data-dwh-dbt-project/models/intermediate/cross/int_mtd_vs_previous_year_metrics.sql
Oriol Roqué Paniagua 756d1c54d5 Merged PR 2429: Business KPIs - Revenue details
Exposes the following metrics:
1. Invoiced Booking Fees
1. Invoiced Listing Fees
1. Invoiced Verification Fees
1. Invoiced Guesty Fees
1. Invoiced E-Deposit Fees
1. Deposit Fees
1. Waiver Amount Paid by Guests
1. Waiver Amount Paid back to Hosts
1. Check-In Hero Amount Paid by Guests

This PR is only for Global metrics, the one by deal id will follow separately.
Keep in mind that merging this PR will make the data appear in the report.

Related work items: #18914
2024-07-29 13:16:19 +00:00

295 lines
13 KiB
SQL

/*
This model pivots the data of the different mtd metrics models to get
previous year for each line & computing relative increment. --
*/
{{ config(materialized="table", unique_key="date") }}
with
int_core__mtd_booking_metrics as (
select * from {{ ref("int_core__mtd_booking_metrics") }}
),
int_core__mtd_guest_journey_metrics as (
select * from {{ ref("int_core__mtd_guest_journey_metrics") }}
),
int_core__mtd_accommodation_metrics as (
select * from {{ ref("int_core__mtd_accommodation_metrics") }}
),
int_core__mtd_deal_metrics as (
select * from {{ ref("int_core__mtd_deal_metrics") }}
),
int_core__mtd_guest_payments_metrics as (
select * from {{ ref("int_core__mtd_guest_payments_metrics") }}
),
int_xero__mtd_invoicing_metrics as (
select * from {{ ref("int_xero__mtd_invoicing_metrics") }}
),
int_dates_mtd as (select * from {{ ref("int_dates_mtd") }}),
plain_kpi_combination as (
select
d.year,
d.month,
d.day,
d.is_end_of_month,
d.is_current_month,
d.first_day_month,
d.date,
-- BOOKINGS --
bookings.created_bookings,
bookings.check_out_bookings,
bookings.cancelled_bookings,
bookings.billable_bookings,
-- GUEST JOURNEYS --
guest_journeys.created_guest_journeys,
guest_journeys.started_guest_journeys,
guest_journeys.completed_guest_journeys,
guest_journeys.paid_guest_journeys,
guest_journeys.start_rate_guest_journey,
guest_journeys.completion_rate_guest_journey,
guest_journeys.incompletion_rate_guest_journey,
guest_journeys.payment_rate_guest_journey,
-- DEALS --
deals.new_deals,
deals.never_booked_deals,
deals.first_time_booked_deals,
deals.active_deals,
deals.churning_deals,
deals.inactive_deals,
deals.reactivated_deals,
deals.deals_booked_in_month,
deals.deals_booked_in_6_months,
deals.deals_booked_in_12_months,
-- LISTINGS (ACCOMMODATIONS) --
accommodations.new_listings,
accommodations.never_booked_listings,
accommodations.first_time_booked_listings,
accommodations.active_listings,
accommodations.churning_listings,
accommodations.inactive_listings,
accommodations.reactivated_listings,
accommodations.listings_booked_in_month,
accommodations.listings_booked_in_6_months,
accommodations.listings_booked_in_12_months,
-- HOST (OPERATOR) REVENUE --
invoicing.xero_booking_net_fees_in_gbp,
invoicing.xero_listing_net_fees_in_gbp,
invoicing.xero_verification_net_fees_in_gbp,
invoicing.xero_operator_net_fees_in_gbp,
-- APIs REVENUE --
invoicing.xero_apis_net_fees_in_gbp,
invoicing.xero_e_deposit_net_fees_in_gbp,
invoicing.xero_guesty_net_fees_in_gbp,
-- HOST RESOLUTIONS --
invoicing.xero_host_resolution_amount_paid_in_gbp,
invoicing.xero_host_resolution_payment_count,
-- GUEST REVENUE AND PAYMENTS --
guest_payments.deposit_fees_in_gbp,
guest_payments.waiver_payments_in_gbp,
invoicing.xero_waiver_paid_back_to_host_in_gbp,
nullif(
coalesce(guest_payments.waiver_payments_in_gbp, 0)
+ coalesce(invoicing.xero_waiver_paid_back_to_host_in_gbp, 0),
0
) as waiver_net_fees_in_gbp,
guest_payments.checkin_cover_fees_in_gbp,
guest_payments.total_guest_payments_in_gbp,
guest_payments.total_guest_income_in_gbp,
nullif(
coalesce(guest_payments.total_guest_income_in_gbp, 0)
+ coalesce(invoicing.xero_waiver_paid_back_to_host_in_gbp, 0),
0
) as total_guest_revenue_in_gbp,
-- TOTAL REVENUE --
nullif(
coalesce(guest_payments.total_guest_income_in_gbp, 0)
+ coalesce(invoicing.xero_waiver_paid_back_to_host_in_gbp, 0)
+ coalesce(invoicing.xero_operator_net_fees_in_gbp, 0)
+ coalesce(invoicing.xero_apis_net_fees_in_gbp, 0),
0
) as total_revenue_in_gbp,
-- GUEST REVENUE AND PAYMENTS WEIGHTED METRICS --
guest_payments.total_guest_payments_in_gbp / nullif(
guest_journeys.completed_guest_journeys, 0
) as guest_payments_per_completed_guest_journey,
guest_payments.total_guest_payments_in_gbp / nullif(
guest_journeys.paid_guest_journeys, 0
) as guest_payments_per_paid_guest_journey,
nullif(
coalesce(guest_payments.total_guest_income_in_gbp, 0)
+ coalesce(invoicing.xero_waiver_paid_back_to_host_in_gbp, 0),
0
) / nullif(
guest_journeys.completed_guest_journeys, 0
) as guest_revenue_per_completed_guest_journey,
nullif(
coalesce(guest_payments.total_guest_income_in_gbp, 0)
+ coalesce(invoicing.xero_waiver_paid_back_to_host_in_gbp, 0),
0
) / nullif(
guest_journeys.paid_guest_journeys, 0
) as guest_revenue_per_paid_guest_journey,
-- TOTAL REVENUE WEIGHTED METRICS --
(
coalesce(guest_payments.total_guest_income_in_gbp, 0)
+ coalesce(invoicing.xero_waiver_paid_back_to_host_in_gbp, 0)
+ coalesce(invoicing.xero_operator_net_fees_in_gbp, 0)
+ coalesce(invoicing.xero_apis_net_fees_in_gbp, 0)
)
/ nullif(bookings.created_bookings, 0) as total_revenue_per_created_booking,
(
coalesce(guest_payments.total_guest_income_in_gbp, 0)
+ coalesce(invoicing.xero_waiver_paid_back_to_host_in_gbp, 0)
+ coalesce(invoicing.xero_operator_net_fees_in_gbp, 0)
+ coalesce(invoicing.xero_apis_net_fees_in_gbp, 0)
) / nullif(
guest_journeys.created_guest_journeys, 0
) as total_revenue_per_created_guest_journey,
(
coalesce(guest_payments.total_guest_income_in_gbp, 0)
+ coalesce(invoicing.xero_waiver_paid_back_to_host_in_gbp, 0)
+ coalesce(invoicing.xero_operator_net_fees_in_gbp, 0)
+ coalesce(invoicing.xero_apis_net_fees_in_gbp, 0)
) / nullif(
deals.deals_booked_in_month, 0
) as total_revenue_per_deals_booked_in_month,
(
coalesce(guest_payments.total_guest_income_in_gbp, 0)
+ coalesce(invoicing.xero_waiver_paid_back_to_host_in_gbp, 0)
+ coalesce(invoicing.xero_operator_net_fees_in_gbp, 0)
+ coalesce(invoicing.xero_apis_net_fees_in_gbp, 0)
) / nullif(
accommodations.listings_booked_in_month, 0
) as total_revenue_per_listings_booked_in_month
from int_dates_mtd d
left join int_core__mtd_booking_metrics bookings on d.date = bookings.date
left join
int_core__mtd_guest_journey_metrics guest_journeys
on d.date = guest_journeys.date
left join
int_core__mtd_accommodation_metrics accommodations
on d.date = accommodations.date
left join int_core__mtd_deal_metrics deals on d.date = deals.date
left join
int_core__mtd_guest_payments_metrics guest_payments on d.date = guest_payments.date
left join int_xero__mtd_invoicing_metrics invoicing on d.date = invoicing.date
)
select
current.year,
current.month,
current.day,
current.is_end_of_month,
current.is_current_month,
current.first_day_month,
current.date,
previous_year.date as previous_year_date,
-- BOOKINGS --
{{ calculate_safe_relative_increment("created_bookings") }},
{{ calculate_safe_relative_increment("check_out_bookings") }},
{{ calculate_safe_relative_increment("cancelled_bookings") }},
{{ calculate_safe_relative_increment("billable_bookings") }},
-- GUEST JOURNEYS --
{{ calculate_safe_relative_increment("created_guest_journeys") }},
{{ calculate_safe_relative_increment("started_guest_journeys") }},
{{ calculate_safe_relative_increment("completed_guest_journeys") }},
{{ calculate_safe_relative_increment("paid_guest_journeys") }},
{{ calculate_safe_relative_increment("start_rate_guest_journey") }},
{{ calculate_safe_relative_increment("completion_rate_guest_journey") }},
{{ calculate_safe_relative_increment("incompletion_rate_guest_journey") }},
{{ calculate_safe_relative_increment("payment_rate_guest_journey") }},
-- DEALS --
{{ calculate_safe_relative_increment("new_deals") }},
{{ calculate_safe_relative_increment("never_booked_deals") }},
{{ calculate_safe_relative_increment("first_time_booked_deals") }},
{{ calculate_safe_relative_increment("active_deals") }},
{{ calculate_safe_relative_increment("churning_deals") }},
{{ calculate_safe_relative_increment("inactive_deals") }},
{{ calculate_safe_relative_increment("reactivated_deals") }},
{{ calculate_safe_relative_increment("deals_booked_in_month") }},
{{ calculate_safe_relative_increment("deals_booked_in_6_months") }},
{{ calculate_safe_relative_increment("deals_booked_in_12_months") }},
-- LISTINGS --
{{ calculate_safe_relative_increment("new_listings") }},
{{ calculate_safe_relative_increment("never_booked_listings") }},
{{ calculate_safe_relative_increment("first_time_booked_listings") }},
{{ calculate_safe_relative_increment("active_listings") }},
{{ calculate_safe_relative_increment("churning_listings") }},
{{ calculate_safe_relative_increment("inactive_listings") }},
{{ calculate_safe_relative_increment("reactivated_listings") }},
{{ calculate_safe_relative_increment("listings_booked_in_month") }},
{{ calculate_safe_relative_increment("listings_booked_in_6_months") }},
{{ calculate_safe_relative_increment("listings_booked_in_12_months") }},
-- HOST (OPERATOR) REVENUE --
{{ calculate_safe_relative_increment("xero_booking_net_fees_in_gbp") }},
{{ calculate_safe_relative_increment("xero_listing_net_fees_in_gbp") }},
{{ calculate_safe_relative_increment("xero_verification_net_fees_in_gbp") }},
{{ calculate_safe_relative_increment("xero_operator_net_fees_in_gbp") }},
-- APIs REVENUE --
{{ calculate_safe_relative_increment("xero_apis_net_fees_in_gbp") }},
{{ calculate_safe_relative_increment("xero_e_deposit_net_fees_in_gbp") }},
{{ calculate_safe_relative_increment("xero_guesty_net_fees_in_gbp") }},
-- HOST RESOLUTIONS --
{{ calculate_safe_relative_increment("xero_host_resolution_amount_paid_in_gbp") }},
{{ calculate_safe_relative_increment("xero_host_resolution_payment_count") }},
-- GUEST REVENUE AND PAYMENTS --
{{ calculate_safe_relative_increment("deposit_fees_in_gbp") }},
{{ calculate_safe_relative_increment("waiver_payments_in_gbp") }},
{{ calculate_safe_relative_increment("xero_waiver_paid_back_to_host_in_gbp") }},
{{ calculate_safe_relative_increment("waiver_net_fees_in_gbp") }},
{{ calculate_safe_relative_increment("checkin_cover_fees_in_gbp") }},
{{ calculate_safe_relative_increment("total_guest_payments_in_gbp") }},
{{ calculate_safe_relative_increment("total_guest_income_in_gbp") }},
{{ calculate_safe_relative_increment("total_guest_revenue_in_gbp") }},
-- TOTAL REVENUE --
{{ calculate_safe_relative_increment("total_revenue_in_gbp") }},
-- GUEST REVENUE AND PAYMENTS WEIGHTED METRICS --
{{
calculate_safe_relative_increment(
"guest_payments_per_completed_guest_journey"
)
}},
{{ calculate_safe_relative_increment("guest_payments_per_paid_guest_journey") }},
{{ calculate_safe_relative_increment("guest_revenue_per_completed_guest_journey") }},
{{ calculate_safe_relative_increment("guest_revenue_per_paid_guest_journey") }},
-- TOTAL REVENUE WEIGHTED METRICS --
{{ calculate_safe_relative_increment("total_revenue_per_created_booking") }},
{{ calculate_safe_relative_increment("total_revenue_per_created_guest_journey") }},
{{ calculate_safe_relative_increment("total_revenue_per_deals_booked_in_month") }},
{{
calculate_safe_relative_increment(
"total_revenue_per_listings_booked_in_month"
)
}}
from plain_kpi_combination current
left join
plain_kpi_combination previous_year
on current.month = previous_year.month
and current.year = previous_year.year + 1
where
(
current.is_end_of_month = 1
or (current.is_current_month = 1 and current.day = previous_year.day)
)