what are the problems that you may encounter in the process of data cleaning
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DATA CLEANSING: MODERN DAY PROBLEMS AND THEIR SOLUTIONS
Data Cleansing Solutions
Data cleansing, also better known as data scrubbing or data cleaning mainly involves identifying and removing errors and inconsistent data in order to improve the quality of the data. Data inconsistencies exist in single data collections, such as files and databases. The main reasons for bad quality of data can be incorrect spellings during data entry, invalid data, missing information, etc.
Data cleansing is an important task for every organization. It is important that the right data is used, cleaned and analyzed to make the best possible business decisions. Undoubtedly, during the data scrubbing process, one is bound to experience several problems and one has to find a way to tackle all these shortcomings. In this article we have to list some of the modern day problems encountered during data cleansing and how these problems can be solved.