{"product_id":"9781450371537","title":"Data Cleaning","description":"\u003cp\u003eFocuses on data cleaning, which is used to refer to all kinds of tasks and activities to detect and repair errors in the data. Rather than focus on a particular data cleaning task, the book gives an overview of the end-to-end data cleaning process, describing various error detection and repair methods.\u003c\/p\u003e","brand":"Association of Computing Machinery,U.S.","offers":[{"title":"Default Title","offer_id":48949376516331,"sku":"00000_00000_00000_00000","price":128.16,"currency_code":"SGD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0758\/4484\/5803\/files\/9781450371537-1.jpg?v=1783106930","url":"https:\/\/kinokuniya.com.sg\/products\/9781450371537","provider":"Books Kinokuniya Singapore","version":"1.0","type":"link"}