'Merge Attribute Values in Python

I have an attribute/column called "marital status" that has the following values as options:

  • Married-AF-spouse
  • Married-civ-spouse
  • Never-married
  • Married-spouse-absent
  • Separated
  • Divorced
  • Widowed

I want to merge these values and have the following 3 attributes, that then I will convert into asymmetric binary attributes:

  • Married (Married-AF-spouse,Married-civ-spouse)
  • Never-married
  • Not-married (Married-spouse-absent,Separated, Divorced, Widowed)

What function in Python can I use in order to do that? I already imported pandas and lumpy libraries.



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