Data Feminism is a book written by Catherine D’Ignazio and Lauren F. Klein as part literature review, part call to action, Data Feminism provides a framework for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. Through seven chapters Data Feminism provide examples of data biases and injustices, as well as strategies to redress them. In doing so, D’Ignazio and Klein suggest data feminism as "a way of thinking about data, both their uses and their limits, that is informed by direct experience, by a commitment to action, and by intersectional feminist thought".[1] The chapters are organised according to seven guiding principles (see below): examine power, challenge power, elevate emotion and embodiment, rethink binaries and hierarchies, embrace pluralism, consider context, and make labor visible.[1]
The starting point for data feminism is something that has gone mostly unacknowledged in data science: power is not distributed equally in the world. Data science is a form of power, and it can be used to uphold existing hierarchies or, alternatively, to discover and redress injustices. The book therefore consistently emphasises why data never, ever “speak for themselves", and how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. The authors explain how, for example, a better understanding of emotions challenges and improves ideas about effective data visualization, and how the concept of invisible labor exposes the significant human efforts behind technologies and data-related work.[2]
The authors apply an intersectional feminist framework to data science. Using this framework the authors examine intertwined structural forces of power such as sex, race, sexuality, and class. The authors therefore also explicitly focus on data justice, as opposed to data ethics, arguing that data ethics and its focus on fairness and biases create structures that protect dominant powers.[3]
^ abD'Ignazio, Catherine; Klein, Lauren F. (2020). Data Feminism. The MIT Press. doi:10.7551/mitpress/11805.001.0001. ISBN 978-0-262-35852-1. S2CID 241838270.
^"Data Feminism · MIT Press Open". MIT Press Open.
^Cite error: The named reference :1 was invoked but never defined (see the help page).
DataFeminism is a book written by Catherine D’Ignazio and Lauren F. Klein as part literature review, part call to action, DataFeminism provides a framework...
Marxist feminism is a philosophical variant of feminism that incorporates and extends Marxist theory. Marxist feminism analyzes the ways in which women...
Equality feminism is a subset of the overall feminism movement and more specifically of the liberal feminist tradition that focuses on the basic similarities...
known for her work in digital humanities and for co-authoring the book DataFeminism with Catherine D'Ignazio. Klein studied comparative literature and computer...
concept introduced by Catherine D'Ignazio and Lauren Klein in their book DataFeminism,referring to the phenomenon where individuals in privileged positions...
Lesbian feminism is a cultural movement and critical perspective that encourages women to focus their efforts, attentions, relationships, and activities...
Antifeminism, also spelled anti-feminism, is opposition to feminism. In the late 19th century and early 20th century, antifeminists opposed particular...
Black feminism is a branch of feminism that focuses on the African-American woman's experiences and recognizes the intersectionality of racism and sexism...
immigrant women, and other groups. Intersectional feminism aims to separate itself from white feminism by acknowledging women's differing experiences and...
Sommers is known for her critique of contemporary feminism. Her work includes the books Who Stole Feminism? (1994) and The War Against Boys (2000). She also...
learning technology. Datafeminism framework promotes thinking about data and ethics guided by ideas of intersectional feminism. Datafeminism emphasizes practices...
pp. Ch. 2. ISBN 978-1-4798-3364-1. D’Ignazio, C.; Klein, L. (2019). DataFeminism. MIT Press. pp. The Power Chapter 1: The Power Chapter (pgs 21-47)....
to own property. Harvard Psychology Professor Steven Pinker argues that feminism has reduced domestic violence against men as their likelihood of being...
Ecofeminism is a branch of feminism and political ecology. Ecofeminist thinkers draw on the concept of gender to analyse the relationships between humans...
665. ISSN 2183-0088. D'Ignazio, Catherine; Klein, Lauren F. (2020). DataFeminism. MIT Press. ISBN 978-0262044004. Cave, Stephen; Dihal, Kanta (August...
Feminism in South Korea is the origin and history of feminism or women's rights in South Korea. As of 2023, South Korea ranked 105th out of 146 countries...
Feminism is a broad term given to works of those scholars who have sought to bring gender concerns into the academic study of international politics and...
Feminism in South Africa concerns the organised efforts to improve the rights of the girls and women of South Africa. These efforts are largely linked...
society, specifically the role of women, coined the "women question". Feminism and more progressive views on women's rights became popular, as did Eurocommunism...
in between the first and second waves of feminism. Ecofeminism stems from the second wave of radical feminism that was prevalent in the 1960s and 1970s...
themselves from women and a society which they believe has been corrupted by feminism. The community is a part of the manosphere, a collection of anti-feminist...