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Andre Bianchi and Sophia Perez’s dashboard reveals historical trends and recurring themes in fight songs, which earned them a spot at the Big Ten Academic Alliance Data Viz Championship.

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There are three critical areas where companies most often go wrong: data preparation and training, choosing tools and specialists and timing and planning.