WITH ws AS (SELECT d_year AS ws_sold_year, ws_item_sk, ws_bill_customer_sk ws_customer_sk, sum(ws_quantity) ws_qty, sum(ws_wholesale_cost) ws_wc, sum(ws_sales_price) ws_sp FROM web_sales LEFT JOIN web_returns ON wr_order_number = ws_order_number AND ws_item_sk = wr_item_sk JOIN date_dim ON ws_sold_date_sk = d_date_sk WHERE wr_order_number IS NULL GROUP BY d_year, ws_item_sk, ws_bill_customer_sk ), cs AS (SELECT d_year AS cs_sold_year, cs_item_sk, cs_bill_customer_sk cs_customer_sk, sum(cs_quantity) cs_qty, sum(cs_wholesale_cost) cs_wc, sum(cs_sales_price) cs_sp FROM catalog_sales LEFT JOIN catalog_returns ON cr_order_number = cs_order_number AND cs_item_sk = cr_item_sk JOIN date_dim ON cs_sold_date_sk = d_date_sk WHERE cr_order_number IS NULL GROUP BY d_year, cs_item_sk, cs_bill_customer_sk ), ss AS (SELECT d_year AS ss_sold_year, ss_item_sk, ss_customer_sk, sum(ss_quantity) ss_qty, sum(ss_wholesale_cost) ss_wc, sum(ss_sales_price) ss_sp FROM store_sales LEFT JOIN store_returns ON sr_ticket_number = ss_ticket_number AND ss_item_sk = sr_item_sk JOIN date_dim ON ss_sold_date_sk = d_date_sk WHERE sr_ticket_number IS NULL GROUP BY d_year, ss_item_sk, ss_customer_sk ) SELECT round(ss_qty / (coalesce(ws_qty + cs_qty, 1)), 2) ratio, ss_qty store_qty, ss_wc store_wholesale_cost, ss_sp store_sales_price, coalesce(ws_qty, 0) + coalesce(cs_qty, 0) other_chan_qty, coalesce(ws_wc, 0) + coalesce(cs_wc, 0) other_chan_wholesale_cost, coalesce(ws_sp, 0) + coalesce(cs_sp, 0) other_chan_sales_price FROM ss LEFT JOIN ws ON (ws_sold_year = ss_sold_year AND ws_item_sk = ss_item_sk AND ws_customer_sk = ss_customer_sk) LEFT JOIN cs ON (cs_sold_year = ss_sold_year AND cs_item_sk = ss_item_sk AND cs_customer_sk = ss_customer_sk) WHERE coalesce(ws_qty, 0) > 0 AND coalesce(cs_qty, 0) > 0 AND ss_sold_year = 2000 ORDER BY ratio, ss_qty DESC, ss_wc DESC, ss_sp DESC, other_chan_qty, other_chan_wholesale_cost, other_chan_sales_price, round(ss_qty / (coalesce(ws_qty + cs_qty, 1)), 2) LIMIT 100