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The tutorial addresses encountering issues with data in Excel, such as numbers not being added correctly. It highlights the importance of checking the data format, as even if it appears as a general format, it may not be converting to numbers. The example shows how to identify text instead of numbers in a range by checking the alignment of the data. This helps in resolving issues with adding up numbers in Excel.