Table: subscription_events
+------------------+---------+ | Column Name | Type | +------------------+---------+ | event_id | int | | user_id | int | | event_date | date | | event_type | varchar | | plan_name | varchar | | monthly_amount | decimal | +------------------+---------+ event_id is the unique identifier for this table. event_type can be start, upgrade, downgrade, or cancel. plan_name can be basic, standard, premium, or NULL (when event_type is cancel). monthly_amount represents the monthly subscription cost after this event. For cancel events, monthly_amount is 0.
Write a solution to Find Churn Risk Customers - users who show warning signs before churning. A user is considered churn risk customer if they meet ALL the following criteria:
50% of their historical maximum plan revenue.60 days.Return the result table ordered by days_as_subscriber in descending order, then by user_id in ascending order.
The result format is in the following example.
Example:
Input:
subscription_events table:
+----------+---------+------------+------------+-----------+----------------+ | event_id | user_id | event_date | event_type | plan_name | monthly_amount | +----------+---------+------------+------------+-----------+----------------+ | 1 | 501 | 2024-01-01 | start | premium | 29.99 | | 2 | 501 | 2024-02-15 | downgrade | standard | 19.99 | | 3 | 501 | 2024-03-20 | downgrade | basic | 9.99 | | 4 | 502 | 2024-01-05 | start | standard | 19.99 | | 5 | 502 | 2024-02-10 | upgrade | premium | 29.99 | | 6 | 502 | 2024-03-15 | downgrade | basic | 9.99 | | 7 | 503 | 2024-01-10 | start | basic | 9.99 | | 8 | 503 | 2024-02-20 | upgrade | standard | 19.99 | | 9 | 503 | 2024-03-25 | upgrade | premium | 29.99 | | 10 | 504 | 2024-01-15 | start | premium | 29.99 | | 11 | 504 | 2024-03-01 | downgrade | standard | 19.99 | | 12 | 504 | 2024-03-30 | cancel | NULL | 0.00 | | 13 | 505 | 2024-02-01 | start | basic | 9.99 | | 14 | 505 | 2024-02-28 | upgrade | standard | 19.99 | | 15 | 506 | 2024-01-20 | start | premium | 29.99 | | 16 | 506 | 2024-03-10 | downgrade | basic | 9.99 | +----------+---------+------------+------------+-----------+----------------+
Output:
+----------+--------------+------------------------+-----------------------+--------------------+ | user_id | current_plan | current_monthly_amount | max_historical_amount | days_as_subscriber | +----------+--------------+------------------------+-----------------------+--------------------+ | 501 | basic | 9.99 | 29.99 | 79 | | 502 | basic | 9.99 | 29.99 | 69 | +----------+--------------+------------------------+-----------------------+--------------------+
Explanation:
Result table is ordered by days_as_subscriber DESC, then user_id ASC.
Note: days_as_subscriber is calculated from the first event date to the last event date for each user.