Gathers some of the most notable tweets displayed on the popular social networking site throughout the year.

Chapter 7. Case Study : Comparing Twitter Archives; Getting the Data and Distribution of Tweets; Word Frequencies; Comparing Word Usage; Changes in Word Use; Favorites and Retweets; Summary; Chapter 8. Case Study : Mining NASA Metadata; How Data Is Organized at NASA; Wrangling and Tidying the Data; Some Initial Simple Exploration; Word Co-ocurrences and Correlations; Networks of Description and Title Words; Networks of Keywords; Calculating tf-idf for the Description Fields; What Is tf-idf for the Description Field Words?; Connecting Description Fields to Keywords; Topic Modeling.

From the #1 New York Times bestselling author of Killers of the Flower Moon and The Wager—and one of the most gifted reporters and storytellers of his generation—comes a “horrifying, hilarious, and outlandish” (Entertainment Weekly) collection of gripping true crime mysteries about people whose obsessions propel them into unfathomable and often deadly circumstances. "[Grann is] one of the preeminent adventure and true-crime writers working today."—New York Magazine Whether David Grann is investigating a mysterious murder, tracking a chameleon-like con artist, or hunting an elusive giant squid, he has proven to be a superb storyteller. In The Devil and Sherlock Holmes, Grann takes the reader around the world, revealing a gallery of rogues and heroes with their own particular fixations who show that truth is indeed stranger than fiction. Look for David Grann’s latest bestselling book, The Wager!

A New York Times–bestselling, in-depth exploration of the most pivotal moments in rap music from 1979 to 2014. Here’s what The Rap Year Book does: It takes readers from 1979, widely regarded as the moment rap became recognized as part of the cultural and musical landscape, and comes right up to the present, with Shea Serrano hilariously discussing, debating, and deconstructing the most important rap song year by year. Serrano also examines the most important moments that surround the history and culture of rap music—from artists’ backgrounds to issues of race, the rise of hip-hop, and the struggles among its major players—both personal and professional. Covering East Coast and West Coast, famous rapper feuds, chart toppers, and show stoppers, The Rap Year Book is an in-depth look at the most influential genre of music to come out of the last generation. Picked by Billboard as One of the 100 Greatest Music Books of All-Time Pitchfork Book Club’s first selection

“Twitty makes the case that Blackness and Judaism coexist in beautiful harmony, and this is manifested in the foods and traditions from both cultures that Black Jews incorporate into their daily lives…Twitty wishes to start a conversation where people celebrate their differences and embrace commonalities. By drawing on personal narratives, his own and others’, and exploring different cultures, Twitty’s book offers important insight into the journeys of Black Jews.”—Library Journal “A fascinating, cross-cultural smorgasbord grounded in the deep emotional role food plays in two influential American communities.”—Booklist The James Beard award-winning author of the acclaimed The Cooking Gene explores the cultural crossroads of Jewish and African diaspora cuisine and issues of memory, identity, and food. In Koshersoul, Michael W. Twitty considers the marriage of two of the most distinctive culinary cultures in the world today: the foods and traditions of the African Atlantic and the global Jewish diaspora. To Twitty, the creation of African-Jewish cooking is a conversation of migrations and a dialogue of diasporas offering a rich background for inventive recipes and the people who create them. The question that most intrigues him is not just who makes the food, but how the food makes the people. Jews of Color are not outliers, Twitty contends, but significant and meaningful cultural creators in both Black and Jewish civilizations. Koshersoul also explores how food has shaped the journeys of numerous cooks, including Twitty’s own passage to and within Judaism. As intimate, thought-provoking, and profound as The Cooking Gene, this remarkable book teases the senses as it offers sustenance for the soul. Koshersoul includes 48-50 recipes.

Now a limited Netflix series starring Zoe Saldana! This Reese Witherspoon Book Club Pick and New York Times bestseller is “a captivating story of love lost and found” (Kirkus Reviews) set in the lush Sicilian countryside, where one woman discovers the healing powers of food, family, and unexpected grace in her darkest hours. It was love at first sight when actress Tembi met professional chef, Saro, on a street in Florence. There was just one problem: Saro’s traditional Sicilian family did not approve of his marrying a black American woman. However, the couple, heartbroken but undeterred, forged on. They built a happy life in Los Angeles, with fulfilling careers, deep friendships, and the love of their lives: a baby girl they adopted at birth. Eventually, they reconciled with Saro’s family just as he faced a formidable cancer that would consume all their dreams. From Scratch chronicles three summers Tembi spends in Sicily with her daughter, Zoela, as she begins to piece together a life without her husband in his tiny hometown hamlet of farmers. Where once Tembi was estranged from Saro’s family, now she finds solace and nourishment—literally and spiritually—at her mother-in-law’s table. In the Sicilian countryside, she discovers the healing gifts of simple fresh food, the embrace of a close knit community, and timeless traditions and wisdom that light a path forward. All along the way she reflects on her and Saro’s romance—an incredible love story that leaps off the pages. In Sicily, it is said that every story begins with a marriage or a death—in Tembi Locke’s case, it is both. “Locke’s raw and heartfelt memoir will uplift readers suffering from the loss of their own loved ones” (Publishers Weekly), but her story is also about love, finding a home, and chasing flavor as an act of remembrance. From Scratch is for anyone who has dared to reach for big love, fought for what mattered most, and those who needed a powerful reminder that life is...delicious.

How Journalists Use Twitter: The Changing Landscape of U.S. Newsrooms shows how leading reporters and editors at four major metropolitan newspapers are embracing Twitter as a key tool in their daily routines and how the social media platform influences coverage. This book builds on social media research by analyzing newsroom work through the lens of four different communications theories—diffusion of innovation, boundary, social capital and agenda-setting theories. This book will be of interest to scholars of communication, journalism, and new media.

'Gripping . . . You won't put it down' Sunday Telegraph A shocking collection of dark stories, ranging from chilling contemporary fairytales to disturbing supernatural fiction. Alone in a remote house in Iceland a woman is unnerved by her isolation; another can only find respite from the clinging ghost that follows her by submerging herself in an overgrown pool. Couples wrestle with a lack of connection to their children; a schoolgirl becomes obsessed with the female anatomical models in a museum; and a cheery account of child's day out is undercut by chilling footnotes. These dark tales explore women's fears with electrifying honesty and invention and speak to one another about female bodies, domestic claustrophobia, desire and violence. 'A brilliant collection of stories . . . All will burrow their way into your brain and not let go' Stylist 'Shimmers with menace . . . Fans of Angela Carter and Shirley Jackson take note' i Newspaper KIRSTY LOGAN WAS SELECTED AS ONE OF BRITAIN'S TEN MOST OUTSTANDING LGBTQ WRITERS by Val McDermid for the International Literature Showcase in 2019

Advance your B2B marketing plans with proven social media strategies Learn social media's specific application to B2B companies and how it can be leveraged to drive leads and revenue. B2B marketers are undervalued and under appreciated in many companies. Social media and online marketing provide the right mix of rich data and reduction in marketing expenses to help transform a marketer into a superstar. The B2B Social Media Book provides B2B marketers with actionable advice on leveraging blogging, LinkedIn, Twitter, Facebook and more, combined with key strategic imperatives that serve as the backbone of effective B2B social media strategies. This book serves as the definitive reference for B2B marketers looking to master social media and take their career to the next level. Describes a methodology for generating leads using social media Details how to create content offers that increase conversion rates and drive leads from social media Offers practical advice for incorporating mobile strategies into the marketing mix Provides a step-by-step process for measuring the return on investment of B2B social media strategies The B2B Social Media Book will help readers establish a strong social media marketing strategy to generate more leads, become a marketing superstar in the eye of company leaders, and most importantly, contribute to business growth.

In his inaugural address in 1993, President Clinton said: "I challenge a new generation of young Americans to a season of service to act on your idealism by helping troubled children, keeping company with those in need, reconnecting our torn communities." In the fall of 1990, Suzanne Goldsmith had signed on for her own "season of service" with City Year, the widely praised, Boston-based community service program frequently endorsed by political figures as a model for the nation. 'A City Year' is the story of Goldsmith's experience, an honest and gritty account of the triumphs and setbacks faced by an idealistic and experimental social program in its infancy. Together with a diverse team of young men and women--including a Burmese immigrant, a white prep-school graduate, a foster child, an ex-convict, and a black middle-class college student--Goldsmith helped renovate a building for the homeless, tutored school children, reclaimed a community garden from drug dealers, and organized a community street-cleaning day. The year Included backbreaking but gratifying work, the sense of family that comes from collaborative labor, and the potential strength of diversity. 'A City Year' is both the story of an uphill battle in urban America and an uplifting recipe for social change. As the AmeriCorps national service program dangles in the political wind on Capitol Hill, this book offers a true glimpse of what a "season of service" really means. It is a fascinating account for sociologists and all those with an interest in community service and youth.