarization. Thomas Nolan's critique of current practice and his preliminary conclusions as to how to navigate contemporary policing away from the pitfalls of discredited and counterproductive practices will be of interest to advanced undergraduates and graduate students in Policing, Criminology, Justice Studies, and Criminal Justice programs, as well as to researchers, law enforcement professionals, and police policy makers.

This book introduces text analytics as a valuable method for deriving insights from text data. Unlike other text analytics publications, Practical Text Analytics: Maximizing the Value of Text Data makes technical concepts accessible to those without extensive experience in the field. Using text analytics, organizations can derive insights from content such as emails, documents, and social media. Practical Text Analytics is divided into five parts. The first part introduces text analytics, discusses the relationship with content analysis, and provides a general overview of text mining methodology. In the second part, the authors discuss the practice of text analytics, including data preparation and the overall planning process. The third part covers text analytics techniques such as cluster analysis, topic models, and machine learning. In the fourth part of the book, readers learn about techniques used to communicate insights from text analysis, including data storytelling. The final part of Practical Text Analytics offers examples of the application of software programs for text analytics, enabling readers to mine their own text data to uncover information.

This is an EXACT reproduction of a book published before 1923. This IS NOT an OCR'd book with strange characters, introduced typographical errors, and jumbled words. This book may have occasional imperfections such as missing or blurred pages, poor pictures, errant marks, etc. that were either part of the original artifact, or were introduced by the scanning process. We believe this work is culturally important, and despite the imperfections, have elected to bring it back into print as part of our continuing commitment to the preservation of printed works worldwide. We appreciate your understanding of the imperfections in the preservation process, and hope you enjoy this valuable book.

This scarce antiquarian book is a selection from Kessinger Publishing's Legacy Reprint Series. Due to its age, it may contain imperfections such as marks, notations, marginalia and flawed pages. Because we believe this work is culturally important, we have made it available as part of our commitment to protecting, preserving, and promoting the world's literature. Kessinger Publishing is the place to find hundreds of thousands of rare and hard-to-find books with something of interest for everyone!

This scarce antiquarian book is a selection from Kessinger Publishing's Legacy Reprint Series. Due to its age, it may contain imperfections such as marks, notations, marginalia and flawed pages. Because we believe this work is culturally important, we have made it available as part of our commitment to protecting, preserving, and promoting the world's literature. Kessinger Publishing is the place to find hundreds of thousands of rare and hard-to-find books with something of interest for everyone!

Considered With Reference To, The Word Of Reconciliation, Two Sermons By J. L. Davies.

Considered With Reference To, The Word Of Reconciliation, Two Sermons By J. L. Davies.

In December 1943, Eisenhower was Supreme Commander of Allied forces in Europe with General Carl Spaatz in command of all US Army Air Force. In January 1944, M/G James Doolittle replaced M/G Ira Eaker to lead the Eighth Air Force. The air battle strategy scenario soon changed. Air strategy at the Casablanca Conference was to take out the Luftwaffe before D-Day. The modified P-51 was now one had in good numbers. Doolittle made a key decision to turn his fighters loose. They would no longer fly with bomber formation but now in fighter sweeps to hit Luftwaffe installations and destroy Luftwaffe fighters as they formed for the intercept. Spaatz and Doolittle prayed for one week of good weather in which massive bomber raids could be launched to flush out get German fighters. During that week, five such bomber attacks attacked key targets. It worked, but at high cost to both sides. Eighth Air Force, Fifteenth Air Force and the RAF lost 369 aircrafts, but the Luftwaffe Fighter Command lost an estimated two thirds of its strength. The Luftwaffe did not show up on D-Day except for a few furtive attacks on the beachheads. The battle for air supremacy was won by the Allies and the progressive decline of the Luftwaffe ensued thereafter. The book will provide insight into a pilot's mind who flew such missions and try to give the reader not only the historic background, but a sense of what it must have been like to fly such missions.