3198. Find Cities in Each State 🔒

Description

Table: cities

+-------------+---------+
| Column Name | Type    | 
+-------------+---------+
| state       | varchar |
| city        | varchar |
+-------------+---------+
(state, city) is the primary key (combination of columns with unique values) for this table.
Each row of this table contains the state name and the city name within that state.

Write a solution to find all the cities in each state and combine them into a single comma-separated string.

Return the result table ordered by state and city in ascending order.

The result format is in the following example.

 

Example:

Input:

cities table:

+-------------+---------------+
| state       | city          |
+-------------+---------------+
| California  | Los Angeles   |
| California  | San Francisco |
| California  | San Diego     |
| Texas       | Houston       |
| Texas       | Austin        |
| Texas       | Dallas        |
| New York    | New York City |
| New York    | Buffalo       |
| New York    | Rochester     |
+-------------+---------------+

Output:

+-------------+---------------------------------------+
| state       | cities                                |
+-------------+---------------------------------------+
| California  | Los Angeles, San Diego, San Francisco |
| New York    | Buffalo, New York City, Rochester     |
| Texas       | Austin, Dallas, Houston               |
+-------------+---------------------------------------+

Explanation:

• California: All cities ("Los Angeles", "San Diego", "San Francisco") are listed in a comma-separated string.
• New York: All cities ("Buffalo", "New York City", "Rochester") are listed in a comma-separated string.
• Texas: All cities ("Austin", "Dallas", "Houston") are listed in a comma-separated string.

Note: The output table is ordered by the state name in ascending order.

Solutions

Solution 1: Grouping and Aggregation

We can first group by the state field, then sort the city field within each group, and finally use the GROUP_CONCAT function to concatenate the sorted city names into a comma-separated string.

MySQLPython3

# Write your MySQL query statement below
SELECT
    state,
    GROUP_CONCAT(city ORDER BY city SEPARATOR ', ') cities
FROM cities
GROUP BY 1
ORDER BY 1;

import pandas as pd


def find_cities(cities: pd.DataFrame) -> pd.DataFrame:
    result = (
        cities.groupby("state")["city"]
        .apply(lambda x: ", ".join(sorted(x)))
        .reset_index()
    )
    result.columns = ["state", "cities"]
    return result

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