{"product_id":"9781412988018","title":"Best Practices in Data Cleaning : A Complete Guide to Everything You Need to Do before and after Collecting Your Data","description":"\u003cp\u003eThis book provides a clear, step-by-step process of examining and cleaning data in order to decrease error rates and increase both the power and replicability of results.\u003c\/p\u003e","brand":"Sage","offers":[{"title":"Default Title","offer_id":48772693885163,"sku":"00000_00000_00000_00000","price":164.8,"currency_code":"SGD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0758\/4484\/5803\/files\/9781412988018-1.jpg?v=1781678070","url":"https:\/\/kinokuniya.com.sg\/products\/9781412988018","provider":"Books Kinokuniya Singapore","version":"1.0","type":"link"}