select i_item_id,

ca_country,

ca_state,

ca_county,

avg( cast(cs_quantity as decimal(12,2))) agg1,

avg( cast(cs_list_price as decimal(12,2))) agg2,

avg( cast(cs_coupon_amt as decimal(12,2))) agg3,

avg( cast(cs_sales_price as decimal(12,2))) agg4,

avg( cast(cs_net_profit as decimal(12,2))) agg5,

avg( cast(c_birth_year as decimal(12,2))) agg6,

avg( cast(cd1.cd_dep_count as decimal(12,2))) agg7

from catalog_sales, customer_demographics cd1,

customer_demographics cd2, customer, customer_address, date_dim, item

where cs_sold_date_sk = d_date_sk and

cs_item_sk = i_item_sk and

cs_bill_cdemo_sk = cd1.cd_demo_sk and

cs_bill_customer_sk = c_customer_sk and

cd1.cd_gender = 'F' and

cd1.cd_education_status = 'Unknown' and

c_current_cdemo_sk = cd2.cd_demo_sk and

c_current_addr_sk = ca_address_sk and

c_birth_month in (1, 6, 8, 9, 12, 2) and

d_year = 1998 and

ca_state in ('MS','IN','ND'

,'OK','NM','VA','MS')

group by rollup (i_item_id, ca_country, ca_state, ca_county)

order by ca_country,

ca_state,

ca_county,

i_item_id

limit 100;