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unpivotr provides tools for converting data from complex or irregular layouts to a columnar structure. For example, tables with multi-level column or row headers, or spreadsheets, or nested HTML tables. Header and data cells can selected by their contents, position and formatting, and can be associated with one other by their relative positions.

Excel (.xlsx) files can be prepared for unpivotr via the tidyxl package.