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hierarchy.txt
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Age Generalization Hierarchy
Level 1: Precise Age
Individual ages (e.g., 17, 18, 19, ..., 90+). // The data of age starts from 17 and ends with 90
Level 2: Small Age Ranges
Ages grouped into small ranges.
Groups: 17-19, 20-29, 30-39, 40-49, 50-59, 60-69, 70-79, 80-89, 90+.
Level 3: Medium Age Ranges
Broader ranges for generalization.
Groups: 17-29, 30-49, 50-69, 70+.
Level 4: Broad Age Groups
Very broad generalization into common life stages.
Groups: Young Adult (17-29), Middle Age (30-49), Senior (50-69), Elderly (70+).
Level 5: Generalized to the Top
All ages generalized to a single category: All Ages.
Education Generalization Hierarchy:
Level 1: Precise Education Levels
Preschool, 1st-4th, 5th-6th, 7th-8th, 9th, 10th, 11th, 12th, HS-grad, Assoc-voc, Prof-school, Some-college, Assoc-acdm, Bachelors, Masters, Doctorate.
Level 2: Grouped by Specific School Types
Primary School: Preschool, 1st-4th, 5th-6th
Middle School: 7th-8th, 9th
High School: 10th, 11th, 12th, HS-grad
Vocational School: Assoc-voc, Prof-school, Some-college
Undergraduate School: Assoc-acdm, Bachelors
Graduate School: Masters, Doctorate
Level 3: Grouped by Educational Stage
Compulsory School: Primary School, Middle School, High School
Basic Degree: Vocational School, Undergraduate School
Advanced Degree: Masters, Doctorate
Level 4: Grouped by Education Level
Compulsory School: Compulsory School
Advanced School: Basic Degree, Advanced Degree
Level 5: Generalized to the Top
Education: Compulsory School, Advanced School
Marital status:
Level 1: Precise marital status
Married-civ-spouse, Divorced, Never-married, Separated, Widowed, Married-spouse-absent, Married-AF-spouse.
Level 2: Generalized by the type of relationship
Separated-Married: Separated, Married-spouse-absent
Single: Never-Married, Widowed, Divorced
Married-Together: Married-civ-spouse, Married-AF-spouse
Level 3: Generalized to either married or not married
Married: Separated-Married
Not-Married: Single
Level 4:
*: Married, Not-Married
Race:
Level 1: Precise Race Values
White, Asian-Pac-Islander, Amer-Indian-Eskimo, Other, Black
Level 2: Grouped by Regional Origin
Caucasian: White
Asian: Asian-Pac-Islander
Indigenous: Amer-Indian-Eskimo
Other: Other
African Descent: Black
Level 3: Grouped by Broad Continental Category
Western Origin: Caucasian, African Descent
Eastern Origin: Asian, Indigenous
Other: Other
Level 4: Grouped into Two Categories
Western Origin: Western Origin
Non-Western Origin: Eastern Origin, Other
Level 5: Generalized to the Top
Race