You create the dimension tables by copying the fact table (filter the relevant columns), remove the duplicates, add an identifier e.g. counter node, join it back to the original table to map the id (counter node created) to the column (e.g. name in your screen. You do this for all your dimensions. Finally you remove the text in the fact table (original table) as you have now each column as an id.
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