{"version":"1.0","type":"link","provider_name":"Hardcover","provider_url":"https://hardcover.app","cache_age":86400,"title":"Data Action: Using Data for Public Good","url":"https://hardcover.app/books/data-action","description":"How to use data as a tool for empowerment rather than oppression. Big data can be used for good--from tracking disease to exposing human rights violations--and for bad--implementing surveillance and control. Data inevitably represents the ideologies of those who control its use; data analytics and algorithms too often exclude women, the poor, and ethnic groups. In Data Action, Sarah Williams provides a guide for working with data in more ethical and responsible ways. Too often data has been used--and manipulated--to make policy decisions without much stakeholder input. Williams outlines a method that emphasizes collaboration among data scientists, policy experts, data designers, and the public. This approach creates trust and co-ownership in the data by opening the process to those who know the issues best.","author_name":"Sarah Williams","author_url":"https://hardcover.app/authors/sarah-williams","thumbnail_url":"https://assets.hardcover.app/edition/31125372/3b3703fb5896395deca297ed76f3dd28871963f9.jpeg","thumbnail_width":445,"thumbnail_height":500}