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It’s been ten years since open data first broke onto the global stage. Over the past decade, thousands of programmes and projects around the world have worked to open data and use it to address a myriad of social and economic challenges. Meanwhile, issues related to data rights and privacy have moved to the centre of public and political discourse. As the open data movement enters a new phase in its evolution, shifting to target real-world problems and embed open data thinking into other existing or emerging communities of practice, big questions still remain. How will open data initiatives respond to new concerns about privacy, inclusion, and artificial intelligence? And what can we learn from the last decade in order to deliver impact where it is most needed? The State of Open Data brings together over 60 authors from around the world to address these questions and to take stock of the real progress made to date across sectors and around the world, uncovering the issues that will shape the future of open data in the years to come.
The Data Book: Collection and Management of Research Data is the first practical book written for researchers and research team members covering how to collect and manage data for research. The book covers basic types of data and fundamentals of how data grow, move and change over time. Focusing on pre-publication data collection and handling, the text illustrates use of these key concepts to match data collection and management methods to a particular study, in essence, making good decisions about data. The first section of the book defines data, introduces fundamental types of data that bear on methodology to collect and manage them, and covers data management planning and research reproducibility. The second section covers basic principles of and options for data collection and processing emphasizing error resistance and traceability. The third section focuses on managing the data collection and processing stages of research such that quality is consistent and ultimately capable of supporting conclusions drawn from data. The final section of the book covers principles of data security, sharing, and archival. This book will help graduate students and researchers systematically identify and implement appropriate data collection and handling methods.
This work has been selected by scholars as being culturally important and is part of the knowledge base of civilization as we know it. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. To ensure a quality reading experience, this work has been proofread and republished using a format that seamlessly blends the original graphical elements with text in an easy-to-read typeface. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.
A wake-up call for America to create a new framework for democratizing data. Public data are foundational to our democratic system. People need consistently high-quality information from trustworthy sources. In the new economy, wealth is generated by access to data; government's job is to democratize the data playing field. Yet data produced by the American government are getting worse and costing more. In Democratizing Our Data, Julia Lane argues that good data are essential for democracy. Her book is a wake-up call to America to fix its broken public data system.
A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.
The essential, cut-to-the-chase handbook to the Pacific Crest Trail, based on the comprehensive Wilderness Press guidebooks to the PCT, has been completely updated. Packed with trail-tested features, it’s useful both on and off the trail, covering pre-trip planning for resupply stops, how to set daily on-the-trail mileage goals by knowing trail gradient and the locations of campsites, water sources, and facilities, and how to easily calculate distances between any two points on the trail, and how to planning both north-bound and south-bound hiking trips.
By intelligence officials for intelligent people
The Statistical Abstract of the United States is the best known statistical reference. As a comprehensive collection of statistics on the social, political, and economic conditions of the country, it is a snapshot of America and its people. It includes over 1,400 tables from hundreds of sources. The 2021 edition includes several new tables including: Internet Crime Complaints--Victims and Value of Loss by Crime Type: 2017 to 2019 Youth and Adult Vaccinations by Selected Type: 2010 to 2018 Cancer Incidence for Total and Top 5 Cancers by State: 2016 Top Metropolitan Areas with the Largest Number of Workers in Science and Engineering Occupations: 2017 Federal Arrests for Immigration Offenses by Sex, Age, Citizenship Status, and Country and World Region of Citizenship: 1998 to 2018 Resident Population Projections and Components of Change Under High, Low, and Zero Immigration Scenarios: 2025 to 2060 Net Migration by Country: 2000 to 2019 Foreign Currency Exchange Rates by Country: 2014 to 2019 Medicaid Benefit Spending by Service Category: 2014 to 2018 Murder Victims--Circumstances and Weapons Used or Cause of Death: 2000 to 2018 Murder Victims by Age, Sex, and Race/Ethnicity: 2018 Yoga, Meditation, and Chiropractor Use Among Children and Adults: 2017 Health Insurance Coverage Status by Selected Characteristics: 2018 People Without Health Insurance for the Entire Year by Age, Sex, Race/Ethnicity, and Marital Status: 2017 and 2018 Selected Service Industries Revenue--Total and from Electronic Sources: 2017 and 2018