The first step a data analyst should take to clean their data is to carry out data profiling.
What is data profiling?
Data profiling is defined as the ways of techniques used by data analysts to identify problems in data collected.
When a data analyst wants to cleans the data that is collected, they should first perform data profiling in order to clean their data.
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