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019 ▼a 1125741036 ▼a 1164459201 ▼a 1171265001 ▼a 1178614070 ▼a 1229177791
020 ▼a 9780262352215 ▼q (electronic bk.)
020 ▼a 0262352214 ▼q (electronic bk.)
020 ▼z 9780262039666 ▼q (print)
020 ▼z 0262039664
035 ▼a 2519489 ▼b (N$T)
037 ▼a 11543 ▼b MIT Press
037 ▼a 9780262352215 ▼b MIT Press
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1001 ▼a Loukissas, Yanni A. ▼q (Yanni Alexander), ▼e author.
24510 ▼a All data are local : ▼b thinking critically in a data-driven society / ▼c Yanni Alexander Loukissas ; foreword by Geoffrey C. Bowker. ▼h [electronic resource]
260 ▼a Cambridge : ▼b The MIT Press, ▼c 2019.
300 ▼a 1 online resource (272 pages)
336 ▼a text ▼b txt ▼2 rdacontent
337 ▼a computer ▼b c ▼2 rdamedia
338 ▼a online resource ▼b cr ▼2 rdacarrier
504 ▼a Includes bibliographical references (pages 219-237) and index.
50500 ▼t Local origins -- ▼t A place for plant data -- ▼t Collecting infrastructures -- ▼t Newsworthy algorithms -- ▼t Market, place, interface -- ▼t Models of local practice -- ▼t Local ends.
520 ▼a How to analyze data settings rather than data sets, acknowledging the meaning-making power of the local. In our data-driven society, it is too easy to assume the transparency of data. Instead, Yanni Loukissas argues in All Data Are Local, we should approach data sets with an awareness that data are created by humans and their dutiful machines, at a time, in a place, with the instruments at hand, for audiences that are conditioned to receive them. All data are local. The term data set implies something discrete, complete, and portable, but it is none of those things. Examining a series of data sources important for understanding the state of public life in the United States--Harvard's Arnold Arboretum, the Digital Public Library of America, UCLA's Television News Archive, and the real estate marketplace Zillow--Loukissas shows us how to analyze data settings rather than data sets. Loukissas sets out six principles: all data are local; data have complex attachments to place; data are collected from heterogeneous sources; data and algorithms are inextricably entangled; interfaces recontextualize data; and data are indexes to local knowledge. He then provides a set of practical guidelines to follow. To make his argument, Loukissas employs a combination of qualitative research on data cultures and exploratory data visualizations. Rebutting the "myth of digital universalism," Loukissas reminds us of the meaning-making power of the local.
5880 ▼a Print version record.
650 0 ▼a Electronic information resource literacy.
650 0 ▼a Media literacy.
650 7 ▼a Electronic information resource literacy. ▼2 fast ▼0 (OCoLC)fst00907290
650 7 ▼a Media literacy. ▼2 fast ▼0 (OCoLC)fst01013578
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77608 ▼i Print version: ▼a Loukissas, Yanni A. (Yanni Alexander). ▼t All data are local ▼z 9780262039666 ▼w (DLC) 2018030570 ▼w (OCoLC)1054264218
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