With this practical book, you'll explore text-mining techniques with tidytext, a package that authors Julia Silge and David Robinson developed using the tidy principles behind R packages like ggraph and dplyr. You'll learn how tidytext and other tidy tools in R can make text analysis easier and more effective.The authors demonstrate how treating text as data frames enables you to manipulate, summarize, and visualize characteristics of text. You'll also learn how to integrate natural language processing (NLP) into effective workflows. Practical code examples and data explorations will help you generate real insights from literature, news, and social media.Learn how to apply the tidy text format to NLPUse sentiment analysis to mine the emotional content of textIdentify a document's most important terms with frequency measurementsExplore relationships and connections between words with the ggraph and widyr packagesConvert back and forth between R's tidy and non-tidy text formatsUse topic modeling to classify document collections into natural groupsExamine case studies that compare Twitter archives, dig into NASA metadata, and analyze thousands of Usenet messages

    

    For the first time, get the full 12 book complete story in one box set... It all begins with a mysterious coin that has been handed down through Hannah's family. With her brother in peril, she is desperate. But will the golden coin lead to salvation or to even more danger than she could have ever imagined? Brandon Lorde has waited for ages for a sign that the light is coming back into the world. His kind…and all the other kinds similar to his have been all but forgotten by the world. Now suddenly he is awakened with his original purpose. As a protector he will do anything – and everything to protect this woman who has awakened his fire. But will his strength be enough to save them both? Come along and meet Hannah and Brandon and the rest of the Dragons of the First Flight as they each awaken into their power, find and claim their mates, and together fight to defeat the evil forces who wish to keep the world in darkness… And then follow the further shifter adventures as the wider shifter world must work together in a final battle that will test all of their alpha skill, as well as their undying loyalty to their mates... This Collection features: Dragon Protector Dragon Aflame Dragon’s Nanny Dragon’s Redemption Dragon Renegade Dragon Defender Dragon’s Bachelorette Damaged Daddy Bear Alpha Protector Dragon Damaged Lost Wolf Captive to the Chimera Alpha Dragon Reborn There is also a brief preview of Her Keeper Bear…the first story in Cynthia Wilde's Burning Falls series… These stories contain No Cheating, No Cliffhangers and of course all have HEAs ; ).

     These three stories from the accomplished authors in the Federal Witch World examine the strange and amazing things that occur in the harvest field in the dark of the moon. Be amazed at the depth of the terror and the wonder embedded in these stories. Be challenged and be afraid!

    But two million dollars is a hell of a big incentive! I considered myself a strong, independent woman, until the recession slammed me down face first. Had my situation been different I never would have considered taking his offer!Cade Stellan. Billionaire, and closet pervert. He liked to watch. And I'm not referring to sporting events! He wanted a woman that he could control and unfortunately, I'd caught his attention. I say unfortunately because as much as I wanted to deny him, the price he offered proved that I could be bought. Why a man like him had to pay for anything would never make sense, nor would why he had chosen a person like me to fulfill those needs. As much as I wanted to turn him down, and prove to myself that my standards were higher, I knew I wouldn't.A world of passion awaits you on Fantasy Isle, the pleasure resort for adults. The Fantasy Isle book series, offer readers a stand-alone novel for each fantasy revealed. Playing off the Fantasy Bar & Grill Trilogy, Michelle Hughes welcomes you to a world of sensual temptations. Through His Eyes, is the debut book for Fantasy Isle and introduces readers into a voyeuristic mind set, with ménage undertones.

     George Elder is a man torn between two worlds. In one, he’s a hard-working auto mechanic and wounded war veteran with a mysterious past. In the other he’s a young Weapons Master, just starting out in life. The problem is that he doesn’t know which is real. If either of them actually is. Regardless, if his home in either world is going to survive, George is going to have to become something that he’s never tried to be in either life. A hero.

    is an American Board of Emergency Medicine certified ED doctor. His journey began in the mid-1970s, when he chose to pursue a career in medicine. In his youthful perspective, he came to regard doctors as the good guys, the ones who healed people and saved lives. He knew he’d be one of those good guys one day. Now, with a career spanning more than thirty years, he works as an emergency-room physician in North Carolina. In A License to Heal: Random Memories of an ER Doctor, Bentley describes the real world of emergency medicine from the viewpoint of a practicing physician. This memoir is filled with real-life stories of the ER, including life and death, triumph and tragedy. Meet a man named Solomon Darby, who spoke to long-dead relatives during his own near-death experience. Bentley also recalls the heartbreaking story of a young widow who desperately needed to understand and cope with the death of her husband. Amid the grief, there are also episodes of great humor and human comedy. In the dynamic world of emergency medicine, there is a great deal of pain, blood, and tragedy, but there is also hope, compassion, and excitement—for both the patients and the staff."

    A bitter custody battle. A deadly fire. This case could cost Kenzi her career—and her life.Kenzi Rivera is furious. Passed over for promotion at her own father’s firm, the talented divorce lawyer is tired of fighting chauvinism every single day. When a desperate scientist begs for help getting her daughter back, Kenzi can’t resist…even though this client is involved in Hexitel, a group she calls her religion but others call a cult.Kenzi uncovers evidence of disturbing practices at Hexitel involving large sums of money, servitude, and sex. She also learns her client’s lab has been plagued by death threats and cutthroat competition. After the workplace burns to the ground and her client is charged with murder, the ambitious attorney knows there is much more at stake than a simple custody dispute.Can Kenzi find a path to the truth before she’s trapped in a maze of death?Splitsville is the dramatic first book in the Splitsville Legal Thriller series. If you like gutsy heroines, diverse characters, and page-turning suspense, then you’ll love William Bernhardt’s twisty tale.

    You may be overloaded with too much of information. There are loads of information in form of books and articles out there that can help you. However, would it be nice to have an easy and simple process to follow to handle this area of your life? Discover The Easy Guide To Public Speaking: “Public Speaking Essentials” will reveal 6 steps that’ll help you overcome your fear and speak like a PRO. These are easy to understand and implement solutions coming from someone who was in the trenches and who's now an active and successful public speaker. Since he was a shy kid as he was growing up, Rama ventured into Public Speaking to handle this area of his life. As a result of his learning from mentors, toastmasters and contests, Ramakrishna Reddy has won more than 25 Public Speaking Contests and written 3 books related to Public Speaking. He speaks regularly to people ranging from few dozens to few hundreds. Ramakrishna is dedicated to sharing the lessons he’s learned to help others become confident in public speaking. Public Speaking Revealed in Six Simple Steps: How to overcome Public Speaking Anxiety How to master three pillars of Public Speaking How to Practice for Presentation Day How to Handle the Presentation Day How to create a connection with the audience How to handle glitches during the presentation day Download now to know more about this 'no clutter' guide.

    So when a poor, straight-A student goes missing in a small town outside Atlanta, Nola vows to bring her home. But in a case that already cuts close to her own wounded heart, she discovers the teenager is only the latest girl to vanish into gangland vice.Fearing for the naive victims, Nola channels her boiling rage into working alone. But as she pushes further into a shadowy conspiracy, even her lethal fists and deadly marksmanship may not be enough to save innocent lives.Can Nola free the captives before she is silenced?Surrender the Fear is the haunting first book in the Nola James crime fiction series. If you like powerful women, vigilante enforcement, and brutal hand-to-hand combat, then you'll love R.D. Brady's dark mystery.Buy Surrender the Fear to put evil in the crosshairs today!

    Among the stories is the remarkable transformation of nine year old Sarah, who comes into Becky’s life when she is beaten half to death by her mother’s violent boyfriend. Then there’s Liam, a tall and gangly young teen who has cut himself off from the world after being thrown out of home by his drug-addicted mother when he was just ten years old. Becky also tells the story of Jade and Jasmine, toddler twins who had been locked in a freezing, bare room for weeks on end, with just one filthy blanket to share. Sometimes these children are so vulnerable it becomes a situation of life and death, and Becky has been there and taken them to a place of safety. Although some of the stories are at times heartbreaking, Becky’s determination that no child should be forgotten makes this remarkable book an unforgettable and inspiring read.

    Working as a nanny in Park City, Utah, for a wealthy family seems like the best place to start. She can keep her children with her, room and board is provided, and there's no chance of falling in love. The the mountains, mansion, and horses are all beautiful but what blows Cassie away is Kip Morgan. Kip is a horse trainer and reality television star who can send her pulse into a stampede with just one touch. While Cassie works to sort out her feelings and what really happened to her late husband and keep her feelings for Kip at arm's length, her boys become Kip’s biggest fans. Caught in a dangerous web her late husband left behind, Cassie scrambles to protect her family from harm and her heart from Kip. However, Kip holds the key to unlocking the mystery behind her husband’s death . Cassie will have to trust him or risk leaving herself and her boys exposed to the dangers lurking in her past.

    

    Phil, Anderson Cooper 360, Nancy Grace, and 20/20 suddenly provided him with notoriety as the Internet’s bad boy, whose site is employed by angry ex-mates (of both sexes) to post sordid and vengeful revelations online.TheDirty.com also presents opinionated comments from Nik himself about the shape of women’s bodies, as well as a language particular to his site. “Porta-Potties” describes women who prostitute themselves to perverse Saudi royalty. “The Greg” refers to his or anyone else’s penis, and “Scooby” refers to his sidekick friend.Sex, Lies and The Dirty is Nik’s confession of the backstage realities of his website, and his sordid lifestyle prior to hooking up with his lovely wife Shayne.Nik Richie is the host of a weekly web-radio show that commands a million listeners each week. And along with his wife Shayne, he will star in the upcoming VH1 reality series, Couples Therapy. The controversy has just begun.