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mysql change all values in a column

I want to change all values in the tablecolumn “Quellendatum”.

When the row-value is 2005-06-20 then it should be replaced with 2012-06-20. When the row-value is NULL or empty, then it should be untouched.

Currently i modify this manually by selecting the row:

Is there a way to automate this task?

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Answer

How about:

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