.mondrian-schema.xml

<?xml version='1.0' encoding='UTF-8'?>
<Schema name="Mondrian">
  <Cube name="Order items" description="Individual products sold as part of an order" defaultMeasure="# Order items">
    <Table schema="mondrian" name="order_items"/>
    <Dimension name="Product category" description="The category name describing the group of products (e.g. &quot;health_beauty&quot;, &quot;computers_accessories&quot;, etc." foreignKey="product_fk">
      <Hierarchy allMemberName="All Product category" hasAll="true" primaryKey="product_id">
        <Table name="product" schema="ec_dim"/>
        <Level name="Product category" column="product_category" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Product weight" description="The weight of the product measured in grams" foreignKey="product_fk">
      <Hierarchy allMemberName="All Product weight" hasAll="true" primaryKey="product_id">
        <Table name="product" schema="ec_dim"/>
        <Level name="Product weight" column="weight" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Product length" description="The length of the product measured in centimeters" foreignKey="product_fk">
      <Hierarchy allMemberName="All Product length" hasAll="true" primaryKey="product_id">
        <Table name="product" schema="ec_dim"/>
        <Level name="Product length" column="length" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Product height" description="The height of the product measured in centimeters" foreignKey="product_fk">
      <Hierarchy allMemberName="All Product height" hasAll="true" primaryKey="product_id">
        <Table name="product" schema="ec_dim"/>
        <Level name="Product height" column="height" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Product width" description="The width of the product measured in centimeters" foreignKey="product_fk">
      <Hierarchy allMemberName="All Product width" hasAll="true" primaryKey="product_id">
        <Table name="product" schema="ec_dim"/>
        <Level name="Product width" column="width" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Product number of photos" description="The number of published photos of this product on the store" foreignKey="product_fk">
      <Hierarchy allMemberName="All Product number of photos" hasAll="true" primaryKey="product_id">
        <Table name="product" schema="ec_dim"/>
        <Level name="Product number of photos" column="number_of_photos" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Order date" type="TimeDimension" description="The date when the order was placed (stored in the backend)" foreignKey="order_date_fk">
      <Hierarchy allMemberName="All order dates" hasAll="true" name="By month">
        <Table schema="time" name="day"/>
        <Level name="Year" column="year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Quarter" column="quarter_id" type="Integer" levelType="TimeQuarters" uniqueMembers="true"/>
        <Level name="Month" column="month_id" type="Integer" levelType="TimeMonths" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
      <Hierarchy allMemberName="All order dates" hasAll="true" name="By week">
        <Table schema="time" name="day"/>
        <Level name="Year" column="iso_year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Week" column="week_id" type="Integer" levelType="TimeWeeks" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Order status" description="The current status of the order (created, approved, shipped, etc)" foreignKey="order_fk">
      <Hierarchy allMemberName="All Order status" hasAll="true" primaryKey="order_id">
        <Table name="order" schema="ec_dim"/>
        <Level name="Order status" column="order_status" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Payment approval date" type="TimeDimension" description="The date when the customer's payment was approved by the seller" foreignKey="payment_approval_date_fk">
      <Hierarchy allMemberName="All payment approval dates" hasAll="true" name="By month">
        <Table schema="time" name="day"/>
        <Level name="Year" column="year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Quarter" column="quarter_id" type="Integer" levelType="TimeQuarters" uniqueMembers="true"/>
        <Level name="Month" column="month_id" type="Integer" levelType="TimeMonths" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
      <Hierarchy allMemberName="All payment approval dates" hasAll="true" name="By week">
        <Table schema="time" name="day"/>
        <Level name="Year" column="iso_year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Week" column="week_id" type="Integer" levelType="TimeWeeks" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Delivery date" type="TimeDimension" description="The date when the order was delivered to the customer" foreignKey="delivery_date_fk">
      <Hierarchy allMemberName="All delivery dates" hasAll="true" name="By month">
        <Table schema="time" name="day"/>
        <Level name="Year" column="year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Quarter" column="quarter_id" type="Integer" levelType="TimeQuarters" uniqueMembers="true"/>
        <Level name="Month" column="month_id" type="Integer" levelType="TimeMonths" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
      <Hierarchy allMemberName="All delivery dates" hasAll="true" name="By week">
        <Table schema="time" name="day"/>
        <Level name="Year" column="iso_year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Week" column="week_id" type="Integer" levelType="TimeWeeks" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Delivery time in days" type="StandardDimension" description="The number of days from placing the order to delivery to the customer" foreignKey="delivery_time_in_days_fk">
      <Hierarchy allMemberName="All delivery time in dayss" hasAll="true" name="By month">
        <Table schema="time" name="duration"/>
        <Level name="Days" column="days" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Months" column="months" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Half years" column="half_years" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Years" column="years" type="Integer" levelType="Regular" uniqueMembers="true"/>
      </Hierarchy>
      <Hierarchy allMemberName="All delivery time in dayss" hasAll="true" name="By week">
        <Table schema="time" name="duration"/>
        <Level name="Days" column="days" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Weeks" column="weeks" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Four weeks" column="four_weeks" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Years" column="years" type="Integer" levelType="Regular" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Days since first order" type="StandardDimension" description="The number of days from the first order of the customer to the placement of this order" foreignKey="days_since_first_order_fk">
      <Hierarchy allMemberName="All days since first orders" hasAll="true" name="By month">
        <Table schema="time" name="duration"/>
        <Level name="Days" column="days" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Months" column="months" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Half years" column="half_years" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Years" column="years" type="Integer" levelType="Regular" uniqueMembers="true"/>
      </Hierarchy>
      <Hierarchy allMemberName="All days since first orders" hasAll="true" name="By week">
        <Table schema="time" name="duration"/>
        <Level name="Days" column="days" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Weeks" column="weeks" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Four weeks" column="four_weeks" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Years" column="years" type="Integer" levelType="Regular" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Customer zip code" description="First 5 digits of the zip code (Brazil has an 8-digit system)" foreignKey="order_customer_zip_code_fk">
      <Hierarchy allMemberName="All Customer zip code" hasAll="true" primaryKey="zip_code_id">
        <Table name="zip_code" schema="ec_dim"/>
        <Level name="Customer zip code" column="zip_code" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Customer city" description="City name" foreignKey="order_customer_zip_code_fk">
      <Hierarchy allMemberName="All Customer city" hasAll="true" primaryKey="zip_code_id">
        <Table name="zip_code" schema="ec_dim"/>
        <Level name="Customer city" column="city" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Customer state" description="State name" foreignKey="order_customer_zip_code_fk">
      <Hierarchy allMemberName="All Customer state" hasAll="true" primaryKey="zip_code_id">
        <Table name="zip_code" schema="ec_dim"/>
        <Level name="Customer state" column="state" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Customer first order date" type="TimeDimension" description="The date when the order was placed (stored in the backend)" foreignKey="customer_first_order_date_fk">
      <Hierarchy allMemberName="All customer first order dates" hasAll="true" name="By month">
        <Table schema="time" name="day"/>
        <Level name="Year" column="year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Quarter" column="quarter_id" type="Integer" levelType="TimeQuarters" uniqueMembers="true"/>
        <Level name="Month" column="month_id" type="Integer" levelType="TimeMonths" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
      <Hierarchy allMemberName="All customer first order dates" hasAll="true" name="By week">
        <Table schema="time" name="day"/>
        <Level name="Year" column="iso_year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Week" column="week_id" type="Integer" levelType="TimeWeeks" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Seller zip code" description="First 5 digits of the zip code (Brazil has an 8-digit system)" foreignKey="seller_zip_code_fk">
      <Hierarchy allMemberName="All Seller zip code" hasAll="true" primaryKey="zip_code_id">
        <Table name="zip_code" schema="ec_dim"/>
        <Level name="Seller zip code" column="zip_code" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Seller city" description="City name" foreignKey="seller_zip_code_fk">
      <Hierarchy allMemberName="All Seller city" hasAll="true" primaryKey="zip_code_id">
        <Table name="zip_code" schema="ec_dim"/>
        <Level name="Seller city" column="city" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Seller state" description="State name" foreignKey="seller_zip_code_fk">
      <Hierarchy allMemberName="All Seller state" hasAll="true" primaryKey="zip_code_id">
        <Table name="zip_code" schema="ec_dim"/>
        <Level name="Seller state" column="state" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Measure name="# Order items" description="The number of ordered products" column="_order_items" aggregator="count" formatString="Standard" datatype="Integer"/>
    <Measure name="# Orders" description="The number of valid orders (orders with an invoice)" column="_orders" aggregator="distinct-count" formatString="Standard" datatype="Integer"/>
    <Measure name="# First orders" description="The number of first orders (orders with an invoice)" column="_first_orders" aggregator="distinct-count" formatString="Standard" datatype="Integer"/>
    <Measure name="Product revenue" description="The price of the ordered products as shown in the cart" column="product_revenue" aggregator="sum" formatString="Standard" datatype="Numeric"/>
    <Measure name="Shipping revenue" description="Revenue generated based on the delivery fee" column="shipping_revenue" aggregator="sum" formatString="Standard" datatype="Numeric"/>
    <CalculatedMember name="Revenue" dimension="Measures" description="The total cart value of the order">
      <Formula>[Measures].[Product revenue] + [Measures].[Shipping revenue]</Formula>
      <CalculatedMemberProperty name="FORMAT_STRING" value="Standard"/>
    </CalculatedMember>
    <CalculatedMember name="AOV" dimension="Measures" description="The average revenue per order. Attention: not meaningful when split by product">
      <Formula>[Measures].[Revenue] / [Measures].[# Orders]</Formula>
      <CalculatedMemberProperty name="FORMAT_STRING" value="Standard"/>
    </CalculatedMember>
  </Cube>
  <Cube name="Sellers" description="Merchants that are selling products" defaultMeasure="# Orders (lifetime)">
    <Table schema="mondrian" name="sellers"/>
    <Dimension name="Zip code" description="First 5 digits of the zip code (Brazil has an 8-digit system)" foreignKey="zip_code_fk">
      <Hierarchy allMemberName="All Zip code" hasAll="true" primaryKey="zip_code_id">
        <Table name="zip_code" schema="ec_dim"/>
        <Level name="Zip code" column="zip_code" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="City" description="City name" foreignKey="zip_code_fk">
      <Hierarchy allMemberName="All City" hasAll="true" primaryKey="zip_code_id">
        <Table name="zip_code" schema="ec_dim"/>
        <Level name="City" column="city" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="State" description="State name" foreignKey="zip_code_fk">
      <Hierarchy allMemberName="All State" hasAll="true" primaryKey="zip_code_id">
        <Table name="zip_code" schema="ec_dim"/>
        <Level name="State" column="state" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="First order date" type="TimeDimension" description="The date when the order was placed (stored in the backend)" foreignKey="first_order_date_fk">
      <Hierarchy allMemberName="All first order dates" hasAll="true" name="By month">
        <Table schema="time" name="day"/>
        <Level name="Year" column="year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Quarter" column="quarter_id" type="Integer" levelType="TimeQuarters" uniqueMembers="true"/>
        <Level name="Month" column="month_id" type="Integer" levelType="TimeMonths" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
      <Hierarchy allMemberName="All first order dates" hasAll="true" name="By week">
        <Table schema="time" name="day"/>
        <Level name="Year" column="iso_year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Week" column="week_id" type="Integer" levelType="TimeWeeks" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Measure name="# Orders (lifetime)" description="Number of orders with at-least one product fulfilled by this seller" column="_orders_lifetime_" aggregator="sum" formatString="Standard" datatype="Numeric"/>
    <Measure name="# Order items (lifetime)" description="Number of products sold by this seller" column="_order_items_lifetime_" aggregator="sum" formatString="Standard" datatype="Numeric"/>
    <Measure name="Revenue (lifetime)" description="The lifetime revenue generated from products sold by this seller" column="revenue_lifetime_" aggregator="sum" formatString="Standard" datatype="Numeric"/>
    <CalculatedMember name="AOV" dimension="Measures" description="The average revenue per order. Attention: not meaningful when split by product">
      <Formula>[Measures].[Revenue (lifetime)] / [Measures].[# Orders (lifetime)]</Formula>
      <CalculatedMemberProperty name="FORMAT_STRING" value="Standard"/>
    </CalculatedMember>
  </Cube>
  <Cube name="Customers" description="People that made at least one order" defaultMeasure="# Orders (lifetime)">
    <Table schema="mondrian" name="customers"/>
    <Dimension name="Days since first order" type="StandardDimension" description="The number of days since the first order was placed" foreignKey="days_since_first_order_fk">
      <Hierarchy allMemberName="All days since first orders" hasAll="true" name="By month">
        <Table schema="time" name="duration"/>
        <Level name="Days" column="days" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Months" column="months" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Half years" column="half_years" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Years" column="years" type="Integer" levelType="Regular" uniqueMembers="true"/>
      </Hierarchy>
      <Hierarchy allMemberName="All days since first orders" hasAll="true" name="By week">
        <Table schema="time" name="duration"/>
        <Level name="Days" column="days" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Weeks" column="weeks" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Four weeks" column="four_weeks" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Years" column="years" type="Integer" levelType="Regular" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Days since last order" type="StandardDimension" description="The number of days since the last order was placed" foreignKey="days_since_last_order_fk">
      <Hierarchy allMemberName="All days since last orders" hasAll="true" name="By month">
        <Table schema="time" name="duration"/>
        <Level name="Days" column="days" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Months" column="months" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Half years" column="half_years" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Years" column="years" type="Integer" levelType="Regular" uniqueMembers="true"/>
      </Hierarchy>
      <Hierarchy allMemberName="All days since last orders" hasAll="true" name="By week">
        <Table schema="time" name="duration"/>
        <Level name="Days" column="days" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Weeks" column="weeks" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Four weeks" column="four_weeks" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Years" column="years" type="Integer" levelType="Regular" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Favourite product category" description="The category of the most purchased product (by revenue) of the customer">
      <Hierarchy allMemberName="All Favourite product category" hasAll="true">
        <Level name="Favourite product category" column="favourite_product_category" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Zip code" description="First 5 digits of the zip code (Brazil has an 8-digit system)" foreignKey="zip_code_fk">
      <Hierarchy allMemberName="All Zip code" hasAll="true" primaryKey="zip_code_id">
        <Table name="zip_code" schema="ec_dim"/>
        <Level name="Zip code" column="zip_code" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="City" description="City name" foreignKey="zip_code_fk">
      <Hierarchy allMemberName="All City" hasAll="true" primaryKey="zip_code_id">
        <Table name="zip_code" schema="ec_dim"/>
        <Level name="City" column="city" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="State" description="State name" foreignKey="zip_code_fk">
      <Hierarchy allMemberName="All State" hasAll="true" primaryKey="zip_code_id">
        <Table name="zip_code" schema="ec_dim"/>
        <Level name="State" column="state" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="First order date" type="TimeDimension" description="The date when the order was placed (stored in the backend)" foreignKey="first_order_date_fk">
      <Hierarchy allMemberName="All first order dates" hasAll="true" name="By month">
        <Table schema="time" name="day"/>
        <Level name="Year" column="year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Quarter" column="quarter_id" type="Integer" levelType="TimeQuarters" uniqueMembers="true"/>
        <Level name="Month" column="month_id" type="Integer" levelType="TimeMonths" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
      <Hierarchy allMemberName="All first order dates" hasAll="true" name="By week">
        <Table schema="time" name="day"/>
        <Level name="Year" column="iso_year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Week" column="week_id" type="Integer" levelType="TimeWeeks" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Last order date" type="TimeDimension" description="The date when the order was placed (stored in the backend)" foreignKey="last_order_date_fk">
      <Hierarchy allMemberName="All last order dates" hasAll="true" name="By month">
        <Table schema="time" name="day"/>
        <Level name="Year" column="year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Quarter" column="quarter_id" type="Integer" levelType="TimeQuarters" uniqueMembers="true"/>
        <Level name="Month" column="month_id" type="Integer" levelType="TimeMonths" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
      <Hierarchy allMemberName="All last order dates" hasAll="true" name="By week">
        <Table schema="time" name="day"/>
        <Level name="Year" column="iso_year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Week" column="week_id" type="Integer" levelType="TimeWeeks" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Measure name="# Orders (lifetime)" description="Number of orders placed by this customer" column="_orders_lifetime_" aggregator="sum" formatString="Standard" datatype="Numeric"/>
    <Measure name="Revenue (lifetime)" description="The lifetime revenue generated from products purchased by this customer" column="revenue_lifetime_" aggregator="sum" formatString="Standard" datatype="Numeric"/>
    <CalculatedMember name="AOV" dimension="Measures" description="The average revenue per order of the customer">
      <Formula>[Measures].[Revenue (lifetime)] / [Measures].[# Orders (lifetime)]</Formula>
      <CalculatedMemberProperty name="FORMAT_STRING" value="Standard"/>
    </CalculatedMember>
  </Cube>
  <Cube name="Products" description="Products that were at least sold once" defaultMeasure="Revenue (lifetime)">
    <Table schema="mondrian" name="products"/>
    <Dimension name="Product category" description="The category name describing the group of products (e.g. &quot;health_beauty&quot;, &quot;computers_accessories&quot;, etc.">
      <Hierarchy allMemberName="All Product category" hasAll="true">
        <Level name="Product category" column="product_category" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Weight" description="The weight of the product measured in grams">
      <Hierarchy allMemberName="All Weight" hasAll="true">
        <Level name="Weight" column="weight" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Length" description="The length of the product measured in centimeters">
      <Hierarchy allMemberName="All Length" hasAll="true">
        <Level name="Length" column="length" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Height" description="The height of the product measured in centimeters">
      <Hierarchy allMemberName="All Height" hasAll="true">
        <Level name="Height" column="height" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Width" description="The width of the product measured in centimeters">
      <Hierarchy allMemberName="All Width" hasAll="true">
        <Level name="Width" column="width" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Number of photos" description="The number of published photos of this product on the store">
      <Hierarchy allMemberName="All Number of photos" hasAll="true">
        <Level name="Number of photos" column="number_of_photos" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Measure name="Revenue (lifetime)" description="The lifetime revenue generated from this product" column="revenue_lifetime_" aggregator="sum" formatString="Standard" datatype="Numeric"/>
  </Cube>
  <Cube name="Leads" description="People that made contact through filling a request of contact on a landing page. Can become sellers if they close a deal with a Sales Representative" defaultMeasure="# Orders (lifetime)">
    <Table schema="mondrian" name="leads"/>
    <Dimension name="First contact date" type="TimeDimension" description="The date the lead made first contact by signing up on a landing page" foreignKey="first_contact_date_fk">
      <Hierarchy allMemberName="All first contact dates" hasAll="true" name="By month">
        <Table schema="time" name="day"/>
        <Level name="Year" column="year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Quarter" column="quarter_id" type="Integer" levelType="TimeQuarters" uniqueMembers="true"/>
        <Level name="Month" column="month_id" type="Integer" levelType="TimeMonths" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
      <Hierarchy allMemberName="All first contact dates" hasAll="true" name="By week">
        <Table schema="time" name="day"/>
        <Level name="Year" column="iso_year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Week" column="week_id" type="Integer" levelType="TimeWeeks" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Is closed deal" description="Whether the qualified lead closed a deal with a Sales Representative and became a seller">
      <Hierarchy allMemberName="All Is closed deal" hasAll="true">
        <Level name="Is closed deal" column="is_closed_deal" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Deal date" type="TimeDimension" description="The date when the marketing qualified lead was closed and became a seller" foreignKey="deal_date_fk">
      <Hierarchy allMemberName="All deal dates" hasAll="true" name="By month">
        <Table schema="time" name="day"/>
        <Level name="Year" column="year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Quarter" column="quarter_id" type="Integer" levelType="TimeQuarters" uniqueMembers="true"/>
        <Level name="Month" column="month_id" type="Integer" levelType="TimeMonths" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
      <Hierarchy allMemberName="All deal dates" hasAll="true" name="By week">
        <Table schema="time" name="day"/>
        <Level name="Year" column="iso_year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Week" column="week_id" type="Integer" levelType="TimeWeeks" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Landing page ID" description="The ID of the landing page where the lead first made contact">
      <Hierarchy allMemberName="All Landing page ID" hasAll="true">
        <Level name="Landing page ID" column="landing_page_id" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Advertising channel" description="Specific advertising channel the lead was acquired on">
      <Hierarchy allMemberName="All Advertising channel" hasAll="true">
        <Level name="Advertising channel" column="advertising_channel" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Business Segment" description="The business segment in which the seller provides products e.g., &quot;household_utilities&quot;, &quot;car_accessories&quot;. Provided by the lead on the sign up at a landing page or the first contact with a Sales Development Representative">
      <Hierarchy allMemberName="All Business Segment" hasAll="true">
        <Level name="Business Segment" column="business_segment" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Lead type" description="The type of the lead in terms of company size, type, and experience, e.g., &quot;online_beginner&quot;, &quot;online_medium&quot;. Provided by the lead on the sign up at a landing page or the first contact with a Sales Development Representative">
      <Hierarchy allMemberName="All Lead type" hasAll="true">
        <Level name="Lead type" column="lead_type" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Lead behaviour profile" description="The behaviour profile of the lead based on the DISC behavior assessment tool (https://en.wikipedia.org/wiki/DISC_assessment). Identified by the Sales Development Representative on the first contact with the lead">
      <Hierarchy allMemberName="All Lead behaviour profile" hasAll="true">
        <Level name="Lead behaviour profile" column="lead_behaviour_profile" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Average stock" description="The average number of items per product the lead has available on stock. Provided by the lead on the sign up at a landing page or the first contact with a Sales Development Representative">
      <Hierarchy allMemberName="All Average stock" hasAll="true">
        <Level name="Average stock" column="average_stock" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Business type" description="The type of business the lead has: reseller, manufacturer, other, or unknown">
      <Hierarchy allMemberName="All Business type" hasAll="true">
        <Level name="Business type" column="business_type" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Days to closing the deal" type="StandardDimension" description="The number of days it took from first contact with the lead to closing the deal by a Sales Representative and the lead becoming a seller" foreignKey="days_to_closing_the_deal_fk">
      <Hierarchy allMemberName="All days to closing the deals" hasAll="true" name="By month">
        <Table schema="time" name="duration"/>
        <Level name="Days" column="days" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Months" column="months" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Half years" column="half_years" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Years" column="years" type="Integer" levelType="Regular" uniqueMembers="true"/>
      </Hierarchy>
      <Hierarchy allMemberName="All days to closing the deals" hasAll="true" name="By week">
        <Table schema="time" name="duration"/>
        <Level name="Days" column="days" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Weeks" column="weeks" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Four weeks" column="four_weeks" type="Integer" levelType="Regular" uniqueMembers="true"/>
        <Level name="Years" column="years" type="Integer" levelType="Regular" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Seller zip code" description="First 5 digits of the zip code (Brazil has an 8-digit system)" foreignKey="seller_zip_code_fk">
      <Hierarchy allMemberName="All Seller zip code" hasAll="true" primaryKey="zip_code_id">
        <Table name="zip_code" schema="ec_dim"/>
        <Level name="Seller zip code" column="zip_code" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Seller city" description="City name" foreignKey="seller_zip_code_fk">
      <Hierarchy allMemberName="All Seller city" hasAll="true" primaryKey="zip_code_id">
        <Table name="zip_code" schema="ec_dim"/>
        <Level name="Seller city" column="city" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Seller state" description="State name" foreignKey="seller_zip_code_fk">
      <Hierarchy allMemberName="All Seller state" hasAll="true" primaryKey="zip_code_id">
        <Table name="zip_code" schema="ec_dim"/>
        <Level name="Seller state" column="state" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Dimension name="Seller first order date" type="TimeDimension" description="The date when the order was placed (stored in the backend)" foreignKey="seller_first_order_date_fk">
      <Hierarchy allMemberName="All seller first order dates" hasAll="true" name="By month">
        <Table schema="time" name="day"/>
        <Level name="Year" column="year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Quarter" column="quarter_id" type="Integer" levelType="TimeQuarters" uniqueMembers="true"/>
        <Level name="Month" column="month_id" type="Integer" levelType="TimeMonths" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
      <Hierarchy allMemberName="All seller first order dates" hasAll="true" name="By week">
        <Table schema="time" name="day"/>
        <Level name="Year" column="iso_year_id" type="Integer" levelType="TimeYears" uniqueMembers="true"/>
        <Level name="Week" column="week_id" type="Integer" levelType="TimeWeeks" uniqueMembers="true"/>
        <Level name="Day" column="day_id" type="Integer" levelType="TimeDays" uniqueMembers="true"/>
      </Hierarchy>
    </Dimension>
    <Measure name="# Orders (lifetime)" description="Number of orders with at-least one product fulfilled by this seller" column="_orders_lifetime_" aggregator="sum" formatString="Standard" datatype="Numeric"/>
    <Measure name="Revenue (lifetime)" description="The lifetime revenue generated from products sold by this seller" column="revenue_lifetime_" aggregator="sum" formatString="Standard" datatype="Numeric"/>
    <CalculatedMember name="AOV" dimension="Measures" description="The average revenue per order. Attention: not meaningful when split by product">
      <Formula>[Measures].[Revenue (lifetime)] / [Measures].[# Orders (lifetime)]</Formula>
      <CalculatedMemberProperty name="FORMAT_STRING" value="Standard"/>
    </CalculatedMember>
  </Cube>
</Schema>