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Data Interview Question
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Matching Students to Test Records
Practice the Question
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Requirements Calrification & Accessment
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.
Solution
Validation
Considerations and Trade-offs