LEADER 03499nam 2200637 450 001 9910463201903321 005 20200520144314.0 010 $a1-78328-909-0 035 $a(CKB)2670000000414354 035 $a(OCoLC)889271264 035 $a(CaPaEBR)ebrary10761194 035 $a(SSID)ssj0001140333 035 $a(PQKBManifestationID)11745129 035 $a(PQKBTitleCode)TC0001140333 035 $a(PQKBWorkID)11221290 035 $a(PQKB)11386001 035 $a(MiAaPQ)EBC1389316 035 $a(CaSebORM)9781783289080 035 $a(PPN)204516234 035 $a(Au-PeEL)EBL1389316 035 $a(CaPaEBR)ebr10761194 035 $a(CaONFJC)MIL516593 035 $a(EXLCZ)992670000000414354 100 $a20140812h20132013 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt 182 $cc 183 $acr 200 10$aUsing OpenRefine $ethe essential OpenRefine guide that takes you from data analysis and error fixing to linking your dataset to the Web /$fRuben Verborgh, Max De Wilde ; cover image by Aniket Sawant 205 $a1st edition 210 1$aBirmingham, England :$cPackt Publishing,$d2013. 210 4$dİ2013 215 $a1 online resource (114 p.) 225 1 $aCommunity Experience Distilled 300 $aIncludes index. 311 $a1-78328-908-2 311 $a1-299-85342-0 330 $aWith this book on OpenRefine, managing and cleaning your large datasets suddenly got a lot easier! With a cookbook approach and free datasheets included, you?ll quickly and painlessly improve your data managing capabilities. Create links between your dataset and others in an instant Effectively transform data with regular expressions and the General Refine Expression Language Spot issues in your dataset and take effective action with just a few clicks In Detail Data is supposed to be the new gold, but how can you unlock the value in your data? Managing large datasets used to be a task for specialists, but you don't have to worry about inconsistencies or errors anymore. OpenRefine lets you clean, link, and publish your dataset in a breeze. Using OpenRefine takes you on a practical tour of all the handy features of this well-known data transformation tool. It is a hands-on recipe book that teaches you data techniques by example. Starting from the basics, it gradually transforms you into an OpenRefine expert. This book will teach you all the necessary skills to handle any large dataset and to turn it into high-quality data for the Web. After you learn how to analyze data and spot issues, we'll see how we can solve them to obtain a clean dataset. Messy and inconsistent data is recovered through advanced techniques such as automated clustering. We'll then show extract links from keyword and full-text fields using reconciliation and named-entity extraction. Using OpenRefine is more than a manual: it's a guide stuffed with tips and tricks to get the best out of your data. 410 0$aCommunity experience distilled. 606 $aData mining 606 $aElectronic data processing 608 $aElectronic books. 615 0$aData mining. 615 0$aElectronic data processing. 676 $a006.312 700 $aVerborgh$b Ruben$0846739 702 $aDe Wilde$b Max 702 $aSawant$b Aniket 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910463201903321 996 $aUsing OpenRefine$92117949 997 $aUNINA