How does data profiling work?
An example of an AI chatbot conversation about data profiling processes.
Can you explain how data profiling works?
Sure! Data profiling is the process of examining data from an existing source and summarizing information about that data.
What are the main goals of data profiling?
The main goals include assessing data quality, understanding data structure, and identifying data anomalies.
How is data profiling different from data mining?
Data profiling focuses on analyzing existing data to understand its quality and structure, while data mining involves discovering patterns and insights from large datasets.
What tools are commonly used for data profiling?
Common tools include Talend, Informatica, and Microsoft SQL Server Data Quality Services.
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