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Despite these discrepancies, data science and data analysis are intently linked fields and infrequently demand comparable ability sets. Both fields demand a good foundation in stats, programming, and data visualization, along with the capacity to communicate results proficiently to the two technical and non-technical audiences.In case the complexit