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Data Interview Question

Matching Students to Test Records

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Requirements Clarification & Assessment

  • Objective: Identify which student from the roster took each test using two tables: Students and Tests.
  • Data Characteristics:
    • Students Table: Contains student ID, first name, last name, and date of birth.
    • Tests Table: Contains first name, last name, date of birth, test score, and test date.
  • Challenges:
    • Lack of direct student ID linkage between tables.
    • Potential inaccuracies in names and dates due to manual entry errors.
  • Assumptions:
    • Human assistance is available for verification.
    • Thousands of rows are involved, necessitating efficient matching methods.
    • Exact matches across all fields are rare, necessitating alternative matching strategies.