Pandas DataFrame concat vs append

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Pandas concat vs append vs join vs merge

  • Concat gives the flexibility to join based on the axis( all rows or all columns)

  • Append is the specific case(axis=0, join=’outer’) of concat (being deprecated use concat)

  • Join is based on the indexes (set by set_index) on how variable =[‘left’,’right’,’inner’,’couter’]

  • Merge is based on any particular column each of the two dataframes, this columns are variables on like ‘left_on’, ‘right_on’, ‘on’

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