{"product_id":"doing-computational-social-science","title":"Doing Computational Social Science","description":"\u003cp\u003eComputational approaches offer exciting opportunities for us to do social science differently. This beginner’s guide discusses a range of computational methods and how to \u003cem\u003euse\u003c\/em\u003e them to study the problems and questions you want to research.\u003c\/p\u003e  \u003cp\u003eIt assumes no knowledge of programming, offering step-by-step guidance for coding in Python and drawing on examples of real data analysis to demonstrate how you can apply each approach in any discipline.\u003c\/p\u003e  \u003cp\u003eThe book also:\u003c\/p\u003e  \u003cul\u003e      \u003cli\u003eConsiders important principles of social scientific computing, including transparency, accountability and reproducibility.\u003c\/li\u003e      \u003cli\u003eUnderstands the realities of completing research projects and offers advice for dealing with issues such as messy or incomplete data and systematic biases.\u003c\/li\u003e      \u003cli\u003eEmpowers you to learn at your own pace, with online resources including screencast tutorials and datasets that enable you to practice your skills and get up to speed.\u003c\/li\u003e  \u003c\/ul\u003e  \u003cp\u003eFor anyone who wants to use computational methods to conduct a social science research project, this book equips you with the skills, good habits and best working practices to do rigorous, high quality work.\u003c\/p\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":57484191302005,"sku":"9781526468185","price":51.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0612\/7193\/3106\/files\/9781526468185.jpg?v=1786266234","url":"https:\/\/backstory.london\/products\/doing-computational-social-science","provider":"Backstory","version":"1.0","type":"link"}