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_store_sk' col_name,
                         d_year,
                         d_qoy,
                         i_category,
                         ss_ext_sales_price ext_sales_price
   FROM store_sales,
        item,
        date_dim
   WHERE ss_store_sk IS NULL
     AND ss_sold_date_sk=d_date_sk
     AND ss_item_sk=i_item_sk
   UNION ALL SELECT 'web' AS channel,
                    'ws_ship_customer_sk' col_name,
                                          d_year,
                                          d_qoy,
                                          i_category,
                                          ws_ext_sales_price ext_sales_price
   FROM web_sales,
        item,
        date_dim
   WHERE ws_ship_customer_sk IS NULL
     AND ws_sold_date_sk=d_date_sk
     AND ws_item_sk=i_item_sk
   UNION ALL SELECT 'catalog' AS channel,
                    'cs_ship_addr_sk' col_name,
                                      d_year,
                                      d_qoy,
                                      i_category,
                                      cs_ext_sales_price ext_sales_price
   FROM catalog_sales,
        item,
        date_dim
   WHERE cs_ship_addr_sk IS NULL
     AND cs_sold_date_sk=d_date_sk
     AND cs_item_sk=i_item_sk) foo
GROUP BY channel,
         col_name,
         d_year,
         d_qoy,
         i_category
ORDER BY channel NULLS FIRST,
         col_name NULLS FIRST,
         d_year NULLS FIRST,
         d_qoy NULLS FIRST,
         i_category NULLS FIRST
LIMIT 100;