def encode(input):
le = preprocessing.LabelEncoder()
Return pd.DataFrame({
'Opportunity Number' : input['Opportunity Number'],
'Supplies Subgroup Encoded' : le.fit_transform(input['Supplies Subgroup']),
'Region Encoded' : le.fit_transform(input['Region']),
'Route To Market Encoded' : le.fit_transform(input['Route To Market']),
'Opportunity Result Encoded' : le.fit_transform(input['Opportunity Result']),
'Competitor Type Encoded' : le.fit_transform(input['Competitor Type']),
'Supplies Group Encoded' : le.fit_transform(input['Supplies Group']),
})