new a/b test model in reporting and updated exposure
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4 changed files with 125 additions and 17 deletions
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@ -4174,12 +4174,6 @@ models:
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a bit of open possibilities for whenever we're analysing results later on. This is
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a bit of open possibilities for whenever we're analysing results later on. This is
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already materialised to avoid running long queries in the notebooks.
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already materialised to avoid running long queries in the notebooks.
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data_tests:
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- dbt_utils.unique_combination_of_columns:
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combination_of_columns:
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- id_verification_request
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- ab_test_name
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columns:
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columns:
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- name: id_verification_request
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- name: id_verification_request
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data_type: integer
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data_type: integer
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@ -4189,24 +4183,18 @@ models:
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can be part of none, one, or several A/B tests.
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can be part of none, one, or several A/B tests.
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In this table, a Verification Request or Guest Journey can only appear once per A/B test.
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In this table, a Verification Request or Guest Journey can only appear once per A/B test.
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Cannot be null.
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Cannot be null.
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data_tests:
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- not_null
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- name: ab_test_name
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- name: ab_test_name
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data_type: string
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data_type: string
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description: |
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description: |
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Name of the Guest Journey A/B test. It corresponds to the Feature Flag Name in the
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Name of the Guest Journey A/B test. It corresponds to the Feature Flag Name in the
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backend. Cannot be null.
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backend. Cannot be null.
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data_tests:
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- not_null
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- name: variation
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- name: variation
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data_type: string
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data_type: string
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description: |
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description: |
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Identifier of the variation a given Verification Request is in, within a
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Identifier of the variation a given Verification Request is in, within a
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given Guest Journey A/B test. Cannot be null.
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given Guest Journey A/B test. Cannot be null.
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data_tests:
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- not_null
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- name: first_appearance_at_utc
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- name: first_appearance_at_utc
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data_type: timestamp
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data_type: timestamp
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@ -4214,8 +4202,6 @@ models:
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Timestamp of the first Verification Request Feature Flag record created
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Timestamp of the first Verification Request Feature Flag record created
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with the same verification request and A/B test name. Mostly for information
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with the same verification request and A/B test name. Mostly for information
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purposes. Cannot be null.
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purposes. Cannot be null.
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data_tests:
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- not_null
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- name: first_appearance_date_utc
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- name: first_appearance_date_utc
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data_type: date
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data_type: date
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@ -4223,8 +4209,6 @@ models:
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Date of the first Verification Request Feature Flag record created
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Date of the first Verification Request Feature Flag record created
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with the same verification request and A/B test name. Mostly for information
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with the same verification request and A/B test name. Mostly for information
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purposes. Cannot be null.
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purposes. Cannot be null.
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data_tests:
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- not_null
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- name: verification_started_date_utc
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- name: verification_started_date_utc
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data_type: date
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data_type: date
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@ -0,0 +1,19 @@
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with
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int_core__ab_test_monitoring_guest_journey as (
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select * from {{ ref("int_core__ab_test_monitoring_guest_journey") }}
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)
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select
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ab_test_name as ab_test_name,
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variation as variation,
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id_verification_request as id_verification_request,
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first_appearance_at_utc as first_appearance_at_utc,
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first_appearance_date_utc as first_appearance_date_utc,
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verification_started_date_utc as verification_started_date_utc,
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verification_completed_date_utc as verification_completed_date_utc,
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experience_rating as experience_rating,
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last_payment_paid_date_utc as last_payment_paid_date_utc,
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guest_revenue_without_taxes_in_gbp as guest_revenue_without_taxes_in_gbp,
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deposit_fees_without_taxes_in_gbp as deposit_fees_without_taxes_in_gbp,
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waiver_fees_without_taxes_in_gbp as waiver_fees_without_taxes_in_gbp,
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check_in_cover_fees_without_taxes_in_gbp as check_in_cover_fees_without_taxes_in_gbp
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from int_core__ab_test_monitoring_guest_journey
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@ -2403,3 +2403,108 @@ models:
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be false as status only reflects the latest transition.
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be false as status only reflects the latest transition.
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data_tests:
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data_tests:
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- not_null
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- not_null
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- name: core__ab_test_monitoring_guest_journey
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description: |
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Provides the Guest Journey A/B test key information to build metric monitoring on top.
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The purpose of this table is not to compute the metrics themselves, but rather leave
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a bit of open possibilities for whenever we're analysing results later on. This is
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already materialised to avoid running long queries in the notebooks.
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data_tests:
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- dbt_utils.unique_combination_of_columns:
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combination_of_columns:
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- id_verification_request
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- ab_test_name
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columns:
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- name: id_verification_request
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data_type: integer
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description: |
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Identifier of the Verification Request. Acts as foreign key to the Verification Request table.
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It can be duplicated across different Feature Flags - meaning the same verification request
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can be part of none, one, or several A/B tests.
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In this table, a Verification Request or Guest Journey can only appear once per A/B test.
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Cannot be null.
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data_tests:
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- not_null
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- name: ab_test_name
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data_type: string
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description: |
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Name of the Guest Journey A/B test. It corresponds to the Feature Flag Name in the
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backend. Cannot be null.
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data_tests:
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- not_null
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- name: variation
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data_type: string
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description: |
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Identifier of the variation a given Verification Request is in, within a
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given Guest Journey A/B test. Cannot be null.
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data_tests:
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- not_null
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- name: first_appearance_at_utc
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data_type: timestamp
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description: |
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Timestamp of the first Verification Request Feature Flag record created
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with the same verification request and A/B test name. Mostly for information
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purposes. Cannot be null.
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data_tests:
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- not_null
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- name: first_appearance_date_utc
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data_type: date
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description: |
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Date of the first Verification Request Feature Flag record created
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with the same verification request and A/B test name. Mostly for information
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purposes. Cannot be null.
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data_tests:
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- not_null
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- name: verification_started_date_utc
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data_type: date
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description: |
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Date of when the Guest Journey was started. Can be null.
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- name: verification_completed_date_utc
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data_type: date
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description: |
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Date of when the Guest Journey was completed. Can be null.
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- name: experience_rating
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data_type: integer
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description: |
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CSAT score value for the Guest Journey. Can be null.
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- name: last_payment_paid_date_utc
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data_type: date
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description: |
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Date of when the last paid payment on this Guest Journey
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happened. Can be null.
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- name: guest_revenue_without_taxes_in_gbp
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data_type: float
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description: |
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Total guest revenue paid without taxes in GBP, including Deposit
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Fees, Waiver Fees and Check-In Cover fees. Can be null.
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- name: deposit_fees_without_taxes_in_gbp
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data_type: float
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description: |
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Deposit fees revenue paid without taxes in GBP.
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Can be null.
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- name: waiver_fees_without_taxes_in_gbp
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data_type: float
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description: |
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Waiver fees revenue paid without taxes in GBP.
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Can be null.
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- name: check_in_cover_fees_without_taxes_in_gbp
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data_type: float
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description: |
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Check-in Cover fees revenue paid without taxes in GBP.
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Can be null.
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@ -604,7 +604,7 @@ exposures:
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It analyzes the impact of different guest journey variations on key metrics such as conversion rate, payment rate and guest revenue per guest journey.
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It analyzes the impact of different guest journey variations on key metrics such as conversion rate, payment rate and guest revenue per guest journey.
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depends_on:
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depends_on:
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- ref('int_core__ab_test_monitoring_guest_journey')
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- ref('core__ab_test_monitoring_guest_journey')
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owner:
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owner:
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name: Joaquin Ossa
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name: Joaquin Ossa
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