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Splitting data over multiple sheets in Excel can make analysis difficult, but Power Query can help consolidate it into one table. Data must be formatted in an Excel table or named range for Power Query to grab it. Using table tools, tables can be filtered by names, such as "orders" or "total orders," to focus on relevant data for analysis.