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The video tutorial teaches how to select columns in a pandas data frame based on a logical condition across column values. It demonstrates filtering columns with an average value greater than a specified number using logical indexing. By finding column means with dataframe.mean(), a logical index is created to show which columns meet the condition. This allows for easily identifying and selecting columns with desired average values.