What are the common validation techniques?
An example of an AI chatbot conversation about common validation techniques in data processing.
What are the common validation techniques used in data processing?
Common validation techniques include range checks, format checks, consistency checks, and uniqueness checks.
Can you explain what a range check is?
A range check ensures that a value falls within a specified minimum and maximum range, helping to catch errors.
What about format checks?
Format checks verify that data is in the correct format, such as checking if a date is in 'YYYY-MM-DD' format.
Are there any other techniques I should know about?
Yes, consistency checks ensure that data across different fields or records is logically consistent, while uniqueness checks ensure no duplicate entries.
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