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Think about your data intelligently and ask the right questions Key FeaturesMaster data cleaning techniques necessary to perform real-world data science and mac
Best Practices in Data Cleaning
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Many researchers jump straight from data collection to data analysis without realizing how analyses and hypothesis tests can go profoundly wrong without clean d
Statistical Data Cleaning with Applications in R
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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
Exploratory Data Mining and Data Cleaning
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Data Cleaning
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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