select channel, col_name, d_year, d_qoy, i_category, COUNT(*) sales_cnt, SUM(ext_sales_price) sales_amt FROM ( SELECT 'store' as channel, 'ss_addr_sk' col_name, d_year, d_qoy, i_category, ss_ext_sales_price ext_sales_price FROM store_sales, item, date_dim WHERE ss_addr_sk IS NULL AND store_sales.ss_sold_date_sk=date_dim.d_date_sk AND store_sales.ss_item_sk=item.i_item_sk UNION ALL SELECT 'web' as channel, 'ws_web_page_sk' col_name, d_year, d_qoy, i_category, ws_ext_sales_price ext_sales_price FROM web_sales, item, date_dim WHERE ws_web_page_sk IS NULL AND web_sales.ws_sold_date_sk=date_dim.d_date_sk AND web_sales.ws_item_sk=item.i_item_sk UNION ALL SELECT 'catalog' as channel, 'cs_warehouse_sk' col_name, d_year, d_qoy, i_category, cs_ext_sales_price ext_sales_price FROM catalog_sales, item, date_dim WHERE cs_warehouse_sk IS NULL AND catalog_sales.cs_sold_date_sk=date_dim.d_date_sk AND catalog_sales.cs_item_sk=item.i_item_sk) foo GROUP BY channel, col_name, d_year, d_qoy, i_category ORDER BY channel, col_name, d_year, d_qoy, i_category limit 100;