Web Reference: Concatenate pandas objects along a particular axis. Allows optional set logic along the other axes. Can also add a layer of hierarchical indexing on the concatenation axis, which may be useful if the labels are the same (or overlapping) on the passed axis number. Jul 23, 2025 · The DataFrames have different columns: Each DataFrame has unique column names. You are appending additional features: You want to combine data along different dimensions where each DataFrame represents a different set of features for the same index. In this all-covering tutorial, we take a step by step journey on the complexities of Pandas’ concatenation providing info for beginners and advanced users.
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