Explanation:

- Education: Members of an alumni association are connected primarily through their shared educational experience, having attended the same institution.

- Lifestyle: While some lifestyle elements may overlap due to common experiences, it is not the primary link among alumni.

- Occupation: Graduates pursue various careers and occupations, which may differ greatly.

- Income: Alumni income levels can vary widely, as income is affected by many factors besides education.