Merged PR 3387: Adds Guest Payments metrics

# Description

Adds Guest Payments metrics, namely:
* deposit_fees_in_gbp
* waiver_payments_in_gbp
* checkin_cover_fees_in_gbp
* total_guest_payments_in_gbp

It includes:
* Daily model
* Monthly/MTD without dimension aggregates
* Monthly/MTD with dimension aggregates
* Schema entries for the abovementioned 5 models
* Temporary test to compare the different metrics against current production KPIs

# Checklist

- [X] The edited models and dependants run properly with production data.
- [X] The edited models are sufficiently documented.
- [X] The edited models contain PK tests, and I've ran and passed them.
- [NA] I have checked for DRY opportunities with other models and docs.
- [X] I've picked the right materialization for the affected models.

# Other

- [ ] Check if a full-refresh is required after this PR is merged.

Related work items: #23453

models/intermediate/kpis/int_kpis__aggregated_monthly_guest_payments.sql

@@ -0,0 +1,27 @@
+{% set dimensions = get_kpi_dimensions_per_model("GUEST_PAYMENTS") %}
+
+{{
+    config(
+        materialized="table", unique_key=["end_date", "dimension", "dimension_value"]
+    )
+}}
+
+
+{% for dimension in dimensions %}
+    select
+        -- Unique Key --
+        start_date,
+        end_date,
+        {{ dimension.dimension }} as dimension,
+        {{ dimension.dimension_value }} as dimension_value,
+        -- Metrics --
+        sum(deposit_fees_in_gbp) as deposit_fees_in_gbp,
+        sum(waiver_payments_in_gbp) as waiver_payments_in_gbp,
+        sum(checkin_cover_fees_in_gbp) as checkin_cover_fees_in_gbp,
+        sum(total_guest_payments_in_gbp) as total_guest_payments_in_gbp
+    from {{ ref("int_kpis__metric_monthly_guest_payments") }}
+    group by 1, 2, 3, 4
+    {% if not loop.last %}
+        union all
+    {% endif %}
+{% endfor %}

models/intermediate/kpis/int_kpis__aggregated_mtd_guest_payments.sql

@@ -0,0 +1,27 @@
+{% set dimensions = get_kpi_dimensions_per_model("GUEST_PAYMENTS") %}
+
+{{
+    config(
+        materialized="table", unique_key=["end_date", "dimension", "dimension_value"]
+    )
+}}
+
+
+{% for dimension in dimensions %}
+    select
+        -- Unique Key --
+        start_date,
+        end_date,
+        {{ dimension.dimension }} as dimension,
+        {{ dimension.dimension_value }} as dimension_value,
+        -- Metrics --
+        sum(deposit_fees_in_gbp) as deposit_fees_in_gbp,
+        sum(waiver_payments_in_gbp) as waiver_payments_in_gbp,
+        sum(checkin_cover_fees_in_gbp) as checkin_cover_fees_in_gbp,
+        sum(total_guest_payments_in_gbp) as total_guest_payments_in_gbp
+    from {{ ref("int_kpis__metric_mtd_guest_payments") }}
+    group by 1, 2, 3, 4
+    {% if not loop.last %}
+        union all
+    {% endif %}
+{% endfor %}

models/intermediate/kpis/int_kpis__metric_daily_guest_payments.sql

@@ -0,0 +1,71 @@
+{% set deposit_fees_verification_payment_type_items = "('FEE')" %}
+{% set waiver_fees_verification_payment_type_items = "('WAIVER')" %}
+{% set checkin_cover_fees_verification_payment_type_items = "('CHECKINCOVER')" %}
+
+{{ config(materialized="table", unique_key=["date", "id_deal"]) }}
+
+select
+    -- Unique Key --
+    icvp.payment_paid_date_utc as date,
+    coalesce(icuh.id_deal, 'UNSET') as id_deal,
+    -- Dimensions --
+    coalesce(
+        icd.main_billing_country_iso_3_per_deal, 'UNSET'
+    ) as main_billing_country_iso_3_per_deal,
+    coalesce(
+        icmas.active_accommodations_per_deal_segmentation, 'UNSET'
+    ) as active_accommodations_per_deal_segmentation,
+    -- Metrics --
+    sum(
+        case
+            when
+                upper(icvp.verification_payment_type)
+                in {{ deposit_fees_verification_payment_type_items }}
+            then icvp.amount_without_taxes_in_gbp
+            else null
+        end
+    ) as deposit_fees_in_gbp,
+    sum(
+        case
+            when
+                upper(icvp.verification_payment_type)
+                in {{ waiver_fees_verification_payment_type_items }}
+            then icvp.amount_without_taxes_in_gbp
+            else null
+        end
+    ) as waiver_payments_in_gbp,
+    sum(
+        case
+            when
+                upper(icvp.verification_payment_type)
+                in {{ checkin_cover_fees_verification_payment_type_items }}
+            then icvp.amount_without_taxes_in_gbp
+            else null
+        end
+    ) as checkin_cover_fees_in_gbp,
+    sum(
+        case
+            when
+                upper(icvp.verification_payment_type)
+                in {{ checkin_cover_fees_verification_payment_type_items }}
+                or upper(icvp.verification_payment_type)
+                in {{ waiver_fees_verification_payment_type_items }}
+                or upper(icvp.verification_payment_type)
+                in {{ deposit_fees_verification_payment_type_items }}
+            then icvp.amount_without_taxes_in_gbp
+            else null
+        end
+    ) as total_guest_payments_in_gbp
+from {{ ref("int_core__verification_payments", version=2) }} as icvp
+left join
+    {{ ref("int_core__verification_requests") }} as icvr
+    on icvp.id_verification_request = icvr.id_verification_request
+left join
+    {{ ref("int_core__user_host") }} as icuh on icvr.id_user_host = icuh.id_user_host
+left join {{ ref("int_core__deal") }} as icd on icuh.id_deal = icd.id_deal
+left join
+    {{ ref("int_kpis__dimension_daily_accommodation") }} as icmas
+    on icuh.id_deal = icmas.id_deal
+    and icvp.payment_paid_date_utc = icmas.date
+where upper(icvp.payment_status) = {{ var("paid_payment_state") }}
+group by 1, 2, 3, 4

models/intermediate/kpis/int_kpis__metric_monthly_guest_payments.sql

@@ -0,0 +1,30 @@
+{{
+    config(
+        materialized="view",
+        unique_key=[
+            "end_date",
+            "id_deal",
+            "active_accommodations_per_deal_segmentation",
+        ],
+    )
+}}
+
+select
+    -- Unique Key --
+    d.first_day_month as start_date,
+    d.date as end_date,
+    gp.id_deal,
+    gp.active_accommodations_per_deal_segmentation,
+    -- Dimensions --
+    gp.main_billing_country_iso_3_per_deal,
+    -- Metrics --
+    sum(gp.deposit_fees_in_gbp) as deposit_fees_in_gbp,
+    sum(gp.waiver_payments_in_gbp) as waiver_payments_in_gbp,
+    sum(gp.checkin_cover_fees_in_gbp) as checkin_cover_fees_in_gbp,
+    sum(gp.total_guest_payments_in_gbp) as total_guest_payments_in_gbp
+from {{ ref("int_kpis__dimension_dates") }} d
+left join
+    {{ ref("int_kpis__metric_daily_guest_payments") }} gp
+    on date_trunc('month', gp.date)::date = d.first_day_month
+where d.is_end_of_month = true and gp.id_deal is not null
+group by 1, 2, 3, 4, 5

models/intermediate/kpis/int_kpis__metric_mtd_guest_payments.sql

@@ -0,0 +1,31 @@
+{{
+    config(
+        materialized="view",
+        unique_key=[
+            "end_date",
+            "id_deal",
+            "active_accommodations_per_deal_segmentation",
+        ],
+    )
+}}
+
+select
+    -- Unique Key --
+    d.first_day_month as start_date,
+    d.date as end_date,
+    gp.id_deal,
+    gp.active_accommodations_per_deal_segmentation,
+    -- Dimensions --
+    gp.main_billing_country_iso_3_per_deal,
+    -- Metrics --
+    sum(gp.deposit_fees_in_gbp) as deposit_fees_in_gbp,
+    sum(gp.waiver_payments_in_gbp) as waiver_payments_in_gbp,
+    sum(gp.checkin_cover_fees_in_gbp) as checkin_cover_fees_in_gbp,
+    sum(gp.total_guest_payments_in_gbp) as total_guest_payments_in_gbp
+from {{ ref("int_kpis__dimension_dates") }} d
+left join
+    {{ ref("int_kpis__metric_daily_guest_payments") }} gp
+    on date_trunc('month', gp.date)::date = d.first_day_month
+    and extract(day from gp.date) <= d.day
+where d.is_month_to_date = true and gp.id_deal is not null
+group by 1, 2, 3, 4, 5

models/intermediate/kpis/schema.yml

@@ -360,7 +360,7 @@ models:
       - name: created_bookings
         data_type: bigint
         description: |
-          Count of accummulated bookings created in a given month
+          Count of accumulated bookings created in a given month
           and per specified dimension.
 
   - name: int_kpis__metric_mtd_created_bookings
@@ -442,7 +442,7 @@ models:
       - name: created_bookings
         data_type: bigint
         description: |
-          Count of accummulated bookings created in a given month up to the 
+          Count of accumulated bookings created in a given month up to the 
           given date and per specified dimension.
 
   - name: int_kpis__aggregated_monthly_created_bookings
@@ -676,7 +676,7 @@ models:
       - name: created_guest_journeys
         data_type: bigint
         description: |
-          Count of accummulated guest journeys created in a given month
+          Count of accumulated guest journeys created in a given month
           and per specified dimension.
 
   - name: int_kpis__metric_mtd_created_guest_journeys
@@ -746,7 +746,7 @@ models:
       - name: created_guest_journeys
         data_type: bigint
         description: |
-          Count of accummulated guest journeys created in a given month up to the 
+          Count of accumulated guest journeys created in a given month up to the 
           given date and per specified dimension.
 
   - name: int_kpis__aggregated_monthly_created_guest_journeys
@@ -978,7 +978,7 @@ models:
       - name: started_guest_journeys
         data_type: bigint
         description: |
-          Count of accummulated guest journeys started in a given month
+          Count of accumulated guest journeys started in a given month
           and per specified dimension.
 
   - name: int_kpis__metric_mtd_started_guest_journeys
@@ -1048,7 +1048,7 @@ models:
       - name: started_guest_journeys
         data_type: bigint
         description: |
-          Count of accummulated guest journeys started in a given month up to the 
+          Count of accumulated guest journeys started in a given month up to the 
           given date and per specified dimension.
 
   - name: int_kpis__aggregated_monthly_started_guest_journeys
@@ -1280,7 +1280,7 @@ models:
       - name: completed_guest_journeys
         data_type: bigint
         description: |
-          Count of accummulated guest journeys completed in a given month
+          Count of accumulated guest journeys completed in a given month
           and per specified dimension.
 
   - name: int_kpis__metric_mtd_completed_guest_journeys
@@ -1350,7 +1350,7 @@ models:
       - name: completed_guest_journeys
         data_type: bigint
         description: |
-          Count of accummulated guest journeys completed in a given month up to the 
+          Count of accumulated guest journeys completed in a given month up to the 
           given date and per specified dimension.
 
   - name: int_kpis__aggregated_monthly_completed_guest_journeys
@@ -1582,7 +1582,7 @@ models:
       - name: guest_journeys_with_payment
         data_type: bigint
         description: |
-          Count of accummulated guest journeys completed in a given month
+          Count of accumulated guest journeys completed in a given month
           and per specified dimension.
 
   - name: int_kpis__metric_mtd_guest_journeys_with_payment
@@ -1652,7 +1652,7 @@ models:
       - name: guest_journeys_with_payment
         data_type: bigint
         description: |
-          Count of accummulated guest journeys completed in a given month up to the 
+          Count of accumulated guest journeys completed in a given month up to the 
           given date and per specified dimension.
 
   - name: int_kpis__aggregated_monthly_guest_journeys_with_payment
@@ -1760,3 +1760,412 @@ models:
       - name: guest_journeys_with_payment
         data_type: bigint
         description: The month-to-date guest journeys with payment for a given date, dimension and value.
+
+  - name: int_kpis__metric_daily_guest_payments
+    description: |
+      This model computes the Daily Guest Payments at the deepest granularity.
+
+      The unique key corresponds to the deepest granularity of the model,
+      in this case: 
+      - date, 
+      - id_deal.
+
+    tests:
+      - dbt_utils.unique_combination_of_columns:
+          combination_of_columns:
+            - date
+            - id_deal
+
+    columns:
+      - name: date
+        data_type: date
+        description: Date of when Guest Journeys have been completed.
+        tests:
+          - not_null
+
+      - name: id_deal
+        data_type: string
+        description: Unique identifier of an account.
+        tests:
+          - not_null
+
+      - name: active_accommodations_per_deal_segmentation
+        data_type: string
+        description: |
+          Segment value based on the number of listings booked in 12 months 
+          for a given deal and date.
+        tests:
+          - not_null
+          - accepted_values:
+              values:
+                - "0"
+                - "01-05"
+                - "06-20"
+                - "21-60"
+                - "61+"
+                - "UNSET"
+
+      - name: main_billing_country_iso_3_per_deal
+        data_type: string
+        description: |
+          Main billing country of the host aggregated at Deal level.
+        tests:
+          - not_null
+
+      - name: deposit_fees_in_gbp
+        data_type: decimal
+        description: |
+          Sum of deposit fees paid by guests, without taxes, in GBP 
+          in a given date and per specified dimension.
+
+      - name: waiver_payments_in_gbp
+        data_type: decimal
+        description: |
+          Sum of waiver payments paid by guests, without taxes, in GBP
+          in a given date and per specified dimension.
+
+      - name: checkin_cover_fees_in_gbp
+        data_type: decimal
+        description: |
+          Sum of checkin cover fees paid by guests, without taxes, in GBP
+          in a given date and per specified dimension.
+
+      - name: total_guest_payments_in_gbp
+        data_type: decimal
+        description: |
+          Sum of total payments paid by guests, without taxes, in GBP
+          in a given date and per specified dimension.
+
+  - name: int_kpis__metric_monthly_guest_payments
+    description: |
+      This model computes the Monthly Guest Payments at the 
+      deepest granularity.
+      Be aware that any dimension that can change over the monthly period, 
+      such as daily segmentations, are included in the primary key of the 
+      model.
+
+      The unique key corresponds to: 
+      - end_date, 
+      - id_deal, 
+      - active_accommodations_per_deal_segmentation.
+
+    tests:
+      - dbt_utils.unique_combination_of_columns:
+          combination_of_columns:
+            - end_date
+            - id_deal
+            - active_accommodations_per_deal_segmentation
+
+    columns:
+      - name: start_date
+        data_type: date
+        description: |
+          The start date of the time range considered for the metrics in this record.
+        tests:
+          - not_null
+
+      - name: end_date
+        data_type: date
+        description: |
+          The end date of the time range considered for the metrics in this record.
+        tests:
+          - not_null
+
+      - name: id_deal
+        data_type: string
+        description: Unique identifier of an account.
+        tests:
+          - not_null
+
+      - name: active_accommodations_per_deal_segmentation
+        data_type: string
+        description: |
+          Segment value based on the number of listings booked in 12 months 
+          for a given deal and date.
+        tests:
+          - not_null
+          - accepted_values:
+              values:
+                - "0"
+                - "01-05"
+                - "06-20"
+                - "21-60"
+                - "61+"
+                - "UNSET"
+
+      - name: main_billing_country_iso_3_per_deal
+        data_type: string
+        description: |
+          Main billing country of the host aggregated at Deal level.
+        tests:
+          - not_null
+
+      - name: deposit_fees_in_gbp
+        data_type: decimal
+        description: |
+          Sum of accumulated deposit fees paid by guests, without taxes, 
+          in GBP in a given month and per specified dimension.
+
+      - name: waiver_payments_in_gbp
+        data_type: decimal
+        description: |
+          Sum of accumulated waiver payments paid by guests, without taxes, 
+          in GBP in a given month and per specified dimension.
+
+      - name: checkin_cover_fees_in_gbp
+        data_type: decimal
+        description: |
+          Sum of accumulated checkin cover fees by guests, without taxes, 
+          in GBP in a given month and per specified dimension.
+
+      - name: total_guest_payments_in_gbp
+        data_type: decimal
+        description: |
+          Sum of accumulated total payments paid by guests, without taxes, 
+          in GBP in a given month and per specified dimension.
+
+  - name: int_kpis__metric_mtd_guest_payments
+    description: |
+      This model computes the Month-To-Date Guest Payments at the 
+      deepest granularity.
+      Be aware that any dimension that can change over the monthly period, 
+      such as daily segmentations, are included in the primary key of the 
+      model.
+
+      The unique key corresponds to: 
+      - end_date, 
+      - id_deal, 
+      - active_accommodations_per_deal_segmentation.
+
+    tests:
+      - dbt_utils.unique_combination_of_columns:
+          combination_of_columns:
+            - end_date
+            - id_deal
+            - active_accommodations_per_deal_segmentation
+
+    columns:
+      - name: start_date
+        data_type: date
+        description: |
+          The start date of the time range considered for the metrics in this record.
+        tests:
+          - not_null
+
+      - name: end_date
+        data_type: date
+        description: |
+          The end date of the time range considered for the metrics in this record.
+        tests:
+          - not_null
+
+      - name: id_deal
+        data_type: string
+        description: Unique identifier of an account.
+        tests:
+          - not_null
+
+      - name: active_accommodations_per_deal_segmentation
+        data_type: string
+        description: |
+          Segment value based on the number of listings booked in 12 months 
+          for a given deal and date.
+        tests:
+          - not_null
+          - accepted_values:
+              values:
+                - "0"
+                - "01-05"
+                - "06-20"
+                - "21-60"
+                - "61+"
+                - "UNSET"
+
+      - name: main_billing_country_iso_3_per_deal
+        data_type: string
+        description: |
+          Main billing country of the host aggregated at Deal level.
+        tests:
+          - not_null
+
+      - name: deposit_fees_in_gbp
+        data_type: decimal
+        description: |
+          Sum of accumulated deposit fees paid by guests, without taxes, 
+          in GBP in a given month up to the given date and per specified dimension.
+
+      - name: waiver_payments_in_gbp
+        data_type: decimal
+        description: |
+          Sum of accumulated waiver payments paid by guests, without taxes, 
+          in GBP in a given month up to the given date and per specified dimension.
+
+      - name: checkin_cover_fees_in_gbp
+        data_type: decimal
+        description: |
+          Sum of accumulated checkin cover fees by guests, without taxes, 
+          in GBP in a given month up to the given date and per specified dimension.
+
+      - name: total_guest_payments_in_gbp
+        data_type: decimal
+        description: |
+          Sum of accumulated total payments paid by guests, without taxes, 
+          in GBP in a given month up to the given date and per specified dimension.
+
+  - name: int_kpis__aggregated_monthly_guest_payments
+    description: |
+      This model computes the dimension aggregation for 
+      Monthly Guest Payments.
+
+      The primary key of this model is end_date, dimension 
+      and dimension_value.
+
+    tests:
+      - dbt_utils.unique_combination_of_columns:
+          combination_of_columns:
+            - end_date
+            - dimension
+            - dimension_value
+
+    columns:
+      - name: start_date
+        data_type: date
+        description: |
+          The start date of the time range considered for the metrics in this record.
+        tests:
+          - not_null
+
+      - name: end_date
+        data_type: date
+        description: |
+          The end date of the time range considered for the metrics in this record.
+        tests:
+          - not_null
+
+      - name: dimension
+        data_type: string
+        description: The dimension or granularity of the metrics.
+        tests:
+          - assert_dimension_completeness:
+              metric_column_name: deposit_fees_in_gbp
+          - assert_dimension_completeness:
+              metric_column_name: waiver_payments_in_gbp
+          - assert_dimension_completeness:
+              metric_column_name: checkin_cover_fees_in_gbp
+          - assert_dimension_completeness:
+              metric_column_name: total_guest_payments_in_gbp
+          - accepted_values:
+              values:
+                - global
+                - by_number_of_listings
+                - by_billing_country
+                - by_deal
+
+      - name: dimension_value
+        data_type: string
+        description: The value or segment available for the selected dimension.
+        tests:
+          - not_null
+
+      - name: deposit_fees_in_gbp
+        data_type: decimal
+        description: |
+          The monthly deposit fees paid by guests, without taxes, in GBP 
+          for a given range date, dimension and value.
+
+      - name: waiver_payments_in_gbp
+        data_type: decimal
+        description: |
+          The monthly waiver payments paid by guests, without taxes, in GBP 
+          for a given range date, dimension and value.
+
+      - name: checkin_cover_fees_in_gbp
+        data_type: decimal
+        description: |
+          The monthly checkin cover fees paid by guests, without taxes, in GBP 
+          for a given range date, dimension and value.
+
+      - name: total_guest_payments_in_gbp
+        data_type: decimal
+        description: |
+          The monthly total payments paid by guests, without taxes, in GBP 
+          for a given range date, dimension and value.
+
+  - name: int_kpis__aggregated_mtd_guest_payments
+    description: |
+      This model computes the dimension aggregation for 
+      Month-To-Date Guest Payments.
+
+      The primary key of this model is end_date, dimension 
+      and dimension_value.
+
+    tests:
+      - dbt_utils.unique_combination_of_columns:
+          combination_of_columns:
+            - end_date
+            - dimension
+            - dimension_value
+
+    columns:
+      - name: start_date
+        data_type: date
+        description: |
+          The start date of the time range considered for the metrics in this record.
+        tests:
+          - not_null
+
+      - name: end_date
+        data_type: date
+        description: |
+          The end date of the time range considered for the metrics in this record.
+        tests:
+          - not_null
+
+      - name: dimension
+        data_type: string
+        description: The dimension or granularity of the metrics.
+        tests:
+          - assert_dimension_completeness:
+              metric_column_name: deposit_fees_in_gbp
+          - assert_dimension_completeness:
+              metric_column_name: waiver_payments_in_gbp
+          - assert_dimension_completeness:
+              metric_column_name: checkin_cover_fees_in_gbp
+          - assert_dimension_completeness:
+              metric_column_name: total_guest_payments_in_gbp
+          - accepted_values:
+              values:
+                - global
+                - by_number_of_listings
+                - by_billing_country
+                - by_deal
+
+      - name: dimension_value
+        data_type: string
+        description: The value or segment available for the selected dimension.
+        tests:
+          - not_null
+
+      - name: deposit_fees_in_gbp
+        data_type: decimal
+        description: |
+          The month-to-date deposit fees paid by guests, without taxes, in GBP 
+          for a given range date, dimension and value.
+
+      - name: waiver_payments_in_gbp
+        data_type: decimal
+        description: |
+          The month-to-date waiver payments paid by guests, without taxes, in GBP 
+          for a given range date, dimension and value.
+
+      - name: checkin_cover_fees_in_gbp
+        data_type: decimal
+        description: |
+          The month-to-date checkin cover fees paid by guests, without taxes, in GBP 
+          for a given range date, dimension and value.
+
+      - name: total_guest_payments_in_gbp
+        data_type: decimal
+        description: |
+          The month-to-date total payments paid by guests, without taxes, in GBP 
+          for a given range date, dimension and value.

tests/tmp_kpis_refactor_equivalent_guest_payments.sql

@@ -0,0 +1,92 @@
+{% set min_date = "2022-01-01" %}
+{% set dimensions = ("global", "by_billing_country") %}
+-- "by_number_of_listings" excluded on purpose - there's differences because of daily
+-- segmentation
+with
+    new_mtd_guest_payments as (
+        select
+            end_date as date,
+            dimension,
+            dimension_value,
+            deposit_fees_in_gbp,
+            waiver_payments_in_gbp,
+            checkin_cover_fees_in_gbp,
+            total_guest_payments_in_gbp
+        from {{ ref("int_kpis__aggregated_mtd_guest_payments") }}
+        where
+            end_date >= '{{ min_date }}'
+            and dimension in {{ dimensions }}
+            and dimension_value <> 'UNSET'
+    ),
+    new_monthly_guest_payments as (
+        select
+            end_date as date,
+            dimension,
+            dimension_value,
+            deposit_fees_in_gbp,
+            waiver_payments_in_gbp,
+            checkin_cover_fees_in_gbp,
+            total_guest_payments_in_gbp
+        from {{ ref("int_kpis__aggregated_monthly_guest_payments") }}
+        where
+            end_date >= '{{ min_date }}'
+            and dimension in {{ dimensions }}
+            and dimension_value <> 'UNSET'
+    ),
+    new_guest_payments as (
+        select *
+        from new_mtd_guest_payments
+        union all
+        select *
+        from new_monthly_guest_payments
+    ),
+    old_guest_payments as (
+        select
+            date,
+            dimension,
+            dimension_value,
+            deposit_fees_in_gbp,
+            waiver_payments_in_gbp,
+            checkin_cover_fees_in_gbp,
+            total_guest_payments_in_gbp
+        from {{ ref("int_core__mtd_guest_payments_metrics") }}
+        where date >= '{{ min_date }}' and dimension in {{ dimensions }}
+    ),
+    comparison as (
+        select
+            coalesce(o.date, n.date) as date,
+            coalesce(o.dimension, n.dimension) as dimension,
+            coalesce(o.dimension_value, n.dimension_value) as dimension_value,
+            o.deposit_fees_in_gbp as old_deposit_fees_in_gbp,
+            n.deposit_fees_in_gbp as new_deposit_fees_in_gbp,
+            coalesce(o.deposit_fees_in_gbp, 0)
+            - coalesce(n.deposit_fees_in_gbp, 0) as diff_deposit_fees_in_gbp,
+            o.waiver_payments_in_gbp as old_waiver_payments_in_gbp,
+            n.waiver_payments_in_gbp as new_waiver_payments_in_gbp,
+            coalesce(o.waiver_payments_in_gbp, 0)
+            - coalesce(n.waiver_payments_in_gbp, 0) as diff_waiver_payments_in_gbp,
+            o.checkin_cover_fees_in_gbp as old_checkin_cover_fees_in_gbp,
+            n.checkin_cover_fees_in_gbp as new_checkin_cover_fees_in_gbp,
+            coalesce(o.checkin_cover_fees_in_gbp, 0) - coalesce(
+                n.checkin_cover_fees_in_gbp, 0
+            ) as diff_checkin_cover_fees_in_gbp,
+            o.total_guest_payments_in_gbp as old_total_guest_payments_in_gbp,
+            n.total_guest_payments_in_gbp as new_total_guest_payments_in_gbp,
+            coalesce(o.total_guest_payments_in_gbp, 0) - coalesce(
+                n.total_guest_payments_in_gbp, 0
+            ) as diff_total_guest_payments_in_gbp
+        from old_guest_payments o
+        full outer join
+            new_guest_payments n
+            on o.date = n.date
+            and o.dimension = n.dimension
+            and o.dimension_value = n.dimension_value
+    )
+select *
+from comparison
+where
+    diff_deposit_fees_in_gbp <> 0
+    or diff_waiver_payments_in_gbp <> 0
+    or diff_checkin_cover_fees_in_gbp <> 0
+    or diff_total_guest_payments_in_gbp <> 0
+order by date desc, diff_total_guest_payments_in_gbp desc