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Books on the topic 'Public datasets'

Author: Grafiati

Published: 5 June 2025

Last updated: 1 August 2025

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1

Browning, Martin. Studies of the interaction of UI and welfare using the COEP dataset. Human Resources Development Canada, 1995.

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2

Kumar, Ashish. Learning Predictive Analytics with Python: Gain Practical Insights into Predictive Modelling by Implementing Predictive Analytics Algorithms on Public Datasets with Python. Packt Publishing, Limited, 2016.

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3

Learning Predictive Analytics with Python: Gain practical insights into predictive modelling by implementing Predictive Analytics algorithms on public datasets with Python. Packt Publishing, 2016.

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4

Aidinlis, Stergios. Big Data for the Public Good. Hart Publishing, 2025. https://doi.org/10.5040/9781509973330.

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Can researchers and innovators use UK public sector data to produce knowledge that improves policy making, scrutinises government work and promotes the public interest? This open access book looks at interactions between UK public sector officials and researchers/innovators to shed light on barriers to data access and use. It asks: what are the frameworks that govern access to public sector big datasets for researchers and innovators? How are these frameworks applied in practice? What are the governance solutions for policy makers interested in harnessing the untapped potential of public secto

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5

Lin, Ge, and Ming Qu. Smart Use of State Public Health Data for Health Disparity Assessment. Productivity Press, 2018.

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6

Lin, Ge, and Ming Qu. Smart Use of State Public Health Data for Health Disparity Assessment. Productivity Press, 2018.

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7

Smart Use of State Public Health Data for Health Disparity Assessment. Taylor & Francis Group, 2016.

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8

Anderson, C. W. Context, Social Science, and the Birth of Precision Journalism. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780190492335.003.0004.

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This chapter and the next tell the story of the major “hinge moment” in the development of data journalism in America—the birth of “precision journalism” and the work of Phil Meyer. The chapter argues that shifting ideas of the purpose of journalism school, the growth of the availability of public datasets, increased journalistic professionalism, and the hard work of Meyer himself all contributed to the mainstreaming of the use of data in journalistic work.

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9

Woldu, Gabriel Temesgen. Do fiscal regimes matter for fiscal sustainability in South Africa? A Markov-switching approach. UNU-WIDER, 2020. http://dx.doi.org/10.35188/unu-wider/2020/920-4.

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This paper empirically examines South Africa’s fiscal sustainability through a Markov-switching model which utilizes quarterly datasets for the period from 1960 to 2019. The results show that public debt responds positively, demonstrating a sustainable fiscal policy. Furthermore, considering the regime-specific feedback coefficients of the fiscal policy rule and the durations of fiscal regimes, the study finds that South Africa’s fiscal policy satisfies the No-Ponzi game condition. Therefore, from a policy perspective, the South African government should take measures such as pension reforms,

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10

Adler, Gustavo, Kyun Suk Chang, Rui Mano, and Yuting Shao. Foreign Exchange Intervention: A Dataset of Public Data and Proxies. International Monetary Fund, 2021.

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11

Adler, Gustavo, Kyun Suk Chang, Rui Mano, and Yuting Shao. Foreign Exchange Intervention: A Dataset of Public Data and Proxies. International Monetary Fund, 2021.

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12

Adler, Gustavo, Kyun Suk Chang, Rui Mano, and Yuting Shao. Foreign Exchange Intervention: A Dataset of Public Data and Proxies. International Monetary Fund, 2021.

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13

Amilevičius, Darius, Andrius Utka, Aistė Meidutė, and Jūratė Ruzaitė. DIGIRES COVID-19 ML Dataset v.1. Vytauto Didžiojo universitetas, 2023. http://dx.doi.org/10.7220/20.500.12259/252155.

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DIGIRES COVID-19 ML dataset v.1 is a tab-separated (.tsv) file prepared for training machine learning algorithms. The training dataset was compiled from various internet public Lithuanian media sources. It contains 351 records and has the following attributes: "Title": the title of a news article "Text": the text of the article "Label": a label that marks the article as 1: unreliable; 0: reliable 1) "unrealiable" marks articles, which were identified by professional fact checkers as fake news; 2) "reliable" marks trustworthy articles. Classes Labels Word tokens Reliable: 175 67902 Unreliable:

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14

Toscani, Frederik G., Marc Quintyn, Rabah Arezki, and Herbert Lui. Education Attainment in Public Administration Around the World: Evidence from a New Dataset. International Monetary Fund, 2012.

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15

Toscani, Frederik G., Marc Quintyn, Rabah Arezki, and Herbert Lui. Education Attainment in Public Administration Around the World: Evidence from a New Dataset. International Monetary Fund, 2012.

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16

Quintyn, Marc, Rabah Arezki, and Herbert Lui. Education Attainment in Public Administration Around the World: Evidence from a New Dataset. International Monetary Fund, 2012.

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17

Peels, Rik, and John Horgan, eds. Conceptualizing Extreme Beliefs and Behaviors. Oxford University PressNew York, NY, 2025. https://doi.org/10.1093/9780197760222.001.0001.

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Abstract This book explores challenging conceptual issues in defining, analyzing, conceptualizing, and operationalizing notions such as extremism, radicalization, fanaticism, and terrorism. The focus is theoretical, but the work is empirically embedded. Rather than adding yet further definitions of phenomena like extremism, it seeks to make progress by addressing underlying conceptual issues. Specifically, it explores four crucial questions about extremism, fundamentalism, fanaticism, conspiracy theorizing, and terrorism. First, how should each of these extreme phenomena be defined in a fruitf

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18

Busemeyer, Marius R. Public Opinion and the Politics of Social Investment. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780198790488.003.0033.

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Existing survey data on the public’s opinion on education policy usually finds large majorities in support of more educational investments. And yet, in many countries, actual levels of public spending on education remain stagnant. Making use of a new and original dataset on public opinion in eight European countries, this chapter provides a partial answer to this puzzle. In particular, it finds that popular support for more education spending drops significantly once citizens are confronted with the necessity of cutbacks in other parts of the welfare state (such as pensions or unemployment ben

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19

Escobar-Lemmon, Maria C., Valerie J. Hoekstra, Alice J. Kang, and Miki Caul Kittilson. Reimagining the Judiciary. Oxford University Press, 2021. http://dx.doi.org/10.1093/oso/9780198861577.001.0001.

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This book examines the factors that facilitate women’s representation on high courts worldwide. Diverse courts improve collective decision-making, strengthen public confidence in the judiciary and judicial decisions, and broaden access to the judicial process. Taken together, domestic and international factors explain women’s representation. These influences include judicial pipelines, domestic institutions including selection processes, and international expectations about gender equity. These explanations are evaluated using an original dataset, which includes both men and women appointed to

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20

Levy, Daniel C. A World of Private Higher Education. Oxford University PressOxford, 2024. http://dx.doi.org/10.1093/oso/9780198903529.001.0001.

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Abstract Higher education—long and overwhelmingly seen outside the US as an intrinsically public sector function with limited private presence—has become a firmly dual-sector reality globally. Indeed, a third of the world’s now more than 200 million higher education enrolments are in private institutions, a share higher than in the US. Against this new background, we respond to the historically abiding question of how social functions are sectorally distributed and engaged, exploring both private–public (intersectoral) and private–private (intrasectoral) distinctiveness. We discover rich ‘doub

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21

Edge, M. D. Statistical Thinking from Scratch. Oxford University Press, 2019. http://dx.doi.org/10.1093/oso/9780198827627.001.0001.

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In virtually every field, researchers find themselves navigating tremendous amounts of new data. Making sense of this flood of information requires much more than the rote application of traditional statistical methods. This book will train researchers to be creative and confident users of statistics by thinking hard about the application of simple methods to a small dataset. In particular, this book focuses on simple linear regression—a method with strong connections to the most important tools in applied statistics—using it as a detailed case study for teaching resampling-based, likelihood-b

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22

Fung, Courtney J. China and Intervention at the UN Security Council. Oxford University Press, 2019. http://dx.doi.org/10.1093/oso/9780198842743.001.0001.

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What explains China’s response to intervention at the UN Security Council? China and Intervention at the UN Security Council argues that status is an overlooked determinant in understanding its decisions, even in the apex cases that are shadowed by a public discourse calling for regime change in Sudan, Libya, and Syria. The book posits that China reconciles its status dilemma as it weighs decisions to intervene: seeking recognition from both its intervention peer groups of great powers and developing states. Understanding the impact and scope conditions of status answers why China has taken ce

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23

Krawatzek, Félix. Youth in Regime Crisis. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780198826842.001.0001.

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How do political regimes respond to the challenges emanating from youth mobilization? This book seeks to understand regime resilience and breakdown by analysing the public meaning of youth, as well as the physical mobilization of young people. Mobilization by young people is a key component in understanding the stabilization of the authoritarian regime structures in contemporary Russia, but the Russian experience makes sense only if placed in its broader historical context. Three comparative cases—the breakdown of the authoritarian Soviet Union, the breakdown of the democratic Weimar Republic,

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24

Mauk, Marlene. Citizen Support for Democratic and Autocratic Regimes. Oxford University Press, 2020. http://dx.doi.org/10.1093/oso/9780198854852.001.0001.

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The book takes a political-culture perspective on the struggle between democracy and autocracy by examining how these regimes fare in the eyes of their citizens. Taking a globally comparative approach, it studies both the levels as well as the individual- and system-level sources of political support in democracies and autocracies worldwide. The book develops an explanatory model of regime support which includes both individual- and system-level determinants and specifies not only the general causal mechanisms and pathways through which these determinants affect regime support but also spells

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25

Blevins, Cameron. Paper Trails. Oxford University Press, 2021. http://dx.doi.org/10.1093/oso/9780190053673.001.0001.

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Paper Trails presents a new history of the American state and its efforts to conquer, occupy, and integrate the western United States between the 1860s and early 1900s. The success of this project depended on an unassuming government institution: the US Post. As millions of settlers rushed into remote corners of the region, they relied on the mail to stay connected to the wider world. Letters and newspapers, magazines and pamphlets, petitions and money orders, all traveled across the most expansive communications network on earth. Paper Trails maps the year-by-year spread of this infrastructur

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26

Møller, Jørgen, and Jonathan Stavnskær Doucette. The Catholic Church and European State Formation, AD 1000-1500. Oxford University PressOxford, 2022. http://dx.doi.org/10.1093/oso/9780192857118.001.0001.

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Abstract Generations of social scientists and historians have argued that the escape from empire and consequent fragmentation of power—across and within polities—was a necessary condition for the European development of the modern territorial state, modern representative democracy, and modern levels of prosperity. This book inserts the Catholic Church as the main engine of this persistent international and domestic power pluralism, which has moulded European state formation for almost a millennium. It argues that the ‘crisis of church and state’ that began in the second half of the eleventh ce

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