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When you want only one source of information about your city or county, turn to County and City Extra This trusted reference compiles information from many sources to provide all the key demographic and economic data for every state, county, metropolitan area, congressional district, and for all cities in the United States with a 2000 population of 25,000 or more. In one volume you can conveniently find data from 1990 to 2012 in easy-to-read tables. No other resource compiles this amount of detailed information into one place. Subjects covered in County and City Extra include: • population by age and race • government finances • income and poverty • manufacturing, trade, and services • crime • housing • education • immigration and migration • labor force and employment • agriculture, land, and water • residential construction • health resources • voting and elections The main body of this volume contains five basic parts and covers the following areas: Part A-states Part B-counties Part C-metropolitan areas Part D-cities with a 2010 census population of 25,000 or more Part E-congressional districts In addition, this publication includes: •figures and text in each section that highlight pertinent data and provide analysis •ranking tables which present each geography type by various subjects including population, land area, population density, educational attainment, housing values, race, unemployment, and crime •multiple color maps of the United States on various topics including median household income, poverty, voting, and race Furthermore, this volume contains several appendixes which include: • notes and explanations for further reference • definitions of geographic concepts • a listing of metropolitan and micropolitan areas and their component counties as of December 2009, with 2010 census populations • a list of cities by county •maps showing congressional districts, counties, and selected places within each state New in the 21st edition: In February 2013, the Office of Management and Budget released a completely new list of Core Based Statistical Areas (metropolitan and micropolitan areas) based on the 2010 census and some changes in the way these areas are defined. These newly delineated areas are presented in a new Appendix C, together with their component counties and their 2010 census and 2012 estimated populations. Table E (Congressional Districts) includes a wide selection of American Community Survey data for the newly established congressional districts of the 113th Congress, along with the 113th Congressional representatives. Some interesting facts found in the 2013 edition of County and City Extra include: Vermont had the fewest births between 2010 and 2012. West Virginia was the only state to have more deaths than births, but a net migration of more than 5,665 people prevented the state from having a population loss In ten states, more than 70 percent of the residents were born in that state. Louisiana ranked highest with 78.0 percent. There were 41 counties with a population of 1,000,000 or more in 2012. At the other extreme, there were 35 counties with fewer than 1,000 people. Over 1,200 counties had unemployment rates above the national average of 8.1 percent in 2012. In 2012, 83.9 percent of Americans lived in metropolitan areas, but these areas only made up 26 percent of the nation’s land area. Among all cities of 25,000 or more, 262 had unemployment rates of 10 percent or more significantly lower than two years earlier when 555 had unemployment rates of 10 percent or more. Rhode island’s 1st district of the smallest congressional district with a population of slightly more than 524,000. In California 33rd district, 95.9 percent of residents were high school graduates, compared with just 50.9 percent in California’s 21st district.
Contains data similar to that found in the County and City Databook, but on the state and MSA (Metropolitan Statistical Areas) levels.
The State and Metropolitan Area Data Book features more than 1,500 data items for the United States and individual states, counties and metropolitan areas from a variety of sources. The files include data published for 2005 population and housing unit estimates and many items from the 1990 and 2000 Census of Population and Housing. Information in the State and Metropolitan Data Book covers the following topical areas: age, agriculture, births, business establishments, communications, construction, cost of living, crime, deaths, education, elections, employment, energy, finance, government, health, households, housing, immigration, income, manufactures, marriages and divorces, media, natural resources, population, poverty, race and Hispanic origin, residence, retail sales, science and engineering, social services, tourism, transportation, and veterans. Files contain a collection of data from the U.S. Census Bureau and other federal statistical bureaus, governmental administrative and regulatory agencies, private research bodies, trade associations, insurance companies, health associations, educational associations, and philanthropic foundations.The Data Book is also your Guide to Sources of other data from the Census Bureau, other Federal Agencies, and private organizations.
Summary Big Data teaches you to build big data systems using an architecture that takes advantage of clustered hardware along with new tools designed specifically to capture and analyze web-scale data. It describes a scalable, easy-to-understand approach to big data systems that can be built and run by a small team. Following a realistic example, this book guides readers through the theory of big data systems, how to implement them in practice, and how to deploy and operate them once they're built. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Book Web-scale applications like social networks, real-time analytics, or e-commerce sites deal with a lot of data, whose volume and velocity exceed the limits of traditional database systems. These applications require architectures built around clusters of machines to store and process data of any size, or speed. Fortunately, scale and simplicity are not mutually exclusive. Big Data teaches you to build big data systems using an architecture designed specifically to capture and analyze web-scale data. This book presents the Lambda Architecture, a scalable, easy-to-understand approach that can be built and run by a small team. You'll explore the theory of big data systems and how to implement them in practice. In addition to discovering a general framework for processing big data, you'll learn specific technologies like Hadoop, Storm, and NoSQL databases. This book requires no previous exposure to large-scale data analysis or NoSQL tools. Familiarity with traditional databases is helpful. What's Inside Introduction to big data systems Real-time processing of web-scale data Tools like Hadoop, Cassandra, and Storm Extensions to traditional database skills About the Authors Nathan Marz is the creator of Apache Storm and the originator of the Lambda Architecture for big data systems. James Warren is an analytics architect with a background in machine learning and scientific computing. Table of Contents A new paradigm for Big Data PART 1 BATCH LAYER Data model for Big Data Data model for Big Data: Illustration Data storage on the batch layer Data storage on the batch layer: Illustration Batch layer Batch layer: Illustration An example batch layer: Architecture and algorithms An example batch layer: Implementation PART 2 SERVING LAYER Serving layer Serving layer: Illustration PART 3 SPEED LAYER Realtime views Realtime views: Illustration Queuing and stream processing Queuing and stream processing: Illustration Micro-batch stream processing Micro-batch stream processing: Illustration Lambda Architecture in depth
Published in hardcover as What the dog knows: the science and wonder of working dogs by Simon & Schuster, New York, c2013.