Text analytics with Python

本書運用經濟學、概率論、優化理論、博弈理論等方法和技術構建供應鏈系統橫縱向需求信息共享的數學模型，通過研究系統結構、信息結構、市場競爭等因素對橫向及縱向需求信息共享的驅動作用、橫向與縱向需求信息共享的內在聯繫以及需求信息共享對供應鏈企業和供應鏈系統的價值等，探究供應鏈系統中橫縱向需求信息共享的內在驅動機制，為我國企業更加合理地的制定信息共享策略提供決策依據，促進供應鏈企業之間建立緊密的協作關係，降低需求不確定性因素對各企業的最優決策和供應鏈系統最優運行狀態的影響。We investigate information flow in two-tier supply chains, where retailers order from suppliers and sell in a market with uncertain demand. The retailers each have access to a demand signal and can exchange signals (horizontal information sharing). The suppliers can offer the retailers differential payments to gain access to their signals . We demonstrate that retailer competition is a necessary condition to sustain information flow, whereas supplier competition precludes vertical information acquisition. Facing horizontal competition, the retailers can have an incentive to exchange signals if competition is less intense; and this incentive is stronger when they order from independent suppliers than when they order from a monopolist supplier

The #1 New York Times-bestselling story about American Olympic triumph in Nazi Germany, now in a premium mass market edition. Available just in time for The 80th anniversary of the boys' gold medal win as well as the 8/2 broadcast of the PBS /American Experience documentary, The Boys of '36. and the start of the 2016 Summer Olympics. For readers of Unbroken, out of the depths of the Depression comes an irresistible story about beating the odds and finding hope in the most desperate of times--the improbable, intimate account of how nine working-class boys from the American West showed the world at the 1936 Olympics in Berlin what true grit really meant. It was an unlikely quest from the start. With a team composed of the sons of loggers, shipyard workers, and farmers, the University of Washington's eight-oar crew team was never expected to defeat the elite teams of the East Coast and Great Britain, yet they did, going on to shock the world by defeating the German team rowing for Adolf H

This book provides a comprehensive and detailed description of the various mechanisms of the CCS-EOR process. Whereas previous texts have primarily focused on carbon capture and storage (CCS) and enhanced oil recovery (EOR) separately, this book provides a general overview of both technologies when used together. Coupled CCS-EOR technology has become increasingly important, as it overcomes the respective shortcomings of the two technologies.The book presents an integrated numerical model including the hysteresis effect, solubility trapping, miscibility, and formation damage by asphaltene deposition. The experimental and model-based evaluation of fluid properties is also discussed. The book concludes by discussing the latest research into CO2 storage coupled with EOR, most notably performance control by including additives in CO2 injection, and CO2 injection into shale reservoirs.Ideally suited for graduate students and researchers in the fields of carbon capture, utilisation, and stora

Let your child's imagination run wild in this wonderfully busy, search-and-find board book - follow fun characters, spot and count things, and have an entertaining, I-spy adventure!A board book that's perfect for pre-readers and children beginning to read, they'll learn to identify characters, search-and-find, and count interesting items on pages filled with fun, bustling scenes.This wonderfully interactive book draws children into the scenes on the page and encourages them to become a part of the action. Each page depicts a different location such as a sunny beach, a colorful toy shop, or a beautiful park - and interesting characters throughout!Children are encouraged to spot different items on the pages such as animals, toys, people, then to count, name, and make up a story. The book also has open-ended prompts on each page which encourages observation, conversation, and exploration.A Delightful Adventure For Children 18 Months - 5 YearsThis is an exciting book for young children on

Postcolonial studies is attentive to cultural differences, marginalisation and exclusion. Such studies pay equal attention to the lives and conditions of various racial minorities in the West, as well as to regional, indigenous forms of representation around the world as being distinct from a dominant Western tradition. With the consolidation of the field in the past forty years, the need to establish the terms by which we might understand the sources of postcolonial literary history is more urgent now than ever before. The Cambridge History of Postcolonial Literature is the first major collaborative overview of the field. A mix of geographic and thematic chapters allows for different viewpoints on postcolonial literary history. Chapters cover the most important national traditions, as well as more comparative geographical and thematic frameworks. This major reference work will set the future agenda for the field, whilst also synthesising its development for scholars and students.

In December 2019, the world witnessed the occurrence of a new coronavirus to humanity. The disease spread quickly and became known as a pandemic globally, affecting both society and the health care system, both the elderly and young groups of people, and both the men? and women? groups. It was a universal challenge that immediately caused a surge in scientific research. Be a part of a world rising in fighting against the pandemic, the Coronavirus Disease - COVID-19 was depicted in the early days of the pandemic, but updated by more than 200 scientists and clinicians to include many facets of this new infectious pandemic, including i, characteristics, ecology, and evolution of coronaviruses; ii, epidemiology, genetics, and pathogenesis (immune responses and oxidative stress) of the disease; iii, diagnosis, prognosis, and clinical manifestations of the disease in pediatrics, geriatrics, pregnant women, and neonates; iv, challenges of co-occurring the disease with tropical infections, c

With intrigue that rivals the best le Carr novels, Russians Among Us tells the explosive story of Russia's espionage efforts against the United States and the West--from the end of the Cold War to the present and the significant threat of hacking the 2020 electionSpies have long been a source of great fascination in the world of fiction, but sometimes the best spy stories happen in real life. Russians Among Us tells the full story of Putin's escalating espionage campaign in the West, the Russian 'deep cover' spies who penetrated the US and the years-long FBI hunt to capture them. This book also details the recruitment, running, and escape of one of the most important spies of modern times, a man who worked inside the heart of Russian intelligence. In this thrilling account Corera tracks not only the history, but the astonishing evolution of Russian espionage, including the use of 'cyber illegals' who continue to manipulate us today and pose a significant threat to the 2020 election.Lik

A #1 NEW YORK TIMES BESTSELLER One of the most salient features of our culture is that there is so much bullshit. Everyone knows this. Each of us contributes his share. But we tend to take the situation for granted. Most people are rather confident of their ability to recognize bullshit and to avoid being taken in by it. So the phenomenon has not aroused much deliberate concern. We have no clear understanding of what bullshit is, why there is so much of it, or what functions it serves. And we lack a conscientiously developed appreciation of what it means to us. In other words, as Harry Frankfurt writes, we have no theory. Frankfurt, one of the world's most influential moral philosophers, attempts to build such a theory here. With his characteristic combination of philosophical acuity, psychological insight, and wry humor, Frankfurt proceeds by exploring how bullshit and the related concept of humbug are distinct from lying. He argues that bullshitters misrepresent themselves to their a

Think Game of Thrones meets Buffy the Vampire Slayer with a drizzle of E.L. James - Telegraph Perfect for fans of Jessica Jones and True Blood, this is a blockbuster modern fantasy set in a divided world where one woman must uncover the truth to seek her revenge. Half-Fae, half-human Bryce Quinlan loves her life.Every night is a party and Bryce is going to savour all the pleasures Lunathion also known as Crescent City has to offer. But then a brutal murder shakes the very foundations of the city, and brings Bryce s world crashing down. Two years later, Bryce still haunts the city s most notorious nightclubs but seeking only oblivion now.Then the murderer attacks again. And when an infamous Fallen angel, Hunt Athalar, is assigned to watch her every footstep, Bryce knows she can t forget any longer. As Bryce and Hunt fight to unravel the mystery, and their own dark pasts, the threads they tug ripple through the underbelly of the city, across warring continents, and down to the deepest le

This book provides in-depth coverage of all aspects of pelvic ring fractures and their management. The opening chapters supply essential information on surgical anatomy, biomechanics, classification, clinical evaluation, radiological diagnostics, and emergency and acute management. The various operative techniques, including navigation techniques, that have been established and standardized over the past two decades are then presented in a step-by-step approach. Readers will find guidance on surgical indications, choice of approaches, reduction and fixation strategies, complication management, and optimization of long-term results. Specific treatment concepts are described for age-specific fractures, including pediatric and geriatric injuries, and secondary reconstructions. Pelvic ring fractures represent challenging injuries, especially when they present with concomitant hemodynamic instability. This book will help trauma and orthopaedic surgeons at all levels of experience to achiev

一書搞定：從初始化 LINE 聊天機器人到發送華麗的 FlexMessage！ 從 Heroku 跨足到輕量簡潔的 AWS Lambda！ ●深入淺出的教學，完全了解LINE聊天機器人的運作原理。 ●生動有趣的範例，完全活用LINE聊天機器人的各式功能。 ●勤勞樸實的開銷，完全探索LINE聊天機器人的免費資源。 本書改編自第11屆iT邦幫忙鐵人賽 Modern Web 組優選網路系列文章---《從

A tie-in to the upcoming PBS Masterpiece series and Christmas special.The first volume in the multimillion copy bestselling series.Delve into the magical, unforgettable world of James Herriot, the world's most beloved veterinarian, and his menagerie of heartwarming, funny, and tragic animal patients.For fifty years, generations of readers have flocked to Herriot's marvelous tales, deep love of life, and extraordinary storytelling abilities. For decades, Herriot roamed the remote, beautiful Yorkshire Dales, treating every patient that came his way from smallest to largest, and observing animals and humans alike with his keen, loving eye.In All Creatures Great and Small, we meet the young Herriot as he takes up his calling and discovers that the realities of veterinary practice in rural Yorkshire are very different from the sterile setting of veterinary school.James Herriot's memoirs have sold 80 million copies wordwide, and continue to delight and entertain readers of all ages.

GASTRIC SLEEVE COOKBOOK MEGA BUNDLE - 5 Manuscripts in 1 - 200+ Recipes designed for a delicious and tasty Gastric Sleeve dietDo you want to learn about GASTRIC SLEEVE COOKBOOK recipes? Do you want to know how to prepare the most delicious meals that fit your diet?In this cookbook, you will find: Helpful Tips and TricksDetailed Ingredient ListsDelicious Meals the Whole Family Will LoveRecipes for Busy PeopleEasy-to-follow Instructions on Making Each DishPlus much more helpful information.And many other recipes Here Is A Preview Of What You'll Learn... How to cook healthy mealsComprehensive Dietary Advice & GuidanceRecipes with detailed instructionsEach recipe contains the exact amount of calories, protein, carbohydrates and fatFast and easy prep that requires no additional steps to prepare your mealTips and Tricks Much, much more Don't miss out on GASTRIC SLEEVE COOKBOOK MEGA BUNDLE - 5 Manuscripts in 1 - 200+ Recipes designed for a delicious and tasty Gastric Sleeve diet then you

The award-winning author of Before You Suffocate Your Own Fool Self brings her signature voice and insight to the subjects of race, grief, apology, and American history.Danielle Evans is widely acclaimed for her blisteringly smart voice and x-ray insights into complex human relationships. With The Office of Historical Corrections, Evans zooms in on particular moments and relationships in her characters' lives in a way that allows them to speak to larger issues of race, culture, and history. She introduces us to Black and multi-racial characters who are experiencing the universal confusions of lust and love, and getting walloped by grief--all while exploring how history haunts us, personally and collectively. Ultimately, she provokes us to think about the truths of American history - about who gets to tell them, and the cost of setting the record straight. In "Boys Go to Jupiter" a white college student tries to reinvent herself after a photo of her in a confederate flag bikini goes vir

\x22Demand for dental implants as a reliable long\-term option to replace missing teeth has risen dramatically. However, situations remain that pose challenges to practitioners and the treatment process. Written by renowned clinicians and supported by cases contributed by expert practitioners, the newest volume of the ITI Treatment Guide series highlights the integration and management of peri\-implant soft tissues. It discusses soft tissue management before and during implant placement and during supportive peri\-implant therapy and addresses the techniques and materials used for peri\-implant soft tissue augmentation and replacement as well as the treatment of peri\-implant soft\-tissue dehiscences. This volume offers clinicians a comprehensive overview of various evidence\-based techniques and treatment approaches for use in daily practice, with a focus on current techniques and materials.\x22

Travel back in time and share the experience of everyday thoughts and great moments in history in this fascinating compilation of diaries through the ages. Great Diaries traces the history of the diary from ancient times to the present day, bringing together more than 80 historical and literary diaries, artists' sketchbooks, explorers' journals, and scientists' notebooks. Discover what it was like to build a pyramid, sail the seas with Magellan, travel into the heart of Africa, or serve on the Western Front.Find out how writers and artists planned their masterpieces, and how scientists developed their groundbreaking theories. Great Diaries takes you into the pages of the world's greatest diaries and notebooks, including those of Samuel Pepys, Charles Darwin, Henry-David Thoreau, the Goncourt brothers, Virginia Woolf, and Anne Frank, and shows you what they looked like. Stunning images of the original notebooks and manuscripts are complemented by key extracts and close-ups of important

The most comprehensive resource available on osteopathic manual medicine models, An Osteopathic Approach to Diagnosis and Treatment, Fourth Edition is both an ideal introduction for students and a valuable reference for practicing physicians. While many texts favor specific OMM models, this practical compendium reflects the most current and clinically relevant approaches across the full spectrum of osteopathic practice, organizing osteopathic concepts and step-by-step techniques into a single volume. The book's integrated method for diagnosis and treatment embraces basic osteopathic history and philosophy, palpation and manipulation, and specific manipulative treatments and concepts to deliver a robust understanding, with cases and clinical examples that prepare students for the realities of practice.Now in full color, abundant photographs demonstrate step-by-step techniques, and meticulous illustrations clarify underlying anatomy in rich detail. New full-color photographs and illustra

The first great adventure story in the Western canon, The Odyssey is a poem about violence and the aftermath of war; about wealth, poverty and power; about marriage, family and identity; and about travellers, hospitality and the changing meanings of home in a strange world.This vivid new translation matches the number of lines in the Greek original, striding at Homer's sprightly pace. Emily Wilson employs elemental, resonant language and an iambic pentameter to produce a translation with an enchanting "rhythm and rumble" that avoids proclaiming its own grandeur. An engrossing tale told in a compelling new voice that allows contemporary readers to luxuriate in Homer's descriptions and similes and to thrill at the tension and excitement of its hero's adventures, Wilson recaptures what is "epic" about this wellspring of world literature.

What starts with just two kids quickly escalates into a rhyming, rollicking romp through the neighborhood, where all the kids are invited!Climb to Cal'sWhirl to Will'sTrampoline from Ted's to Jill's!Two sisters venture out of their house and pick up Cal, then all three head to Will's. Four become eight and then eight become twelve, and before you know it, there are twenty-two!Never touching the ground, the kids have no shortage of ways to get to their pal's place when there is a mission at hand! Trampolines and slides. Propellers and parachutes. Diving boards and swinging vines. Find your favorite mode and join the friends on the adventurous trip!A School Library Journal Best Book of the YearA Junior Library Guild Selection"There is no safe or sound reasoning behind any of the journeys herein, but the joyful abandon is something any child will embrace."--School Library Journal, starred review"Mesmerizing."--Publishers Weekly, starred review

Mariana's well-received book, Agartha - The Earth's Inner World, had just been released (2010) when she had a visitation from her cosmic friend and source of inspiration, Jan Fridegård, who told her that he, too, had been to Agartha. He gave an account of his experiences there in the company of his dear friend and companion Lydia, whom we've met in a couple of previous books. They had also been on exciting adventures out in Space to the Pleiades, Sirius B, and Andromeda. Did Mariana wish to be his writing medium again? Of course!In Agartha, they visit Porthologos, which houses a most extraordinary, gigantic library (with no books) that is several miles in length, wherein all human knowledge is contained. All one has to do is choose what one wishes to learn about, and in an instant, seemingly live holographic images appear, presenting the subject in question in a lifelike manner.In Agartha they meet the enigmatic Pilgrim, who imparts much of his immense wisdom to them and acts as their

The only thing more dangerous than fake news is fake truth in this exhilarating thriller by #1 New York Times bestselling author Lee Goldberg.Author Ian Ludlow writes great adventures...but after helping Chinese movie star Wang Mei defect to the United States, he becomes the accidental hero of a real-life espionage thriller. Now he's stuck with the actress--and suffering a nasty case of writer's block--when he stumbles into a secret Russian plot using "fake news" to outrage Americans into believing a terrifying lie.It's up to Ian and Margo French, his researcher-turned-spy, to discover the connection between a barbaric drug lord in Mexico, a homicidal maniac in California, a rogue citizen army in Texas, a raging TV pundit in New York, and two dead tourists in Portugal...before the president of the United States makes a catastrophic mistake that could resurrect the Soviet Union.The only weapon Ian has against the global conspiracy, and the assassins who are closing in on him, is his viv

This book explores how everyone can be good global citizens through case studies and practical suggestions. How can you be a good global citizen? By understanding the world we live in and how we can effect change. This book explores the issues of peace and conflict, including why peace is important and how we can keep the peace.It includes a profile of Leymah Gbowee and projects such as how to activate to draw a peace path and how to organise a day of peace. The I'm a Global Citizen series explores the concept of 'Global Citizenship': recognising that the world we live in is unfair and unequal, but promoting individual and collective action to challenge and change this. Each book has information, fun activities, challenges, case studies and ideas for group and individual action presented with fun illustrations.The books promote the idea that we have power as individuals: each of us can change things, and each of us has choices about how we behave. They encourage children aged 8+ to cou

'An amazing piece of work ... Timely and beautifully written' Bessel van der Kolk, author of The Body Keeps the Score'Clearly articulated science ... illuminating' Gabor Mate, author of When the Body Says No_______________________________________________________________________As a society, we push aside stories of remarkable recovery which don't fit our paradigm of one cause, one cure.In the history of medicine, we have almost never used the tools of rigorous science to investigate remarkable recoveries from incurable illnesses. But, Dr Jeff Rediger, a world-leading Harvard medic, psychiatrist and theologian, has spent the last fifteen years studying thousands of individuals from around the world and examining the stories behind these extraordinary cases of spontaneous remission. From retiree Claire, diagnosed with a violent form of pancreatic cancer and given weeks to live, to 23-year-old Matt, given a 2 per cent chance of surviving a lethal brain tumour.Both rejected chemotherapy an

Designed for parents and elementary/middle grade students (grades 3-7) to share together, The Story of the World, Volume 3: Early Modern Times history set builds historical literacy, improves reading

This textbook describes the biology of different adult stem cell types and outlines the current level of knowledge in the field. It clearly explains the basics of hematopoietic, mesenchymal and cord blood stem cells and also covers induced pluripotent stem cells. Further, it includes a chapter on ethical aspects of human stem cell research, which promotes critical thinking and responsible handling of the material.Based on the international masters program Molecular and Developmental Stem Cell Biology taught at Ruhr-University Bochum and Tongji University Shanghai, the book is a valuable source for postdocs and researchers working with stems cells and also offers essential insights for physicians and dentists wishing to expand their knowledge. This textbook is a valuable complement to Concepts and Applications of Stem Cell Biology, also published in the Learning Materials in Biosciences textbook series.

For everyone who loved Pride and Prejudice--and legions of historical fiction lovers--an inspired debut novel set in Austen's world.Charlotte Collins, nee Lucas, is the respectable wife of Hunsford's vicar, and sees to her duties by rote: keeping house, caring for their adorable daughter, visiting parishioners, and patiently tolerating the lectures of her awkward husband and his condescending patroness, Lady Catherine de Bourgh. Intelligent, pragmatic, and anxious to escape the shame of spinsterhood, Charlotte chose this life, an inevitable one so socially acceptable that its quietness threatens to overwhelm her. Then she makes the acquaintance of Mr. Travis, a local farmer and tenant of Lady Catherine..In Mr. Travis' company, Charlotte feels appreciated, heard, and seen. For the first time in her life, Charlotte begins to understand emotional intimacy and its effect on the heart--and how breakable that heart can be. With her sensible nature confronted, and her own future about to take

The dramatic, larger-than-life true story behind the founding of Oculus and its quest for virtual reality, by the bestselling author of Console Wars.In 2012, nineteen-year-old Palmer Luckey—inventor, gamer, dreamer—lives alone in a trailer in Long Beach, California, that he has transformed into a makeshift laboratory optimized to build virtual reality headsets—a technology most believed died in the nineties. Luckey, however, is adamant about its resurrection; so, too, are other visionaries.Enter famed coder and video game pioneer John Carmack, who is developing a game that might be the perfect software companion to Luckey’s hardware. Soon enough, the two team up, and with the help of a charismatic serial entrepreneur, a brilliant Russian programmer, and dozens of other colorful characters, Luckey’s scrappy startup—Oculus—kickstarts a virtual reality revolution. What happens next turns out to be the ultimate entrepreneurial journey: a tale of battles won and lost, lessons learned, and n