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    2. Useful pandas recipes
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    3. Reshape Data
    • Useful pandas Recipes
      • Creating DataFrames
      • DataFrame Components
    • Select Data
      • Choose Columns
      • Choose Rows
      • Missing Data
    • Sorting
      • Sorting
    • Combining Data
      • Concatenation
      • Merge
    • Summarize Data
      • Summarize Data
    • Transform
      • Group By
      • Data Types
      • Headers
      • Reverse Rows
      • Transpose
      • Rename
      • Replace
      • Replace Missing
      • Melt (Unpivot)
      • Pivot
      • Tidy Data

    Reshape Data

    On this page

    • Melt
    • Pivot
    • See also

    Melt

    Gather columns into rows.

    melt

    Pivot

    Spread rows into columns.

    pivot

    See also

    • Reshape the layout of tables
    • Reshaping and pivot tables
    • Cookbook Pivot
    • Tidy Data

    Updated: February 16, 2021

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