The data that we have needs to make sense and therefore you can perform certain sanity checks on them to ensure they are factually correct as well. Some sanity checks can be: Rating is between 1 and 5 ...

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The process of carefully observing the data itself before starting machine learning or statistical analysis is called data assessment. This article is for everyone who performs data analysis in their ...