Many researchers jump straight from data collection to data analysis without realizing how analyses and hypothesis tests can go profoundly wrong without clean d

Think about your data intelligently and ask the right questions Key FeaturesMaster data cleaning techniques necessary to perform real-world data science and mac

A comprehensive guide to automated statistical data cleaning The production of clean data is a complex and time-consuming process that requires both technical k

Written for practitioners of data mining, data cleaning and database management. Presents a technical treatment of data quality including process, metrics, tool

This is an overview of the end-to-end data cleaning process. Data quality is one of the most important problems in data management, since dirty data often leads