# Task: 040 **Database:** github_repos ## Question Find all repository IDs that experienced rapid increase in push based on absolute change from 2022 to 2023. ## Gold Query ```sql WITH w2022 AS ( SELECT json_extract(repo, '$.id') AS repo_id, COUNT(*) AS cnt_2022 FROM YEAR_2022 WHERE type = 'PushEvent' GROUP BY repo_id ), w2023 AS ( SELECT json_extract(repo, '$.id') AS repo_id, COUNT(*) AS cnt_2023 FROM YEAR_2023 WHERE type = 'PushEvent' GROUP BY repo_id ) SELECT w2022.repo_id AS repo_id, w2022.cnt_2022 AS cnt_2022, w2023.cnt_2023 AS cnt_2023, w2023.cnt_2023 - w2022.cnt_2022 AS diff FROM w2022 JOIN w2023 ON w2022.repo_id = w2023.repo_id WHERE w2023.cnt_2023 - w2022.cnt_2022 >= :push_threshold ORDER BY w2023.cnt_2023 - w2022.cnt_2022 DESC; ``` **Execution Result:** | repo_id | cnt_2022 | cnt_2023 | diff | |-----------|------------|------------|--------| | 571344774 | 499 | 10864 | 10365 | | 511095846 | 4 | 8919 | 8915 | | 330914717 | 8856 | 16179 | 7323 | | 561366239 | 48 | 6120 | 6072 | | 429551228 | 4405 | 10081 | 5676 | | 575386595 | 2139 | 7319 | 5180 | | 535755772 | 1009 | 4706 | 3697 | | 486866465 | 1892 | 4964 | 3072 | | 494617035 | 5512 | 8457 | 2945 | | 543738826 | 821 | 3698 | 2877 | | ... | ... | ... | ... | | 873328 | 285 | 377 | 92 | | 457386152 | 180 | 271 | 91 | | 341389536 | 207 | 297 | 90 | | 385301755 | 187 | 277 | 90 | | 459770643 | 185 | 274 | 89 | | 229130005 | 174 | 262 | 88 | | 406918379 | 401 | 483 | 82 | | 465250207 | 641 | 723 | 82 | | 579673939 | 12 | 92 | 80 | | 380057700 | 133 | 209 | 76 | *... truncated (57 rows total)*