mapper.py

credit_history = {"'existing paid'": 'paid',
                  "'no credits/all paid'": 'paid',
                  "'all paid'": 'paid',
                  "'critical/other existing credit'": 'other_exist',
                  "'delayed previously'": 'delayed'}

purpose = {'furniture/equipment': 'furniture',
           'education': 'education',
           'retraining': 'education',
           'other': 'other',
           'repairs': 'other',
           "'domestic appliance'": 'other',
           "'new car'": 'new_car',
           "'used car'": 'used car',
           'business': 'business',
           'radio/tv': 'radio/tv'}

sex = {"'female div/dep/mar'": 'female',
       "'male single'": 'male',
       "'male div/sep'": 'male',
       "'male mar/wid'": 'male'}

status = {"'male single'": 'single',
          "'male div/sep'": 'div/sep',
          "'male mar/wid'": 'mar/wid',
          "'female div/dep/mar'": 'div/dep/mar'}

job = {"'unskilled resident'": 'unskilled',
       "'unemp/unskilled non res'": 'unskilled',
       "'high qualif/self emp/mgmt'": 'qualified',
       'skilled': 'skilled'}