Top 10 Patients by Visits | Dataford Interview Questions

Your question is Top 10 Patients by Visits. Start with the requirements and the two tables on the right.

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Problem

Massachusetts General Hospital needs a patient-volume report for operational planning. Write a PostgreSQL query that identifies the 10 patients with the most qualifying visits recorded during calendar year 2025.

Requirements

Count visits for each patient from 2025-01-01 through 2025-12-31.
Exclude visits whose status is Cancelled or is NULL.
Include patients with no qualifying visits, using a count of zero when necessary.
Return the top 10 patients, ordered by visit count descending and patient_id ascending as a deterministic tie-breaker.

Schema

patients

Column	Type	Description
patient_idPK	INTEGER	Unique patient identifier
first_name	VARCHAR(50)	Patient first name
last_name	VARCHAR(50)	Patient last name
date_of_birth	DATE	Patient date of birth

visits

Column	Type	Description
visit_idPK	INTEGER	Unique visit identifier
patient_id	INTEGER	Patient associated with the visit
visit_date	DATE	Date of the visit
status	VARCHAR(20)	Visit status
encounter_type	VARCHAR(30)	Type of clinical encounter