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Data Feminism (Strong Ideas),New
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A New Way Of Thinking About Data Science And Data Ethics That Is Informed By The Ideas Of Intersectional Feminism.Today, Data Science Is A Form Of Power. It Has Been Used To Expose Injustice, Improve Health Outcomes, And Topple Governments. But It Has Also Been Used To Discriminate, Police, And Surveil. This Potential For Good, On The One Hand, And Harm, On The Other, Makes It Essential To Ask: Data Science By Whom? Data Science For Whom? Data Science With Whose Interests In Mind? The Narratives Around Big Data And Data Science Are Overwhelmingly White, Male, And Technoheroic. In Data Feminism, Catherine D'Ignazio And Lauren Klein Present A New Way Of Thinking About Data Science And Data Ethicsone That Is Informed By Intersectional Feminist Thought.Illustrating Data Feminism In Action, D'Ignazio And Klein Show How Challenges To The Male/Female Binary Can Help Challenge Other Hierarchical (And Empirically Wrong) Classification Systems. They Explain How, For Example, An Understanding Of Emotion Can Expand Our Ideas About Effective Data Visualization, And How The Concept Of Invisible Labor Can Expose The Significant Human Efforts Required By Our Automated Systems. And They Show Why The Data Never, Ever Speak For Themselves.Data Feminism Offers Strategies 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. But Data Feminism Is About Much More Than Gender. It Is About Power, About Who Has It And Who Doesn'T, And About How Those Differentials Of Power Can Be Challenged And Changed.
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- Q: What is the page count of Data Feminism? A: Data Feminism has three hundred twenty-eight pages. This length allows for an in-depth exploration of data science and ethics through an intersectional feminist lens.
- Q: What is the book's binding type? A: The book is a hardcover. This type of binding ensures durability, making it suitable for extensive reading and reference.
- Q: What are the dimensions of Data Feminism? A: The book measures eight point thirty-one inches in length, nine point thirty-one inches in height, and zero point ninety-four inches in width. These dimensions make it easy to handle and store.
- Q: How do I apply the concepts in Data Feminism? A: You can apply the concepts by integrating feminist perspectives into your data science work. This includes questioning whose interests are represented and advocating for justice in data practices.
- Q: Is Data Feminism suitable for beginners in data science? A: Yes, it is suitable for beginners. The authors present complex ideas in an accessible manner, making it a great starting point for newcomers.
- Q: What is the reading level of Data Feminism? A: The reading level is appropriate for adults and older teens. It discusses advanced themes in data ethics and feminism, requiring critical thinking.
- Q: How should I store Data Feminism to keep it in good condition? A: Store the book upright in a cool, dry place. Avoid direct sunlight to protect the cover and pages from fading and wear.
- Q: Can I clean the hardcover of Data Feminism? A: Yes, you can clean it gently. Use a dry microfiber cloth to remove dust without damaging the cover.
- Q: Is Data Feminism safe for all readers? A: Yes, it is safe for all readers. The book discusses data ethics and social justice, making it educational and thought-provoking.
- Q: What themes are covered in Data Feminism? A: The book covers themes of power dynamics, data ethics, intersectionality, and the critique of traditional data narratives. These themes encourage critical analysis of data practices.
- Q: How does Data Feminism compare to other data science books? A: Data Feminism stands out by focusing on feminist perspectives in data science. Unlike traditional texts, it challenges dominant narratives and promotes inclusivity.
- Q: What is the target audience for Data Feminism? A: The target audience includes data scientists, activists, and anyone interested in social justice through the lens of data ethics. It appeals to a broad range of readers.
- Q: What if I receive a damaged copy of Data Feminism? A: If you receive a damaged copy, you should contact the seller for a return or exchange. Many retailers offer customer service for resolving such issues.
- Q: Is there a warranty for Data Feminism? A: Typically, books do not come with a warranty. However, check with the retailer for their specific return or replacement policies.
- Q: What should I do if I have questions about the content of Data Feminism? A: You can seek out discussions online or join reading groups. Engaging with others can enhance your understanding of the material.