diff --git a/dmedvedev/11.4 Pet project Cohort_analysis.sql b/dmedvedev/11.4 Pet project Cohort_analysis.sql new file mode 100644 index 0000000..0411e70 --- /dev/null +++ b/dmedvedev/11.4 Pet project Cohort_analysis.sql @@ -0,0 +1,38 @@ +CREATE MATERIALIZED VIEW user_cohort_analysis AS + + SELECT + TO_CHAR(pu.cohort_month, 'YYYY-MM') AS MONTH, + COUNT(DISTINCT pu.id) AS users_in_cohort, + COUNT(DISTINCT pe.user_id) AS enrolled_users, + COUNT(DISTINCT plv.user_id) AS active_users, + ROUND(COUNT(DISTINCT plv.user_id) * 100.0 / COUNT(DISTINCT pu.id), 2) || '%' AS retention_rate, + ROUND(AVG((SELECT COUNT(*) FROM pet_courses pc)) / COUNT(DISTINCT pu.id), 2) AS avg_courses_per_user, + (SELECT + ROUND(AVG(table_first_viewed_at.first_viewed_at::date - pu2.registration_date::date), 2) + FROM pet_users pu2 + LEFT JOIN ( + SELECT + plv2.user_id, + MIN(plv2.viewed_at) AS first_viewed_at + FROM pet_lesson_views plv2 + GROUP BY plv2.user_id + ) AS table_first_viewed_at + + ON pu2.id = table_first_viewed_at.user_id + + WHERE DATE_TRUNC('month', pu2.registration_date) = pu.cohort_month + ) AS avg_time_to_first_view + + FROM ( + SELECT + *, + DATE_TRUNC('month', registration_date) AS cohort_month + FROM pet_users + ) AS pu + LEFT JOIN pet_enrollments pe ON pu.id = pe.user_id + LEFT JOIN pet_lesson_views plv ON pu.id = plv.user_id + + GROUP BY pu.cohort_month + ORDER BY pu.cohort_month; + +