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Left Join Question Explained

This worked SQL Fundamentals practice question tests Joins. Try the answer first, then review why B is the best choice.

Short answer

The correct answer is B. All rows from the left table, even without a match.

LEFT JOIN keeps all rows from the left table and fills right-side columns with NULL when no match exists. The key is to match the exact action in the prompt to the tool, command, or concept that performs that action directly. Here, B. All rows from the left table, even without a match is the only option that satisfies the scenario without adding unrelated behavior.

The Question

What does a LEFT JOIN preserve?

AOnly rows with duplicates
BAll rows from the left table, even without a matchCorrect
COnly rows from the right table
DOnly aggregate rows

Why B is correct

LEFT JOIN keeps all rows from the left table and fills right-side columns with NULL when no match exists. The key is to match the exact action in the prompt to the tool, command, or concept that performs that action directly. Here, B. All rows from the left table, even without a match is the only option that satisfies the scenario without adding unrelated behavior.

Why the other options are wrong

Option A: Only rows with duplicates

Option A does not match the requirement in the prompt. The correct answer is B because LEFT JOIN keeps all rows from the left table and fills right-side columns with NULL when no match exists.

Option C: Only rows from the right table

Option C does not match the requirement in the prompt. The correct answer is B because LEFT JOIN keeps all rows from the left table and fills right-side columns with NULL when no match exists.

Option D: Only aggregate rows

Option D does not match the requirement in the prompt. The correct answer is B because LEFT JOIN keeps all rows from the left table and fills right-side columns with NULL when no match exists.

Key idea: Joins

Joins questions test whether you can connect a common workflow problem to the right practical command, service, or concept. Instead of memorizing isolated definitions, look for the job being done in the prompt: staging a file, querying rows, running code, persisting container data, checking a service, or choosing the right cloud building block. The best answer usually names the simplest tool that performs that job directly. For SQL Fundamentals, the safest study pattern is to read the scenario, underline the action verb, and eliminate answers that solve a different problem. If an option sounds related but changes the scope, adds risk, or describes a different layer of the stack, it is probably a distractor. After choosing an answer, explain why the other three fail; that habit builds the practical judgment these quizzes are meant to measure.

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