Everyday Adventures with Unruly Data
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.
Paperback$35.00 X ISBN: 9780262544405 336 pp. | 6 in x 9 in 22 b&w illus.
“Feinberg's engaging voice bridges expert knowledge and the often invisible workings of information systems in the world around us.”
Breslauer Professor and Distinguished Professor of Information Studies, UCLA; author of Visualization and Interpretation
“At a time when data science overly values scale, abstraction and automation, Feinberg reminds us how the creation of data about the world involves care, creativity, culture, and context.”
Associate Professor, MIT; Director, Data + Feminism Lab; co-author of Data Feminism
“Melanie Feinberg offers a field guide to the humanity of data in our everyday lives: in gestures and junk drawers, on credit cards and beverage bottles, through sensors and grocery-store shelves.“
Professor, The New School; author of A City is Not a Computer