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Adventures in City Data

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Release : 2022-12-31
Genre : Political Science
Kind : eBook
Book Rating : 276/5 ( reviews)

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Book Synopsis Adventures in City Data by : Shirely Robinson

Download or read book Adventures in City Data written by Shirely Robinson. This book was released on 2022-12-31. Available in PDF, EPUB and Kindle. Book excerpt: South Africa is urbanising rapidly, and its economic landscape is continuously changing as a consequence. In this context, city governments and urban scientists have long called for better access to city economic data. The National Treasury has reinforced this demand, insisting that intra-city economic data is critical in order to improve planning, performance and investment in South Africa’s cities. A wealth of data is collected by the South African Revenue Service (SARS) in the course of its routine operations assessing the tax obligations of companies and individual taxpayers. In addition to its bureaucratic purpose, this data represents an enormous potential resource for a detailed understanding of the urban economy. Until recently, this resource has been underutilised because it was not available in an anonymised and geocoded form. At a practical level, however, the significant amount of energy and time required to access, clean and align administrative datasets to make them usable is not generally understood. This GCRO Occasional Paper presents an ethnographic account of a decade-long journey in city economic data collation by the author who, as a long-term technical advisor to the National Treasury’s Government Technical Advisory Centre (GTAC), led the work on the city economic data programme in support of the first phase of the National Treasury’s Cities Support Programme (CSP). After observing the critical need for anonymised and geocoded economic administrative data in policy formulation and urban research, this paper examines the reasons for the limited availability of datasets able to show the location of economic activity and employment at a disaggregated local level. The paper details how the National Treasury’s collaboration with the World Bank in 2016 to produce the Urbanisation Review of South Africa stimulated and directed the efforts of GTAC and the Economies of Regions Learning Network (ERLN) to pursue official sources of city-level administrative data. The paper goes on to recount subsequent National Treasury/CSP collaborations with Statistics South Africa, SARS and the Unemployment Insurance Fund (UIF) to collect and collate anonymised and geocoded city economic data from sources other than national general surveys. Despite progress, these efforts were ultimately stymied due to practical and governance constraints. Nevertheless, in a parallel process, these collaborations ultimately bore fruit in the establishment of a secure administrative data centre at the National Treasury that stores anonymised data, which can then be geocoded using postal codes. This secure data centre in turn, after the author had left the process, ultimately provided a foundation for the milestone publication of the 2021 City Spatial Economic Data Reports. The paper concludes by reflecting on the insights from this ethnographic account around possibilities for improving the integrity of the city spatial economic data resource, and enhancing its use in credible, evidence-based urban analysis. First, these conclusions highlight broader institutional and public management concerns in the current governance environment on which future steps to improve the city spatial economic data will depend. Second, the paper points out that, despite the long journey travelled, business classification uncertainty still remains. Solving these governance and data puzzles may further enhance the incredible potential that such a rich data resource holds for evidence-based policy aimed at creating a more just and equal society in South Africa.

Adventures in city data: An ethnographic story

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Author :
Release : 2022-12-19
Genre : Political Science
Kind : eBook
Book Rating : 284/5 ( reviews)

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Book Synopsis Adventures in city data: An ethnographic story by : Shirley Robinson

Download or read book Adventures in city data: An ethnographic story written by Shirley Robinson. This book was released on 2022-12-19. Available in PDF, EPUB and Kindle. Book excerpt: This GCRO Occasional Paper presents an ethnographic account of a decade-long journey in city economic data collation. The paper recounts the collaborations of the National Treasury’s Cities Support Programme (CSP) with Statistics South Africa, the South African Revenue Service (SARS) and the Unemployment Insurance Fund (UIF), to collate anonymised and geocoded data that would enable an alternative mapping of the space economies of South African cities. Despite many practical and governance constraints, the collaborations ultimately bore fruit in the establishment of a secure administrative data centre at the National Treasury. This in turn led to the milestone publication of the 2021 City Spatial Economic Data Reports. This ethnographic account concludes by reflecting on possibilities for further improving the integrity of this vital city spatial economic data resource, and to enhance its use in credible, evidence-based urban analysis.

Everyday Adventures with Unruly Data

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Release : 2022-10-11
Genre : Language Arts & Disciplines
Kind : eBook
Book Rating : 456/5 ( reviews)

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Book Synopsis Everyday Adventures with Unruly Data by : Melanie Feinberg

Download or read book Everyday Adventures with Unruly Data written by Melanie Feinberg. This book was released on 2022-10-11. Available in PDF, EPUB and Kindle. Book excerpt: Paired informal and scholarly essays show how everyday events reveal fundamental concepts of data, including its creation, aggregation, management, and use. Whether questioning numbers on a scale, laughing at a misspelling of one’s name, or finding ourselves confused in a foreign supermarket, we are engaging with data. The only way to handle data responsibly, says Melanie Feinberg in this incisive work, is to take into account its human character. Though the data she discusses may seem familiar, close scrutiny shows it to be ambiguous, complicated, and uncertain: unruly. Drawing on the tools of information science, she uses everyday events such as deciding between Blender A and Blender B on Amazon to demonstrate a practical, critical, and generative mode of thinking about data: its creation, management, aggregation, and use. Each chapter pairs a self-contained main essay (an adventure) with a scholarly companion essay (the reflection). The adventure begins with an anecdote—visiting the library, running out of butter, cooking rice on a different stove. Feinberg argues that to understand the power and pitfalls of data science, we must attend to the data itself, not merely the algorithms that manipulate it. As she reflects on the implications of commonplace events, Feinberg explicates fundamental concepts of data that reveal the many tiny design decisions—which may not even seem like design at all—that shape how data comes to be. Through the themes of serendipity, objectivity, equivalence, interoperability, taxonomy, labels, and locality, she illuminates the surprisingly pervasive role of data in our daily thoughts and lives.

Adventures in Brooklyn and Queens of Alfred Hambie and Wife, Theresa

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Release : 2013-01-21
Genre : Fiction
Kind : eBook
Book Rating : 828/5 ( reviews)

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Book Synopsis Adventures in Brooklyn and Queens of Alfred Hambie and Wife, Theresa by : Alfred S. Hamby

Download or read book Adventures in Brooklyn and Queens of Alfred Hambie and Wife, Theresa written by Alfred S. Hamby. This book was released on 2013-01-21. Available in PDF, EPUB and Kindle. Book excerpt: A husband and wife team up to fight crime in four neighborhoods in Manhattan- Chelsea, Greenwich Village, Soho and Tribeca and they organize an investigation group of crime fighters and captains throughout fifteen (15) neighborhoods in Manhattan from Inwood, upper Manhattan to Battery Park in lower Manhattan. The utter destruction of the Statue of Liberty by terrorists was accidentally solved by the group that had brought themselves notoriety and more busy

RANDAL GARRETT Ultimate Collection: Space Adventures, Supernatural Mysteries & Other SF Tales

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Release : 2018-11-13
Genre : Fiction
Kind : eBook
Book Rating : 927/5 ( reviews)

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Book Synopsis RANDAL GARRETT Ultimate Collection: Space Adventures, Supernatural Mysteries & Other SF Tales by : Randall Garrett

Download or read book RANDAL GARRETT Ultimate Collection: Space Adventures, Supernatural Mysteries & Other SF Tales written by Randall Garrett. This book was released on 2018-11-13. Available in PDF, EPUB and Kindle. Book excerpt: This meticulously edited Sci-Fi collection is formatted for your eReader with a functional and detailed table of contents: Psi-Power Series: Brain Twister The Impossibles Supermind Novels: Pagan Passions Anything You Can Do... Quest of the Golden Ape Unwise Child Short Stories: The Highest Treason Despoilers of the Golden Empire But, I Don't Think A Spaceship Named McGuire The Eyes Have It Nor Iron Bars a Cage Damned If You Don't By Proxy The Foreign Hand-Tie The Penal Cluster Hail to the Chief His Master's Voice The Judas Valley Cum Grano Salis ...Or Your Money Back Anchorite The Bramble Bush The Unnecessary Man The Asses of Balaam With No Strings Attached A World by the Tale Dead Giveaway Psichopath Suite Mentale The Man Who Hated Mars Thin Edge Instant of Decision Heist Job on Thizar Fifty Per Cent Prophet The Destroyers Hanging by a Thread What the Left Hand Was Doing Belly Laugh In Case of Fire The Measure of a Man Time Fuze Viewpoint ...After a Few Words

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