{"product_id":"data-science-for-social-good-philanthropy-and-social-impact","title":"Data Science for Social Good: Philanthropy and Social Impact","description":"\u003cp\u003eIn this review of Data Science for Social Good: Philanthropy and Social Impact in a Complex World the bottom line is straightforward: this is a thoughtful, practitioner-focused collection for readers who want a bridge between technical methods and philanthropic strategy. Compiled from leaders at first-mover organizations, the essays map how \u003cstrong\u003edata science for social impact\u003c\/strong\u003e can identify needs, target interventions and measure results while also explaining the funder perspective that shapes the sector. The book is best for students, researchers and data practitioners seeking real-world framing rather than a textbook on algorithms.\u003c\/p\u003e\n\u003ch2\u003eKey Features\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eCollection of reflections:\u003c\/strong\u003e Essays from thought leaders provide multiple real-world perspectives on applying computational methods to social problems.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eInterdisciplinary focus:\u003c\/strong\u003e Combines computer science, complex systems and computational social science to frame actionable approaches.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePractical process view:\u003c\/strong\u003e Describes the sequence of identifying a social need, targeting interventions and measuring impact so readers can follow an end-to-end workflow.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePhilanthropic perspective:\u003c\/strong\u003e Includes the complementary viewpoint of funders and philanthropies that influence priorities and sustainability.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eAudience-oriented:\u003c\/strong\u003e Written to appeal to students, researchers and data scientists interested in using data for public value rather than purely commercial goals.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWho It's For\u003c\/h2\u003e\n\u003cp\u003eThe book is ideal for graduate students and researchers in \u003cstrong\u003ecomputational social science\u003c\/strong\u003e and allied fields who want case-based insight into how research translates into social programs. It also suits data scientists working in industry who are exploring ways their data could generate public value and want to understand the ethical and operational considerations of philanthropic partnerships.\u003c\/p\u003e\n\u003cp\u003eReaders seeking a technical textbook on machine learning algorithms or step-by-step code tutorials should look elsewhere; this volume emphasizes strategy, reflection and program design more than implementation details or reproducible code.\u003c\/p\u003e\n\u003ch2\u003ePros \u0026amp; Cons\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003ePros\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eProvides varied, practitioner-led viewpoints that clarify how data projects interact with social systems.\u003c\/li\u003e\n\u003cli\u003eConnects methodological thinking to philanthropic strategy for readers interested in funding and scaling impact.\u003c\/li\u003e\n\u003cli\u003eHelps bridge academic research and applied social programs with concrete process descriptions.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eCons\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eNot a hands-on technical manual; readers looking for code or algorithmic depth may be disappointed.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eSpecifications\u003c\/h2\u003e\n\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003eTitle\u003c\/td\u003e\n\u003ctd\u003eData Science for Social Good: Philanthropy and Social Impact in a Complex World\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eSeries\u003c\/td\u003e\n\u003ctd\u003eSpringerBriefs in Complexity\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eAuthors \/ Editors\u003c\/td\u003e\n\u003ctd\u003eMassimo Lapucci, Ciro Cattuto\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFocus areas\u003c\/td\u003e\n\u003ctd\u003eHumanitarian response, public health, sustainable development\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eApproach\u003c\/td\u003e\n\u003ctd\u003eReflections from first-mover organizations; interdisciplinary framing\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eIntended audience\u003c\/td\u003e\n\u003ctd\u003eStudents, researchers, data scientists, philanthropies\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e\n\u003ch2\u003eOur Verdict\u003c\/h2\u003e\n\u003cp\u003eData Science for Social Good is a valuable, idea-driven collection for anyone interested in applying computational and complex-systems thinking to social challenges. It delivers context, strategic framing and funder perspectives that make it good value for students, researchers and practitioners who need to understand how to move from data to measurable social impact rather than search for algorithmic tutorials.\u003c\/p\u003e\n\u003ch2\u003eFrequently Asked Questions\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eDoes this book include technical code or algorithms?\u003c\/strong\u003e\u003cbr\u003eNo. The book emphasizes reflections and strategic framing rather than code or step-by-step algorithm tutorials.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eWho contributed the essays?\u003c\/strong\u003e\u003cbr\u003eThe chapters collect perspectives from thought leaders at first-mover organizations working in data-driven social impact and related philanthropic roles.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eIs it suitable for undergraduate readers?\u003c\/strong\u003e\u003cbr\u003eUndergraduates with interest in data and social impact will find the perspectives useful, though the tone is best suited to graduate students, researchers and practitioners.\u003c\/p\u003e","brand":"Massimo Lapucci, Ciro Cattuto","offers":[{"title":"Default Title","offer_id":48635433386203,"sku":"3030789845","price":69.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0724\/1043\/1707\/files\/61oy0cRz_XL._SL1254.jpg?v=1778537588","url":"https:\/\/gearmusthave.com\/products\/data-science-for-social-good-philanthropy-and-social-impact","provider":"GearMustHave","version":"1.0","type":"link"}