CREATE MATERIALIZED VIEW users_cohort_analysis AS with needed_users as ( select distinct u.id as user_id, u.registration_date as reg_date, e.course_id, lv.id as view_id, lv.lesson_id as viewed_lesson_id, FIRST_VALUE(lv.viewed_at) over (partition by lv.user_id order by lv.viewed_at) as first_view_date from users u left join enrollments e on u.id = e.user_id left join lesson_views lv on e.user_id = lv.user_id order by user_id ), CTE as ( select TO_CHAR(reg_date, 'YYYY-MM') as cohort_month, COUNT(distinct user_id) as users_in_cohort, COUNT(distinct case when user_id in (select user_id from enrollments) then user_id end) as enrolled_users, COUNT(distinct case when user_id in (select user_id from lesson_views) then user_id end) as active_users, COUNT(course_id) as courses_count, extract('days' from AVG(first_view_date - reg_date)) as avg_time_to_first_view from needed_users group by cohort_month ) select cohort_month, users_in_cohort, enrolled_users, active_users, ROUND(100.0 * active_users / users_in_cohort, 2) as retention_rate, courses_count::numeric / users_in_cohort as avg_courses_per_user, avg_time_to_first_view from CTE ;