countries_dict = {
    "United-States": 0,
    "Cambodia": 1,
    "England": 2,
    "Puerto-Rico": 3,
    "Canada": 4,
    "Germany": 5,
    "Outlying-US (Guam - USVI - etc.)": 6,
    "India": 7,
    "Japan": 8,
    "Greece": 9,
    "South": 10,
    "China": 11,
    "Cuba": 12,
    "Iran": 13,
    "Honduras": 14,
    "Philippines": 15,
    "Italy": 16,
    "Poland": 17,
    "Jamaica": 18,
    "Vietnam": 19,
    "Mexico": 20,
    "Portugal": 21,
    "Ireland": 22,
    "France": 23,
    "Dominican Republic": 24,
    "Laos": 25,
    "Ecuador": 26,
    "Taiwan": 27,
    "Haiti": 28,
    "Columbia": 29,
    "Hungary": 30,
    "Guatemala": 31,
    "Nicaragua": 32,
    "Scotland": 33,
    "Thailand": 34,
    "Yugoslavia": 35,
    "El Salvador": 36,
    "Trinadad & Tobago": 37,
    "Peru": 38,
    "Hong": 39,
    "Holland - Netherlands": 40,
}

relationship_dict = {
    "Unmarried": 5,
    "Wife": 0,
    "Husband": 2,
    "Single parent": 1,
    "Other dependant": 4,
}

occupation_dict = {
    "Prof Specialty": 5,
    "Tech Support": 0,
    "Craft Repair": 1,
    "Other Service": 2,
    "Sales": 3,
    "Executive Managerial": 4,
    "Handlers Cleaners": 6,
    "Machine Op Inspect": 7,
    "Adm Clerical": 8,
    "Farming Fishing": 9,
    "Transport Moving": 10,
    "Priv House Serv": 11,
    "Protective Serv": 12,
    "Armed Forces": 13,
}

education_dict = {
    "Associate Academic": 5,
    "Associate Vocational": 6,
    "Prof School": 4,
    "Doctorate": 13,
    "Masters": 10,
    "Bachelors": 0,
    "Some College": 1,
    "High School Graduate": 3,
    "12th Grade": 9,
    "11th Grade": 2,
    "10th Grade": 12,
    "9th Grade": 7,
    "7th-8th Grade": 8,
    "5th-6th Grade": 14,
    "1st-4th Grade": 11,
    "Preschool": 15,
}

type_of_work_dict = {
    "Private": 0,
    "Self Employed Not Incorporated": 1,
    "Self Employed Incorporated": 2,
    "Federal Government": 3,
    "Local Government": 4,
    "State Government": 5,
    "Without Pay": 6,
    "Never Worked": 7,
}

marital_status_dict = {
    "Single": 2,
    "Married": 0,
    "Divorced": 1,
    "Widowed": 4,
}